From 3b7dff7213f538f4a4537534e9e807ed0de95525 Mon Sep 17 00:00:00 2001
From: skrub-ci <gael.varoquaux+dirty_cat@gmail.com>
Date: Wed, 11 Dec 2024 19:35:52 +0000
Subject: [PATCH] Pushing the docs to 0.4/ for branch: 0.4.X, commit
 41cd67ff6c06a91a79558e24f85aed057c930064

---
 0.4/.buildinfo                                |     2 +-
 0.4/CHANGES.html                              |   219 +-
 0.4/CONTRIBUTING.html                         |   119 +-
 0.4/RELEASE_PROCESS.html                      |     6 +-
 .../02_text_with_string_encoders.zip          |   Bin 23585 -> 23585 bytes
 .../00_getting_started.zip                    |   Bin 17912 -> 17912 bytes
 .../06_ken_embeddings.py                      |     4 +-
 .../01_encodings.zip                          |   Bin 35710 -> 35710 bytes
 .../09_interpolation_join.zip                 |   Bin 21213 -> 21213 bytes
 .../04_fuzzy_joining.py                       |     6 +-
 .../06_ken_embeddings.ipynb                   |     4 +-
 .../04_fuzzy_joining.zip                      |   Bin 33972 -> 33974 bytes
 .../05_deduplication.zip                      |   Bin 15897 -> 15897 bytes
 .../07_multiple_key_join.zip                  |   Bin 15572 -> 15570 bytes
 .../04_fuzzy_joining.ipynb                    |     6 +-
 .../08_join_aggregation.zip                   |   Bin 26506 -> 26506 bytes
 .../07_multiple_key_join.py                   |     6 +-
 .../03_datetime_encoder.zip                   |   Bin 20830 -> 20830 bytes
 .../06_ken_embeddings.zip                     |   Bin 28557 -> 28555 bytes
 .../07_multiple_key_join.ipynb                |     6 +-
 0.4/_images/sphx_glr_01_encodings_001.png     |   Bin 165973 -> 163079 bytes
 0.4/_images/sphx_glr_01_encodings_thumb.png   |   Bin 60647 -> 59721 bytes
 ...x_glr_02_text_with_string_encoders_001.png |   Bin 519301 -> 521082 bytes
 ...x_glr_02_text_with_string_encoders_002.png |   Bin 21977 -> 20252 bytes
 ...x_glr_02_text_with_string_encoders_003.png |   Bin 21173 -> 21400 bytes
 ...x_glr_02_text_with_string_encoders_004.png |   Bin 25042 -> 25094 bytes
 ...x_glr_02_text_with_string_encoders_005.png |   Bin 71390 -> 71616 bytes
 ...glr_02_text_with_string_encoders_thumb.png |   Bin 49995 -> 50499 bytes
 .../sphx_glr_08_join_aggregation_001.png      |   Bin 18682 -> 18519 bytes
 .../sphx_glr_08_join_aggregation_thumb.png    |   Bin 12690 -> 12613 bytes
 .../sphx_glr_09_interpolation_join_001.png    |   Bin 97920 -> 93624 bytes
 .../sphx_glr_09_interpolation_join_002.png    |   Bin 28416 -> 29728 bytes
 .../sphx_glr_09_interpolation_join_003.png    |   Bin 13361 -> 13361 bytes
 .../sphx_glr_09_interpolation_join_thumb.png  |   Bin 23633 -> 22919 bytes
 0.4/_sources/CHANGES.rst.txt                  |    39 +-
 0.4/_sources/CONTRIBUTING.rst.txt             |   114 +-
 0.4/_sources/assembling.rst.txt               |     2 +-
 .../auto_examples/00_getting_started.rst.txt  |  1902 +-
 .../auto_examples/01_encodings.rst.txt        |   760 +-
 .../02_text_with_string_encoders.rst.txt      | 13499 +++---
 .../auto_examples/03_datetime_encoder.rst.txt |     8 +-
 .../auto_examples/04_fuzzy_joining.rst.txt    |    10 +-
 .../auto_examples/05_deduplication.rst.txt    |     4 +-
 .../auto_examples/06_ken_embeddings.rst.txt   |    10 +-
 .../07_multiple_key_join.rst.txt              |    10 +-
 .../auto_examples/08_join_aggregation.rst.txt | 34106 +++++++--------
 .../09_interpolation_join.rst.txt             |    64 +-
 .../auto_examples/sg_execution_times.rst.txt  |    26 +-
 0.4/_sources/sg_execution_times.rst.txt       |    26 +-
 0.4/_static/documentation_options.js          |     2 +-
 0.4/about.html                                |     6 +-
 0.4/assembling.html                           |     8 +-
 0.4/auto_examples/00_getting_started.html     |  1910 +-
 0.4/auto_examples/01_encodings.html           |   768 +-
 .../02_text_with_string_encoders.html         | 13507 +++---
 0.4/auto_examples/03_datetime_encoder.html    |    16 +-
 0.4/auto_examples/04_fuzzy_joining.html       |    18 +-
 0.4/auto_examples/05_deduplication.html       |    12 +-
 0.4/auto_examples/06_ken_embeddings.html      |    18 +-
 0.4/auto_examples/07_multiple_key_join.html   |    18 +-
 0.4/auto_examples/08_join_aggregation.html    | 34114 ++++++++--------
 0.4/auto_examples/09_interpolation_join.html  |    72 +-
 0.4/auto_examples/index.html                  |     6 +-
 0.4/auto_examples/sg_execution_times.html     |    36 +-
 0.4/cleaning.html                             |     6 +-
 0.4/development.html                          |    13 +-
 0.4/documentation.html                        |     6 +-
 0.4/encoding.html                             |     6 +-
 0.4/end_to_end_pipeline.html                  |     6 +-
 0.4/genindex.html                             |     6 +-
 0.4/includes/big_toc_css.html                 |     6 +-
 0.4/index.html                                |   858 +-
 0.4/install.html                              |     6 +-
 0.4/lite/api/contents/all.json                |     8 +-
 0.4/lite/api/contents/auto_examples/all.json  |    50 +-
 .../auto_examples/04_fuzzy_joining.ipynb      |     6 +-
 .../auto_examples/06_ken_embeddings.ipynb     |     4 +-
 .../auto_examples/07_multiple_key_join.ipynb  |     6 +-
 .../auto_examples/04_fuzzy_joining.ipynb      |     6 +-
 .../auto_examples/06_ken_embeddings.ipynb     |     4 +-
 .../auto_examples/07_multiple_key_join.ipynb  |     6 +-
 0.4/objects.inv                               |   Bin 3861 -> 3861 bytes
 0.4/reference/generated/skrub.AggJoiner.html  |    24 +-
 0.4/reference/generated/skrub.AggTarget.html  |    24 +-
 .../generated/skrub.DatetimeEncoder.html      |    28 +-
 0.4/reference/generated/skrub.DropCols.html   |    22 +-
 0.4/reference/generated/skrub.GapEncoder.html |    32 +-
 .../generated/skrub.InterpolationJoiner.html  |    22 +-
 0.4/reference/generated/skrub.Joiner.html     |    24 +-
 .../generated/skrub.MinHashEncoder.html       |    26 +-
 .../generated/skrub.MultiAggJoiner.html       |    22 +-
 0.4/reference/generated/skrub.SelectCols.html |    22 +-
 .../generated/skrub.SimilarityEncoder.html    |    28 +-
 .../generated/skrub.TableReport.html          |    24 +-
 .../generated/skrub.TableVectorizer.html      |    24 +-
 .../generated/skrub.TextEncoder.html          |    32 +-
 .../generated/skrub.ToCategorical.html        |    24 +-
 0.4/reference/generated/skrub.ToDatetime.html |    64 +-
 .../generated/skrub.column_associations.html  |    67 +-
 .../generated/skrub.datasets.DatasetAll.html  |     8 +-
 .../skrub.datasets.DatasetInfoOnly.html       |     8 +-
 .../skrub.datasets.fetch_credit_fraud.html    |     8 +-
 .../skrub.datasets.fetch_drug_directory.html  |     8 +-
 ...krub.datasets.fetch_employee_salaries.html |     8 +-
 .../skrub.datasets.fetch_ken_embeddings.html  |     8 +-
 ...krub.datasets.fetch_ken_table_aliases.html |     8 +-
 .../skrub.datasets.fetch_ken_types.html       |     8 +-
 .../skrub.datasets.fetch_medical_charge.html  |     8 +-
 .../skrub.datasets.fetch_midwest_survey.html  |     8 +-
 .../skrub.datasets.fetch_movielens.html       |     8 +-
 .../skrub.datasets.fetch_open_payments.html   |     8 +-
 .../skrub.datasets.fetch_road_safety.html     |     8 +-
 ...rub.datasets.fetch_traffic_violations.html |     8 +-
 ...b.datasets.fetch_world_bank_indicator.html |     8 +-
 ...krub.datasets.make_deduplication_data.html |    10 +-
 .../generated/skrub.deduplicate.html          |     8 +-
 0.4/reference/generated/skrub.fuzzy_join.html |    10 +-
 .../generated/skrub.patch_display.html        |    14 +-
 .../generated/skrub.tabular_learner.html      |    24 +-
 .../generated/skrub.to_datetime.html          |     8 +-
 .../generated/skrub.unpatch_display.html      |     8 +-
 0.4/reference/index.html                      |     6 +-
 0.4/search.html                               |     6 +-
 0.4/searchindex.js                            |     2 +-
 0.4/sg_execution_times.html                   |    36 +-
 0.4/unlisted.html                             |     6 +-
 0.4/vision.html                               |     6 +-
 127 files changed, 51771 insertions(+), 51474 deletions(-)

diff --git a/0.4/.buildinfo b/0.4/.buildinfo
index ca87a5656..32e628cd3 100644
--- a/0.4/.buildinfo
+++ b/0.4/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file records the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 17e96c066813edaab4b4a0687e164778
+config: 2b7368db1424b555105e09181716ffc1
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/0.4/CHANGES.html b/0.4/CHANGES.html
index 9445cb769..75ad89432 100644
--- a/0.4/CHANGES.html
+++ b/0.4/CHANGES.html
@@ -11,10 +11,10 @@
 <meta property="og:type" content="website" />
 <meta property="og:url" content="https://skrub-data.github.io/stable/CHANGES.html" />
 <meta property="og:site_name" content="skrub" />
-<meta property="og:description" content="Release 0.4.0: Highlights: The TextEncoder can extract embeddings from a string column with a deep learning language model (possibly downloaded from the HuggingFace Hub)., Several improvements to t..." />
+<meta property="og:description" content="Release 0.4.1: Changes: A new parameter verbose has been added to the TableReport to toggle on or off the printing of progress information when a report is being generated.#1182 by Priscilla Baah.,..." />
 <meta property="og:image" content="https://skrub-data.github.io/stable/_static/skrub.svg" />
 <meta property="og:image:alt" content="skrub" />
-<meta name="description" content="Release 0.4.0: Highlights: The TextEncoder can extract embeddings from a string column with a deep learning language model (possibly downloaded from the HuggingFace Hub)., Several improvements to t..." />
+<meta name="description" content="Release 0.4.1: Changes: A new parameter verbose has been added to the TableReport to toggle on or off the printing of progress information when a report is being generated.#1182 by Priscilla Baah.,..." />
 
     <title>Release history &#8212; skrub</title>
   
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="_static/documentation_options.js?v=6c02275b"></script>
+    <script src="_static/documentation_options.js?v=c87aa342"></script>
     <script src="_static/doctools.js?v=9bcbadda"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="Interpolation join: infer missing rows when joining two tables" href="auto_examples/09_interpolation_join.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -526,6 +526,45 @@
                   
   <section id="release-history">
 <span id="changes"></span><h1>Release history<a class="headerlink" href="#release-history" title="Link to this heading">#</a></h1>
+<section id="release-0-4-1">
+<h2>Release 0.4.1<a class="headerlink" href="#release-0-4-1" title="Link to this heading">#</a></h2>
+<section id="id1">
+<h3>Changes<a class="headerlink" href="#id1" title="Link to this heading">#</a></h3>
+<ul class="simple">
+<li><p>A new parameter <code class="docutils literal notranslate"><span class="pre">verbose</span></code> has been added to the <a class="reference internal" href="reference/generated/skrub.TableReport.html#skrub.TableReport" title="skrub.TableReport"><code class="xref py py-class docutils literal notranslate"><span class="pre">TableReport</span></code></a> to toggle on or off the
+printing of progress information when a report is being generated.
+<a class="reference external" href="https://github.com/skrub-data/skrub/pull/1182">#1182</a> by <a class="reference external" href="https://github.com/priscilla-b">Priscilla Baah</a>.</p></li>
+<li><p>A parameter <code class="docutils literal notranslate"><span class="pre">verbose</span></code> has been added to the <a class="reference internal" href="reference/generated/skrub.patch_display.html#skrub.patch_display" title="skrub.patch_display"><code class="xref py py-func docutils literal notranslate"><span class="pre">patch_display()</span></code></a> to toggle on or off the
+printing of progress information when a table report is being generated.
+<a class="reference external" href="https://github.com/skrub-data/skrub/pull/1188">#1188</a> by <a class="reference external" href="https://github.com/priscilla-b">Priscilla Baah</a>.</p></li>
+<li><p><a class="reference internal" href="reference/generated/skrub.tabular_learner.html#skrub.tabular_learner" title="skrub.tabular_learner"><code class="xref py py-func docutils literal notranslate"><span class="pre">tabular_learner()</span></code></a> accepts the alias <code class="docutils literal notranslate"><span class="pre">&quot;regression&quot;</span></code> for the option
+<code class="docutils literal notranslate"><span class="pre">&quot;regressor&quot;</span></code> and <code class="docutils literal notranslate"><span class="pre">&quot;classification&quot;</span></code> for <code class="docutils literal notranslate"><span class="pre">&quot;classifier&quot;</span></code>.
+<a class="reference external" href="https://github.com/skrub-data/skrub/pull/1180">#1180</a> by <a class="reference external" href="https://github.com/mrastgoo">Mojdeh Rastgoo</a>.</p></li>
+</ul>
+</section>
+<section id="bug-fixes">
+<h3>Bug fixes<a class="headerlink" href="#bug-fixes" title="Link to this heading">#</a></h3>
+<ul class="simple">
+<li><p>Generating a <code class="docutils literal notranslate"><span class="pre">TableReport</span></code> could have an effect on the matplotib
+configuration which could cause plots not to display inline in jupyter
+notebooks any more. This has been fixed in skrub in <a class="reference external" href="https://github.com/skrub-data/skrub/pull/1172">#1172</a> by
+<a class="reference external" href="https://github.com/jeromedockes">Jérôme Dockès</a> and the matplotlib issue can be tracked
+<a class="reference external" href="https://github.com/matplotlib/matplotlib/issues/25041">here</a>.</p></li>
+<li><p>The labels on bar plots in the <code class="docutils literal notranslate"><span class="pre">TableReport</span></code> for columns of object dtypes
+that have a repr spanning multiple lines could be unreadable. This has been
+fixed in <a class="reference external" href="https://github.com/skrub-data/skrub/pull/1196">#1196</a> by <a class="reference external" href="https://github.com/jeromedockes">Jérôme Dockès</a>.</p></li>
+<li><p>Improve the performance of <a class="reference internal" href="reference/generated/skrub.deduplicate.html#skrub.deduplicate" title="skrub.deduplicate"><code class="xref py py-func docutils literal notranslate"><span class="pre">deduplicate()</span></code></a> by removing some unnecessary
+computations. <a class="reference external" href="https://github.com/skrub-data/skrub/pull/1193">#1193</a> by <a class="reference external" href="https://github.com/jeromedockes">Jérôme Dockès</a>.</p></li>
+</ul>
+</section>
+<section id="maintenance">
+<h3>Maintenance<a class="headerlink" href="#maintenance" title="Link to this heading">#</a></h3>
+<ul class="simple">
+<li><p>Make <code class="docutils literal notranslate"><span class="pre">skrub</span></code> compatible with scikit-learn 1.6.
+<a class="reference external" href="https://github.com/skrub-data/skrub/pull/1169">#1169</a> by <a class="reference external" href="https://github.com/glemaitre">Guillaume Lemaitre</a>.</p></li>
+</ul>
+</section>
+</section>
 <section id="release-0-4-0">
 <h2>Release 0.4.0<a class="headerlink" href="#release-0-4-0" title="Link to this heading">#</a></h2>
 <section id="highlights">
@@ -613,8 +652,8 @@ <h3>Minor changes<a class="headerlink" href="#minor-changes" title="Link to this
 in the shown distribution. <a class="reference external" href="https://github.com/skrub-data/skrub/pull/1157">#1157</a> by <a class="reference external" href="https://github.com/jeromedockes">Jérôme Dockès</a>.</p></li>
 </ul>
 </section>
-<section id="bug-fixes">
-<h3>Bug fixes<a class="headerlink" href="#bug-fixes" title="Link to this heading">#</a></h3>
+<section id="id2">
+<h3>Bug fixes<a class="headerlink" href="#id2" title="Link to this heading">#</a></h3>
 <ul class="simple">
 <li><p>The <a class="reference internal" href="reference/generated/skrub.TableReport.html#skrub.TableReport" title="skrub.TableReport"><code class="xref py py-class docutils literal notranslate"><span class="pre">TableReport</span></code></a> could raise an exception when one of the columns
 contained datetimes with time zones and missing values; this has been fixed in
@@ -632,8 +671,8 @@ <h3>Bug fixes<a class="headerlink" href="#bug-fixes" title="Link to this heading
 </section>
 <section id="release-0-3-1">
 <h2>Release 0.3.1<a class="headerlink" href="#release-0-3-1" title="Link to this heading">#</a></h2>
-<section id="id1">
-<h3>Minor changes<a class="headerlink" href="#id1" title="Link to this heading">#</a></h3>
+<section id="id3">
+<h3>Minor changes<a class="headerlink" href="#id3" title="Link to this heading">#</a></h3>
 <ul class="simple">
 <li><p>For tree-based models, <a class="reference internal" href="reference/generated/skrub.tabular_learner.html#skrub.tabular_learner" title="skrub.tabular_learner"><code class="xref py py-func docutils literal notranslate"><span class="pre">tabular_learner()</span></code></a> now adds
 <cite>handle_unknown=’use_encoded_value’</cite> to the <cite>OrdinalEncoder</cite>, to avoid
@@ -680,8 +719,8 @@ <h3>Minor changes<a class="headerlink" href="#id1" title="Link to this heading">
 </section>
 <section id="release-0-3-0">
 <h2>Release 0.3.0<a class="headerlink" href="#release-0-3-0" title="Link to this heading">#</a></h2>
-<section id="id2">
-<h3>Highlights<a class="headerlink" href="#id2" title="Link to this heading">#</a></h3>
+<section id="id4">
+<h3>Highlights<a class="headerlink" href="#id4" title="Link to this heading">#</a></h3>
 <ul class="simple">
 <li><p>Polars dataframes are now supported across all <code class="docutils literal notranslate"><span class="pre">skrub</span></code> estimators.</p></li>
 <li><p><a class="reference internal" href="reference/generated/skrub.TableReport.html#skrub.TableReport" title="skrub.TableReport"><code class="xref py py-class docutils literal notranslate"><span class="pre">TableReport</span></code></a> generates an interactive report for a dataframe. This
@@ -689,8 +728,8 @@ <h3>Highlights<a class="headerlink" href="#id2" title="Link to this heading">#</
 precomputed examples.</p></li>
 </ul>
 </section>
-<section id="id3">
-<h3>Major changes<a class="headerlink" href="#id3" title="Link to this heading">#</a></h3>
+<section id="id5">
+<h3>Major changes<a class="headerlink" href="#id5" title="Link to this heading">#</a></h3>
 <ul class="simple">
 <li><p>The <a class="reference internal" href="reference/generated/skrub.InterpolationJoiner.html#skrub.InterpolationJoiner" title="skrub.InterpolationJoiner"><code class="xref py py-class docutils literal notranslate"><span class="pre">InterpolationJoiner</span></code></a> now supports polars dataframes. <a class="reference external" href="https://github.com/skrub-data/skrub/pull/1016">#1016</a>
 by <a class="reference external" href="https://github.com/TheooJ">Théo Jolivet</a>.</p></li>
@@ -700,8 +739,8 @@ <h3>Major changes<a class="headerlink" href="#id3" title="Link to this heading">
 saved as a static HTML page. <a class="reference external" href="https://github.com/skrub-data/skrub/pull/984">#984</a> by <a class="reference external" href="https://github.com/jeromedockes">Jérôme Dockès</a>.</p></li>
 </ul>
 </section>
-<section id="id4">
-<h3>Minor changes<a class="headerlink" href="#id4" title="Link to this heading">#</a></h3>
+<section id="id6">
+<h3>Minor changes<a class="headerlink" href="#id6" title="Link to this heading">#</a></h3>
 <ul class="simple">
 <li><p><a class="reference internal" href="reference/generated/skrub.Joiner.html#skrub.Joiner" title="skrub.Joiner"><code class="xref py py-class docutils literal notranslate"><span class="pre">Joiner</span></code></a> and <a class="reference internal" href="reference/generated/skrub.fuzzy_join.html#skrub.fuzzy_join" title="skrub.fuzzy_join"><code class="xref py py-func docutils literal notranslate"><span class="pre">fuzzy_join()</span></code></a> used to raise an error when columns
 with the same name appeared in the main and auxiliary table (after adding the
@@ -721,8 +760,8 @@ <h3>Minor changes<a class="headerlink" href="#id4" title="Link to this heading">
 </section>
 <section id="release-0-2-0">
 <h2>Release 0.2.0<a class="headerlink" href="#release-0-2-0" title="Link to this heading">#</a></h2>
-<section id="id5">
-<h3>Major changes<a class="headerlink" href="#id5" title="Link to this heading">#</a></h3>
+<section id="id7">
+<h3>Major changes<a class="headerlink" href="#id7" title="Link to this heading">#</a></h3>
 <ul class="simple">
 <li><p>The <a class="reference internal" href="reference/generated/skrub.Joiner.html#skrub.Joiner" title="skrub.Joiner"><code class="xref py py-class docutils literal notranslate"><span class="pre">Joiner</span></code></a> has been adapted to support polars dataframes. <a class="reference external" href="https://github.com/skrub-data/skrub/pull/945">#945</a> by <a class="reference external" href="https://github.com/TheooJ">Théo Jolivet</a>.</p></li>
 <li><p>The <a class="reference internal" href="reference/generated/skrub.TableVectorizer.html#skrub.TableVectorizer" title="skrub.TableVectorizer"><code class="xref py py-class docutils literal notranslate"><span class="pre">TableVectorizer</span></code></a> now consistently applies the same transformation
@@ -752,8 +791,8 @@ <h3>Major changes<a class="headerlink" href="#id5" title="Link to this heading">
 learner that works well on tabular data. <a class="reference external" href="https://github.com/skrub-data/skrub/pull/926">#926</a> by <a class="reference external" href="https://github.com/jeromedockes">Jérôme Dockès</a>.</p></li>
 </ul>
 </section>
-<section id="id6">
-<h3>Minor changes<a class="headerlink" href="#id6" title="Link to this heading">#</a></h3>
+<section id="id8">
+<h3>Minor changes<a class="headerlink" href="#id8" title="Link to this heading">#</a></h3>
 <ul class="simple">
 <li><p><a class="reference internal" href="reference/generated/skrub.GapEncoder.html#skrub.GapEncoder" title="skrub.GapEncoder"><code class="xref py py-class docutils literal notranslate"><span class="pre">GapEncoder</span></code></a> and <a class="reference internal" href="reference/generated/skrub.MinHashEncoder.html#skrub.MinHashEncoder" title="skrub.MinHashEncoder"><code class="xref py py-class docutils literal notranslate"><span class="pre">MinHashEncoder</span></code></a> used to modify their input
 in-place, replacing missing values with a string. They no longer do so. Their
@@ -780,8 +819,8 @@ <h2>skrub release 0.1.1<a class="headerlink" href="#skrub-release-0-1-1" title="
 </section>
 <section id="skrub-release-0-1-0">
 <h2>skrub release 0.1.0<a class="headerlink" href="#skrub-release-0-1-0" title="Link to this heading">#</a></h2>
-<section id="id7">
-<h3>Major changes<a class="headerlink" href="#id7" title="Link to this heading">#</a></h3>
+<section id="id9">
+<h3>Major changes<a class="headerlink" href="#id9" title="Link to this heading">#</a></h3>
 <ul class="simple">
 <li><p><code class="xref py py-class docutils literal notranslate"><span class="pre">TargetEncoder</span></code> has been removed in favor of
 <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.preprocessing.TargetEncoder.html#sklearn.preprocessing.TargetEncoder" title="(in scikit-learn v1.6)"><code class="xref py py-class docutils literal notranslate"><span class="pre">sklearn.preprocessing.TargetEncoder</span></code></a>, available since scikit-learn 1.3.</p></li>
@@ -830,8 +869,8 @@ <h3>Major changes<a class="headerlink" href="#id7" title="Link to this heading">
 <a class="reference external" href="https://github.com/jeromedockes">Jérôme Dockès</a>.</p></li>
 </ul>
 </section>
-<section id="id9">
-<h3>Minor changes<a class="headerlink" href="#id9" title="Link to this heading">#</a></h3>
+<section id="id11">
+<h3>Minor changes<a class="headerlink" href="#id11" title="Link to this heading">#</a></h3>
 <ul class="simple">
 <li><p><a class="reference internal" href="reference/generated/skrub.DatetimeEncoder.html#skrub.DatetimeEncoder" title="skrub.DatetimeEncoder"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatetimeEncoder</span></code></a> doesn’t remove constant features anymore.
 It also supports an ‘errors’ argument to raise or coerce errors during
@@ -920,7 +959,7 @@ <h3>Minor changes<a class="headerlink" href="#id9" title="Link to this heading">
 <a class="reference external" href="https://github.com/skrub-data/skrub/pull/644">#644</a> by <a class="reference external" href="https://github.com/LeoGrin">Leo Grinsztajn</a></p></li>
 <li><p><a class="reference internal" href="reference/generated/skrub.TableVectorizer.html#skrub.TableVectorizer" title="skrub.TableVectorizer"><code class="xref py py-class docutils literal notranslate"><span class="pre">TableVectorizer</span></code></a> never output a sparse matrix by default. This can be changed by
 increasing the <cite>sparse_threshold</cite> parameter. <a class="reference external" href="https://github.com/skrub-data/skrub/pull/646">#646</a> by <a class="reference external" href="https://github.com/LeoGrin">Leo Grinsztajn</a></p></li>
-<li><p><a class="reference internal" href="reference/generated/skrub.TableVectorizer.html#skrub.TableVectorizer" title="skrub.TableVectorizer"><code class="xref py py-class docutils literal notranslate"><span class="pre">TableVectorizer</span></code></a> doesn’t fail anymore if an infered type doesn’t work during transform.
+<li><p><a class="reference internal" href="reference/generated/skrub.TableVectorizer.html#skrub.TableVectorizer" title="skrub.TableVectorizer"><code class="xref py py-class docutils literal notranslate"><span class="pre">TableVectorizer</span></code></a> doesn’t fail anymore if an inferred type doesn’t work during transform.
 The new entries not matching the type are replaced by missing values. <a class="reference external" href="https://github.com/skrub-data/skrub/pull/666">#666</a> by <a class="reference external" href="https://github.com/LeoGrin">Leo Grinsztajn</a></p></li>
 </ul>
 <ul class="simple">
@@ -944,8 +983,8 @@ <h2>Before skrub: dirty_cat<a class="headerlink" href="#before-skrub-dirty-cat"
 </section>
 <section id="dirty-cat-release-0-4-1">
 <h2>Dirty-cat release 0.4.1<a class="headerlink" href="#dirty-cat-release-0-4-1" title="Link to this heading">#</a></h2>
-<section id="id10">
-<h3>Major changes<a class="headerlink" href="#id10" title="Link to this heading">#</a></h3>
+<section id="id12">
+<h3>Major changes<a class="headerlink" href="#id12" title="Link to this heading">#</a></h3>
 <ul class="simple">
 <li><p><a class="reference internal" href="reference/generated/skrub.fuzzy_join.html#skrub.fuzzy_join" title="skrub.fuzzy_join"><code class="xref py py-func docutils literal notranslate"><span class="pre">fuzzy_join()</span></code></a> and <code class="xref py py-class docutils literal notranslate"><span class="pre">FeatureAugmenter</span></code> can now join on numerical columns based on the euclidean distance.
 <a class="reference external" href="https://github.com/skrub-data/skrub/pull/530">#530</a> by <a class="reference external" href="https://github.com/jovan-stojanovic">Jovan Stojanovic</a></p></li>
@@ -961,8 +1000,8 @@ <h3>Major changes<a class="headerlink" href="#id10" title="Link to this heading"
 KEN embeddings. <a class="reference external" href="https://github.com/skrub-data/skrub/pull/539">#539</a> by <a class="reference external" href="https://github.com/LilianBoulard">Lilian Boulard</a>.</p></li>
 </ul>
 </section>
-<section id="id11">
-<h3>Minor changes<a class="headerlink" href="#id11" title="Link to this heading">#</a></h3>
+<section id="id13">
+<h3>Minor changes<a class="headerlink" href="#id13" title="Link to this heading">#</a></h3>
 <ul class="simple">
 <li><p>Improvement of date column detection and date format inference in <a class="reference internal" href="reference/generated/skrub.TableVectorizer.html#skrub.TableVectorizer" title="skrub.TableVectorizer"><code class="xref py py-class docutils literal notranslate"><span class="pre">TableVectorizer</span></code></a>. The
 format inference now tries to find a format which works for all non-missing values of the column, and only
@@ -974,8 +1013,8 @@ <h3>Minor changes<a class="headerlink" href="#id11" title="Link to this heading"
 </section>
 <section id="dirty-cat-release-0-4-0">
 <h2>Dirty-cat Release 0.4.0<a class="headerlink" href="#dirty-cat-release-0-4-0" title="Link to this heading">#</a></h2>
-<section id="id12">
-<h3>Major changes<a class="headerlink" href="#id12" title="Link to this heading">#</a></h3>
+<section id="id14">
+<h3>Major changes<a class="headerlink" href="#id14" title="Link to this heading">#</a></h3>
 <ul class="simple">
 <li><p><cite>SuperVectorizer</cite> is renamed as <a class="reference internal" href="reference/generated/skrub.TableVectorizer.html#skrub.TableVectorizer" title="skrub.TableVectorizer"><code class="xref py py-class docutils literal notranslate"><span class="pre">TableVectorizer</span></code></a>, a warning is raised when using the old name.
 <a class="reference external" href="https://github.com/skrub-data/skrub/pull/484">#484</a> by <a class="reference external" href="https://github.com/jovan-stojanovic">Jovan Stojanovic</a></p></li>
@@ -994,8 +1033,8 @@ <h3>Major changes<a class="headerlink" href="#id12" title="Link to this heading"
 <a class="reference external" href="https://github.com/skrub-data/skrub/pull/339">#339</a> by <a class="reference external" href="https://github.com/mjboos">Moritz Boos</a>.</p></li>
 </ul>
 </section>
-<section id="id13">
-<h3>Minor changes<a class="headerlink" href="#id13" title="Link to this heading">#</a></h3>
+<section id="id15">
+<h3>Minor changes<a class="headerlink" href="#id15" title="Link to this heading">#</a></h3>
 <ul class="simple">
 <li><p>Add example <cite>Wikipedia embeddings to enrich the data</cite>. <a class="reference external" href="https://github.com/skrub-data/skrub/pull/487">#487</a> by <a class="reference external" href="https://github.com/jovan-stojanovic">Jovan Stojanovic</a></p></li>
 <li><p><strong>datasets.fetching</strong>: contains a new function <code class="xref py py-func docutils literal notranslate"><span class="pre">get_ken_embeddings()</span></code> that can be used to download Wikipedia
@@ -1016,8 +1055,8 @@ <h3>Minor changes<a class="headerlink" href="#id13" title="Link to this heading"
 This means that categories seen only at test time will be encoded by a vector of zeroes instead of raising an error. <a class="reference external" href="https://github.com/skrub-data/skrub/pull/473">#473</a> by <a class="reference external" href="https://github.com/LeoGrin">Leo Grinsztajn</a></p></li>
 </ul>
 </section>
-<section id="id14">
-<h3>Bug fixes<a class="headerlink" href="#id14" title="Link to this heading">#</a></h3>
+<section id="id16">
+<h3>Bug fixes<a class="headerlink" href="#id16" title="Link to this heading">#</a></h3>
 <ul class="simple">
 <li><p>The <a class="reference internal" href="reference/generated/skrub.MinHashEncoder.html#skrub.MinHashEncoder" title="skrub.MinHashEncoder"><code class="xref py py-class docutils literal notranslate"><span class="pre">MinHashEncoder</span></code></a> now considers <cite>None</cite> and empty strings as missing values, rather
 than raising an error. <a class="reference external" href="https://github.com/skrub-data/skrub/pull/378">#378</a> by <a class="reference external" href="https://github.com/GaelVaroquaux">Gael Varoquaux</a></p></li>
@@ -1026,8 +1065,8 @@ <h3>Bug fixes<a class="headerlink" href="#id14" title="Link to this heading">#</
 </section>
 <section id="dirty-cat-release-0-3-0">
 <h2>Dirty-cat Release 0.3.0<a class="headerlink" href="#dirty-cat-release-0-3-0" title="Link to this heading">#</a></h2>
-<section id="id15">
-<h3>Major changes<a class="headerlink" href="#id15" title="Link to this heading">#</a></h3>
+<section id="id17">
+<h3>Major changes<a class="headerlink" href="#id17" title="Link to this heading">#</a></h3>
 <ul>
 <li><p>New encoder: <a class="reference internal" href="reference/generated/skrub.DatetimeEncoder.html#skrub.DatetimeEncoder" title="skrub.DatetimeEncoder"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatetimeEncoder</span></code></a> can transform a datetime column into several numerical columns
 (year, month, day, hour, minute, second, …). It is now the default transformer used
@@ -1071,8 +1110,8 @@ <h3>Notes<a class="headerlink" href="#notes" title="Link to this heading">#</a><
 </section>
 <section id="dirty-cat-release-0-2-2">
 <h2>Dirty-cat Release 0.2.2<a class="headerlink" href="#dirty-cat-release-0-2-2" title="Link to this heading">#</a></h2>
-<section id="id16">
-<h3>Bug fixes<a class="headerlink" href="#id16" title="Link to this heading">#</a></h3>
+<section id="id18">
+<h3>Bug fixes<a class="headerlink" href="#id18" title="Link to this heading">#</a></h3>
 <ul class="simple">
 <li><p>Fixed a bug in the <a class="reference internal" href="reference/generated/skrub.TableVectorizer.html#skrub.TableVectorizer" title="skrub.TableVectorizer"><code class="xref py py-class docutils literal notranslate"><span class="pre">TableVectorizer</span></code></a> causing a <a class="reference external" href="https://docs.python.org/3/library/exceptions.html#FutureWarning" title="(in Python v3.13)"><code class="xref py py-class docutils literal notranslate"><span class="pre">FutureWarning</span></code></a>
 when using the <code class="xref py py-func docutils literal notranslate"><span class="pre">get_feature_names_out()</span></code> method. <a class="reference external" href="https://github.com/skrub-data/skrub/pull/262">#262</a> by <a class="reference external" href="https://github.com/LilianBoulard">Lilian Boulard</a></p></li>
@@ -1081,8 +1120,8 @@ <h3>Bug fixes<a class="headerlink" href="#id16" title="Link to this heading">#</
 </section>
 <section id="dirty-cat-release-0-2-1">
 <h2>Dirty-cat Release 0.2.1<a class="headerlink" href="#dirty-cat-release-0-2-1" title="Link to this heading">#</a></h2>
-<section id="id17">
-<h3>Major changes<a class="headerlink" href="#id17" title="Link to this heading">#</a></h3>
+<section id="id19">
+<h3>Major changes<a class="headerlink" href="#id19" title="Link to this heading">#</a></h3>
 <ul>
 <li><p>Improvements to the <a class="reference internal" href="reference/generated/skrub.TableVectorizer.html#skrub.TableVectorizer" title="skrub.TableVectorizer"><code class="xref py py-class docutils literal notranslate"><span class="pre">TableVectorizer</span></code></a></p>
 <blockquote>
@@ -1106,16 +1145,16 @@ <h3>Major changes<a class="headerlink" href="#id17" title="Link to this heading"
 </li>
 </ul>
 </section>
-<section id="id18">
-<h3>Bug-fixes<a class="headerlink" href="#id18" title="Link to this heading">#</a></h3>
+<section id="id20">
+<h3>Bug-fixes<a class="headerlink" href="#id20" title="Link to this heading">#</a></h3>
 <ul class="simple">
 <li><p>Fixed a bug that resulted in the <a class="reference internal" href="reference/generated/skrub.GapEncoder.html#skrub.GapEncoder" title="skrub.GapEncoder"><code class="xref py py-class docutils literal notranslate"><span class="pre">GapEncoder</span></code></a> ignoring the analyzer argument. <a class="reference external" href="https://github.com/skrub-data/skrub/pull/242">#242</a> by <a class="reference external" href="https://github.com/jovan-stojanovic">Jovan Stojanovic</a></p></li>
 <li><p><a class="reference internal" href="reference/generated/skrub.GapEncoder.html#skrub.GapEncoder" title="skrub.GapEncoder"><code class="xref py py-class docutils literal notranslate"><span class="pre">GapEncoder</span></code></a>’s <cite>get_feature_names_out</cite> now accepts all iterators, not just lists. <a class="reference external" href="https://github.com/skrub-data/skrub/pull/255">#255</a> by <a class="reference external" href="https://github.com/LilianBoulard">Lilian Boulard</a></p></li>
 <li><p>Fixed <a class="reference external" href="https://docs.python.org/3/library/exceptions.html#DeprecationWarning" title="(in Python v3.13)"><code class="xref py py-class docutils literal notranslate"><span class="pre">DeprecationWarning</span></code></a> raised by the usage of <cite>distutils.version.LooseVersion</cite>. <a class="reference external" href="https://github.com/skrub-data/skrub/pull/261">#261</a> by <a class="reference external" href="https://github.com/LilianBoulard">Lilian Boulard</a></p></li>
 </ul>
 </section>
-<section id="id19">
-<h3>Notes<a class="headerlink" href="#id19" title="Link to this heading">#</a></h3>
+<section id="id21">
+<h3>Notes<a class="headerlink" href="#id21" title="Link to this heading">#</a></h3>
 <ul class="simple">
 <li><p>Remove trailing imports in the <a class="reference internal" href="reference/generated/skrub.MinHashEncoder.html#skrub.MinHashEncoder" title="skrub.MinHashEncoder"><code class="xref py py-class docutils literal notranslate"><span class="pre">MinHashEncoder</span></code></a>.</p></li>
 <li><p>Fix typos and update links for website.</p></li>
@@ -1126,8 +1165,8 @@ <h3>Notes<a class="headerlink" href="#id19" title="Link to this heading">#</a></
 <section id="dirty-cat-release-0-2-0">
 <h2>Dirty-cat Release 0.2.0<a class="headerlink" href="#dirty-cat-release-0-2-0" title="Link to this heading">#</a></h2>
 <p>Also see pre-release 0.2.0a1 below for additional changes.</p>
-<section id="id20">
-<h3>Major changes<a class="headerlink" href="#id20" title="Link to this heading">#</a></h3>
+<section id="id22">
+<h3>Major changes<a class="headerlink" href="#id22" title="Link to this heading">#</a></h3>
 <ul>
 <li><p>Bump minimum dependencies:</p>
 <ul class="simple">
@@ -1161,8 +1200,8 @@ <h3>Major changes<a class="headerlink" href="#id20" title="Link to this heading"
 since <cite>get_feature_names</cite> will be depreciated in scikit-learn 1.2. <a class="reference external" href="https://github.com/skrub-data/skrub/pull/216">#216</a> by <a class="reference external" href="https://github.com/alexis-cvetkov">Alexis Cvetkov</a></p></li>
 </ul>
 </section>
-<section id="id21">
-<h3>Notes<a class="headerlink" href="#id21" title="Link to this heading">#</a></h3>
+<section id="id23">
+<h3>Notes<a class="headerlink" href="#id23" title="Link to this heading">#</a></h3>
 <ul>
 <li><p>Removed hard-coded CSV file <cite>dirty_cat/data/FiveThirtyEight_Midwest_Survey.csv</cite>.</p></li>
 <li><p>Improvements to the <a class="reference internal" href="reference/generated/skrub.TableVectorizer.html#skrub.TableVectorizer" title="skrub.TableVectorizer"><code class="xref py py-class docutils literal notranslate"><span class="pre">TableVectorizer</span></code></a></p>
@@ -1187,8 +1226,8 @@ <h2>Dirty-cat Release 0.2.0a1<a class="headerlink" href="#dirty-cat-release-0-2-
 <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">pip</span> <span class="n">install</span> <span class="n">git</span><span class="o">+</span><span class="n">https</span><span class="p">:</span><span class="o">//</span><span class="n">github</span><span class="o">.</span><span class="n">com</span><span class="o">/</span><span class="n">dirty</span><span class="o">-</span><span class="n">cat</span><span class="o">/</span><span class="n">dirty_cat</span><span class="o">.</span><span class="n">git</span>
 </pre></div>
 </div>
-<section id="id22">
-<h3>Major changes<a class="headerlink" href="#id22" title="Link to this heading">#</a></h3>
+<section id="id24">
+<h3>Major changes<a class="headerlink" href="#id24" title="Link to this heading">#</a></h3>
 <ul class="simple">
 <li><p>Bump minimum dependencies:</p>
 <ul>
@@ -1210,8 +1249,8 @@ <h3>Major changes<a class="headerlink" href="#id22" title="Link to this heading"
 <a class="reference external" href="https://github.com/skrub-data/skrub/pull/185">#185</a> by <a class="reference external" href="https://github.com/LilianBoulard">Lilian Boulard</a> and <a class="reference external" href="https://github.com/alexis-cvetkov">Alexis Cvetkov</a>.</p></li>
 </ul>
 </section>
-<section id="id23">
-<h3>Bug-fixes<a class="headerlink" href="#id23" title="Link to this heading">#</a></h3>
+<section id="id25">
+<h3>Bug-fixes<a class="headerlink" href="#id25" title="Link to this heading">#</a></h3>
 <ul class="simple">
 <li><p>Fix <cite>get_feature_names</cite> for scikit-learn &gt; 0.21. <a class="reference external" href="https://github.com/skrub-data/skrub/pull/216">#216</a> by <a class="reference external" href="https://github.com/alexis-cvetkov">Alexis Cvetkov</a></p></li>
 </ul>
@@ -1219,11 +1258,11 @@ <h3>Bug-fixes<a class="headerlink" href="#id23" title="Link to this heading">#</
 </section>
 <section id="dirty-cat-release-0-1-1">
 <h2>Dirty-cat Release 0.1.1<a class="headerlink" href="#dirty-cat-release-0-1-1" title="Link to this heading">#</a></h2>
-<section id="id24">
-<h3>Major changes<a class="headerlink" href="#id24" title="Link to this heading">#</a></h3>
+<section id="id26">
+<h3>Major changes<a class="headerlink" href="#id26" title="Link to this heading">#</a></h3>
 </section>
-<section id="id25">
-<h3>Bug-fixes<a class="headerlink" href="#id25" title="Link to this heading">#</a></h3>
+<section id="id27">
+<h3>Bug-fixes<a class="headerlink" href="#id27" title="Link to this heading">#</a></h3>
 <ul class="simple">
 <li><p>RuntimeWarnings due to overflow in <a class="reference internal" href="reference/generated/skrub.GapEncoder.html#skrub.GapEncoder" title="skrub.GapEncoder"><code class="xref py py-class docutils literal notranslate"><span class="pre">GapEncoder</span></code></a>. <a class="reference external" href="https://github.com/skrub-data/skrub/pull/161">#161</a> by <a class="reference external" href="https://github.com/alexis-cvetkov">Alexis Cvetkov</a></p></li>
 </ul>
@@ -1231,8 +1270,8 @@ <h3>Bug-fixes<a class="headerlink" href="#id25" title="Link to this heading">#</
 </section>
 <section id="dirty-cat-release-0-1-0">
 <h2>Dirty-cat Release 0.1.0<a class="headerlink" href="#dirty-cat-release-0-1-0" title="Link to this heading">#</a></h2>
-<section id="id26">
-<h3>Major changes<a class="headerlink" href="#id26" title="Link to this heading">#</a></h3>
+<section id="id28">
+<h3>Major changes<a class="headerlink" href="#id28" title="Link to this heading">#</a></h3>
 <ul class="simple">
 <li><p><a class="reference internal" href="reference/generated/skrub.GapEncoder.html#skrub.GapEncoder" title="skrub.GapEncoder"><code class="xref py py-class docutils literal notranslate"><span class="pre">GapEncoder</span></code></a>: Added online Gamma-Poisson factorization through the
 <a class="reference internal" href="reference/generated/skrub.GapEncoder.html#skrub.GapEncoder" title="skrub.GapEncoder"><code class="xref py py-class docutils literal notranslate"><span class="pre">GapEncoder</span></code></a> class. This method discovers latent categories formed
@@ -1240,8 +1279,8 @@ <h3>Major changes<a class="headerlink" href="#id26" title="Link to this heading"
 these categories. To be used if interpretability is important. <a class="reference external" href="https://github.com/skrub-data/skrub/pull/153">#153</a> by <a class="reference external" href="https://github.com/alexis-cvetkov">Alexis Cvetkov</a></p></li>
 </ul>
 </section>
-<section id="id27">
-<h3>Bug-fixes<a class="headerlink" href="#id27" title="Link to this heading">#</a></h3>
+<section id="id29">
+<h3>Bug-fixes<a class="headerlink" href="#id29" title="Link to this heading">#</a></h3>
 <ul class="simple">
 <li><p>Multiprocessing exception in notebook. <a class="reference external" href="https://github.com/skrub-data/skrub/pull/154">#154</a> by <a class="reference external" href="https://github.com/LilianBoulard">Lilian Boulard</a></p></li>
 </ul>
@@ -1352,82 +1391,88 @@ <h2>Dirty-cat Release 0.0.5<a class="headerlink" href="#dirty-cat-release-0-0-5"
   </div>
   <nav class="bd-toc-nav page-toc" aria-labelledby="pst-page-navigation-heading-2">
     <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#release-0-4-1">Release 0.4.1</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id1">Changes</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#bug-fixes">Bug fixes</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#maintenance">Maintenance</a></li>
+</ul>
+</li>
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#release-0-4-0">Release 0.4.0</a><ul class="nav section-nav flex-column">
 <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#highlights">Highlights</a></li>
 <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#new-features">New features</a></li>
 <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#major-changes">Major changes</a></li>
 <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#minor-changes">Minor changes</a></li>
-<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#bug-fixes">Bug fixes</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id2">Bug fixes</a></li>
 </ul>
 </li>
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#release-0-3-1">Release 0.3.1</a><ul class="nav section-nav flex-column">
-<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id1">Minor changes</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id3">Minor changes</a></li>
 </ul>
 </li>
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#release-0-3-0">Release 0.3.0</a><ul class="nav section-nav flex-column">
-<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id2">Highlights</a></li>
-<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id3">Major changes</a></li>
-<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id4">Minor changes</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id4">Highlights</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id5">Major changes</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id6">Minor changes</a></li>
 </ul>
 </li>
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#release-0-2-0">Release 0.2.0</a><ul class="nav section-nav flex-column">
-<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id5">Major changes</a></li>
-<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id6">Minor changes</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id7">Major changes</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id8">Minor changes</a></li>
 </ul>
 </li>
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#skrub-release-0-1-1">skrub release 0.1.1</a></li>
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#skrub-release-0-1-0">skrub release 0.1.0</a><ul class="nav section-nav flex-column">
-<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id7">Major changes</a></li>
-<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id9">Minor changes</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id9">Major changes</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id11">Minor changes</a></li>
 </ul>
 </li>
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#before-skrub-dirty-cat">Before skrub: dirty_cat</a></li>
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#dirty-cat-release-0-4-1">Dirty-cat release 0.4.1</a><ul class="nav section-nav flex-column">
-<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id10">Major changes</a></li>
-<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id11">Minor changes</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id12">Major changes</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id13">Minor changes</a></li>
 </ul>
 </li>
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#dirty-cat-release-0-4-0">Dirty-cat Release 0.4.0</a><ul class="nav section-nav flex-column">
-<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id12">Major changes</a></li>
-<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id13">Minor changes</a></li>
-<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id14">Bug fixes</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id14">Major changes</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id15">Minor changes</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id16">Bug fixes</a></li>
 </ul>
 </li>
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#dirty-cat-release-0-3-0">Dirty-cat Release 0.3.0</a><ul class="nav section-nav flex-column">
-<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id15">Major changes</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id17">Major changes</a></li>
 <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#notes">Notes</a></li>
 </ul>
 </li>
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#dirty-cat-release-0-2-2">Dirty-cat Release 0.2.2</a><ul class="nav section-nav flex-column">
-<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id16">Bug fixes</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id18">Bug fixes</a></li>
 </ul>
 </li>
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#dirty-cat-release-0-2-1">Dirty-cat Release 0.2.1</a><ul class="nav section-nav flex-column">
-<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id17">Major changes</a></li>
-<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id18">Bug-fixes</a></li>
-<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id19">Notes</a></li>
-</ul>
-</li>
-<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#dirty-cat-release-0-2-0">Dirty-cat Release 0.2.0</a><ul class="nav section-nav flex-column">
-<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id20">Major changes</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id19">Major changes</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id20">Bug-fixes</a></li>
 <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id21">Notes</a></li>
 </ul>
 </li>
-<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#dirty-cat-release-0-2-0a1">Dirty-cat Release 0.2.0a1</a><ul class="nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#dirty-cat-release-0-2-0">Dirty-cat Release 0.2.0</a><ul class="nav section-nav flex-column">
 <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id22">Major changes</a></li>
-<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id23">Bug-fixes</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id23">Notes</a></li>
 </ul>
 </li>
-<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#dirty-cat-release-0-1-1">Dirty-cat Release 0.1.1</a><ul class="nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#dirty-cat-release-0-2-0a1">Dirty-cat Release 0.2.0a1</a><ul class="nav section-nav flex-column">
 <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id24">Major changes</a></li>
 <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id25">Bug-fixes</a></li>
 </ul>
 </li>
-<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#dirty-cat-release-0-1-0">Dirty-cat Release 0.1.0</a><ul class="nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#dirty-cat-release-0-1-1">Dirty-cat Release 0.1.1</a><ul class="nav section-nav flex-column">
 <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id26">Major changes</a></li>
 <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id27">Bug-fixes</a></li>
 </ul>
 </li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#dirty-cat-release-0-1-0">Dirty-cat Release 0.1.0</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id28">Major changes</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id29">Bug-fixes</a></li>
+</ul>
+</li>
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#dirty-cat-release-0-0-7">Dirty-cat Release 0.0.7</a></li>
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#dirty-cat-release-0-0-6">Dirty-cat Release 0.0.6</a></li>
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#dirty-cat-release-0-0-5">Dirty-cat Release 0.0.5</a></li>
diff --git a/0.4/CONTRIBUTING.html b/0.4/CONTRIBUTING.html
index 0880f94b9..de0f4a732 100644
--- a/0.4/CONTRIBUTING.html
+++ b/0.4/CONTRIBUTING.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="_static/documentation_options.js?v=6c02275b"></script>
+    <script src="_static/documentation_options.js?v=c87aa342"></script>
     <script src="_static/doctools.js?v=9bcbadda"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="_static/skrub.svg"/>
@@ -74,7 +74,7 @@
     <link rel="prev" title="About" href="about.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -651,13 +651,48 @@ <h4>Preparing the ground<a class="headerlink" href="#preparing-the-ground" title
 </section>
 <section id="setting-up-the-environment">
 <h4>Setting up the environment<a class="headerlink" href="#setting-up-the-environment" title="Link to this heading">#</a></h4>
-<p>Follow the steps in the <a class="reference internal" href="install.html#installation-instructions"><span class="std std-ref">Install</span></a> &gt; “From Source” section
-to set up your environment, install the required development dependencies, and
-run the tests.</p>
-<p>When starting to work on a new issue, it’s recommended to create a new branch:</p>
-<div class="highlight-console notranslate"><div class="highlight"><pre><span></span><span class="go">git switch -c branch_name</span>
+<p>To contribute, you will first have to run through some steps:</p>
+<ul class="simple">
+<li><p>Set up your environment by forking the repository (<a class="reference external" href="https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/working-with-forks/fork-a-repo">Github doc on
+forking and
+cloning</a>).</p></li>
+<li><p>Create and activate a new virtual environment:</p>
+<ul>
+<li><p>With <a class="reference external" href="https://docs.python.org/3/library/venv.html">venv</a>, create
+the env with <code class="docutils literal notranslate"><span class="pre">python</span> <span class="pre">-m</span> <span class="pre">venv</span> <span class="pre">env_skrub</span></code> and then activate it with
+<code class="docutils literal notranslate"><span class="pre">source</span> <span class="pre">env_skrub/bin/activate</span></code>.</p></li>
+<li><p>With
+<a class="reference external" href="https://docs.conda.io/projects/conda/en/latest/user-guide/tasks/manage-environments.html">conda</a>,
+create the env with <code class="docutils literal notranslate"><span class="pre">conda</span> <span class="pre">new</span> <span class="pre">-n</span> <span class="pre">env_skrub</span></code> and activate it with
+<code class="docutils literal notranslate"><span class="pre">conda</span> <span class="pre">activate</span> <span class="pre">env_skrub</span></code>.</p></li>
+<li><p>While at the root of your local copy of skrub and within the new
+env, install the required development dependencies by running
+<code class="docutils literal notranslate"><span class="pre">pip</span> <span class="pre">install</span> <span class="pre">--editable</span> <span class="pre">&quot;.[dev,</span> <span class="pre">lint,</span> <span class="pre">test,</span> <span class="pre">doc]&quot;</span></code>.</p></li>
+</ul>
+</li>
+<li><p>Run <code class="docutils literal notranslate"><span class="pre">pre-commit</span> <span class="pre">install</span></code> to activate some checks that will run every
+time you do a <code class="docutils literal notranslate"><span class="pre">git</span> <span class="pre">commit</span></code> (mostly, formatting checks).</p></li>
+</ul>
+<p>If you want to make sure that everything runs properly, you can run all
+the tests with the command <code class="docutils literal notranslate"><span class="pre">pytest</span> <span class="pre">-s</span> <span class="pre">skrub/tests</span></code>; note that this may
+take a long time. Some tests may raise warnings such as:</p>
+<div class="highlight-sh notranslate"><div class="highlight"><pre><span></span>UserWarning:<span class="w"> </span>Only<span class="w"> </span>pandas<span class="w"> </span>and<span class="w"> </span>polars<span class="w"> </span>DataFrames<span class="w"> </span>are<span class="w"> </span>supported,<span class="w"> </span>but<span class="w"> </span>input<span class="w"> </span>is<span class="w"> </span>a<span class="w"> </span>Numpy<span class="w"> </span>array.<span class="w"> </span>Please<span class="w"> </span>convert<span class="w"> </span>Numpy<span class="w"> </span>arrays<span class="w"> </span>to<span class="w"> </span>DataFrames<span class="w"> </span>before<span class="w"> </span>passing<span class="w"> </span>them<span class="w"> </span>to<span class="w"> </span>skrub<span class="w"> </span>transformers.<span class="w"> </span>Converting<span class="w"> </span>to<span class="w"> </span>pandas<span class="w"> </span>DataFrame<span class="w"> </span>with<span class="w"> </span>columns<span class="w"> </span><span class="o">[</span><span class="s1">&#39;0&#39;</span>,<span class="w"> </span><span class="s1">&#39;1&#39;</span>,<span class="w"> </span>…<span class="o">]</span>.
+<span class="w">  </span>warnings.warn<span class="o">(</span>
 </pre></div>
 </div>
+<p>This is expected, and you may proceed with the next steps without worrying about them. However, no tests should fail at this point: if they do fail, then let us know.</p>
+<p>Now that the development environment is ready, you may start working on
+the new issue by creating a new branch:</p>
+<div class="highlight-sh notranslate"><div class="highlight"><pre><span></span>git<span class="w"> </span>checkout<span class="w"> </span>-b<span class="w"> </span>my-branch-name-eg-fix-issue-123
+<span class="c1"># make some changes</span>
+git<span class="w"> </span>add<span class="w"> </span>./the/file-i-changed
+git<span class="w"> </span>commit<span class="w"> </span>-m<span class="w"> </span><span class="s2">&quot;my message&quot;</span>
+git<span class="w"> </span>push<span class="w"> </span>--set-upstream<span class="w"> </span>origin<span class="w"> </span>my-branch-name-eg-fix-issue-123
+</pre></div>
+</div>
+<p>At this point, if you visit again the <a class="reference external" href="https://github.com/skrub-data/skrub/pulls">pull requests
+page</a> github should show a
+banner asking if you want to open a pull request from your new branch.</p>
 </section>
 <section id="implementation-guidelines">
 <span id="id2"></span><h4>Implementation Guidelines<a class="headerlink" href="#implementation-guidelines" title="Link to this heading">#</a></h4>
@@ -709,15 +744,26 @@ <h3>Testing the code<a class="headerlink" href="#testing-the-code" title="Link t
 <code class="docutils literal notranslate"><span class="pre">amazing_function</span></code>. In this case, you should also update
 <code class="docutils literal notranslate"><span class="pre">skrub/_dataframe/tests/test_common.py</span></code> to add a test for the
 <code class="docutils literal notranslate"><span class="pre">amazing_function</span></code>.</p>
-<p>Run each updated test file using <code class="docutils literal notranslate"><span class="pre">pytest</span></code>:</p>
+<p>Run each updated test file using <code class="docutils literal notranslate"><span class="pre">pytest</span></code>
+([pytest docs](<a class="reference external" href="https://docs.pytest.org/en/stable/">https://docs.pytest.org/en/stable/</a>)):</p>
 <div class="highlight-sh notranslate"><div class="highlight"><pre><span></span>pytest<span class="w"> </span>-vsl<span class="w"> </span>skrub/tests/test_amazing_transformer.py<span class="w"> </span><span class="se">\</span>
 skrub/_dataframe/tests/test_common.py<span class="w"> </span><span class="se">\</span>
 skrub/_dataframe/tests/test_table_vectorizer.py
 </pre></div>
 </div>
 <p>The <code class="docutils literal notranslate"><span class="pre">-vsl</span></code> flag provides more information when running the tests.</p>
+<p>It is also possible to run a specific test, or set of tests using the
+commands <code class="docutils literal notranslate"><span class="pre">pytest</span> <span class="pre">the_file.py::the_test</span></code>, or
+<code class="docutils literal notranslate"><span class="pre">pytest</span> <span class="pre">the_file.py</span> <span class="pre">-k</span> <span class="pre">'test_name_pattern'</span></code>. This is helpful to avoid
+having to run all the tests.</p>
+<p>If you work on Windows, you might have some issues with the working
+directory if you use <code class="docutils literal notranslate"><span class="pre">pytest</span></code>, while <code class="docutils literal notranslate"><span class="pre">python</span> <span class="pre">-m</span> <span class="pre">pytest</span> <span class="pre">...</span></code> should
+be more robust.</p>
 <p>Once you are satisfied with your changes, you can run all the tests to make sure
 that your change did not break code elsewhere:</p>
+<div class="highlight-sh notranslate"><div class="highlight"><pre><span></span>pytest<span class="w"> </span>-s<span class="w"> </span>skrub/tests
+</pre></div>
+</div>
 <p>Finally, sync your changes with the remote repository and wait for CI to run.</p>
 </section>
 <section id="checking-coverage-on-the-local-machine">
@@ -741,22 +787,28 @@ <h3>Updating doctests<a class="headerlink" href="#updating-doctests" title="Link
 <div class="highlight-sh notranslate"><div class="highlight"><pre><span></span>pytest<span class="w"> </span>skrub/path/to/file
 </pre></div>
 </div>
+</section>
+<section id="formatting-and-pre-commit-checks">
+<h3>Formatting and pre-commit checks<a class="headerlink" href="#formatting-and-pre-commit-checks" title="Link to this heading">#</a></h3>
+<p>Formatting the code well helps with code development and maintenance,
+which why is skrub requires that all commits follow a specific set of
+formatting rules to ensure code quality.</p>
+<p>Luckily, these checks are performed automatically by the <code class="docutils literal notranslate"><span class="pre">pre-commit</span></code>
+tool (<a class="reference external" href="https://pre-commit.com">pre-commit docs</a>) before any commit
+can be pushed. Something worth noting is that if the <code class="docutils literal notranslate"><span class="pre">pre-commit</span></code>
+hooks format some files, the commit will be canceled: you will have to
+stage the changes made by <code class="docutils literal notranslate"><span class="pre">pre-commit</span></code> and commit again.</p>
 <section id="submitting-your-code">
 <h4>Submitting your code<a class="headerlink" href="#submitting-your-code" title="Link to this heading">#</a></h4>
 <p>Once you have pushed your commits to your remote repository, you can submit
 a PR by clicking the “Compare &amp; pull request” button on GitHub,
 targeting the skrub repository.</p>
 </section>
-<section id="integration">
-<h4>Integration<a class="headerlink" href="#integration" title="Link to this heading">#</a></h4>
-<p>Community consensus is key in the integration process. Expect a minimum
-of 1 to 3 reviews depending on the size of the change before we consider
-merging the PR.</p>
-<p>Please be mindful that maintainers are volunteers, so review times may vary.</p>
-</section>
 </section>
 <section id="continuous-integration-ci">
 <h3>Continuous Integration (CI)<a class="headerlink" href="#continuous-integration-ci" title="Link to this heading">#</a></h3>
+<p>After creating your PR, CI tools will run proceed to run all the tests on all
+configurations supported by skrub.</p>
 <ul class="simple">
 <li><p><strong>Github Actions</strong>:
 Used for testing skrub across various platforms (Linux, macOS, Windows)
@@ -799,18 +851,28 @@ <h3>Continuous Integration (CI)<a class="headerlink" href="#continuous-integrati
 </div></blockquote>
 <p>Note that by default the documentation is built, but only the examples that are
 directly modified by the pull request are executed.</p>
-<ul class="simple">
-<li><p>If the remote repository was changed, you might need to run
-<code class="docutils literal notranslate"><span class="pre">pre-commit</span> <span class="pre">run</span> <span class="pre">--all-files</span></code> to make sure that the formatting is
-correct.</p></li>
-<li><p>If a specific test environment fails, it is possible to run the tests
-in the environment that is failing by using pixi. For example if the
-env is <code class="docutils literal notranslate"><span class="pre">ci-py309-min-optional-deps</span></code>, it is possible to replicate it
-using the following command:</p></li>
-</ul>
+<p>CI is testing all possible configurations supported by skrub, so tests may fail
+with configurations different from what you are developing with. If this is the
+case,  it is possible to run the tests in the environment that is failing by
+using pixi. For example if the env is <code class="docutils literal notranslate"><span class="pre">ci-py309-min-optional-deps</span></code>, it is
+possible to replicate it using the following command:</p>
 <div class="highlight-sh notranslate"><div class="highlight"><pre><span></span>pixi<span class="w"> </span>run<span class="w"> </span>-e<span class="w"> </span>ci-py309-min-optional-deps<span class="w">  </span>pytest<span class="w"> </span>skrub/tests/path/to/test
 </pre></div>
 </div>
+<p>This command downloads the specific environment on the machine, so you can test
+it locally and apply fixes, or have a clearer idea of where the code is failing
+to discuss with the maintainers.</p>
+<dl class="simple">
+<dt>Finally, if the remote repository was changed, you might need to run</dt><dd><p><code class="docutils literal notranslate"><span class="pre">pre-commit</span> <span class="pre">run</span> <span class="pre">--all-files</span></code> to make sure that the formatting is
+correct.</p>
+</dd>
+</dl>
+<section id="integration">
+<h4>Integration<a class="headerlink" href="#integration" title="Link to this heading">#</a></h4>
+<p>Community consensus is key in the integration process. Expect a minimum
+of 1 to 3 reviews depending on the size of the change before we consider
+merging the PR.</p>
+</section>
 </section>
 </section>
 <section id="building-the-documentation">
@@ -907,12 +969,15 @@ <h2>Building the documentation<a class="headerlink" href="#building-the-document
 </li>
 <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#testing-the-code">Testing the code</a></li>
 <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#checking-coverage-on-the-local-machine">Checking coverage on the local machine</a></li>
-<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#updating-doctests">Updating doctests</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#updating-doctests">Updating doctests</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#formatting-and-pre-commit-checks">Formatting and pre-commit checks</a><ul class="nav section-nav flex-column">
 <li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#submitting-your-code">Submitting your code</a></li>
+</ul>
+</li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#continuous-integration-ci">Continuous Integration (CI)</a><ul class="nav section-nav flex-column">
 <li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#integration">Integration</a></li>
 </ul>
 </li>
-<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#continuous-integration-ci">Continuous Integration (CI)</a></li>
 </ul>
 </li>
 <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#building-the-documentation">Building the documentation</a></li>
diff --git a/0.4/RELEASE_PROCESS.html b/0.4/RELEASE_PROCESS.html
index ded3285ce..85d1081b8 100644
--- a/0.4/RELEASE_PROCESS.html
+++ b/0.4/RELEASE_PROCESS.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="_static/documentation_options.js?v=6c02275b"></script>
+    <script src="_static/documentation_options.js?v=c87aa342"></script>
     <script src="_static/doctools.js?v=9bcbadda"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="_static/skrub.svg"/>
@@ -73,7 +73,7 @@
     <link rel="search" title="Search" href="search.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
diff --git a/0.4/_downloads/1beb4a6828e42ba7f09ae925e26e794b/02_text_with_string_encoders.zip b/0.4/_downloads/1beb4a6828e42ba7f09ae925e26e794b/02_text_with_string_encoders.zip
index 59cad241285d3a90deb2fb38588bf7b7f8cc8804..f76f012da4093b9db307500903f58274552c701b 100644
GIT binary patch
delta 45
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delta 45
ycmZ3ugK^;wMxFp~W)=|!5V$*YBhO29ChJ+7zpFPJGu@pzxhC2h$enyLIsyPtDG)0F

diff --git a/0.4/_downloads/1edecd3a067d076f9dde43db0a6ad2ac/00_getting_started.zip b/0.4/_downloads/1edecd3a067d076f9dde43db0a6ad2ac/00_getting_started.zip
index 61f3d4afa48bdc67bd25893168998e93da92698b..c6c56d9c112a89469bb0c4922fa447669c0a0822 100644
GIT binary patch
delta 45
ycmey-&G@66kte{LnMH&F1U}8$$fGXJ^ljE=Q)vS&rcbjbr@J}=xszA9`T+n;AP=<w

delta 45
ycmey-&G@66kte{LnMH&F1h&lF$fGXJw0-7gQ)vS&rY$okr@J}=xszA9`T+ntO%AsJ

diff --git a/0.4/_downloads/216656c2e8e8a33463fe5d69fd4a4e00/06_ken_embeddings.py b/0.4/_downloads/216656c2e8e8a33463fe5d69fd4a4e00/06_ken_embeddings.py
index bc448efef..13a2509a2 100644
--- a/0.4/_downloads/216656c2e8e8a33463fe5d69fd4a4e00/06_ken_embeddings.py
+++ b/0.4/_downloads/216656c2e8e8a33463fe5d69fd4a4e00/06_ken_embeddings.py
@@ -6,7 +6,7 @@
 companies or famous people), bringing new information assembled from external
 sources may be the key to improving the analysis.
 
-Embeddings, or vectorial representations of entities, are a conveniant way to
+Embeddings, or vectorial representations of entities, are a convenient way to
 capture and summarize the information on an entity.
 Relational data embeddings capture all common entities from Wikipedia. [#]_
 These will be called `KEN embeddings` in the following example.
@@ -204,7 +204,7 @@
 # The |Pipeline| can now be readily applied to the dataframe for prediction:
 from sklearn.model_selection import cross_validate
 
-# We will save the results in a dictionnary:
+# We will save the results in a dictionary:
 all_r2_scores = dict()
 all_rmse_scores = dict()
 
diff --git a/0.4/_downloads/28079b3b8fa6a36780f883fc70c5a85b/01_encodings.zip b/0.4/_downloads/28079b3b8fa6a36780f883fc70c5a85b/01_encodings.zip
index 15c980854dfa4465c49250d9bec8341b94b07bd5..f9bb146a84625532843441adb1b9b7c77cf3081e 100644
GIT binary patch
delta 45
ycmex2jp^SsCY}IqW)=|!5coE0Baej*lho|ZZZ;eJn7+-L{Ikm%$enD~?EwH(<`2;T

delta 45
ycmex2jp^SsCY}IqW)=|!5ZFF*Baej*)7_by-E21cF>RkY`Dd3kkUQC|+XDb!2N2T$

diff --git a/0.4/_downloads/54e919ac10b17463c17e70b4cfe05748/09_interpolation_join.zip b/0.4/_downloads/54e919ac10b17463c17e70b4cfe05748/09_interpolation_join.zip
index 794b93637d692d1e837754a409a6319d3a4a713a..743b670319e8c8de8b4cc54e0822b9e1cafd7c9b 100644
GIT binary patch
delta 45
xcmcb+l=1FTMxFp~W)=|!5QvzwktaooDSFQ4BBe|EOc8S?y9K!bxs!W>0s%Lj4q*TQ

delta 45
ycmcb+l=1FTMxFp~W)=|!5coZ7BTtGF6T|GyMM{_SnSRfj>=xt#<WBAh3IqU0xDM+8

diff --git a/0.4/_downloads/64f1019ef941c218dbb15293bace7ef0/04_fuzzy_joining.py b/0.4/_downloads/64f1019ef941c218dbb15293bace7ef0/04_fuzzy_joining.py
index 0674efd35..ba0396bdf 100644
--- a/0.4/_downloads/64f1019ef941c218dbb15293bace7ef0/04_fuzzy_joining.py
+++ b/0.4/_downloads/64f1019ef941c218dbb15293bace7ef0/04_fuzzy_joining.py
@@ -143,7 +143,7 @@
 
 ###############################################################################
 #
-# We see that our |fj| succesfully identified the countries,
+# We see that our |fj| successfully identified the countries,
 # even though some country names differ between tables.
 #
 # For instance, "Egypt" and "Egypt, Arab Rep." are correctly matched, as are
@@ -167,7 +167,7 @@
 augmented_df.sort_values("skrub_Joiner_rescaled_distance").tail(10)
 
 ###############################################################################
-# We see that some matches were unsuccesful
+# We see that some matches were unsuccessful
 # (e.g "Palestinian Territories*" and "Palau"),
 # because there is simply no match in the two tables.
 
@@ -343,7 +343,7 @@
 # many ways to clean a table as there are errors. |fj|
 # method is generalizable across all datasets.
 #
-# Data transformation is also often very costly in both time and ressources.
+# Data transformation is also often very costly in both time and resources.
 # |fj| is fast and easy-to-use.
 #
 # Now up to you, try improving our model by adding information into it and
diff --git a/0.4/_downloads/707aeb51609bd2078f67c6216133ecc4/06_ken_embeddings.ipynb b/0.4/_downloads/707aeb51609bd2078f67c6216133ecc4/06_ken_embeddings.ipynb
index d069844e3..d84d679d5 100644
--- a/0.4/_downloads/707aeb51609bd2078f67c6216133ecc4/06_ken_embeddings.ipynb
+++ b/0.4/_downloads/707aeb51609bd2078f67c6216133ecc4/06_ken_embeddings.ipynb
@@ -4,7 +4,7 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "\n# Wikipedia embeddings to enrich the data\n\nWhen the data comprises common entities (cities,\ncompanies or famous people), bringing new information assembled from external\nsources may be the key to improving the analysis.\n\nEmbeddings, or vectorial representations of entities, are a conveniant way to\ncapture and summarize the information on an entity.\nRelational data embeddings capture all common entities from Wikipedia. [#]_\nThese will be called `KEN embeddings` in the following example.\n\nWe will see that these embeddings of common entities significantly\nimprove our results.\n\n<div class=\"alert alert-info\"><h4>Note</h4><p>This example requires `pyarrow` to be installed.</p></div>\n\n.. [#] https://soda-inria.github.io/ken_embeddings/\n\n\n .. |Pipeline| replace::\n     :class:`~sklearn.pipeline.Pipeline`\n\n .. |OneHotEncoder| replace::\n     :class:`~sklearn.preprocessing.OneHotEncoder`\n\n .. |ColumnTransformer| replace::\n     :class:`~sklearn.compose.ColumnTransformer`\n\n .. |MinHash| replace::\n     :class:`~skrub.MinHashEncoder`\n\n .. |HGBR| replace::\n     :class:`~sklearn.ensemble.HistGradientBoostingRegressor`\n"
+        "\n# Wikipedia embeddings to enrich the data\n\nWhen the data comprises common entities (cities,\ncompanies or famous people), bringing new information assembled from external\nsources may be the key to improving the analysis.\n\nEmbeddings, or vectorial representations of entities, are a convenient way to\ncapture and summarize the information on an entity.\nRelational data embeddings capture all common entities from Wikipedia. [#]_\nThese will be called `KEN embeddings` in the following example.\n\nWe will see that these embeddings of common entities significantly\nimprove our results.\n\n<div class=\"alert alert-info\"><h4>Note</h4><p>This example requires `pyarrow` to be installed.</p></div>\n\n.. [#] https://soda-inria.github.io/ken_embeddings/\n\n\n .. |Pipeline| replace::\n     :class:`~sklearn.pipeline.Pipeline`\n\n .. |OneHotEncoder| replace::\n     :class:`~sklearn.preprocessing.OneHotEncoder`\n\n .. |ColumnTransformer| replace::\n     :class:`~sklearn.compose.ColumnTransformer`\n\n .. |MinHash| replace::\n     :class:`~skrub.MinHashEncoder`\n\n .. |HGBR| replace::\n     :class:`~sklearn.ensemble.HistGradientBoostingRegressor`\n"
       ]
     },
     {
@@ -263,7 +263,7 @@
       },
       "outputs": [],
       "source": [
-        "from sklearn.model_selection import cross_validate\n\n# We will save the results in a dictionnary:\nall_r2_scores = dict()\nall_rmse_scores = dict()\n\ncv_results = cross_validate(\n    pipeline, X_full, y, scoring=[\"r2\", \"neg_root_mean_squared_error\"]\n)\n\nall_r2_scores[\"Base features\"] = cv_results[\"test_r2\"]\nall_rmse_scores[\"Base features\"] = -cv_results[\"test_neg_root_mean_squared_error\"]\n\nprint(\"With base features:\")\nprint(\n    f\"Mean R2 is {all_r2_scores['Base features'].mean():.2f} +-\"\n    f\" {all_r2_scores['Base features'].std():.2f} and the RMSE is\"\n    f\" {all_rmse_scores['Base features'].mean():.2f} +-\"\n    f\" {all_rmse_scores['Base features'].std():.2f}\"\n)"
+        "from sklearn.model_selection import cross_validate\n\n# We will save the results in a dictionary:\nall_r2_scores = dict()\nall_rmse_scores = dict()\n\ncv_results = cross_validate(\n    pipeline, X_full, y, scoring=[\"r2\", \"neg_root_mean_squared_error\"]\n)\n\nall_r2_scores[\"Base features\"] = cv_results[\"test_r2\"]\nall_rmse_scores[\"Base features\"] = -cv_results[\"test_neg_root_mean_squared_error\"]\n\nprint(\"With base features:\")\nprint(\n    f\"Mean R2 is {all_r2_scores['Base features'].mean():.2f} +-\"\n    f\" {all_r2_scores['Base features'].std():.2f} and the RMSE is\"\n    f\" {all_rmse_scores['Base features'].mean():.2f} +-\"\n    f\" {all_rmse_scores['Base features'].std():.2f}\"\n)"
       ]
     },
     {
diff --git a/0.4/_downloads/83483f7235fd079815061ccd8faac253/04_fuzzy_joining.zip b/0.4/_downloads/83483f7235fd079815061ccd8faac253/04_fuzzy_joining.zip
index 221f61cd7024509308de040a525c305b8b6a0055..06c260987a0448d0cf1a15821f97e61553a50bbc 100644
GIT binary patch
delta 148
zcmdne$+WGLNj$)tnMH&F1R7^|N0uab`nsDlFt~3N?-7~&AXs7ZA(5BNn^#GwiEX~9
zw}FGV9jK`E%cITtJ`4=`oBPazWi~$ue#Nr+WCWM|<}2laJiI8zOg3sUkw?)3)F%eE
T4nizxteD)|qRA%R0^$Pz9OE$<

delta 144
zcmdni$+V@DNj$)tnMH&F1RQ2{N3K)(>g#6Cz~Ht~yhmj75)lrT&1)r8#Wr8m+sMJ|
z22>D!A+a#ehk+q)bH918%;v|zFIhI9jo_5ue6>7?hZn_&$tEo(@+f+M`ozFiL5L-d
O<&)c6G}$CuKzsmPmn?b!

diff --git a/0.4/_downloads/8c6b74509594a2d43b5985e826e9c7a3/05_deduplication.zip b/0.4/_downloads/8c6b74509594a2d43b5985e826e9c7a3/05_deduplication.zip
index 62bff173b8eaae0d4a544a3bcf0257fa92f262ad..3735f56624935a6c7bb41debfc12a2caa960f094 100644
GIT binary patch
delta 43
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delta 43
vcmbPPGqZ*#z?+#xgaHKHW^Lqgm1gpowK-VYT#3nT*5n>rdmwl6Sz8|f`=|_(

diff --git a/0.4/_downloads/970f51f4bf1a2b1a24e01a2eb2f41575/07_multiple_key_join.zip b/0.4/_downloads/970f51f4bf1a2b1a24e01a2eb2f41575/07_multiple_key_join.zip
index 65bc3ed5fa193e82f1872a16653339ea6ada665a..6ee9e5de60a06db6d796c1979983af88588e6d7d 100644
GIT binary patch
delta 178
zcmcaod8tx5z?+#xgaHJ0%<hhC{$&4JRf2&5gvBSv*hp<OwPj*Vo%~eFc=Ix*g*=-*
z_yZUjOE%9GIKwV@0;r*&Xx7QO$_xx3ECtjcvAIto45(xCQ>kFV&6YY^OpGOyXA0O(
oE|S&Xd_galmlwsF$zC=V@)+iTodY43G)7HcXrs%fZv)~30QS;0DgXcg

delta 167
zcmcaqd8JY&z?+#xgaHH!W_3r}s6{MRlVD%~VR44Z3v9$U8rw55CQg1LWxRPA(?Xuj
zZv26ajLDm42%KT(tpMuycC#pZo-zZ&yv>CYML?CCpGXA@ZZ^}=W@1d9JVU^C^L)KI
jyu2u8Pxi2}kVnxA)Gq~g1B6)87(IEujV_y^4Tui_rS~v^

diff --git a/0.4/_downloads/ba27239b29f2825293dfdf887a176885/04_fuzzy_joining.ipynb b/0.4/_downloads/ba27239b29f2825293dfdf887a176885/04_fuzzy_joining.ipynb
index 0b045c1dd..5850fedd8 100644
--- a/0.4/_downloads/ba27239b29f2825293dfdf887a176885/04_fuzzy_joining.ipynb
+++ b/0.4/_downloads/ba27239b29f2825293dfdf887a176885/04_fuzzy_joining.ipynb
@@ -212,7 +212,7 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "We see that our |fj| succesfully identified the countries,\neven though some country names differ between tables.\n\nFor instance, \"Egypt\" and \"Egypt, Arab Rep.\" are correctly matched, as are\n\"Lesotho*\" and \"Lesotho\".\n\n.. topic:: Note:\n\n   This would all be missed out if we were using other methods such as\n   [pandas.merge](https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.merge.html),\n   which can only find exact matches.\n   In this case, to reach the best result, we would have to `manually` clean\n   the data (e.g. remove the * after country name) and look\n   for matching patterns in every observation.\n\nLet's do some more inspection of the merging done.\n\n"
+        "We see that our |fj| successfully identified the countries,\neven though some country names differ between tables.\n\nFor instance, \"Egypt\" and \"Egypt, Arab Rep.\" are correctly matched, as are\n\"Lesotho*\" and \"Lesotho\".\n\n.. topic:: Note:\n\n   This would all be missed out if we were using other methods such as\n   [pandas.merge](https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.merge.html),\n   which can only find exact matches.\n   In this case, to reach the best result, we would have to `manually` clean\n   the data (e.g. remove the * after country name) and look\n   for matching patterns in every observation.\n\nLet's do some more inspection of the merging done.\n\n"
       ]
     },
     {
@@ -237,7 +237,7 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "We see that some matches were unsuccesful\n(e.g \"Palestinian Territories*\" and \"Palau\"),\nbecause there is simply no match in the two tables.\n\n"
+        "We see that some matches were unsuccessful\n(e.g \"Palestinian Territories*\" and \"Palau\"),\nbecause there is simply no match in the two tables.\n\n"
       ]
     },
     {
@@ -452,7 +452,7 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "We have a satisfying first result: an R\u00b2 of 0.63!\n\nData cleaning varies from dataset to dataset: there are as\nmany ways to clean a table as there are errors. |fj|\nmethod is generalizable across all datasets.\n\nData transformation is also often very costly in both time and ressources.\n|fj| is fast and easy-to-use.\n\nNow up to you, try improving our model by adding information into it and\nbeating our result!\n\n"
+        "We have a satisfying first result: an R\u00b2 of 0.63!\n\nData cleaning varies from dataset to dataset: there are as\nmany ways to clean a table as there are errors. |fj|\nmethod is generalizable across all datasets.\n\nData transformation is also often very costly in both time and resources.\n|fj| is fast and easy-to-use.\n\nNow up to you, try improving our model by adding information into it and\nbeating our result!\n\n"
       ]
     },
     {
diff --git a/0.4/_downloads/c1773159d0b6d9e88a5c11e9ebcef36f/08_join_aggregation.zip b/0.4/_downloads/c1773159d0b6d9e88a5c11e9ebcef36f/08_join_aggregation.zip
index e1f711726372f1986c286967dcb3102d2ae285a7..e7b7d52e5534dc74cd8681f4ff256b1fbc61392d 100644
GIT binary patch
delta 45
ycmeA=&)9XIkte{LnMH&F1WwG}$iuC}6ftMBq|O~HrW3O#e@}A)awl7-`vU+q&<^7O

delta 45
xcmeA=&)9XIkte{LnMH&F1S)22<l)v~`aNs2q|O~HrixjUzo$6?xs$Ea{Q)`H4}$;z

diff --git a/0.4/_downloads/cc8ab1ea72a26d9e8521072ed5f0a86f/07_multiple_key_join.py b/0.4/_downloads/cc8ab1ea72a26d9e8521072ed5f0a86f/07_multiple_key_join.py
index 7f93eedc5..97b234175 100644
--- a/0.4/_downloads/cc8ab1ea72a26d9e8521072ed5f0a86f/07_multiple_key_join.py
+++ b/0.4/_downloads/cc8ab1ea72a26d9e8521072ed5f0a86f/07_multiple_key_join.py
@@ -14,7 +14,7 @@
 
 |joiner| is a scikit-learn compatible transformer that enables
 performing joins across multiple keys,
-independantly of the data type (numerical, string or mixed).
+independently of the data type (numerical, string or mixed).
 
 The following example uses US domestic flights data
 to illustrate how space and time information from a
@@ -106,7 +106,7 @@
 aux.head()
 
 ###############################################################################
-# Then we join this table with the airports so that we get all auxilliary
+# Then we join this table with the airports so that we get all auxiliary
 # tables into one.
 
 from skrub import Joiner
@@ -119,7 +119,7 @@
 
 ###############################################################################
 # Joining airports with flights data:
-# Let's instanciate another multiple key joiner on the date and the airport:
+# Let's instantiate another multiple key joiner on the date and the airport:
 
 joiner = Joiner(
     aux_augmented,
diff --git a/0.4/_downloads/e6be5a04f3dff3263ebd4b8b19f118e1/03_datetime_encoder.zip b/0.4/_downloads/e6be5a04f3dff3263ebd4b8b19f118e1/03_datetime_encoder.zip
index 50569ba9604a072f01e03670c4800df3e2d49b02..9007be29a75cf137f6f908480d9781c60198e043 100644
GIT binary patch
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delta 45
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diff --git a/0.4/_downloads/f870a7c1802f4ed4bc406652d2a26055/06_ken_embeddings.zip b/0.4/_downloads/f870a7c1802f4ed4bc406652d2a26055/06_ken_embeddings.zip
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diff --git a/0.4/_downloads/fb7b9b6c1c5f7002e4b82aee06e28f4a/07_multiple_key_join.ipynb b/0.4/_downloads/fb7b9b6c1c5f7002e4b82aee06e28f4a/07_multiple_key_join.ipynb
index 676fc97e6..44b66288b 100644
--- a/0.4/_downloads/fb7b9b6c1c5f7002e4b82aee06e28f4a/07_multiple_key_join.ipynb
+++ b/0.4/_downloads/fb7b9b6c1c5f7002e4b82aee06e28f4a/07_multiple_key_join.ipynb
@@ -4,7 +4,7 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "\n\n# Spatial join for flight data: Joining across multiple columns\n\nJoining tables may be difficult if one entry on one side does not have\nan exact match on the other side.\n\nThis problem becomes even more complex when multiple columns\nare significant for the join. For instance, this is the case\nfor **spatial joins** on two columns, typically\nlongitude and latitude.\n\n|joiner| is a scikit-learn compatible transformer that enables\nperforming joins across multiple keys,\nindependantly of the data type (numerical, string or mixed).\n\nThe following example uses US domestic flights data\nto illustrate how space and time information from a\npool of tables are combined for machine learning.\n\n.. |fj| replace:: :func:`~skrub.fuzzy_join`\n\n.. |joiner| replace:: :func:`~skrub.Joiner`\n\n.. |Pipeline| replace::\n     :class:`~sklearn.pipeline.Pipeline`\n"
+        "\n\n# Spatial join for flight data: Joining across multiple columns\n\nJoining tables may be difficult if one entry on one side does not have\nan exact match on the other side.\n\nThis problem becomes even more complex when multiple columns\nare significant for the join. For instance, this is the case\nfor **spatial joins** on two columns, typically\nlongitude and latitude.\n\n|joiner| is a scikit-learn compatible transformer that enables\nperforming joins across multiple keys,\nindependently of the data type (numerical, string or mixed).\n\nThe following example uses US domestic flights data\nto illustrate how space and time information from a\npool of tables are combined for machine learning.\n\n.. |fj| replace:: :func:`~skrub.fuzzy_join`\n\n.. |joiner| replace:: :func:`~skrub.Joiner`\n\n.. |Pipeline| replace::\n     :class:`~sklearn.pipeline.Pipeline`\n"
       ]
     },
     {
@@ -133,7 +133,7 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "Then we join this table with the airports so that we get all auxilliary\ntables into one.\n\n"
+        "Then we join this table with the airports so that we get all auxiliary\ntables into one.\n\n"
       ]
     },
     {
@@ -151,7 +151,7 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "Joining airports with flights data:\nLet's instanciate another multiple key joiner on the date and the airport:\n\n"
+        "Joining airports with flights data:\nLet's instantiate another multiple key joiner on the date and the airport:\n\n"
       ]
     },
     {
diff --git a/0.4/_images/sphx_glr_01_encodings_001.png b/0.4/_images/sphx_glr_01_encodings_001.png
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diff --git a/0.4/_sources/CHANGES.rst.txt b/0.4/_sources/CHANGES.rst.txt
index 4dc661a96..82d95eea5 100644
--- a/0.4/_sources/CHANGES.rst.txt
+++ b/0.4/_sources/CHANGES.rst.txt
@@ -6,6 +6,43 @@ Release history
 
 .. currentmodule:: skrub
 
+Release 0.4.1
+=============
+
+Changes
+-------
+* A new parameter ``verbose`` has been added to the :class:`TableReport` to toggle on or off the
+  printing of progress information when a report is being generated.
+  :pr:`1182` by :user:`Priscilla Baah<priscilla-b>`.
+
+* A parameter ``verbose`` has been added to the :func:`patch_display` to toggle on or off the
+  printing of progress information when a table report is being generated.
+  :pr:`1188` by :user:`Priscilla Baah<priscilla-b>`.
+
+* :func:`tabular_learner` accepts the alias ``"regression"`` for the option
+  ``"regressor"`` and ``"classification"`` for ``"classifier"``.
+  :pr:`1180` by :user:`Mojdeh Rastgoo <mrastgoo>`.
+
+Bug fixes
+---------
+* Generating a ``TableReport`` could have an effect on the matplotib
+  configuration which could cause plots not to display inline in jupyter
+  notebooks any more. This has been fixed in skrub in :pr:`1172` by
+  :user:`Jérôme Dockès <jeromedockes>` and the matplotlib issue can be tracked
+  `here <https://github.com/matplotlib/matplotlib/issues/25041>`_.
+
+* The labels on bar plots in the ``TableReport`` for columns of object dtypes
+  that have a repr spanning multiple lines could be unreadable. This has been
+  fixed in :pr:`1196` by :user:`Jérôme Dockès <jeromedockes>`.
+
+* Improve the performance of :func:`deduplicate` by removing some unnecessary
+  computations. :pr:`1193` by :user:`Jérôme Dockès <jeromedockes>`.
+
+Maintenance
+-----------
+* Make ``skrub`` compatible with scikit-learn 1.6.
+  :pr:`1169` by :user:`Guillaume Lemaitre <glemaitre>`.
+
 Release 0.4.0
 =============
 
@@ -466,7 +503,7 @@ Minor changes
 * :class:`TableVectorizer` never output a sparse matrix by default. This can be changed by
   increasing the `sparse_threshold` parameter. :pr:`646` by :user:`Leo Grinsztajn <LeoGrin>`
 
-* :class:`TableVectorizer` doesn't fail anymore if an infered type doesn't work during transform.
+* :class:`TableVectorizer` doesn't fail anymore if an inferred type doesn't work during transform.
   The new entries not matching the type are replaced by missing values. :pr:`666` by :user:`Leo Grinsztajn <LeoGrin>`
 
 - Dataset fetcher :func:`datasets.fetch_employee_salaries` now has a parameter
diff --git a/0.4/_sources/CONTRIBUTING.rst.txt b/0.4/_sources/CONTRIBUTING.rst.txt
index cc74f86a9..e47cd89ea 100644
--- a/0.4/_sources/CONTRIBUTING.rst.txt
+++ b/0.4/_sources/CONTRIBUTING.rst.txt
@@ -124,15 +124,52 @@ See the relevant sections above on how to do this.
 Setting up the environment
 ^^^^^^^^^^^^^^^^^^^^^^^^^^
 
-Follow the steps in the :ref:`installation_instructions` > "From Source" section
-to set up your environment, install the required development dependencies, and
-run the tests.
+To contribute, you will first have to run through some steps:
+
+- Set up your environment by forking the repository (`Github doc on
+  forking and
+  cloning <https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/working-with-forks/fork-a-repo>`__).
+- Create and activate a new virtual environment:
+
+  - With `venv <https://docs.python.org/3/library/venv.html>`__, create
+    the env with ``python -m venv env_skrub`` and then activate it with
+    ``source env_skrub/bin/activate``.
+  - With
+    `conda <https://docs.conda.io/projects/conda/en/latest/user-guide/tasks/manage-environments.html>`__,
+    create the env with ``conda new -n env_skrub`` and activate it with
+    ``conda activate env_skrub``.
+  - While at the root of your local copy of skrub and within the new
+    env, install the required development dependencies by running
+    ``pip install --editable ".[dev, lint, test, doc]"``.
+
+- Run ``pre-commit install`` to activate some checks that will run every
+  time you do a ``git commit`` (mostly, formatting checks).
+
+If you want to make sure that everything runs properly, you can run all
+the tests with the command ``pytest -s skrub/tests``; note that this may
+take a long time. Some tests may raise warnings such as:
 
-When starting to work on a new issue, it's recommended to create a new branch:
+.. code:: sh
+
+  UserWarning: Only pandas and polars DataFrames are supported, but input is a Numpy array. Please convert Numpy arrays to DataFrames before passing them to skrub transformers. Converting to pandas DataFrame with columns ['0', '1', …].
+    warnings.warn(
+
+This is expected, and you may proceed with the next steps without worrying about them. However, no tests should fail at this point: if they do fail, then let us know.
 
-.. code:: console
+Now that the development environment is ready, you may start working on
+the new issue by creating a new branch:
+
+.. code:: sh
 
-   git switch -c branch_name
+   git checkout -b my-branch-name-eg-fix-issue-123
+   # make some changes
+   git add ./the/file-i-changed
+   git commit -m "my message"
+   git push --set-upstream origin my-branch-name-eg-fix-issue-123
+
+At this point, if you visit again the `pull requests
+page <https://github.com/skrub-data/skrub/pulls>`__ github should show a
+banner asking if you want to open a pull request from your new branch.
 
 
 .. _implementation guidelines:
@@ -183,7 +220,8 @@ Additionally, you might have updated the internal dataframe API in
 ``skrub/_dataframe/tests/test_common.py`` to add a test for the
 ``amazing_function``.
 
-Run each updated test file using ``pytest``:
+Run each updated test file using ``pytest``
+([pytest docs](https://docs.pytest.org/en/stable/)):
 
 .. code:: sh
 
@@ -193,10 +231,20 @@ Run each updated test file using ``pytest``:
 
 The ``-vsl`` flag provides more information when running the tests.
 
+It is also possible to run a specific test, or set of tests using the
+commands ``pytest the_file.py::the_test``, or
+``pytest the_file.py -k 'test_name_pattern'``. This is helpful to avoid
+having to run all the tests.
+
+If you work on Windows, you might have some issues with the working
+directory if you use ``pytest``, while ``python -m pytest ...`` should
+be more robust.
+
 Once you are satisfied with your changes, you can run all the tests to make sure
 that your change did not break code elsewhere:
 
 .. code:: sh
+
     pytest -s skrub/tests
 
 Finally, sync your changes with the remote repository and wait for CI to run.
@@ -229,6 +277,21 @@ the docstrings. Check for possible problems by running
 
    pytest skrub/path/to/file
 
+
+Formatting and pre-commit checks
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+Formatting the code well helps with code development and maintenance,
+which why is skrub requires that all commits follow a specific set of
+formatting rules to ensure code quality.
+
+Luckily, these checks are performed automatically by the ``pre-commit``
+tool (`pre-commit docs <https://pre-commit.com>`__) before any commit
+can be pushed. Something worth noting is that if the ``pre-commit``
+hooks format some files, the commit will be canceled: you will have to
+stage the changes made by ``pre-commit`` and commit again.
+
+
 Submitting your code
 ^^^^^^^^^^^^^^^^^^^^
 
@@ -237,17 +300,10 @@ a PR by clicking the "Compare & pull request" button on GitHub,
 targeting the skrub repository.
 
 
-Integration
-^^^^^^^^^^^
-
-Community consensus is key in the integration process. Expect a minimum
-of 1 to 3 reviews depending on the size of the change before we consider
-merging the PR.
-
-Please be mindful that maintainers are volunteers, so review times may vary.
-
 Continuous Integration (CI)
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~
+After creating your PR, CI tools will run proceed to run all the tests on all
+configurations supported by skrub.
 
 - **Github Actions**:
   Used for testing skrub across various platforms (Linux, macOS, Windows)
@@ -273,18 +329,30 @@ actions are taken.
 Note that by default the documentation is built, but only the examples that are
 directly modified by the pull request are executed.
 
-- If the remote repository was changed, you might need to run
-  ``pre-commit run --all-files`` to make sure that the formatting is
-  correct.
-- If a specific test environment fails, it is possible to run the tests
-  in the environment that is failing by using pixi. For example if the
-  env is ``ci-py309-min-optional-deps``, it is possible to replicate it
-  using the following command:
+CI is testing all possible configurations supported by skrub, so tests may fail
+with configurations different from what you are developing with. If this is the
+case,  it is possible to run the tests in the environment that is failing by
+using pixi. For example if the env is ``ci-py309-min-optional-deps``, it is
+possible to replicate it using the following command:
 
 .. code:: sh
 
    pixi run -e ci-py309-min-optional-deps  pytest skrub/tests/path/to/test
 
+This command downloads the specific environment on the machine, so you can test
+it locally and apply fixes, or have a clearer idea of where the code is failing
+to discuss with the maintainers.
+
+Finally, if the remote repository was changed, you might need to run
+  ``pre-commit run --all-files`` to make sure that the formatting is
+  correct.
+
+Integration
+^^^^^^^^^^^
+
+Community consensus is key in the integration process. Expect a minimum
+of 1 to 3 reviews depending on the size of the change before we consider
+merging the PR.
 
 
 Building the documentation
diff --git a/0.4/_sources/assembling.rst.txt b/0.4/_sources/assembling.rst.txt
index 15fa59040..d7a2f90d3 100644
--- a/0.4/_sources/assembling.rst.txt
+++ b/0.4/_sources/assembling.rst.txt
@@ -31,7 +31,7 @@ has no need for pre-cleaning.
 Joining external tables for machine learning
 --------------------------------------------
 
-Joining is straigthforward for two tables because you only need to identify
+Joining is straightforward for two tables because you only need to identify
 the common key.
 
 In addition, skrub also enable more advanced analysis:
diff --git a/0.4/_sources/auto_examples/00_getting_started.rst.txt b/0.4/_sources/auto_examples/00_getting_started.rst.txt
index 8c53eaa42..84113b418 100644
--- a/0.4/_sources/auto_examples/00_getting_started.rst.txt
+++ b/0.4/_sources/auto_examples/00_getting_started.rst.txt
@@ -81,8 +81,8 @@ To quickly get an overview of a dataframe's contents, use the
 
     <div class="output_subarea output_html rendered_html output_result">
 
-    <div id="report_e0de8a31-wrapper" hidden>
-        <template id="report_e0de8a31-template">
+    <div id="report_d69a87a4-wrapper" hidden>
+        <template id="report_d69a87a4-template">
             <style>
              /*!
     Pure v3.0.0
@@ -1283,7 +1283,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <th
-                    id="61f2a2f0"
+                    id="d85d6d98"
                     class="table-cell ellided-short "
                 
                     data-role="padding"
@@ -1313,7 +1313,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <th
-                    id="4e465942"
+                    id="ab30b461"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -1347,7 +1347,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <th
-                    id="ce7e11f5"
+                    id="9a5e131d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -1381,7 +1381,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <th
-                    id="9e8d0a38"
+                    id="196e7af4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -1415,7 +1415,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <th
-                    id="d4e38337"
+                    id="2f42bf33"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -1449,7 +1449,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <th
-                    id="5435aa14"
+                    id="3cb13259"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -1483,7 +1483,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <th
-                    id="32bfca57"
+                    id="376418d3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -1517,7 +1517,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <th
-                    id="691f209f"
+                    id="bb65df87"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -1551,7 +1551,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <th
-                    id="bc7d4fff"
+                    id="c4e2a3ee"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -1599,7 +1599,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <th
-                    id="19a3556d"
+                    id="482facfe"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -1627,7 +1627,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="4187a536"
+                    id="bd953ae5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -1657,7 +1657,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="a6858c48"
+                    id="b9d9c652"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -1687,7 +1687,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="6f04108c"
+                    id="dc176eb7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -1717,7 +1717,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="169e4697"
+                    id="3ecf789a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -1747,7 +1747,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="cdd533e9"
+                    id="372b3aab"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -1777,7 +1777,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="b35b51bb"
+                    id="f7b8e76c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -1807,7 +1807,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="e5b2d175"
+                    id="f09f4ad0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -1837,7 +1837,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="c586aa24"
+                    id="5abbec72"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -1871,7 +1871,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <th
-                    id="edd85e70"
+                    id="8d3e619b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -1899,7 +1899,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="ae6430b1"
+                    id="f08dffec"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -1929,7 +1929,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="c4bcf160"
+                    id="4024cb88"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -1959,7 +1959,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="8f65787f"
+                    id="3301bf87"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -1989,7 +1989,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="00cdf46b"
+                    id="6179bb96"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2019,7 +2019,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="2d99c517"
+                    id="5af3345a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2049,7 +2049,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="20e46082"
+                    id="d1c16680"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2079,7 +2079,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="1ed92835"
+                    id="93cbdad1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2109,7 +2109,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="c8723270"
+                    id="42c27504"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2143,7 +2143,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <th
-                    id="13cde4e3"
+                    id="1c3d1fc7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -2171,7 +2171,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="91357b0f"
+                    id="2ed30200"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2201,7 +2201,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="d052f9d8"
+                    id="6b4bab53"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2231,7 +2231,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="570c1f5f"
+                    id="65d0a996"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2261,7 +2261,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="7cc80cbf"
+                    id="832fe1bd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2291,7 +2291,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="6d4116da"
+                    id="78d026c2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2321,7 +2321,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="c64cf600"
+                    id="150f4c5d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2351,7 +2351,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="e7030ce0"
+                    id="fe810d5a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2381,7 +2381,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="dea97997"
+                    id="bedb6064"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2415,7 +2415,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <th
-                    id="b4295ad8"
+                    id="5793d62c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -2443,7 +2443,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="7ac3a346"
+                    id="ee178c30"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2473,7 +2473,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="a6bbd3e9"
+                    id="b4e1403a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2503,7 +2503,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="3835b42b"
+                    id="c7f1f434"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2533,7 +2533,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="41cef4dd"
+                    id="4a244c96"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2563,7 +2563,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="41e2a69b"
+                    id="ecb48746"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2593,7 +2593,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="8728e957"
+                    id="fb42ead0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2623,7 +2623,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="0a0df43b"
+                    id="bd07d206"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2653,7 +2653,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="6c23fb51"
+                    id="ce251fb2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2687,7 +2687,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <th
-                    id="0a3e10f8"
+                    id="96c500fd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -2715,7 +2715,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="1825540f"
+                    id="173646c6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2745,7 +2745,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="fe81617d"
+                    id="34606b61"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2775,7 +2775,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="a47c511c"
+                    id="3fb756fe"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2805,7 +2805,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="9d073437"
+                    id="c5c6ef94"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2835,7 +2835,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="d66327f6"
+                    id="a3d75067"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2865,7 +2865,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="82102168"
+                    id="7d183709"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2895,7 +2895,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="54fc182c"
+                    id="1643899f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2925,7 +2925,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="316f63af"
+                    id="c1bab65f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3059,7 +3059,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <th
-                    id="99c98b2e"
+                    id="62dd9eaa"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -3087,7 +3087,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="292e6239"
+                    id="52f3dde4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3117,7 +3117,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="9cac4c92"
+                    id="dfeb2897"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3147,7 +3147,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="93677340"
+                    id="529b969b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3177,7 +3177,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="86ab9ef6"
+                    id="6b0339e8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3207,7 +3207,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="e676e94a"
+                    id="1a84b582"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3237,7 +3237,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="b9ddf2bc"
+                    id="c5a1a1ec"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3267,7 +3267,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="a4f3d57d"
+                    id="a6460919"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3297,7 +3297,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="c0e5beda"
+                    id="ec87ecf2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3331,7 +3331,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <th
-                    id="4662ea6f"
+                    id="16c2eb47"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -3359,7 +3359,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="64afdba2"
+                    id="87b46183"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3389,7 +3389,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="87c00dc2"
+                    id="5982f0c4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3419,7 +3419,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="376410e5"
+                    id="a6f818dc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3449,7 +3449,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="20992e81"
+                    id="6dab3175"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3479,7 +3479,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="d29f54b7"
+                    id="eb6e746f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3509,7 +3509,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="2ee05f7a"
+                    id="fc4f56ec"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3539,7 +3539,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="8de542aa"
+                    id="40e168a2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3569,7 +3569,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="6a697dd9"
+                    id="a41ea24b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3603,7 +3603,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <th
-                    id="4806e3e3"
+                    id="68257909"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -3631,7 +3631,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="1345e49b"
+                    id="9a79d42c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3661,7 +3661,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="c74f32cd"
+                    id="8dfe4dec"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3691,7 +3691,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="5e91fbe0"
+                    id="48562473"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3721,7 +3721,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="e6e06763"
+                    id="7d7c505e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3751,7 +3751,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="4d6bbf13"
+                    id="2a816388"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3781,7 +3781,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="39698925"
+                    id="c15bdc68"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3811,7 +3811,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="8b107c20"
+                    id="42be260d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3841,7 +3841,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="b8f0b07a"
+                    id="327954a7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3875,7 +3875,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <th
-                    id="0bb26f67"
+                    id="205c5c8a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -3903,7 +3903,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="c00c7cf6"
+                    id="beb2190a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3933,7 +3933,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="6f651c6b"
+                    id="f9d6c3a3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3963,7 +3963,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="6267608f"
+                    id="7a41dbfd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3993,7 +3993,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="bee06cb1"
+                    id="63b65103"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -4023,7 +4023,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="a64cb264"
+                    id="746b0456"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -4053,7 +4053,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="817b6dc2"
+                    id="895aa013"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -4083,7 +4083,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="0a4d55ce"
+                    id="758c0234"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -4113,7 +4113,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="7ef0451f"
+                    id="a58d2cb4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -4147,7 +4147,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <th
-                    id="99ce4a0f"
+                    id="920c3c91"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -4175,7 +4175,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="27e9f0a5"
+                    id="f5b4883b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -4205,7 +4205,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="d9652f67"
+                    id="127af650"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -4235,7 +4235,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="e5f41846"
+                    id="0df665c8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -4265,7 +4265,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="d9138269"
+                    id="0b83fe3d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -4295,7 +4295,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="386745e0"
+                    id="04a09149"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -4325,7 +4325,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="4a10e19b"
+                    id="53dbd952"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -4355,7 +4355,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="0f249516"
+                    id="4cd8b04c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -4385,7 +4385,7 @@ To quickly get an overview of a dataframe's contents, use the
                 
                 
                     <td
-                    id="fe7fbbd3"
+                    id="f59dd23d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -4517,7 +4517,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -4947,7 +4947,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -4957,7 +4957,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -4967,7 +4967,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -4977,7 +4977,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -4987,7 +4987,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -5386,7 +5386,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -5565,7 +5565,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -5575,7 +5575,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -5585,7 +5585,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -5595,7 +5595,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -5605,7 +5605,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -5615,7 +5615,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -5669,7 +5669,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -5994,7 +5994,7 @@ To quickly get an overview of a dataframe's contents, use the
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-        <dc:date>2024-12-11T19:13:40.652534</dc:date>
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     L 171.182813 149.086214 
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-    " clip-path="url(#pe15cf70a8b)" style="fill: #ee854a"/>
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-    " clip-path="url(#pe15cf70a8b)" style="fill: #ee854a"/>
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     z
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@@ -6095,18 +6095,18 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -6116,7 +6116,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -6128,12 +6128,12 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -6143,7 +6143,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -6153,7 +6153,7 @@ To quickly get an overview of a dataframe's contents, use the
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           <g>
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@@ -6163,7 +6163,7 @@ To quickly get an overview of a dataframe's contents, use the
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           <g>
-           <use xlink:href="#m30d71192ca" x="171.182813" y="114.355231" style="stroke: #000000; stroke-width: 0.8"/>
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@@ -6173,7 +6173,7 @@ To quickly get an overview of a dataframe's contents, use the
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           <g>
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@@ -6183,7 +6183,7 @@ To quickly get an overview of a dataframe's contents, use the
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           <g>
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@@ -6193,7 +6193,7 @@ To quickly get an overview of a dataframe's contents, use the
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           <g>
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@@ -6203,7 +6203,7 @@ To quickly get an overview of a dataframe's contents, use the
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           <g>
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@@ -6213,7 +6213,7 @@ To quickly get an overview of a dataframe's contents, use the
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           <g>
-           <use xlink:href="#m30d71192ca" x="171.182813" y="47.564878" style="stroke: #000000; stroke-width: 0.8"/>
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@@ -6223,7 +6223,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -6277,7 +6277,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -6602,7 +6602,7 @@ To quickly get an overview of a dataframe's contents, use the
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-        <dc:date>2024-12-11T19:13:40.731354</dc:date>
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@@ -6631,7 +6631,7 @@ To quickly get an overview of a dataframe's contents, use the
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     z
-    " clip-path="url(#p57d7e22813)" style="fill: #ee854a"/>
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@@ -6660,7 +6660,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -6672,12 +6672,12 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -6687,7 +6687,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -6714,7 +6714,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -6863,7 +6863,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -6892,7 +6892,7 @@ To quickly get an overview of a dataframe's contents, use the
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     z
-    " clip-path="url(#p499d7bb148)" style="fill: #ee854a"/>
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     z
-    " clip-path="url(#p499d7bb148)" style="fill: #ee854a"/>
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@@ -6908,7 +6908,7 @@ To quickly get an overview of a dataframe's contents, use the
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     z
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@@ -6916,7 +6916,7 @@ To quickly get an overview of a dataframe's contents, use the
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     L 180.503125 109.012003 
     z
-    " clip-path="url(#p499d7bb148)" style="fill: #ee854a"/>
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@@ -6924,7 +6924,7 @@ To quickly get an overview of a dataframe's contents, use the
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     z
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@@ -8098,7 +8098,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -9254,7 +9254,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -9423,7 +9423,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -9433,7 +9433,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -9453,7 +9453,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -9463,7 +9463,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -9473,7 +9473,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -9858,7 +9858,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -11323,7 +11323,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -11502,7 +11502,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -11522,7 +11522,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -11532,7 +11532,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -11542,7 +11542,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -11606,7 +11606,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -11927,7 +11927,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -12096,7 +12096,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -12106,7 +12106,7 @@ To quickly get an overview of a dataframe's contents, use the
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           <g>
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@@ -12116,7 +12116,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -12126,7 +12126,7 @@ To quickly get an overview of a dataframe's contents, use the
         <g id="ytick_7">
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           <g>
-           <use xlink:href="#m530b66648c" x="71.8375" y="74.281019" style="stroke: #000000; stroke-width: 0.8"/>
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@@ -12136,7 +12136,7 @@ To quickly get an overview of a dataframe's contents, use the
         <g id="ytick_8">
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           <g>
-           <use xlink:href="#m530b66648c" x="71.8375" y="60.922949" style="stroke: #000000; stroke-width: 0.8"/>
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           </g>
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@@ -12146,7 +12146,7 @@ To quickly get an overview of a dataframe's contents, use the
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           <g>
-           <use xlink:href="#m530b66648c" x="71.8375" y="47.564878" style="stroke: #000000; stroke-width: 0.8"/>
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@@ -12156,7 +12156,7 @@ To quickly get an overview of a dataframe's contents, use the
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           <g>
-           <use xlink:href="#m530b66648c" x="71.8375" y="34.206808" style="stroke: #000000; stroke-width: 0.8"/>
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@@ -12210,7 +12210,7 @@ To quickly get an overview of a dataframe's contents, use the
       </g>
      </g>
      <defs>
-      <clipPath id="p19251402ce">
+      <clipPath id="pea870f83ee">
        <rect x="71.8375" y="22.318125" width="72" height="144"/>
       </clipPath>
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@@ -12550,7 +12550,7 @@ To quickly get an overview of a dataframe's contents, use the
       <rdf:RDF xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:cc="http://creativecommons.org/ns#" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
        <cc:Work>
         <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
-        <dc:date>2024-12-11T19:13:41.021690</dc:date>
+        <dc:date>2024-12-11T19:23:38.093380</dc:date>
         <dc:format>image/svg+xml</dc:format>
         <dc:creator>
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@@ -12579,7 +12579,7 @@ To quickly get an overview of a dataframe's contents, use the
     L 59.286364 78.976479 
     L 46.195455 78.976479 
     z
-    " clip-path="url(#pdcf021909a)" style="fill: #1f77b4"/>
+    " clip-path="url(#p8d48957923)" style="fill: #1f77b4"/>
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@@ -12587,7 +12587,7 @@ To quickly get an overview of a dataframe's contents, use the
     L 72.377273 78.603943 
     L 59.286364 78.603943 
     z
-    " clip-path="url(#pdcf021909a)" style="fill: #1f77b4"/>
+    " clip-path="url(#p8d48957923)" style="fill: #1f77b4"/>
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     L 72.377273 76.691592 
     z
-    " clip-path="url(#pdcf021909a)" style="fill: #1f77b4"/>
+    " clip-path="url(#p8d48957923)" style="fill: #1f77b4"/>
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@@ -12603,7 +12603,7 @@ To quickly get an overview of a dataframe's contents, use the
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     L 85.468182 73.736141 
     z
-    " clip-path="url(#pdcf021909a)" style="fill: #1f77b4"/>
+    " clip-path="url(#p8d48957923)" style="fill: #1f77b4"/>
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@@ -12611,7 +12611,7 @@ To quickly get an overview of a dataframe's contents, use the
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     L 98.559091 59.629451 
     z
-    " clip-path="url(#pdcf021909a)" style="fill: #1f77b4"/>
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@@ -12619,7 +12619,7 @@ To quickly get an overview of a dataframe's contents, use the
     L 124.740909 61.119594 
     L 111.65 61.119594 
     z
-    " clip-path="url(#pdcf021909a)" style="fill: #1f77b4"/>
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@@ -12627,7 +12627,7 @@ To quickly get an overview of a dataframe's contents, use the
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     L 124.740909 49.595819 
     z
-    " clip-path="url(#pdcf021909a)" style="fill: #1f77b4"/>
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     L 137.831818 36.283872 
     z
-    " clip-path="url(#pdcf021909a)" style="fill: #1f77b4"/>
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     L 150.922727 37.550494 
     z
-    " clip-path="url(#pdcf021909a)" style="fill: #1f77b4"/>
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     L 164.013636 10.628571 
     z
-    " clip-path="url(#pdcf021909a)" style="fill: #1f77b4"/>
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@@ -12672,7 +12672,7 @@ To quickly get an overview of a dataframe's contents, use the
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@@ -12684,12 +12684,12 @@ To quickly get an overview of a dataframe's contents, use the
         <g id="ytick_1">
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           <defs>
-           <path id="mc2cfb1ee5b" d="M 0 0 
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@@ -12699,7 +12699,7 @@ To quickly get an overview of a dataframe's contents, use the
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           <g>
-           <use xlink:href="#mc2cfb1ee5b" x="39.65" y="54.364278" style="stroke: #000000; stroke-width: 0.8"/>
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@@ -12709,7 +12709,7 @@ To quickly get an overview of a dataframe's contents, use the
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           <g>
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@@ -12730,7 +12730,7 @@ To quickly get an overview of a dataframe's contents, use the
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      </g>
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+      <clipPath id="p8d48957923">
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@@ -12787,20 +12787,20 @@ To quickly get an overview of a dataframe's contents, use the
                 </tr>
         
                 <tr>
+                    <td class="ellided">division</td>
                     <td class="ellided">assignment_category</td>
-                    <td class="ellided">employee_position_title</td>
                     <td
                         >
-                        0.502
+                        0.626
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">division</td>
                     <td class="ellided">assignment_category</td>
+                    <td class="ellided">employee_position_title</td>
                     <td
                         >
-                        0.456
+                        0.514
                     </td>
                 </tr>
         
@@ -12809,7 +12809,7 @@ To quickly get an overview of a dataframe's contents, use the
                     <td class="ellided">employee_position_title</td>
                     <td
                         >
-                        0.407
+                        0.431
                     </td>
                 </tr>
         
@@ -12818,7 +12818,7 @@ To quickly get an overview of a dataframe's contents, use the
                     <td class="ellided">employee_position_title</td>
                     <td
                         >
-                        0.407
+                        0.416
                     </td>
                 </tr>
         
@@ -12827,85 +12827,85 @@ To quickly get an overview of a dataframe's contents, use the
                     <td class="ellided">employee_position_title</td>
                     <td
                         >
-                        0.407
+                        0.416
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">department_name</td>
+                    <td class="ellided">department</td>
                     <td class="ellided">assignment_category</td>
                     <td
                         >
-                        0.387
+                        0.393
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">department</td>
+                    <td class="ellided">department_name</td>
                     <td class="ellided">assignment_category</td>
                     <td
                         >
-                        0.387
+                        0.393
                     </td>
                 </tr>
         
                 <tr>
+                    <td class="ellided">gender</td>
                     <td class="ellided">department</td>
-                    <td class="ellided">division</td>
                     <td
                         >
-                        0.361
+                        0.374
                     </td>
                 </tr>
         
                 <tr>
+                    <td class="ellided">gender</td>
                     <td class="ellided">department_name</td>
-                    <td class="ellided">division</td>
                     <td
                         >
-                        0.361
+                        0.374
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">gender</td>
                     <td class="ellided">department</td>
+                    <td class="ellided">division</td>
                     <td
                         >
-                        0.355
+                        0.368
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">gender</td>
                     <td class="ellided">department_name</td>
+                    <td class="ellided">division</td>
                     <td
                         >
-                        0.355
+                        0.368
                     </td>
                 </tr>
         
                 <tr>
+                    <td class="ellided">gender</td>
                     <td class="ellided">employee_position_title</td>
-                    <td class="ellided">date_first_hired</td>
                     <td
                         >
-                        0.321
+                        0.290
                     </td>
                 </tr>
         
                 <tr>
                     <td class="ellided">gender</td>
-                    <td class="ellided">employee_position_title</td>
+                    <td class="ellided">assignment_category</td>
                     <td
                         >
-                        0.263
+                        0.267
                     </td>
                 </tr>
         
                 <tr>
                     <td class="ellided">gender</td>
-                    <td class="ellided">assignment_category</td>
+                    <td class="ellided">division</td>
                     <td
                         >
                         0.253
@@ -12913,20 +12913,20 @@ To quickly get an overview of a dataframe's contents, use the
                 </tr>
         
                 <tr>
-                    <td class="ellided">gender</td>
-                    <td class="ellided">division</td>
+                    <td class="ellided">employee_position_title</td>
+                    <td class="ellided">date_first_hired</td>
                     <td
                         >
-                        0.242
+                        0.235
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">department</td>
                     <td class="ellided">date_first_hired</td>
+                    <td class="ellided">year_first_hired</td>
                     <td
                         >
-                        0.156
+                        0.164
                     </td>
                 </tr>
         
@@ -12935,16 +12935,16 @@ To quickly get an overview of a dataframe's contents, use the
                     <td class="ellided">date_first_hired</td>
                     <td
                         >
-                        0.156
+                        0.158
                     </td>
                 </tr>
         
                 <tr>
+                    <td class="ellided">department</td>
                     <td class="ellided">date_first_hired</td>
-                    <td class="ellided">year_first_hired</td>
                     <td
                         >
-                        0.147
+                        0.158
                     </td>
                 </tr>
         
@@ -12953,7 +12953,7 @@ To quickly get an overview of a dataframe's contents, use the
                     <td class="ellided">year_first_hired</td>
                     <td
                         >
-                        0.142
+                        0.121
                     </td>
                 </tr>
         
@@ -12979,7 +12979,7 @@ To quickly get an overview of a dataframe's contents, use the
             </div>
         </template>
 
-        <skrub-table-report class="report" id="report_e0de8a31">
+        <skrub-table-report class="report" id="report_d69a87a4">
         </skrub-table-report>
 
         <script type="module">
@@ -14010,7 +14010,7 @@ To quickly get an overview of a dataframe's contents, use the
         </script>
     </div>
 
-    <div id="report_e0de8a31-wrapper-fallback">
+    <div id="report_d69a87a4-wrapper-fallback">
         <h2>Please enable javascript</h2>
         <p>
             The skrub table reports need javascript to display correctly. If you are
@@ -14021,8 +14021,8 @@ To quickly get an overview of a dataframe's contents, use the
     </div>
 
     <script>
-     document.getElementById("report_e0de8a31-wrapper").removeAttribute("hidden");
-     document.getElementById("report_e0de8a31-wrapper-fallback").setAttribute("hidden", "");
+     document.getElementById("report_d69a87a4-wrapper").removeAttribute("hidden");
+     document.getElementById("report_d69a87a4-wrapper-fallback").setAttribute("hidden", "");
     </script>
     </div>
     <br />
@@ -14067,8 +14067,8 @@ displays with ``TableReport``.
 
     <div class="output_subarea output_html rendered_html output_result">
 
-    <div id="report_a0d0df67-wrapper" hidden>
-        <template id="report_a0d0df67-template">
+    <div id="report_3068275a-wrapper" hidden>
+        <template id="report_3068275a-template">
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@@ -15269,7 +15269,7 @@ displays with ``TableReport``.
                 
                 
                     <th
-                    id="badb3fa1"
+                    id="bc3cdb02"
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                     data-role="padding"
@@ -15299,7 +15299,7 @@ displays with ``TableReport``.
                 
                 
                     <th
-                    id="e74df60c"
+                    id="797c3521"
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                     data-role="columns-level-value"
@@ -15333,7 +15333,7 @@ displays with ``TableReport``.
                 
                 
                     <th
-                    id="8b7dbc2c"
+                    id="45cb5031"
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@@ -15367,7 +15367,7 @@ displays with ``TableReport``.
                 
                 
                     <th
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+                    id="e07d65b2"
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@@ -15401,7 +15401,7 @@ displays with ``TableReport``.
                 
                 
                     <th
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                     data-role="columns-level-value"
@@ -15435,7 +15435,7 @@ displays with ``TableReport``.
                 
                 
                     <th
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+                    id="17149c7f"
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                     data-role="columns-level-value"
@@ -15469,7 +15469,7 @@ displays with ``TableReport``.
                 
                 
                     <th
-                    id="015be24b"
+                    id="52a0335b"
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                     data-role="columns-level-value"
@@ -15503,7 +15503,7 @@ displays with ``TableReport``.
                 
                 
                     <th
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+                    id="8e2594b1"
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@@ -15537,7 +15537,7 @@ displays with ``TableReport``.
                 
                 
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-                    id="d0d8b35d"
+                    id="7dd63a6b"
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@@ -15585,7 +15585,7 @@ displays with ``TableReport``.
                 
                 
                     <th
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+                    id="c7d6b07c"
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                     data-role="index-level-value"
@@ -15613,7 +15613,7 @@ displays with ``TableReport``.
                 
                 
                     <td
-                    id="eceb0c55"
+                    id="9472a3c1"
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@@ -15643,7 +15643,7 @@ displays with ``TableReport``.
                 
                 
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+                    id="6ef7a4c6"
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                     data-role="dataframe-data"
@@ -15673,7 +15673,7 @@ displays with ``TableReport``.
                 
                 
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-                    id="e26e5ea5"
+                    id="8237ffb4"
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@@ -15703,7 +15703,7 @@ displays with ``TableReport``.
                 
                 
                     <td
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+                    id="8021a499"
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                     data-role="dataframe-data"
@@ -15733,7 +15733,7 @@ displays with ``TableReport``.
                 
                 
                     <td
-                    id="f50de8dc"
+                    id="683c91da"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15763,7 +15763,7 @@ displays with ``TableReport``.
                 
                 
                     <td
-                    id="373cf73b"
+                    id="3e68a4ff"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15793,7 +15793,7 @@ displays with ``TableReport``.
                 
                 
                     <td
-                    id="3d2902c1"
+                    id="c6ed9759"
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                     data-role="dataframe-data"
@@ -15823,7 +15823,7 @@ displays with ``TableReport``.
                 
                 
                     <td
-                    id="5cf44461"
+                    id="fc8791ab"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15857,7 +15857,7 @@ displays with ``TableReport``.
                 
                 
                     <th
-                    id="b44e9d67"
+                    id="07b123bc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -15885,7 +15885,7 @@ displays with ``TableReport``.
                 
                 
                     <td
-                    id="2496aa30"
+                    id="88bbf92d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15915,7 +15915,7 @@ displays with ``TableReport``.
                 
                 
                     <td
-                    id="4b422263"
+                    id="f17ef7ae"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15945,7 +15945,7 @@ displays with ``TableReport``.
                 
                 
                     <td
-                    id="5c97da6d"
+                    id="a8fbd6fa"
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                     data-role="dataframe-data"
@@ -15975,7 +15975,7 @@ displays with ``TableReport``.
                 
                 
                     <td
-                    id="816923c8"
+                    id="9d717de9"
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                     data-role="dataframe-data"
@@ -16005,7 +16005,7 @@ displays with ``TableReport``.
                 
                 
                     <td
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+                    id="ecabf14b"
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                     data-role="dataframe-data"
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@@ -26786,7 +26786,7 @@ displays with ``TableReport``.
                     <td class="ellided">assignment_category</td>
                     <td
                         >
-                        0.604
+                        0.615
                     </td>
                 </tr>
         
@@ -26795,13 +26795,13 @@ displays with ``TableReport``.
                     <td class="ellided">employee_position_title</td>
                     <td
                         >
-                        0.525
+                        0.512
                     </td>
                 </tr>
         
                 <tr>
                     <td class="ellided">department_name</td>
-                    <td class="ellided">employee_position_title</td>
+                    <td class="ellided">assignment_category</td>
                     <td
                         >
                         0.413
@@ -26810,7 +26810,7 @@ displays with ``TableReport``.
         
                 <tr>
                     <td class="ellided">department</td>
-                    <td class="ellided">employee_position_title</td>
+                    <td class="ellided">assignment_category</td>
                     <td
                         >
                         0.413
@@ -26819,37 +26819,37 @@ displays with ``TableReport``.
         
                 <tr>
                     <td class="ellided">department</td>
-                    <td class="ellided">assignment_category</td>
+                    <td class="ellided">employee_position_title</td>
                     <td
                         >
-                        0.398
+                        0.409
                     </td>
                 </tr>
         
                 <tr>
                     <td class="ellided">department_name</td>
-                    <td class="ellided">assignment_category</td>
+                    <td class="ellided">employee_position_title</td>
                     <td
                         >
-                        0.398
+                        0.409
                     </td>
                 </tr>
         
                 <tr>
                     <td class="ellided">gender</td>
-                    <td class="ellided">department</td>
+                    <td class="ellided">department_name</td>
                     <td
                         >
-                        0.384
+                        0.368
                     </td>
                 </tr>
         
                 <tr>
                     <td class="ellided">gender</td>
-                    <td class="ellided">department_name</td>
+                    <td class="ellided">department</td>
                     <td
                         >
-                        0.384
+                        0.368
                     </td>
                 </tr>
         
@@ -26858,7 +26858,7 @@ displays with ``TableReport``.
                     <td class="ellided">division</td>
                     <td
                         >
-                        0.363
+                        0.358
                     </td>
                 </tr>
         
@@ -26867,34 +26867,34 @@ displays with ``TableReport``.
                     <td class="ellided">division</td>
                     <td
                         >
-                        0.363
+                        0.358
                     </td>
                 </tr>
         
                 <tr>
                     <td class="ellided">gender</td>
-                    <td class="ellided">employee_position_title</td>
+                    <td class="ellided">assignment_category</td>
                     <td
                         >
-                        0.280
+                        0.284
                     </td>
                 </tr>
         
                 <tr>
                     <td class="ellided">gender</td>
-                    <td class="ellided">division</td>
+                    <td class="ellided">employee_position_title</td>
                     <td
                         >
-                        0.254
+                        0.271
                     </td>
                 </tr>
         
                 <tr>
                     <td class="ellided">gender</td>
-                    <td class="ellided">assignment_category</td>
+                    <td class="ellided">division</td>
                     <td
                         >
-                        0.235
+                        0.249
                     </td>
                 </tr>
         
@@ -26903,16 +26903,16 @@ displays with ``TableReport``.
                     <td class="ellided">date_first_hired</td>
                     <td
                         >
-                        0.229
+                        0.244
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">department_name</td>
                     <td class="ellided">date_first_hired</td>
+                    <td class="ellided">year_first_hired</td>
                     <td
                         >
-                        0.157
+                        0.160
                     </td>
                 </tr>
         
@@ -26921,25 +26921,25 @@ displays with ``TableReport``.
                     <td class="ellided">date_first_hired</td>
                     <td
                         >
-                        0.157
+                        0.152
                     </td>
                 </tr>
         
                 <tr>
+                    <td class="ellided">department_name</td>
                     <td class="ellided">date_first_hired</td>
-                    <td class="ellided">year_first_hired</td>
                     <td
                         >
-                        0.150
+                        0.152
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">gender</td>
-                    <td class="ellided">date_first_hired</td>
+                    <td class="ellided">employee_position_title</td>
+                    <td class="ellided">year_first_hired</td>
                     <td
                         >
-                        0.133
+                        0.136
                     </td>
                 </tr>
         
@@ -26965,7 +26965,7 @@ displays with ``TableReport``.
             </div>
         </template>
 
-        <skrub-table-report class="report" id="report_a0d0df67">
+        <skrub-table-report class="report" id="report_3068275a">
         </skrub-table-report>
 
         <script type="module">
@@ -27996,7 +27996,7 @@ displays with ``TableReport``.
         </script>
     </div>
 
-    <div id="report_a0d0df67-wrapper-fallback">
+    <div id="report_3068275a-wrapper-fallback">
         <h2>Please enable javascript</h2>
         <p>
             The skrub table reports need javascript to display correctly. If you are
@@ -28007,8 +28007,8 @@ displays with ``TableReport``.
     </div>
 
     <script>
-     document.getElementById("report_a0d0df67-wrapper").removeAttribute("hidden");
-     document.getElementById("report_a0d0df67-wrapper-fallback").setAttribute("hidden", "");
+     document.getElementById("report_3068275a-wrapper").removeAttribute("hidden");
+     document.getElementById("report_3068275a-wrapper-fallback").setAttribute("hidden", "");
     </script>
     </div>
     <br />
@@ -28877,7 +28877,7 @@ illustrations of the tools that we provide !
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 7.609 seconds)
+   **Total running time of the script:** (0 minutes 6.952 seconds)
 
 
 .. _sphx_glr_download_auto_examples_00_getting_started.py:
@@ -28889,7 +28889,7 @@ illustrations of the tools that we provide !
     .. container:: binder-badge
 
       .. image:: images/binder_badge_logo.svg
-        :target: https://mybinder.org/v2/gh/skrub-data/skrub/0.4.0?urlpath=lab/tree/notebooks/auto_examples/00_getting_started.ipynb
+        :target: https://mybinder.org/v2/gh/skrub-data/skrub/0.4.1?urlpath=lab/tree/notebooks/auto_examples/00_getting_started.ipynb
         :alt: Launch binder
         :width: 150 px
 
diff --git a/0.4/_sources/auto_examples/01_encodings.rst.txt b/0.4/_sources/auto_examples/01_encodings.rst.txt
index 100a4c9ed..b98ed7761 100644
--- a/0.4/_sources/auto_examples/01_encodings.rst.txt
+++ b/0.4/_sources/auto_examples/01_encodings.rst.txt
@@ -815,41 +815,41 @@ More details on encoding tabular data
           <th>department_SHF</th>
           <th>department_ZAH</th>
           <th>...</th>
-          <th>division: delivery, operations, collection</th>
-          <th>division: maintenance, facilities, finance</th>
-          <th>division: mechanical, projects, project</th>
-          <th>division: crimes, family, animal</th>
+          <th>division: planning, training, recruit</th>
+          <th>division: communications, communication, immunization</th>
+          <th>division: programs, program, commercial</th>
+          <th>division: operations, special, inspections</th>
           <th>assignment_category_Parttime-Regular</th>
-          <th>employee_position_title: officer, office, police</th>
-          <th>employee_position_title: firefighter, rescuer, fire</th>
-          <th>employee_position_title: district, therapist, artist</th>
+          <th>employee_position_title: worker, social, leader</th>
+          <th>employee_position_title: firefighter, rescuer, recruit</th>
           <th>employee_position_title: manager, projects, project</th>
-          <th>employee_position_title: correctional, correction, corporal</th>
-          <th>employee_position_title: liquor, clerk, store</th>
+          <th>employee_position_title: officer, office, traffic</th>
+          <th>employee_position_title: program, programs, paralegal</th>
           <th>employee_position_title: operator, bus, operations</th>
-          <th>employee_position_title: community, health, nurse</th>
-          <th>employee_position_title: program, programs, procurement</th>
+          <th>employee_position_title: services, service, building</th>
+          <th>employee_position_title: school, room, behavioral</th>
+          <th>employee_position_title: coordinator, coordinating, depot</th>
+          <th>employee_position_title: lieutenant, captain, chief</th>
+          <th>employee_position_title: information, technology, recreation</th>
           <th>employee_position_title: communications, telecommunications, safety</th>
-          <th>employee_position_title: master, registered, meter</th>
+          <th>employee_position_title: corporal, erp, behavioral</th>
+          <th>employee_position_title: administrative, principal, executive</th>
+          <th>employee_position_title: sergeant, police, cadet</th>
+          <th>employee_position_title: community, health, nurse</th>
+          <th>employee_position_title: enforcement, permitting, inspector</th>
           <th>employee_position_title: technician, mechanic, supply</th>
-          <th>employee_position_title: sergeant, cadet, emergency</th>
-          <th>employee_position_title: coordinator, transit, coordinating</th>
-          <th>employee_position_title: school, room, behavioral</th>
-          <th>employee_position_title: recreation, specialist, renovation</th>
-          <th>employee_position_title: captain, chief, mcfrs</th>
+          <th>employee_position_title: correctional, correction, records</th>
+          <th>employee_position_title: liquor, clerk, store</th>
           <th>employee_position_title: assistance, income, client</th>
-          <th>employee_position_title: accountant, assistant, library</th>
+          <th>employee_position_title: specialist, special, resource</th>
           <th>employee_position_title: candidate, sheriff, deputy</th>
-          <th>employee_position_title: enforcement, permitting, inspector</th>
-          <th>employee_position_title: information, technology, technologist</th>
-          <th>employee_position_title: crossing, purchasing, engineer</th>
-          <th>employee_position_title: administrative, legislative, principal</th>
           <th>employee_position_title: equipment, investment, investigator</th>
-          <th>employee_position_title: recruit, crew, director</th>
-          <th>employee_position_title: supervisor, services, service</th>
-          <th>employee_position_title: worker, social, leader</th>
-          <th>employee_position_title: lieutenant, attendant, shift</th>
-          <th>employee_position_title: warehouse, craftsworker, welfare</th>
+          <th>employee_position_title: accountant, assistant, library</th>
+          <th>employee_position_title: supervisory, supervisor, therapist</th>
+          <th>employee_position_title: master, meter, registered</th>
+          <th>employee_position_title: crossing, purchasing, background</th>
+          <th>employee_position_title: representative, legislative, customer</th>
+          <th>employee_position_title: warehouse, welfare, driver</th>
           <th>date_first_hired_year</th>
           <th>date_first_hired_month</th>
           <th>date_first_hired_day</th>
@@ -901,41 +901,41 @@ More details on encoding tabular data
           <td>0.0</td>
           <td>0.0</td>
           <td>...</td>
-          <td>0.074884</td>
-          <td>0.092854</td>
-          <td>0.078307</td>
-          <td>8.197827</td>
-          <td>0.0</td>
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-          <td>0.093083</td>
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-          <td>0.053404</td>
-          <td>0.053808</td>
+          <td>0.082817</td>
+          <td>0.154468</td>
+          <td>0.074284</td>
+          <td>0.094923</td>
+          <td>0.0</td>
+          <td>0.052928</td>
+          <td>0.054615</td>
+          <td>0.053877</td>
+          <td>0.096158</td>
+          <td>0.050548</td>
+          <td>0.067328</td>
+          <td>0.119361</td>
+          <td>0.051763</td>
+          <td>37.270550</td>
+          <td>0.054540</td>
+          <td>0.052786</td>
+          <td>0.054271</td>
+          <td>0.063004</td>
+          <td>0.052831</td>
+          <td>0.086718</td>
+          <td>0.052366</td>
+          <td>0.053997</td>
+          <td>0.051547</td>
+          <td>0.056995</td>
+          <td>0.058754</td>
+          <td>0.054201</td>
+          <td>0.051978</td>
+          <td>0.054581</td>
+          <td>0.055458</td>
+          <td>0.051123</td>
+          <td>0.058986</td>
+          <td>0.055241</td>
+          <td>0.052042</td>
+          <td>0.057669</td>
+          <td>0.053780</td>
           <td>1986.0</td>
           <td>9.0</td>
           <td>22.0</td>
@@ -985,41 +985,41 @@ More details on encoding tabular data
           <td>0.0</td>
           <td>0.0</td>
           <td>...</td>
-          <td>0.069519</td>
-          <td>0.699880</td>
-          <td>0.065587</td>
-          <td>51.246620</td>
-          <td>0.0</td>
-          <td>21.498680</td>
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-          <td>0.054503</td>
-          <td>0.059536</td>
-          <td>0.052983</td>
+          <td>0.060023</td>
+          <td>0.085490</td>
+          <td>0.056676</td>
+          <td>0.073602</td>
+          <td>0.0</td>
+          <td>0.054200</td>
+          <td>0.059381</td>
+          <td>0.069660</td>
+          <td>21.637838</td>
+          <td>0.052463</td>
+          <td>0.054258</td>
+          <td>0.062255</td>
+          <td>0.052781</td>
+          <td>0.064784</td>
+          <td>0.053505</td>
+          <td>0.056277</td>
+          <td>0.053548</td>
+          <td>0.063689</td>
+          <td>0.053689</td>
+          <td>0.098251</td>
+          <td>0.050781</td>
+          <td>0.051484</td>
+          <td>0.053984</td>
+          <td>0.056377</td>
+          <td>0.059760</td>
+          <td>0.076365</td>
+          <td>0.060027</td>
+          <td>0.053393</td>
+          <td>0.052361</td>
+          <td>0.059419</td>
+          <td>0.056334</td>
+          <td>6.714140</td>
+          <td>0.059979</td>
+          <td>0.055730</td>
+          <td>0.053287</td>
           <td>1988.0</td>
           <td>9.0</td>
           <td>12.0</td>
@@ -1069,41 +1069,41 @@ More details on encoding tabular data
           <td>0.0</td>
           <td>0.0</td>
           <td>...</td>
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-          <td>20.896692</td>
-          <td>0.050150</td>
-          <td>0.068026</td>
+          <td>0.080681</td>
+          <td>0.066356</td>
+          <td>9.517534</td>
+          <td>0.078738</td>
+          <td>0.0</td>
+          <td>20.904984</td>
+          <td>0.055998</td>
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+          <td>0.051626</td>
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+          <td>0.051901</td>
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+          <td>0.058746</td>
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+          <td>0.051196</td>
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+          <td>0.052491</td>
+          <td>0.054146</td>
+          <td>0.058836</td>
+          <td>0.055566</td>
+          <td>0.053885</td>
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+          <td>0.053063</td>
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+          <td>0.066847</td>
           <td>1989.0</td>
           <td>11.0</td>
           <td>19.0</td>
@@ -1153,41 +1153,41 @@ More details on encoding tabular data
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           <td>...</td>
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+          <td>0.056616</td>
           <td>2014.0</td>
           <td>5.0</td>
           <td>5.0</td>
@@ -1237,41 +1237,41 @@ More details on encoding tabular data
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-          <td>0.072014</td>
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-          <td>0.060261</td>
-          <td>0.077925</td>
-          <td>0.058790</td>
-          <td>0.050198</td>
+          <td>0.112186</td>
+          <td>0.060453</td>
+          <td>11.254444</td>
+          <td>0.053422</td>
+          <td>0.0</td>
+          <td>0.067551</td>
+          <td>0.057948</td>
+          <td>0.094359</td>
+          <td>0.062941</td>
+          <td>0.078568</td>
+          <td>0.051843</td>
+          <td>0.063990</td>
+          <td>0.061861</td>
+          <td>0.051943</td>
+          <td>0.054579</td>
+          <td>0.068820</td>
+          <td>0.059534</td>
+          <td>0.059521</td>
+          <td>0.058174</td>
+          <td>0.063796</td>
+          <td>0.056874</td>
+          <td>0.069592</td>
+          <td>0.091449</td>
+          <td>0.053442</td>
+          <td>0.054308</td>
+          <td>0.083736</td>
+          <td>20.770205</td>
+          <td>0.061253</td>
+          <td>0.053835</td>
+          <td>0.063839</td>
+          <td>0.057012</td>
+          <td>0.050607</td>
+          <td>10.471979</td>
+          <td>0.056250</td>
+          <td>0.050192</td>
           <td>2007.0</td>
           <td>3.0</td>
           <td>5.0</td>
@@ -1405,41 +1405,41 @@ More details on encoding tabular data
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           <td>0.0</td>
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-          <td>0.054265</td>
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+          <td>0.075669</td>
+          <td>0.071839</td>
+          <td>0.088285</td>
+          <td>0.052339</td>
+          <td>0.0</td>
+          <td>0.055146</td>
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+          <td>0.055403</td>
+          <td>0.055265</td>
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           <td>0.050000</td>
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-          <td>0.051201</td>
-          <td>0.052419</td>
+          <td>0.070846</td>
+          <td>0.066361</td>
+          <td>0.052130</td>
+          <td>0.050919</td>
+          <td>0.052171</td>
+          <td>0.061088</td>
+          <td>0.054904</td>
+          <td>0.052219</td>
+          <td>0.054007</td>
+          <td>34.421329</td>
+          <td>0.052932</td>
+          <td>0.054540</td>
+          <td>0.053188</td>
+          <td>0.052308</td>
+          <td>0.054617</td>
+          <td>0.055402</td>
+          <td>0.057665</td>
+          <td>0.051266</td>
+          <td>0.052956</td>
+          <td>0.051290</td>
+          <td>0.050002</td>
+          <td>0.050323</td>
+          <td>0.053704</td>
+          <td>0.052569</td>
           <td>2015.0</td>
           <td>11.0</td>
           <td>3.0</td>
@@ -1489,41 +1489,41 @@ More details on encoding tabular data
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           <td>0.0</td>
           <td>...</td>
-          <td>0.065708</td>
-          <td>0.073562</td>
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-          <td>14.414662</td>
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-          <td>1.227373</td>
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-          <td>1.631098</td>
-          <td>0.062183</td>
-          <td>0.080487</td>
-          <td>0.694342</td>
+          <td>0.077699</td>
+          <td>0.172547</td>
+          <td>0.059015</td>
+          <td>0.073084</td>
+          <td>0.0</td>
+          <td>0.057977</td>
+          <td>0.093766</td>
+          <td>0.050001</td>
+          <td>0.052347</td>
+          <td>0.051761</td>
+          <td>0.050001</td>
+          <td>0.061511</td>
+          <td>0.065915</td>
+          <td>0.109897</td>
+          <td>28.388746</td>
+          <td>2.483145</td>
+          <td>0.071192</td>
+          <td>0.074181</td>
+          <td>0.244267</td>
+          <td>0.051341</td>
+          <td>0.051290</td>
+          <td>0.050741</td>
+          <td>0.072633</td>
+          <td>0.145503</td>
+          <td>0.053236</td>
+          <td>0.068087</td>
+          <td>0.058932</td>
+          <td>0.057558</td>
+          <td>0.050634</td>
+          <td>0.078016</td>
+          <td>3.984569</td>
+          <td>0.083260</td>
+          <td>0.071107</td>
+          <td>0.225241</td>
+          <td>0.543144</td>
           <td>1988.0</td>
           <td>11.0</td>
           <td>28.0</td>
@@ -1573,41 +1573,41 @@ More details on encoding tabular data
           <td>0.0</td>
           <td>0.0</td>
           <td>...</td>
-          <td>0.054788</td>
-          <td>0.067399</td>
-          <td>0.083401</td>
-          <td>0.062162</td>
+          <td>0.117451</td>
+          <td>0.071441</td>
+          <td>0.077933</td>
+          <td>0.055892</td>
           <td>1.0</td>
-          <td>0.118016</td>
-          <td>0.051427</td>
-          <td>1.495478</td>
-          <td>0.053285</td>
-          <td>0.120577</td>
-          <td>0.121051</td>
-          <td>0.184771</td>
-          <td>0.052081</td>
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-          <td>0.663602</td>
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-          <td>0.106258</td>
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-          <td>0.190638</td>
-          <td>0.180482</td>
-          <td>0.198507</td>
-          <td>2.312291</td>
-          <td>0.107179</td>
-          <td>0.053192</td>
-          <td>0.734760</td>
-          <td>2.300356</td>
-          <td>0.051095</td>
-          <td>0.099750</td>
-          <td>35.136803</td>
-          <td>0.057447</td>
-          <td>0.245836</td>
+          <td>4.652483</td>
+          <td>0.057330</td>
+          <td>0.067179</td>
+          <td>0.081827</td>
+          <td>0.061174</td>
+          <td>0.246469</td>
+          <td>0.058491</td>
+          <td>0.266326</td>
+          <td>0.104489</td>
+          <td>0.077707</td>
+          <td>0.097962</td>
+          <td>0.093121</td>
+          <td>0.086523</td>
+          <td>0.216723</td>
+          <td>0.058804</td>
+          <td>0.058930</td>
+          <td>1.269202</td>
+          <td>0.447924</td>
+          <td>0.134331</td>
+          <td>0.092304</td>
+          <td>0.070879</td>
+          <td>0.093609</td>
+          <td>0.064236</td>
+          <td>2.733849</td>
+          <td>0.073478</td>
+          <td>34.957245</td>
+          <td>0.053581</td>
+          <td>0.054263</td>
+          <td>0.089004</td>
+          <td>0.080558</td>
           <td>2001.0</td>
           <td>4.0</td>
           <td>30.0</td>
@@ -1657,41 +1657,41 @@ More details on encoding tabular data
           <td>0.0</td>
           <td>0.0</td>
           <td>...</td>
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-          <td>1.207034</td>
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-          <td>11.917399</td>
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-          <td>0.052928</td>
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-          <td>0.056144</td>
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-          <td>0.050002</td>
-          <td>0.051947</td>
-          <td>0.052572</td>
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-          <td>0.054719</td>
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-          <td>0.050170</td>
-          <td>0.050007</td>
-          <td>0.055083</td>
-          <td>0.056563</td>
-          <td>0.053435</td>
-          <td>0.069057</td>
-          <td>0.052741</td>
-          <td>0.051963</td>
+          <td>0.061615</td>
+          <td>0.053807</td>
+          <td>0.065210</td>
+          <td>0.074305</td>
+          <td>0.0</td>
+          <td>0.069796</td>
+          <td>0.063669</td>
+          <td>11.916446</td>
+          <td>0.067327</td>
+          <td>0.052390</td>
+          <td>0.052065</td>
+          <td>0.053999</td>
+          <td>0.051474</td>
+          <td>0.051560</td>
+          <td>0.051017</td>
+          <td>0.051591</td>
+          <td>0.050616</td>
+          <td>0.058933</td>
+          <td>0.050003</td>
+          <td>0.054506</td>
+          <td>0.052900</td>
+          <td>0.054672</td>
+          <td>0.055024</td>
+          <td>0.055207</td>
+          <td>0.053995</td>
+          <td>0.052122</td>
+          <td>0.054438</td>
+          <td>0.055048</td>
+          <td>0.055281</td>
+          <td>0.052588</td>
+          <td>0.052186</td>
+          <td>0.055989</td>
+          <td>0.050273</td>
+          <td>0.052700</td>
+          <td>0.052184</td>
           <td>2006.0</td>
           <td>9.0</td>
           <td>5.0</td>
@@ -1741,41 +1741,41 @@ More details on encoding tabular data
           <td>0.0</td>
           <td>0.0</td>
           <td>...</td>
-          <td>0.088402</td>
-          <td>0.089706</td>
-          <td>0.131998</td>
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-          <td>0.0</td>
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-          <td>0.052404</td>
-          <td>14.169421</td>
-          <td>0.053735</td>
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-          <td>0.060830</td>
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-          <td>0.160130</td>
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-          <td>0.138080</td>
-          <td>1.325146</td>
-          <td>0.053543</td>
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-          <td>0.134936</td>
-          <td>0.055747</td>
-          <td>34.685600</td>
-          <td>0.164015</td>
-          <td>7.633206</td>
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-          <td>0.098017</td>
-          <td>0.050976</td>
-          <td>0.061336</td>
-          <td>0.074624</td>
-          <td>0.055372</td>
-          <td>0.063769</td>
+          <td>1.608304</td>
+          <td>34.943043</td>
+          <td>0.085973</td>
+          <td>0.082096</td>
+          <td>0.0</td>
+          <td>0.067062</td>
+          <td>0.052044</td>
+          <td>0.053493</td>
+          <td>0.125066</td>
+          <td>0.084969</td>
+          <td>0.056526</td>
+          <td>0.057051</td>
+          <td>0.121219</td>
+          <td>0.061451</td>
+          <td>0.054000</td>
+          <td>0.105740</td>
+          <td>0.062261</td>
+          <td>0.064484</td>
+          <td>0.054136</td>
+          <td>0.169034</td>
+          <td>0.059416</td>
+          <td>33.913448</td>
+          <td>0.059875</td>
+          <td>0.059854</td>
+          <td>0.058891</td>
+          <td>0.086960</td>
+          <td>16.189983</td>
+          <td>0.053122</td>
+          <td>0.088644</td>
+          <td>0.139414</td>
+          <td>0.066175</td>
+          <td>0.050775</td>
+          <td>7.851315</td>
+          <td>0.060499</td>
+          <td>0.073091</td>
           <td>2012.0</td>
           <td>1.0</td>
           <td>30.0</td>
@@ -3487,8 +3487,8 @@ that we can fit, test or cross-validate and that works well on tabular data.
 
  .. code-block:: none
 
-    R2 score:  mean: 0.923; std: 0.013
-    mean fit time: 5.811 seconds
+    R2 score:  mean: 0.922; std: 0.010
+    mean fit time: 5.518 seconds
 
 
 
@@ -3557,7 +3557,7 @@ The resulting pipeline is identical to the one produced by default by
  .. code-block:: none
 
     R2 score:  mean: 0.911; std: 0.014
-    mean fit time: 0.927 seconds
+    mean fit time: 0.961 seconds
 
 
 
@@ -4120,7 +4120,7 @@ to plot the feature importances.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (1 minutes 10.168 seconds)
+   **Total running time of the script:** (1 minutes 7.787 seconds)
 
 
 .. _sphx_glr_download_auto_examples_01_encodings.py:
@@ -4132,7 +4132,7 @@ to plot the feature importances.
     .. container:: binder-badge
 
       .. image:: images/binder_badge_logo.svg
-        :target: https://mybinder.org/v2/gh/skrub-data/skrub/0.4.0?urlpath=lab/tree/notebooks/auto_examples/01_encodings.ipynb
+        :target: https://mybinder.org/v2/gh/skrub-data/skrub/0.4.1?urlpath=lab/tree/notebooks/auto_examples/01_encodings.ipynb
         :alt: Launch binder
         :width: 150 px
 
diff --git a/0.4/_sources/auto_examples/02_text_with_string_encoders.rst.txt b/0.4/_sources/auto_examples/02_text_with_string_encoders.rst.txt
index ea1b03387..eb64d7482 100644
--- a/0.4/_sources/auto_examples/02_text_with_string_encoders.rst.txt
+++ b/0.4/_sources/auto_examples/02_text_with_string_encoders.rst.txt
@@ -102,8 +102,8 @@ useful! Click on any cell below to expand and read the tweet in full.
 
     <div class="output_subarea output_html rendered_html output_result">
 
-    <div id="report_11094f8a-wrapper" hidden>
-        <template id="report_11094f8a-template">
+    <div id="report_da47d5a5-wrapper" hidden>
+        <template id="report_da47d5a5-template">
             <style>
              /*!
     Pure v3.0.0
@@ -1302,7 +1302,7 @@ useful! Click on any cell below to expand and read the tweet in full.
                 
                 
                     <th
-                    id="bae0f908"
+                    id="db7a4df2"
                     class="table-cell ellided-short "
                 
                     data-role="padding"
@@ -1332,7 +1332,7 @@ useful! Click on any cell below to expand and read the tweet in full.
                 
                 
                     <th
-                    id="49f03770"
+                    id="17321c63"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -1366,7 +1366,7 @@ useful! Click on any cell below to expand and read the tweet in full.
                 
                 
                     <th
-                    id="afa6631d"
+                    id="52900e42"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -1414,7 +1414,7 @@ useful! Click on any cell below to expand and read the tweet in full.
                 
                 
                     <th
-                    id="5646a65d"
+                    id="3d69be8f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -1442,7 +1442,7 @@ useful! Click on any cell below to expand and read the tweet in full.
                 
                 
                     <td
-                    id="6649b057"
+                    id="27b2ecd0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -1478,7 +1478,7 @@ useful! Click on any cell below to expand and read the tweet in full.
                 
                 
                     <td
-                    id="93bdf3be"
+                    id="9e753430"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -1512,7 +1512,7 @@ useful! Click on any cell below to expand and read the tweet in full.
                 
                 
                     <th
-                    id="74b9eebb"
+                    id="9b3efb1b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -1540,7 +1540,7 @@ useful! Click on any cell below to expand and read the tweet in full.
                 
                 
                     <td
-                    id="6c3c4ede"
+                    id="c762a9c6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -1570,7 +1570,7 @@ useful! Click on any cell below to expand and read the tweet in full.
                 
                 
                     <td
-                    id="d378cde3"
+                    id="cc06910d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -1604,7 +1604,7 @@ useful! Click on any cell below to expand and read the tweet in full.
                 
                 
                     <th
-                    id="47cb7931"
+                    id="1bff83cf"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -1632,7 +1632,7 @@ useful! Click on any cell below to expand and read the tweet in full.
                 
                 
                     <td
-                    id="500b2cd8"
+                    id="69273dd2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -1662,7 +1662,7 @@ useful! Click on any cell below to expand and read the tweet in full.
                 
                 
                     <td
-                    id="a60de83c"
+                    id="d1de9df4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -1696,7 +1696,7 @@ useful! Click on any cell below to expand and read the tweet in full.
                 
                 
                     <th
-                    id="3b8bf5ca"
+                    id="6e1c0ab9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -1724,7 +1724,7 @@ useful! Click on any cell below to expand and read the tweet in full.
                 
                 
                     <td
-                    id="ba0d65ed"
+                    id="16c395d1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -1754,7 +1754,7 @@ useful! Click on any cell below to expand and read the tweet in full.
                 
                 
                     <td
-                    id="261b6335"
+                    id="26cbe1dc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -1788,7 +1788,7 @@ useful! Click on any cell below to expand and read the tweet in full.
                 
                 
                     <th
-                    id="5bcd2e9d"
+                    id="3dbb8463"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -1816,7 +1816,7 @@ useful! Click on any cell below to expand and read the tweet in full.
                 
                 
                     <td
-                    id="b3f62fdc"
+                    id="be3c3534"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -1846,7 +1846,7 @@ useful! Click on any cell below to expand and read the tweet in full.
                 
                 
                     <td
-                    id="95afd53a"
+                    id="0d378792"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -1920,7 +1920,7 @@ useful! Click on any cell below to expand and read the tweet in full.
                 
                 
                     <th
-                    id="db3e3c8a"
+                    id="9c0d5c10"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -1948,7 +1948,7 @@ useful! Click on any cell below to expand and read the tweet in full.
                 
                 
                     <td
-                    id="694222e3"
+                    id="1afdd961"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -1978,7 +1978,7 @@ useful! Click on any cell below to expand and read the tweet in full.
                 
                 
                     <td
-                    id="f1adb97f"
+                    id="a497670c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2012,7 +2012,7 @@ useful! Click on any cell below to expand and read the tweet in full.
                 
                 
                     <th
-                    id="7a277e71"
+                    id="d1872bdf"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -2040,7 +2040,7 @@ useful! Click on any cell below to expand and read the tweet in full.
                 
                 
                     <td
-                    id="50dcdcc0"
+                    id="01d720fb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2070,7 +2070,7 @@ useful! Click on any cell below to expand and read the tweet in full.
                 
                 
                     <td
-                    id="a643acb5"
+                    id="51fc1142"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2104,7 +2104,7 @@ useful! Click on any cell below to expand and read the tweet in full.
                 
                 
                     <th
-                    id="0d9ea5ed"
+                    id="942d17c7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -2132,7 +2132,7 @@ useful! Click on any cell below to expand and read the tweet in full.
                 
                 
                     <td
-                    id="2cae3518"
+                    id="5077bf2f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2174,7 +2174,7 @@ useful! Click on any cell below to expand and read the tweet in full.
                 
                 
                     <td
-                    id="d7dcd907"
+                    id="bdcef125"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2208,7 +2208,7 @@ useful! Click on any cell below to expand and read the tweet in full.
                 
                 
                     <th
-                    id="7e6c703b"
+                    id="d6d6f0e1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -2236,7 +2236,7 @@ useful! Click on any cell below to expand and read the tweet in full.
                 
                 
                     <td
-                    id="22494242"
+                    id="cd071886"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2266,7 +2266,7 @@ useful! Click on any cell below to expand and read the tweet in full.
                 
                 
                     <td
-                    id="2f4095cd"
+                    id="e947e0fa"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2300,7 +2300,7 @@ useful! Click on any cell below to expand and read the tweet in full.
                 
                 
                     <th
-                    id="6fee949e"
+                    id="4e7bba2a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -2328,7 +2328,7 @@ useful! Click on any cell below to expand and read the tweet in full.
                 
                 
                     <td
-                    id="cd102524"
+                    id="279df1d6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2358,7 +2358,7 @@ useful! Click on any cell below to expand and read the tweet in full.
                 
                 
                     <td
-                    id="37d17e21"
+                    id="4b65394c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2490,7 +2490,7 @@ useful! Click on any cell below to expand and read the tweet in full.
       <rdf:RDF xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:cc="http://creativecommons.org/ns#" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
        <cc:Work>
         <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
-        <dc:date>2024-12-11T19:14:58.523385</dc:date>
+        <dc:date>2024-12-11T19:24:52.645081</dc:date>
         <dc:format>image/svg+xml</dc:format>
         <dc:creator>
          <cc:Agent>
@@ -2519,7 +2519,7 @@ useful! Click on any cell below to expand and read the tweet in full.
     L 240.970089 149.086214 
     L 206.684375 149.086214 
     z
-    " clip-path="url(#pa32c316d3f)" style="fill: #ee854a"/>
+    " clip-path="url(#pdb8e26d6eb)" style="fill: #ee854a"/>
        </g>
        <g id="patch_3">
         <path d="M 206.684375 146.4146 
@@ -2527,7 +2527,7 @@ useful! Click on any cell below to expand and read the tweet in full.
     L 240.970089 135.728144 
     L 206.684375 135.728144 
     z
-    " clip-path="url(#pa32c316d3f)" style="fill: #ee854a"/>
+    " clip-path="url(#pdb8e26d6eb)" style="fill: #ee854a"/>
        </g>
        <g id="patch_4">
         <path d="M 206.684375 133.056529 
@@ -2535,7 +2535,7 @@ useful! Click on any cell below to expand and read the tweet in full.
     L 240.970089 122.370073 
     L 206.684375 122.370073 
     z
-    " clip-path="url(#pa32c316d3f)" style="fill: #ee854a"/>
+    " clip-path="url(#pdb8e26d6eb)" style="fill: #ee854a"/>
        </g>
        <g id="patch_5">
         <path d="M 206.684375 119.698459 
@@ -2543,7 +2543,7 @@ useful! Click on any cell below to expand and read the tweet in full.
     L 240.970089 109.012003 
     L 206.684375 109.012003 
     z
-    " clip-path="url(#pa32c316d3f)" style="fill: #ee854a"/>
+    " clip-path="url(#pdb8e26d6eb)" style="fill: #ee854a"/>
        </g>
        <g id="patch_6">
         <path d="M 206.684375 106.340388 
@@ -2551,7 +2551,7 @@ useful! Click on any cell below to expand and read the tweet in full.
     L 240.970089 95.653932 
     L 206.684375 95.653932 
     z
-    " clip-path="url(#pa32c316d3f)" style="fill: #ee854a"/>
+    " clip-path="url(#pdb8e26d6eb)" style="fill: #ee854a"/>
        </g>
        <g id="patch_7">
         <path d="M 206.684375 92.982318 
@@ -2559,7 +2559,7 @@ useful! Click on any cell below to expand and read the tweet in full.
     L 240.970089 82.295862 
     L 206.684375 82.295862 
     z
-    " clip-path="url(#pa32c316d3f)" style="fill: #ee854a"/>
+    " clip-path="url(#pdb8e26d6eb)" style="fill: #ee854a"/>
        </g>
        <g id="patch_8">
         <path d="M 206.684375 79.624247 
@@ -2567,7 +2567,7 @@ useful! Click on any cell below to expand and read the tweet in full.
     L 240.970089 68.937791 
     L 206.684375 68.937791 
     z
-    " clip-path="url(#pa32c316d3f)" style="fill: #ee854a"/>
+    " clip-path="url(#pdb8e26d6eb)" style="fill: #ee854a"/>
        </g>
        <g id="patch_9">
         <path d="M 206.684375 66.266177 
@@ -2575,7 +2575,7 @@ useful! Click on any cell below to expand and read the tweet in full.
     L 240.970089 55.579721 
     L 206.684375 55.579721 
     z
-    " clip-path="url(#pa32c316d3f)" style="fill: #ee854a"/>
+    " clip-path="url(#pdb8e26d6eb)" style="fill: #ee854a"/>
        </g>
        <g id="patch_10">
         <path d="M 206.684375 52.908106 
@@ -2583,7 +2583,7 @@ useful! Click on any cell below to expand and read the tweet in full.
     L 240.970089 42.22165 
     L 206.684375 42.22165 
     z
-    " clip-path="url(#pa32c316d3f)" style="fill: #ee854a"/>
+    " clip-path="url(#pdb8e26d6eb)" style="fill: #ee854a"/>
        </g>
        <g id="patch_11">
         <path d="M 206.684375 39.550036 
@@ -2591,18 +2591,18 @@ useful! Click on any cell below to expand and read the tweet in full.
     L 275.255804 28.86358 
     L 206.684375 28.86358 
     z
-    " clip-path="url(#pa32c316d3f)" style="fill: #ee854a"/>
+    " clip-path="url(#pdb8e26d6eb)" style="fill: #ee854a"/>
        </g>
        <g id="matplotlib.axis_1">
         <g id="xtick_1">
          <g id="line2d_1">
           <defs>
-           <path id="m72701946a7" d="M 0 0 
+           <path id="m7c8e6563a2" d="M 0 0 
     L 0 3.5 
     " style="stroke: #000000; stroke-width: 0.8"/>
           </defs>
           <g>
-           <use xlink:href="#m72701946a7" x="206.684375" y="166.318125" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#m7c8e6563a2" x="206.684375" y="166.318125" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_1">
@@ -2612,7 +2612,7 @@ useful! Click on any cell below to expand and read the tweet in full.
         <g id="xtick_2">
          <g id="line2d_2">
           <g>
-           <use xlink:href="#m72701946a7" x="275.255804" y="166.318125" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#m7c8e6563a2" x="275.255804" y="166.318125" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_2">
@@ -2624,12 +2624,12 @@ useful! Click on any cell below to expand and read the tweet in full.
         <g id="ytick_1">
          <g id="line2d_3">
           <defs>
-           <path id="mfac4c33e5b" d="M 0 0 
+           <path id="mcdfe21e3a0" d="M 0 0 
     L -3.5 0 
     " style="stroke: #000000; stroke-width: 0.8"/>
           </defs>
           <g>
-           <use xlink:href="#mfac4c33e5b" x="206.684375" y="154.429442" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#mcdfe21e3a0" x="206.684375" y="154.429442" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_3">
@@ -2639,7 +2639,7 @@ useful! Click on any cell below to expand and read the tweet in full.
         <g id="ytick_2">
          <g id="line2d_4">
           <g>
-           <use xlink:href="#mfac4c33e5b" x="206.684375" y="141.071372" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#mcdfe21e3a0" x="206.684375" y="141.071372" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_4">
@@ -2649,7 +2649,7 @@ useful! Click on any cell below to expand and read the tweet in full.
         <g id="ytick_3">
          <g id="line2d_5">
           <g>
-           <use xlink:href="#mfac4c33e5b" x="206.684375" y="127.713301" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#mcdfe21e3a0" x="206.684375" y="127.713301" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_5">
@@ -2659,7 +2659,7 @@ useful! Click on any cell below to expand and read the tweet in full.
         <g id="ytick_4">
          <g id="line2d_6">
           <g>
-           <use xlink:href="#mfac4c33e5b" x="206.684375" y="114.355231" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#mcdfe21e3a0" x="206.684375" y="114.355231" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_6">
@@ -2669,7 +2669,7 @@ useful! Click on any cell below to expand and read the tweet in full.
         <g id="ytick_5">
          <g id="line2d_7">
           <g>
-           <use xlink:href="#mfac4c33e5b" x="206.684375" y="100.99716" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#mcdfe21e3a0" x="206.684375" y="100.99716" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_7">
@@ -2679,7 +2679,7 @@ useful! Click on any cell below to expand and read the tweet in full.
         <g id="ytick_6">
          <g id="line2d_8">
           <g>
-           <use xlink:href="#mfac4c33e5b" x="206.684375" y="87.63909" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#mcdfe21e3a0" x="206.684375" y="87.63909" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_8">
@@ -2689,7 +2689,7 @@ useful! Click on any cell below to expand and read the tweet in full.
         <g id="ytick_7">
          <g id="line2d_9">
           <g>
-           <use xlink:href="#mfac4c33e5b" x="206.684375" y="74.281019" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#mcdfe21e3a0" x="206.684375" y="74.281019" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_9">
@@ -2699,7 +2699,7 @@ useful! Click on any cell below to expand and read the tweet in full.
         <g id="ytick_8">
          <g id="line2d_10">
           <g>
-           <use xlink:href="#mfac4c33e5b" x="206.684375" y="60.922949" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#mcdfe21e3a0" x="206.684375" y="60.922949" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_10">
@@ -2709,7 +2709,7 @@ useful! Click on any cell below to expand and read the tweet in full.
         <g id="ytick_9">
          <g id="line2d_11">
           <g>
-           <use xlink:href="#mfac4c33e5b" x="206.684375" y="47.564878" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#mcdfe21e3a0" x="206.684375" y="47.564878" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_11">
@@ -2719,7 +2719,7 @@ useful! Click on any cell below to expand and read the tweet in full.
         <g id="ytick_10">
          <g id="line2d_12">
           <g>
-           <use xlink:href="#mfac4c33e5b" x="206.684375" y="34.206808" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#mcdfe21e3a0" x="206.684375" y="34.206808" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_12">
@@ -2773,7 +2773,7 @@ useful! Click on any cell below to expand and read the tweet in full.
       </g>
      </g>
      <defs>
-      <clipPath id="pa32c316d3f">
+      <clipPath id="pdb8e26d6eb">
        <rect x="206.684375" y="22.318125" width="72" height="144"/>
       </clipPath>
      </defs>
@@ -3101,7 +3101,7 @@ useful! Click on any cell below to expand and read the tweet in full.
       <rdf:RDF xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:cc="http://creativecommons.org/ns#" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
        <cc:Work>
         <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
-        <dc:date>2024-12-11T19:14:58.585544</dc:date>
+        <dc:date>2024-12-11T19:24:52.719701</dc:date>
         <dc:format>image/svg+xml</dc:format>
         <dc:creator>
          <cc:Agent>
@@ -3130,7 +3130,7 @@ useful! Click on any cell below to expand and read the tweet in full.
     L 127.605503 23.054545 
     L 59.307812 23.054545 
     z
-    " clip-path="url(#pc9e0489e13)" style="fill: #ee854a"/>
+    " clip-path="url(#p104b2c6fee)" style="fill: #ee854a"/>
        </g>
        <g id="patch_3">
         <path d="M 59.307812 20.145455 
@@ -3138,18 +3138,18 @@ useful! Click on any cell below to expand and read the tweet in full.
     L 127.879241 8.509091 
     L 59.307812 8.509091 
     z
-    " clip-path="url(#pc9e0489e13)" style="fill: #ee854a"/>
+    " clip-path="url(#p104b2c6fee)" style="fill: #ee854a"/>
        </g>
        <g id="matplotlib.axis_1">
         <g id="xtick_1">
          <g id="line2d_1">
           <defs>
-           <path id="m980534afaa" d="M 0 0 
+           <path id="m8e219193f1" d="M 0 0 
     L 0 3.5 
     " style="stroke: #000000; stroke-width: 0.8"/>
           </defs>
           <g>
-           <use xlink:href="#m980534afaa" x="59.307812" y="36" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#m8e219193f1" x="59.307812" y="36" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_1">
@@ -3159,7 +3159,7 @@ useful! Click on any cell below to expand and read the tweet in full.
         <g id="xtick_2">
          <g id="line2d_2">
           <g>
-           <use xlink:href="#m980534afaa" x="127.742372" y="36" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#m8e219193f1" x="127.742372" y="36" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_2">
@@ -3171,12 +3171,12 @@ useful! Click on any cell below to expand and read the tweet in full.
         <g id="ytick_1">
          <g id="line2d_3">
           <defs>
-           <path id="m279ac575a2" d="M 0 0 
+           <path id="m4287811e49" d="M 0 0 
     L -3.5 0 
     " style="stroke: #000000; stroke-width: 0.8"/>
           </defs>
           <g>
-           <use xlink:href="#m279ac575a2" x="59.307812" y="28.872727" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#m4287811e49" x="59.307812" y="28.872727" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_3">
@@ -3186,7 +3186,7 @@ useful! Click on any cell below to expand and read the tweet in full.
         <g id="ytick_2">
          <g id="line2d_4">
           <g>
-           <use xlink:href="#m279ac575a2" x="59.307812" y="14.327273" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#m4287811e49" x="59.307812" y="14.327273" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_4">
@@ -3213,7 +3213,7 @@ useful! Click on any cell below to expand and read the tweet in full.
       </g>
      </g>
      <defs>
-      <clipPath id="pc9e0489e13">
+      <clipPath id="p104b2c6fee">
        <rect x="59.307812" y="7.2" width="72" height="28.8"/>
       </clipPath>
      </defs>
@@ -3815,7 +3815,7 @@ useful! Click on any cell below to expand and read the tweet in full.
       <rdf:RDF xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:cc="http://creativecommons.org/ns#" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
        <cc:Work>
         <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
-        <dc:date>2024-12-11T19:14:58.523385</dc:date>
+        <dc:date>2024-12-11T19:24:52.645081</dc:date>
         <dc:format>image/svg+xml</dc:format>
         <dc:creator>
          <cc:Agent>
@@ -3844,7 +3844,7 @@ useful! Click on any cell below to expand and read the tweet in full.
     L 240.970089 149.086214 
     L 206.684375 149.086214 
     z
-    " clip-path="url(#pa32c316d3f)" style="fill: #ee854a"/>
+    " clip-path="url(#pdb8e26d6eb)" style="fill: #ee854a"/>
        </g>
        <g id="patch_3">
         <path d="M 206.684375 146.4146 
@@ -3852,7 +3852,7 @@ useful! Click on any cell below to expand and read the tweet in full.
     L 240.970089 135.728144 
     L 206.684375 135.728144 
     z
-    " clip-path="url(#pa32c316d3f)" style="fill: #ee854a"/>
+    " clip-path="url(#pdb8e26d6eb)" style="fill: #ee854a"/>
        </g>
        <g id="patch_4">
         <path d="M 206.684375 133.056529 
@@ -3860,7 +3860,7 @@ useful! Click on any cell below to expand and read the tweet in full.
     L 240.970089 122.370073 
     L 206.684375 122.370073 
     z
-    " clip-path="url(#pa32c316d3f)" style="fill: #ee854a"/>
+    " clip-path="url(#pdb8e26d6eb)" style="fill: #ee854a"/>
        </g>
        <g id="patch_5">
         <path d="M 206.684375 119.698459 
@@ -3868,7 +3868,7 @@ useful! Click on any cell below to expand and read the tweet in full.
     L 240.970089 109.012003 
     L 206.684375 109.012003 
     z
-    " clip-path="url(#pa32c316d3f)" style="fill: #ee854a"/>
+    " clip-path="url(#pdb8e26d6eb)" style="fill: #ee854a"/>
        </g>
        <g id="patch_6">
         <path d="M 206.684375 106.340388 
@@ -3876,7 +3876,7 @@ useful! Click on any cell below to expand and read the tweet in full.
     L 240.970089 95.653932 
     L 206.684375 95.653932 
     z
-    " clip-path="url(#pa32c316d3f)" style="fill: #ee854a"/>
+    " clip-path="url(#pdb8e26d6eb)" style="fill: #ee854a"/>
        </g>
        <g id="patch_7">
         <path d="M 206.684375 92.982318 
@@ -3884,7 +3884,7 @@ useful! Click on any cell below to expand and read the tweet in full.
     L 240.970089 82.295862 
     L 206.684375 82.295862 
     z
-    " clip-path="url(#pa32c316d3f)" style="fill: #ee854a"/>
+    " clip-path="url(#pdb8e26d6eb)" style="fill: #ee854a"/>
        </g>
        <g id="patch_8">
         <path d="M 206.684375 79.624247 
@@ -3892,7 +3892,7 @@ useful! Click on any cell below to expand and read the tweet in full.
     L 240.970089 68.937791 
     L 206.684375 68.937791 
     z
-    " clip-path="url(#pa32c316d3f)" style="fill: #ee854a"/>
+    " clip-path="url(#pdb8e26d6eb)" style="fill: #ee854a"/>
        </g>
        <g id="patch_9">
         <path d="M 206.684375 66.266177 
@@ -3900,7 +3900,7 @@ useful! Click on any cell below to expand and read the tweet in full.
     L 240.970089 55.579721 
     L 206.684375 55.579721 
     z
-    " clip-path="url(#pa32c316d3f)" style="fill: #ee854a"/>
+    " clip-path="url(#pdb8e26d6eb)" style="fill: #ee854a"/>
        </g>
        <g id="patch_10">
         <path d="M 206.684375 52.908106 
@@ -3908,7 +3908,7 @@ useful! Click on any cell below to expand and read the tweet in full.
     L 240.970089 42.22165 
     L 206.684375 42.22165 
     z
-    " clip-path="url(#pa32c316d3f)" style="fill: #ee854a"/>
+    " clip-path="url(#pdb8e26d6eb)" style="fill: #ee854a"/>
        </g>
        <g id="patch_11">
         <path d="M 206.684375 39.550036 
@@ -3916,18 +3916,18 @@ useful! Click on any cell below to expand and read the tweet in full.
     L 275.255804 28.86358 
     L 206.684375 28.86358 
     z
-    " clip-path="url(#pa32c316d3f)" style="fill: #ee854a"/>
+    " clip-path="url(#pdb8e26d6eb)" style="fill: #ee854a"/>
        </g>
        <g id="matplotlib.axis_1">
         <g id="xtick_1">
          <g id="line2d_1">
           <defs>
-           <path id="m72701946a7" d="M 0 0 
+           <path id="m7c8e6563a2" d="M 0 0 
     L 0 3.5 
     " style="stroke: #000000; stroke-width: 0.8"/>
           </defs>
           <g>
-           <use xlink:href="#m72701946a7" x="206.684375" y="166.318125" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#m7c8e6563a2" x="206.684375" y="166.318125" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_1">
@@ -3937,7 +3937,7 @@ useful! Click on any cell below to expand and read the tweet in full.
         <g id="xtick_2">
          <g id="line2d_2">
           <g>
-           <use xlink:href="#m72701946a7" x="275.255804" y="166.318125" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#m7c8e6563a2" x="275.255804" y="166.318125" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_2">
@@ -3949,12 +3949,12 @@ useful! Click on any cell below to expand and read the tweet in full.
         <g id="ytick_1">
          <g id="line2d_3">
           <defs>
-           <path id="mfac4c33e5b" d="M 0 0 
+           <path id="mcdfe21e3a0" d="M 0 0 
     L -3.5 0 
     " style="stroke: #000000; stroke-width: 0.8"/>
           </defs>
           <g>
-           <use xlink:href="#mfac4c33e5b" x="206.684375" y="154.429442" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#mcdfe21e3a0" x="206.684375" y="154.429442" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_3">
@@ -3964,7 +3964,7 @@ useful! Click on any cell below to expand and read the tweet in full.
         <g id="ytick_2">
          <g id="line2d_4">
           <g>
-           <use xlink:href="#mfac4c33e5b" x="206.684375" y="141.071372" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#mcdfe21e3a0" x="206.684375" y="141.071372" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_4">
@@ -3974,7 +3974,7 @@ useful! Click on any cell below to expand and read the tweet in full.
         <g id="ytick_3">
          <g id="line2d_5">
           <g>
-           <use xlink:href="#mfac4c33e5b" x="206.684375" y="127.713301" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#mcdfe21e3a0" x="206.684375" y="127.713301" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_5">
@@ -3984,7 +3984,7 @@ useful! Click on any cell below to expand and read the tweet in full.
         <g id="ytick_4">
          <g id="line2d_6">
           <g>
-           <use xlink:href="#mfac4c33e5b" x="206.684375" y="114.355231" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#mcdfe21e3a0" x="206.684375" y="114.355231" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_6">
@@ -3994,7 +3994,7 @@ useful! Click on any cell below to expand and read the tweet in full.
         <g id="ytick_5">
          <g id="line2d_7">
           <g>
-           <use xlink:href="#mfac4c33e5b" x="206.684375" y="100.99716" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#mcdfe21e3a0" x="206.684375" y="100.99716" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_7">
@@ -4004,7 +4004,7 @@ useful! Click on any cell below to expand and read the tweet in full.
         <g id="ytick_6">
          <g id="line2d_8">
           <g>
-           <use xlink:href="#mfac4c33e5b" x="206.684375" y="87.63909" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#mcdfe21e3a0" x="206.684375" y="87.63909" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_8">
@@ -4014,7 +4014,7 @@ useful! Click on any cell below to expand and read the tweet in full.
         <g id="ytick_7">
          <g id="line2d_9">
           <g>
-           <use xlink:href="#mfac4c33e5b" x="206.684375" y="74.281019" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#mcdfe21e3a0" x="206.684375" y="74.281019" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_9">
@@ -4024,7 +4024,7 @@ useful! Click on any cell below to expand and read the tweet in full.
         <g id="ytick_8">
          <g id="line2d_10">
           <g>
-           <use xlink:href="#mfac4c33e5b" x="206.684375" y="60.922949" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#mcdfe21e3a0" x="206.684375" y="60.922949" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_10">
@@ -4034,7 +4034,7 @@ useful! Click on any cell below to expand and read the tweet in full.
         <g id="ytick_9">
          <g id="line2d_11">
           <g>
-           <use xlink:href="#mfac4c33e5b" x="206.684375" y="47.564878" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#mcdfe21e3a0" x="206.684375" y="47.564878" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_11">
@@ -4044,7 +4044,7 @@ useful! Click on any cell below to expand and read the tweet in full.
         <g id="ytick_10">
          <g id="line2d_12">
           <g>
-           <use xlink:href="#mfac4c33e5b" x="206.684375" y="34.206808" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#mcdfe21e3a0" x="206.684375" y="34.206808" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_12">
@@ -4098,7 +4098,7 @@ useful! Click on any cell below to expand and read the tweet in full.
       </g>
      </g>
      <defs>
-      <clipPath id="pa32c316d3f">
+      <clipPath id="pdb8e26d6eb">
        <rect x="206.684375" y="22.318125" width="72" height="144"/>
       </clipPath>
      </defs>
@@ -4422,7 +4422,7 @@ useful! Click on any cell below to expand and read the tweet in full.
       <rdf:RDF xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:cc="http://creativecommons.org/ns#" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
        <cc:Work>
         <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
-        <dc:date>2024-12-11T19:14:58.585544</dc:date>
+        <dc:date>2024-12-11T19:24:52.719701</dc:date>
         <dc:format>image/svg+xml</dc:format>
         <dc:creator>
          <cc:Agent>
@@ -4451,7 +4451,7 @@ useful! Click on any cell below to expand and read the tweet in full.
     L 127.605503 23.054545 
     L 59.307812 23.054545 
     z
-    " clip-path="url(#pc9e0489e13)" style="fill: #ee854a"/>
+    " clip-path="url(#p104b2c6fee)" style="fill: #ee854a"/>
        </g>
        <g id="patch_3">
         <path d="M 59.307812 20.145455 
@@ -4459,18 +4459,18 @@ useful! Click on any cell below to expand and read the tweet in full.
     L 127.879241 8.509091 
     L 59.307812 8.509091 
     z
-    " clip-path="url(#pc9e0489e13)" style="fill: #ee854a"/>
+    " clip-path="url(#p104b2c6fee)" style="fill: #ee854a"/>
        </g>
        <g id="matplotlib.axis_1">
         <g id="xtick_1">
          <g id="line2d_1">
           <defs>
-           <path id="m980534afaa" d="M 0 0 
+           <path id="m8e219193f1" d="M 0 0 
     L 0 3.5 
     " style="stroke: #000000; stroke-width: 0.8"/>
           </defs>
           <g>
-           <use xlink:href="#m980534afaa" x="59.307812" y="36" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#m8e219193f1" x="59.307812" y="36" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_1">
@@ -4480,7 +4480,7 @@ useful! Click on any cell below to expand and read the tweet in full.
         <g id="xtick_2">
          <g id="line2d_2">
           <g>
-           <use xlink:href="#m980534afaa" x="127.742372" y="36" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#m8e219193f1" x="127.742372" y="36" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_2">
@@ -4492,12 +4492,12 @@ useful! Click on any cell below to expand and read the tweet in full.
         <g id="ytick_1">
          <g id="line2d_3">
           <defs>
-           <path id="m279ac575a2" d="M 0 0 
+           <path id="m4287811e49" d="M 0 0 
     L -3.5 0 
     " style="stroke: #000000; stroke-width: 0.8"/>
           </defs>
           <g>
-           <use xlink:href="#m279ac575a2" x="59.307812" y="28.872727" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#m4287811e49" x="59.307812" y="28.872727" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_3">
@@ -4507,7 +4507,7 @@ useful! Click on any cell below to expand and read the tweet in full.
         <g id="ytick_2">
          <g id="line2d_4">
           <g>
-           <use xlink:href="#m279ac575a2" x="59.307812" y="14.327273" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#m4287811e49" x="59.307812" y="14.327273" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_4">
@@ -4534,7 +4534,7 @@ useful! Click on any cell below to expand and read the tweet in full.
       </g>
      </g>
      <defs>
-      <clipPath id="pc9e0489e13">
+      <clipPath id="p104b2c6fee">
        <rect x="59.307812" y="7.2" width="72" height="28.8"/>
       </clipPath>
      </defs>
@@ -4685,7 +4685,7 @@ useful! Click on any cell below to expand and read the tweet in full.
             </div>
         </template>
 
-        <skrub-table-report class="report" id="report_11094f8a">
+        <skrub-table-report class="report" id="report_da47d5a5">
         </skrub-table-report>
 
         <script type="module">
@@ -5716,7 +5716,7 @@ useful! Click on any cell below to expand and read the tweet in full.
         </script>
     </div>
 
-    <div id="report_11094f8a-wrapper-fallback">
+    <div id="report_da47d5a5-wrapper-fallback">
         <h2>Please enable javascript</h2>
         <p>
             The skrub table reports need javascript to display correctly. If you are
@@ -5727,8 +5727,8 @@ useful! Click on any cell below to expand and read the tweet in full.
     </div>
 
     <script>
-     document.getElementById("report_11094f8a-wrapper").removeAttribute("hidden");
-     document.getElementById("report_11094f8a-wrapper-fallback").setAttribute("hidden", "");
+     document.getElementById("report_da47d5a5-wrapper").removeAttribute("hidden");
+     document.getElementById("report_da47d5a5-wrapper-fallback").setAttribute("hidden", "");
     </script>
     </div>
     <br />
@@ -5771,8 +5771,8 @@ to summarize each topic.
 
     <div class="output_subarea output_html rendered_html output_result">
 
-    <div id="report_5b3a57e6-wrapper" hidden>
-        <template id="report_5b3a57e6-template">
+    <div id="report_0e6008b2-wrapper" hidden>
+        <template id="report_0e6008b2-template">
             <style>
              /*!
     Pure v3.0.0
@@ -6865,7 +6865,7 @@ to summarize each topic.
             </div>
             <div class="column-filter" data-manager="InvisibleInAssociationsTabPanel">
         <select data-manager="ColumnFilter"
-                data-all-filters-base64="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"
+                data-all-filters-base64="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"
                 data-test="column-filter-select"
                 autocomplete="off">
             <optgroup label="Select columns to show:">
@@ -6976,7 +6976,7 @@ to summarize each topic.
                 
                 
                     <th
-                    id="cc128112"
+                    id="a87326c8"
                     class="table-cell ellided-short "
                 
                     data-role="padding"
@@ -7006,7 +7006,7 @@ to summarize each topic.
                 
                 
                     <th
-                    id="9492ad49"
+                    id="f50748c8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -7040,7 +7040,7 @@ to summarize each topic.
                 
                 
                     <th
-                    id="b9634c11"
+                    id="0635af95"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -7065,16 +7065,16 @@ to summarize each topic.
 
                     rowspan="2"
                     colspan="1"
-                    data-value-repr="&#39;text: trumpvirus, trump2020, losertrump&#39;"
-                    data-value-str="text: trumpvirus, trump2020, losertrump"
+                    data-value-repr="&#39;text: suspenders, skinhead, remember&#39;"
+                    data-value-str="text: suspenders, skinhead, remember"
                 
                     data-column-idx="1"
                 
-                    >text: trumpvirus, trump2020, losertrump</th>
+                    >text: suspenders, skinhead, remember</th>
                 
                 
                     <th
-                    id="05999548"
+                    id="044be608"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -7099,16 +7099,16 @@ to summarize each topic.
 
                     rowspan="2"
                     colspan="1"
-                    data-value-repr="&#39;text: government, governments, destroying&#39;"
-                    data-value-str="text: government, governments, destroying"
+                    data-value-repr="&#39;text: bitchymitchy, stupidity, stupid&#39;"
+                    data-value-str="text: bitchymitchy, stupidity, stupid"
                 
                     data-column-idx="2"
                 
-                    >text: government, governments, destroying</th>
+                    >text: bitchymitchy, stupidity, stupid</th>
                 
                 
                     <th
-                    id="7f1d184d"
+                    id="50b16228"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -7133,16 +7133,16 @@ to summarize each topic.
 
                     rowspan="2"
                     colspan="1"
-                    data-value-repr="&#39;text: interview, japanese, meantime&#39;"
-                    data-value-str="text: interview, japanese, meantime"
+                    data-value-repr="&#39;text: boycotthollywood, hollywood, assholes&#39;"
+                    data-value-str="text: boycotthollywood, hollywood, assholes"
                 
                     data-column-idx="3"
                 
-                    >text: interview, japanese, meantime</th>
+                    >text: boycotthollywood, hollywood, assholes</th>
                 
                 
                     <th
-                    id="92104fc6"
+                    id="61b75c0b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -7167,16 +7167,16 @@ to summarize each topic.
 
                     rowspan="2"
                     colspan="1"
-                    data-value-repr="&#39;text: technical, involved, literally&#39;"
-                    data-value-str="text: technical, involved, literally"
+                    data-value-repr="&#39;text: blackmailed, congress, soooooo&#39;"
+                    data-value-str="text: blackmailed, congress, soooooo"
                 
                     data-column-idx="4"
                 
-                    >text: technical, involved, literally</th>
+                    >text: blackmailed, congress, soooooo</th>
                 
                 
                     <th
-                    id="122f7bbd"
+                    id="76fd94f3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -7201,16 +7201,16 @@ to summarize each topic.
 
                     rowspan="2"
                     colspan="1"
-                    data-value-repr="&#39;text: promised, promises, promote&#39;"
-                    data-value-str="text: promised, promises, promote"
+                    data-value-repr="&#39;text: nxhcplzrecw, friends, unfriend&#39;"
+                    data-value-str="text: nxhcplzrecw, friends, unfriend"
                 
                     data-column-idx="5"
                 
-                    >text: promised, promises, promote</th>
+                    >text: nxhcplzrecw, friends, unfriend</th>
                 
                 
                     <th
-                    id="a3f77278"
+                    id="d52ed27e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -7235,16 +7235,16 @@ to summarize each topic.
 
                     rowspan="2"
                     colspan="1"
-                    data-value-repr="&#39;text: emblazoned, gargantuan, changing&#39;"
-                    data-value-str="text: emblazoned, gargantuan, changing"
+                    data-value-repr="&#39;text: lackluster, shyvana, titanic&#39;"
+                    data-value-str="text: lackluster, shyvana, titanic"
                 
                     data-column-idx="6"
                 
-                    >text: emblazoned, gargantuan, changing</th>
+                    >text: lackluster, shyvana, titanic</th>
                 
                 
                     <th
-                    id="3ea2c127"
+                    id="3091a91d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -7269,16 +7269,16 @@ to summarize each topic.
 
                     rowspan="2"
                     colspan="1"
-                    data-value-repr="&#39;text: participation, annoyance, redundant&#39;"
-                    data-value-str="text: participation, annoyance, redundant"
+                    data-value-repr="&#39;text: requiem, morgana, melancholy&#39;"
+                    data-value-str="text: requiem, morgana, melancholy"
                 
                     data-column-idx="7"
                 
-                    >text: participation, annoyance, redundant</th>
+                    >text: requiem, morgana, melancholy</th>
                 
                 
                     <th
-                    id="4571d36d"
+                    id="2abba64a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -7303,16 +7303,16 @@ to summarize each topic.
 
                     rowspan="2"
                     colspan="1"
-                    data-value-repr="&#39;text: eurydice, originally, original&#39;"
-                    data-value-str="text: eurydice, originally, original"
+                    data-value-repr="&#39;text: emblazoned, confederate, gargantuan&#39;"
+                    data-value-str="text: emblazoned, confederate, gargantuan"
                 
                     data-column-idx="8"
                 
-                    >text: eurydice, originally, original</th>
+                    >text: emblazoned, confederate, gargantuan</th>
                 
                 
                     <th
-                    id="b95b04e9"
+                    id="fcbf3d64"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -7337,16 +7337,16 @@ to summarize each topic.
 
                     rowspan="2"
                     colspan="1"
-                    data-value-repr="&#39;text: definitely, neighbors, electricity&#39;"
-                    data-value-str="text: definitely, neighbors, electricity"
+                    data-value-repr="&#39;text: nvrseqrvrqrqrr, should, illegally&#39;"
+                    data-value-str="text: nvrseqrvrqrqrr, should, illegally"
                 
                     data-column-idx="9"
                 
-                    >text: definitely, neighbors, electricity</th>
+                    >text: nvrseqrvrqrqrr, should, illegally</th>
                 
                 
                     <th
-                    id="21a73b03"
+                    id="9ff1538f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -7371,16 +7371,16 @@ to summarize each topic.
 
                     rowspan="2"
                     colspan="1"
-                    data-value-repr="&#39;text: mississippi, teammates, beautifuls&#39;"
-                    data-value-str="text: mississippi, teammates, beautifuls"
+                    data-value-repr="&#39;text: yourselves, pseudoscience, ourselves&#39;"
+                    data-value-str="text: yourselves, pseudoscience, ourselves"
                 
                     data-column-idx="10"
                 
-                    >text: mississippi, teammates, beautifuls</th>
+                    >text: yourselves, pseudoscience, ourselves</th>
                 
                 
                     <th
-                    id="91be18ec"
+                    id="51e1668f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -7405,16 +7405,16 @@ to summarize each topic.
 
                     rowspan="2"
                     colspan="1"
-                    data-value-repr="&#39;text: infrastructure, president, investment&#39;"
-                    data-value-str="text: infrastructure, president, investment"
+                    data-value-repr="&#39;text: governments, commandments, government&#39;"
+                    data-value-str="text: governments, commandments, government"
                 
                     data-column-idx="11"
                 
-                    >text: infrastructure, president, investment</th>
+                    >text: governments, commandments, government</th>
                 
                 
                     <th
-                    id="927535a2"
+                    id="85a2191b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -7439,16 +7439,16 @@ to summarize each topic.
 
                     rowspan="2"
                     colspan="1"
-                    data-value-repr="&#39;text: goinggoinggoing, awkwardly, background&#39;"
-                    data-value-str="text: goinggoinggoing, awkwardly, background"
+                    data-value-repr="&#39;text: suicide, fucking, quirky&#39;"
+                    data-value-str="text: suicide, fucking, quirky"
                 
                     data-column-idx="12"
                 
-                    >text: goinggoinggoing, awkwardly, background</th>
+                    >text: suicide, fucking, quirky</th>
                 
                 
                     <th
-                    id="e60219c2"
+                    id="4090cf64"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -7473,16 +7473,16 @@ to summarize each topic.
 
                     rowspan="2"
                     colspan="1"
-                    data-value-repr="&#39;text: terrorists, democrats, democraps&#39;"
-                    data-value-str="text: terrorists, democrats, democraps"
+                    data-value-repr="&#39;text: trumptards, withdrawal, abandoning&#39;"
+                    data-value-str="text: trumptards, withdrawal, abandoning"
                 
                     data-column-idx="13"
                 
-                    >text: terrorists, democrats, democraps</th>
+                    >text: trumptards, withdrawal, abandoning</th>
                 
                 
                     <th
-                    id="7c70d816"
+                    id="34e4c4bc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -7507,16 +7507,16 @@ to summarize each topic.
 
                     rowspan="2"
                     colspan="1"
-                    data-value-repr="&#39;text: importantly, activities, exterminates&#39;"
-                    data-value-str="text: importantly, activities, exterminates"
+                    data-value-repr="&#39;text: absolutely, completely, absolute&#39;"
+                    data-value-str="text: absolutely, completely, absolute"
                 
                     data-column-idx="14"
                 
-                    >text: importantly, activities, exterminates</th>
+                    >text: absolutely, completely, absolute</th>
                 
                 
                     <th
-                    id="ec637732"
+                    id="71e1a36c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -7541,16 +7541,16 @@ to summarize each topic.
 
                     rowspan="2"
                     colspan="1"
-                    data-value-repr="&#39;text: congress, prosecuting, blackmailed&#39;"
-                    data-value-str="text: congress, prosecuting, blackmailed"
+                    data-value-repr="&#39;text: conservatives, consequences, preservatives&#39;"
+                    data-value-str="text: conservatives, consequences, preservatives"
                 
                     data-column-idx="15"
                 
-                    >text: congress, prosecuting, blackmailed</th>
+                    >text: conservatives, consequences, preservatives</th>
                 
                 
                     <th
-                    id="2125deb5"
+                    id="7443d4a6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -7575,16 +7575,16 @@ to summarize each topic.
 
                     rowspan="2"
                     colspan="1"
-                    data-value-repr="&#39;text: previously, lackluster, survivability&#39;"
-                    data-value-str="text: previously, lackluster, survivability"
+                    data-value-repr="&#39;text: beautifuls, beautiful, utm_medium&#39;"
+                    data-value-str="text: beautifuls, beautiful, utm_medium"
                 
                     data-column-idx="16"
                 
-                    >text: previously, lackluster, survivability</th>
+                    >text: beautifuls, beautiful, utm_medium</th>
                 
                 
                     <th
-                    id="47799729"
+                    id="7500be9a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -7609,16 +7609,16 @@ to summarize each topic.
 
                     rowspan="2"
                     colspan="1"
-                    data-value-repr="&#39;text: yourselves, ourselves, yourself&#39;"
-                    data-value-str="text: yourselves, ourselves, yourself"
+                    data-value-repr="&#39;text: afghanistan, campaigned, bragged&#39;"
+                    data-value-str="text: afghanistan, campaigned, bragged"
                 
                     data-column-idx="17"
                 
-                    >text: yourselves, ourselves, yourself</th>
+                    >text: afghanistan, campaigned, bragged</th>
                 
                 
                     <th
-                    id="9462cba6"
+                    id="25aa4eea"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -7643,16 +7643,16 @@ to summarize each topic.
 
                     rowspan="2"
                     colspan="1"
-                    data-value-repr="&#39;text: republican, mythology, republic&#39;"
-                    data-value-str="text: republican, mythology, republic"
+                    data-value-repr="&#39;text: impeachment, misdemeanors, eligibility&#39;"
+                    data-value-str="text: impeachment, misdemeanors, eligibility"
                 
                     data-column-idx="18"
                 
-                    >text: republican, mythology, republic</th>
+                    >text: impeachment, misdemeanors, eligibility</th>
                 
                 
                     <th
-                    id="7db396e0"
+                    id="806e21dc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -7677,16 +7677,16 @@ to summarize each topic.
 
                     rowspan="2"
                     colspan="1"
-                    data-value-repr="&#39;text: melancholy, morgana, requiem&#39;"
-                    data-value-str="text: melancholy, morgana, requiem"
+                    data-value-repr="&#39;text: castellano, underboss, dellacroce&#39;"
+                    data-value-str="text: castellano, underboss, dellacroce"
                 
                     data-column-idx="19"
                 
-                    >text: melancholy, morgana, requiem</th>
+                    >text: castellano, underboss, dellacroce</th>
                 
                 
                     <th
-                    id="757d6503"
+                    id="3c0f6193"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -7711,16 +7711,16 @@ to summarize each topic.
 
                     rowspan="2"
                     colspan="1"
-                    data-value-repr="&#39;text: specifically, experience, experienced&#39;"
-                    data-value-str="text: specifically, experience, experienced"
+                    data-value-repr="&#39;text: volunteering, interview, intimidated&#39;"
+                    data-value-str="text: volunteering, interview, intimidated"
                 
                     data-column-idx="20"
                 
-                    >text: specifically, experience, experienced</th>
+                    >text: volunteering, interview, intimidated</th>
                 
                 
                     <th
-                    id="2175233e"
+                    id="bca46789"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -7745,16 +7745,16 @@ to summarize each topic.
 
                     rowspan="2"
                     colspan="1"
-                    data-value-repr="&#39;text: pedophile, pedophiles, pfffffft&#39;"
-                    data-value-str="text: pedophile, pedophiles, pfffffft"
+                    data-value-repr="&#39;text: interesting, supporters, interested&#39;"
+                    data-value-str="text: interesting, supporters, interested"
                 
                     data-column-idx="21"
                 
-                    >text: pedophile, pedophiles, pfffffft</th>
+                    >text: interesting, supporters, interested</th>
                 
                 
                     <th
-                    id="cdb71742"
+                    id="86b5cc1f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -7779,16 +7779,16 @@ to summarize each topic.
 
                     rowspan="2"
                     colspan="1"
-                    data-value-repr="&#39;text: cuntmila, pizzaaaa, lowlifescumbag&#39;"
-                    data-value-str="text: cuntmila, pizzaaaa, lowlifescumbag"
+                    data-value-repr="&#39;text: barzini, michael, timeline&#39;"
+                    data-value-str="text: barzini, michael, timeline"
                 
                     data-column-idx="22"
                 
-                    >text: cuntmila, pizzaaaa, lowlifescumbag</th>
+                    >text: barzini, michael, timeline</th>
                 
                 
                     <th
-                    id="849b7730"
+                    id="b17ad9dd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -7813,16 +7813,16 @@ to summarize each topic.
 
                     rowspan="2"
                     colspan="1"
-                    data-value-repr="&#39;text: congratulations, americans, financial&#39;"
-                    data-value-str="text: congratulations, americans, financial"
+                    data-value-repr="&#39;text: pokémon, calderon, wondering&#39;"
+                    data-value-str="text: pokémon, calderon, wondering"
                 
                     data-column-idx="23"
                 
-                    >text: congratulations, americans, financial</th>
+                    >text: pokémon, calderon, wondering</th>
                 
                 
                     <th
-                    id="d48d4938"
+                    id="44567eca"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -7847,16 +7847,16 @@ to summarize each topic.
 
                     rowspan="2"
                     colspan="1"
-                    data-value-repr="&#39;text: fucking, suicide, fuckin&#39;"
-                    data-value-str="text: fucking, suicide, fuckin"
+                    data-value-repr="&#39;text: insurrectionist, amerikkklans, bankruptcies&#39;"
+                    data-value-str="text: insurrectionist, amerikkklans, bankruptcies"
                 
                     data-column-idx="24"
                 
-                    >text: fucking, suicide, fuckin</th>
+                    >text: insurrectionist, amerikkklans, bankruptcies</th>
                 
                 
                     <th
-                    id="13230a87"
+                    id="13c04811"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -7881,16 +7881,16 @@ to summarize each topic.
 
                     rowspan="2"
                     colspan="1"
-                    data-value-repr="&#39;text: destroyed, decoding, pallets&#39;"
-                    data-value-str="text: destroyed, decoding, pallets"
+                    data-value-repr="&#39;text: fuckcancelculture, fuckliberals, cancelculture&#39;"
+                    data-value-str="text: fuckcancelculture, fuckliberals, cancelculture"
                 
                     data-column-idx="25"
                 
-                    >text: destroyed, decoding, pallets</th>
+                    >text: fuckcancelculture, fuckliberals, cancelculture</th>
                 
                 
                     <th
-                    id="a0340a94"
+                    id="c9bd687c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -7915,16 +7915,16 @@ to summarize each topic.
 
                     rowspan="2"
                     colspan="1"
-                    data-value-repr="&#39;text: communicated, communications, departments&#39;"
-                    data-value-str="text: communicated, communications, departments"
+                    data-value-repr="&#39;text: johnson, vaccine, august&#39;"
+                    data-value-str="text: johnson, vaccine, august"
                 
                     data-column-idx="26"
                 
-                    >text: communicated, communications, departments</th>
+                    >text: johnson, vaccine, august</th>
                 
                 
                     <th
-                    id="9646fc48"
+                    id="59b14e1b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -7949,16 +7949,16 @@ to summarize each topic.
 
                     rowspan="2"
                     colspan="1"
-                    data-value-repr="&#39;text: johnson, vaccine, recently&#39;"
-                    data-value-str="text: johnson, vaccine, recently"
+                    data-value-repr="&#39;text: unrelentless, relentlessly, unverified&#39;"
+                    data-value-str="text: unrelentless, relentlessly, unverified"
                 
                     data-column-idx="27"
                 
-                    >text: johnson, vaccine, recently</th>
+                    >text: unrelentless, relentlessly, unverified</th>
                 
                 
                     <th
-                    id="aad3e4f0"
+                    id="1e983e7e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -7983,16 +7983,16 @@ to summarize each topic.
 
                     rowspan="2"
                     colspan="1"
-                    data-value-repr="&#39;text: nvrseqrvrqrqrr, concepts, utm_source&#39;"
-                    data-value-str="text: nvrseqrvrqrqrr, concepts, utm_source"
+                    data-value-repr="&#39;text: obviously, tripping, compared&#39;"
+                    data-value-str="text: obviously, tripping, compared"
                 
                     data-column-idx="28"
                 
-                    >text: nvrseqrvrqrqrr, concepts, utm_source</th>
+                    >text: obviously, tripping, compared</th>
                 
                 
                     <th
-                    id="12e94a85"
+                    id="5b586055"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -8017,16 +8017,16 @@ to summarize each topic.
 
                     rowspan="2"
                     colspan="1"
-                    data-value-repr="&#39;text: deepening, between, bitchymitchy&#39;"
-                    data-value-str="text: deepening, between, bitchymitchy"
+                    data-value-repr="&#39;text: republicans, republican, mythology&#39;"
+                    data-value-str="text: republicans, republican, mythology"
                 
                     data-column-idx="29"
                 
-                    >text: deepening, between, bitchymitchy</th>
+                    >text: republicans, republican, mythology</th>
                 
                 
                     <th
-                    id="d8dcce13"
+                    id="dcd58be0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -8051,12 +8051,12 @@ to summarize each topic.
 
                     rowspan="2"
                     colspan="1"
-                    data-value-repr="&#39;text: something, seasoning, already&#39;"
-                    data-value-str="text: something, seasoning, already"
+                    data-value-repr="&#39;text: international, missionaries, activities&#39;"
+                    data-value-str="text: international, missionaries, activities"
                 
                     data-column-idx="30"
                 
-                    >text: something, seasoning, already</th>
+                    >text: international, missionaries, activities</th>
                 
                 </tr>
             
@@ -8074,7 +8074,7 @@ to summarize each topic.
                 
                 
                     <th
-                    id="54f2cdbb"
+                    id="631fbe94"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -8102,7 +8102,7 @@ to summarize each topic.
                 
                 
                     <td
-                    id="a7352ec0"
+                    id="8a216e3c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -8138,7 +8138,7 @@ to summarize each topic.
                 
                 
                     <td
-                    id="ef0eac71"
+                    id="2ef980b2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -8159,16 +8159,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="1.2127516854023568"
-                    data-value-str="1.2127516854023568"
+                    data-value-repr="4.282430381164012"
+                    data-value-str="4.282430381164012"
                 
                     data-column-idx="1"
                 
-                    >1.2127516854023568</td>
+                    >4.282430381164012</td>
                 
                 
                     <td
-                    id="f996525d"
+                    id="20ea382c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -8189,16 +8189,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="94.63024338461948"
-                    data-value-str="94.63024338461948"
+                    data-value-repr="0.17251740099526192"
+                    data-value-str="0.17251740099526192"
                 
                     data-column-idx="2"
                 
-                    >94.63024338461948</td>
+                    >0.17251740099526192</td>
                 
                 
                     <td
-                    id="f22de93c"
+                    id="2be30dc1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -8219,16 +8219,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="1.1154467349108477"
-                    data-value-str="1.1154467349108477"
+                    data-value-repr="1.160670117420688"
+                    data-value-str="1.160670117420688"
                 
                     data-column-idx="3"
                 
-                    >1.1154467349108477</td>
+                    >1.160670117420688</td>
                 
                 
                     <td
-                    id="d5ef327c"
+                    id="328f12e6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -8249,16 +8249,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.46666249306342034"
-                    data-value-str="0.46666249306342034"
+                    data-value-repr="20.580875566552557"
+                    data-value-str="20.580875566552557"
                 
                     data-column-idx="4"
                 
-                    >0.46666249306342034</td>
+                    >20.580875566552557</td>
                 
                 
                     <td
-                    id="50698840"
+                    id="86424bf9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -8279,16 +8279,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.34354818085703437"
-                    data-value-str="0.34354818085703437"
+                    data-value-repr="0.2738336242103626"
+                    data-value-str="0.2738336242103626"
                 
                     data-column-idx="5"
                 
-                    >0.34354818085703437</td>
+                    >0.2738336242103626</td>
                 
                 
                     <td
-                    id="98797ee5"
+                    id="56cdca04"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -8309,16 +8309,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="15.606353543251451"
-                    data-value-str="15.606353543251451"
+                    data-value-repr="0.9694323925383261"
+                    data-value-str="0.9694323925383261"
                 
                     data-column-idx="6"
                 
-                    >15.606353543251451</td>
+                    >0.9694323925383261</td>
                 
                 
                     <td
-                    id="ddde3df4"
+                    id="a5fd25ed"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -8339,16 +8339,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="22.00889226997393"
-                    data-value-str="22.00889226997393"
+                    data-value-repr="0.8171037894194053"
+                    data-value-str="0.8171037894194053"
                 
                     data-column-idx="7"
                 
-                    >22.00889226997393</td>
+                    >0.8171037894194053</td>
                 
                 
                     <td
-                    id="af5908e6"
+                    id="25082a91"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -8369,16 +8369,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.521575100480721"
-                    data-value-str="0.521575100480721"
+                    data-value-repr="12.7243292822534"
+                    data-value-str="12.7243292822534"
                 
                     data-column-idx="8"
                 
-                    >0.521575100480721</td>
+                    >12.7243292822534</td>
                 
                 
                     <td
-                    id="57f523c6"
+                    id="c7b833cc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -8399,16 +8399,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="116.84288886317819"
-                    data-value-str="116.84288886317819"
+                    data-value-repr="84.73964702675238"
+                    data-value-str="84.73964702675238"
                 
                     data-column-idx="9"
                 
-                    >116.84288886317819</td>
+                    >84.73964702675238</td>
                 
                 
                     <td
-                    id="b35f9463"
+                    id="7ae7a321"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -8429,16 +8429,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="61.874714696292195"
-                    data-value-str="61.874714696292195"
+                    data-value-repr="0.2984466949493928"
+                    data-value-str="0.2984466949493928"
                 
                     data-column-idx="10"
                 
-                    >61.874714696292195</td>
+                    >0.2984466949493928</td>
                 
                 
                     <td
-                    id="f9409b62"
+                    id="d6fa82df"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -8459,16 +8459,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="20.48564421426765"
-                    data-value-str="20.48564421426765"
+                    data-value-repr="71.4415532909805"
+                    data-value-str="71.4415532909805"
                 
                     data-column-idx="11"
                 
-                    >20.48564421426765</td>
+                    >71.4415532909805</td>
                 
                 
                     <td
-                    id="cb079d8a"
+                    id="b44b0568"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -8489,16 +8489,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="29.15833972147663"
-                    data-value-str="29.15833972147663"
+                    data-value-repr="22.669408831153564"
+                    data-value-str="22.669408831153564"
                 
                     data-column-idx="12"
                 
-                    >29.15833972147663</td>
+                    >22.669408831153564</td>
                 
                 
                     <td
-                    id="c690f702"
+                    id="65a747ea"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -8519,16 +8519,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.23636347349375506"
-                    data-value-str="0.23636347349375506"
+                    data-value-repr="0.4820724267030399"
+                    data-value-str="0.4820724267030399"
                 
                     data-column-idx="13"
                 
-                    >0.23636347349375506</td>
+                    >0.4820724267030399</td>
                 
                 
                     <td
-                    id="07cf973d"
+                    id="606507a6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -8549,16 +8549,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="1.2229364019685218"
-                    data-value-str="1.2229364019685218"
+                    data-value-repr="84.95239009460843"
+                    data-value-str="84.95239009460843"
                 
                     data-column-idx="14"
                 
-                    >1.2229364019685218</td>
+                    >84.95239009460843</td>
                 
                 
                     <td
-                    id="0678b04d"
+                    id="c5a297ad"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -8579,16 +8579,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="25.180474941888576"
-                    data-value-str="25.180474941888576"
+                    data-value-repr="59.67278430693025"
+                    data-value-str="59.67278430693025"
                 
                     data-column-idx="15"
                 
-                    >25.180474941888576</td>
+                    >59.67278430693025</td>
                 
                 
                     <td
-                    id="7b9af0f3"
+                    id="e449a15c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -8609,16 +8609,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="1.246269303818743"
-                    data-value-str="1.246269303818743"
+                    data-value-repr="5.540631030489768"
+                    data-value-str="5.540631030489768"
                 
                     data-column-idx="16"
                 
-                    >1.246269303818743</td>
+                    >5.540631030489768</td>
                 
                 
                     <td
-                    id="b8cc8c6f"
+                    id="122e5201"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -8639,16 +8639,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.5313052848828578"
-                    data-value-str="0.5313052848828578"
+                    data-value-repr="49.50484572639078"
+                    data-value-str="49.50484572639078"
                 
                     data-column-idx="17"
                 
-                    >0.5313052848828578</td>
+                    >49.50484572639078</td>
                 
                 
                     <td
-                    id="a7058d5d"
+                    id="8ca3089a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -8669,16 +8669,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="5.947410954382279"
-                    data-value-str="5.947410954382279"
+                    data-value-repr="7.152797136874202"
+                    data-value-str="7.152797136874202"
                 
                     data-column-idx="18"
                 
-                    >5.947410954382279</td>
+                    >7.152797136874202</td>
                 
                 
                     <td
-                    id="7b10e2b2"
+                    id="d89500aa"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -8699,16 +8699,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.545644007147015"
-                    data-value-str="0.545644007147015"
+                    data-value-repr="4.592008314112827"
+                    data-value-str="4.592008314112827"
                 
                     data-column-idx="19"
                 
-                    >0.545644007147015</td>
+                    >4.592008314112827</td>
                 
                 
                     <td
-                    id="da094744"
+                    id="0cd1e6a5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -8729,16 +8729,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="100.93462422387297"
-                    data-value-str="100.93462422387297"
+                    data-value-repr="8.116226499259266"
+                    data-value-str="8.116226499259266"
                 
                     data-column-idx="20"
                 
-                    >100.93462422387297</td>
+                    >8.116226499259266</td>
                 
                 
                     <td
-                    id="4ed116a7"
+                    id="ebef58f8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -8759,16 +8759,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.1724784994891732"
-                    data-value-str="0.1724784994891732"
+                    data-value-repr="0.6274680336149178"
+                    data-value-str="0.6274680336149178"
                 
                     data-column-idx="21"
                 
-                    >0.1724784994891732</td>
+                    >0.6274680336149178</td>
                 
                 
                     <td
-                    id="c3e46b64"
+                    id="1236d5ca"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -8789,16 +8789,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.2146333360064598"
-                    data-value-str="0.2146333360064598"
+                    data-value-repr="39.475216572172"
+                    data-value-str="39.475216572172"
                 
                     data-column-idx="22"
                 
-                    >0.2146333360064598</td>
+                    >39.475216572172</td>
                 
                 
                     <td
-                    id="94733d97"
+                    id="f71bfd91"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -8819,16 +8819,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="11.635738575071102"
-                    data-value-str="11.635738575071102"
+                    data-value-repr="9.721492451359463"
+                    data-value-str="9.721492451359463"
                 
                     data-column-idx="23"
                 
-                    >11.635738575071102</td>
+                    >9.721492451359463</td>
                 
                 
                     <td
-                    id="715aa011"
+                    id="d2eba56b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -8849,16 +8849,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="20.08623273168889"
-                    data-value-str="20.08623273168889"
+                    data-value-repr="8.41969730776653"
+                    data-value-str="8.41969730776653"
                 
                     data-column-idx="24"
                 
-                    >20.08623273168889</td>
+                    >8.41969730776653</td>
                 
                 
                     <td
-                    id="819fc5c0"
+                    id="d8a3f4d8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -8879,16 +8879,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="2.396660464283034"
-                    data-value-str="2.396660464283034"
+                    data-value-repr="6.684413914391848"
+                    data-value-str="6.684413914391848"
                 
                     data-column-idx="25"
                 
-                    >2.396660464283034</td>
+                    >6.684413914391848</td>
                 
                 
                     <td
-                    id="ba2e9c28"
+                    id="1e8488d1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -8909,16 +8909,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="111.79445390956893"
-                    data-value-str="111.79445390956893"
+                    data-value-repr="11.664453038055827"
+                    data-value-str="11.664453038055827"
                 
                     data-column-idx="26"
                 
-                    >111.79445390956893</td>
+                    >11.664453038055827</td>
                 
                 
                     <td
-                    id="70541ee6"
+                    id="4e2cab80"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -8939,16 +8939,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="9.70976963969613"
-                    data-value-str="9.70976963969613"
+                    data-value-repr="94.20279558047491"
+                    data-value-str="94.20279558047491"
                 
                     data-column-idx="27"
                 
-                    >9.70976963969613</td>
+                    >94.20279558047491</td>
                 
                 
                     <td
-                    id="ae9bb644"
+                    id="f837fcd5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -8969,16 +8969,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.24352649536810678"
-                    data-value-str="0.24352649536810678"
+                    data-value-repr="12.749991782565246"
+                    data-value-str="12.749991782565246"
                 
                     data-column-idx="28"
                 
-                    >0.24352649536810678</td>
+                    >12.749991782565246</td>
                 
                 
                     <td
-                    id="9ce94299"
+                    id="cbadb801"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -8999,16 +8999,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.24087234824952278"
-                    data-value-str="0.24087234824952278"
+                    data-value-repr="3.1208983277514495"
+                    data-value-str="3.1208983277514495"
                 
                     data-column-idx="29"
                 
-                    >0.24087234824952278</td>
+                    >3.1208983277514495</td>
                 
                 
                     <td
-                    id="f08abada"
+                    id="2db3eb7f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -9029,12 +9029,12 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.3935423862415825"
-                    data-value-str="0.3935423862415825"
+                    data-value-repr="30.189566677913707"
+                    data-value-str="30.189566677913707"
                 
                     data-column-idx="30"
                 
-                    >0.3935423862415825</td>
+                    >30.189566677913707</td>
                 
                 </tr>
             
@@ -9042,7 +9042,7 @@ to summarize each topic.
                 
                 
                     <th
-                    id="2f6df2b7"
+                    id="9848be89"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -9070,7 +9070,7 @@ to summarize each topic.
                 
                 
                     <td
-                    id="99ed6e17"
+                    id="044b2803"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -9100,7 +9100,7 @@ to summarize each topic.
                 
                 
                     <td
-                    id="d1c22260"
+                    id="b36f4df6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -9121,16 +9121,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.13204319194887223"
-                    data-value-str="0.13204319194887223"
+                    data-value-repr="1.2567452123966483"
+                    data-value-str="1.2567452123966483"
                 
                     data-column-idx="1"
                 
-                    >0.13204319194887223</td>
+                    >1.2567452123966483</td>
                 
                 
                     <td
-                    id="7c1455ac"
+                    id="f443cf8b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -9151,16 +9151,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.22720352816430758"
-                    data-value-str="0.22720352816430758"
+                    data-value-repr="0.15125045511468824"
+                    data-value-str="0.15125045511468824"
                 
                     data-column-idx="2"
                 
-                    >0.22720352816430758</td>
+                    >0.15125045511468824</td>
                 
                 
                     <td
-                    id="2dc5105b"
+                    id="3fab6983"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -9181,16 +9181,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="1.1859106142861704"
-                    data-value-str="1.1859106142861704"
+                    data-value-repr="0.4646136814388182"
+                    data-value-str="0.4646136814388182"
                 
                     data-column-idx="3"
                 
-                    >1.1859106142861704</td>
+                    >0.4646136814388182</td>
                 
                 
                     <td
-                    id="fde9abdb"
+                    id="59b0bae0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -9211,16 +9211,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="2.69583290985837"
-                    data-value-str="2.69583290985837"
+                    data-value-repr="9.687687308069673"
+                    data-value-str="9.687687308069673"
                 
                     data-column-idx="4"
                 
-                    >2.69583290985837</td>
+                    >9.687687308069673</td>
                 
                 
                     <td
-                    id="3ba26c35"
+                    id="f0026f8f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -9241,16 +9241,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="2.0727715824445374"
-                    data-value-str="2.0727715824445374"
+                    data-value-repr="10.854740744113588"
+                    data-value-str="10.854740744113588"
                 
                     data-column-idx="5"
                 
-                    >2.0727715824445374</td>
+                    >10.854740744113588</td>
                 
                 
                     <td
-                    id="d2647be0"
+                    id="22979bcc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -9271,16 +9271,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.4876993625873854"
-                    data-value-str="0.4876993625873854"
+                    data-value-repr="0.6665830669763202"
+                    data-value-str="0.6665830669763202"
                 
                     data-column-idx="6"
                 
-                    >0.4876993625873854</td>
+                    >0.6665830669763202</td>
                 
                 
                     <td
-                    id="9429f923"
+                    id="f993a2d4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -9301,16 +9301,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.32961920625635766"
-                    data-value-str="0.32961920625635766"
+                    data-value-repr="0.6524883514555426"
+                    data-value-str="0.6524883514555426"
                 
                     data-column-idx="7"
                 
-                    >0.32961920625635766</td>
+                    >0.6524883514555426</td>
                 
                 
                     <td
-                    id="c21a457e"
+                    id="575d301e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -9331,16 +9331,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="3.358144667922075"
-                    data-value-str="3.358144667922075"
+                    data-value-repr="2.2703533698518568"
+                    data-value-str="2.2703533698518568"
                 
                     data-column-idx="8"
                 
-                    >3.358144667922075</td>
+                    >2.2703533698518568</td>
                 
                 
                     <td
-                    id="316ab65f"
+                    id="419c00c5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -9361,16 +9361,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.16880618628763916"
-                    data-value-str="0.16880618628763916"
+                    data-value-repr="0.15773841971000363"
+                    data-value-str="0.15773841971000363"
                 
                     data-column-idx="9"
                 
-                    >0.16880618628763916</td>
+                    >0.15773841971000363</td>
                 
                 
                     <td
-                    id="4f591d05"
+                    id="4983bbac"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -9391,16 +9391,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.4065149731682279"
-                    data-value-str="0.4065149731682279"
+                    data-value-repr="0.2940320859045859"
+                    data-value-str="0.2940320859045859"
                 
                     data-column-idx="10"
                 
-                    >0.4065149731682279</td>
+                    >0.2940320859045859</td>
                 
                 
                     <td
-                    id="2ab0bb35"
+                    id="201c7511"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -9421,16 +9421,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="14.127012415321463"
-                    data-value-str="14.127012415321463"
+                    data-value-repr="0.19457065255308403"
+                    data-value-str="0.19457065255308403"
                 
                     data-column-idx="11"
                 
-                    >14.127012415321463</td>
+                    >0.19457065255308403</td>
                 
                 
                     <td
-                    id="a3665784"
+                    id="51f7531d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -9451,16 +9451,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="5.9399326158514745"
-                    data-value-str="5.9399326158514745"
+                    data-value-repr="0.5576385978430654"
+                    data-value-str="0.5576385978430654"
                 
                     data-column-idx="12"
                 
-                    >5.9399326158514745</td>
+                    >0.5576385978430654</td>
                 
                 
                     <td
-                    id="f1e33ef6"
+                    id="d4a6343e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -9481,16 +9481,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.18814980117755425"
-                    data-value-str="0.18814980117755425"
+                    data-value-repr="2.1343175387193662"
+                    data-value-str="2.1343175387193662"
                 
                     data-column-idx="13"
                 
-                    >0.18814980117755425</td>
+                    >2.1343175387193662</td>
                 
                 
                     <td
-                    id="3121fa84"
+                    id="666f1d23"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -9511,16 +9511,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="36.768653255947875"
-                    data-value-str="36.768653255947875"
+                    data-value-repr="0.13721721643898854"
+                    data-value-str="0.13721721643898854"
                 
                     data-column-idx="14"
                 
-                    >36.768653255947875</td>
+                    >0.13721721643898854</td>
                 
                 
                     <td
-                    id="554cc3d1"
+                    id="aceb1470"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -9541,16 +9541,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="4.348619792725786"
-                    data-value-str="4.348619792725786"
+                    data-value-repr="5.181370978719562"
+                    data-value-str="5.181370978719562"
                 
                     data-column-idx="15"
                 
-                    >4.348619792725786</td>
+                    >5.181370978719562</td>
                 
                 
                     <td
-                    id="f44842fe"
+                    id="a302a061"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -9571,16 +9571,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.5089443718709183"
-                    data-value-str="0.5089443718709183"
+                    data-value-repr="0.3375141994303791"
+                    data-value-str="0.3375141994303791"
                 
                     data-column-idx="16"
                 
-                    >0.5089443718709183</td>
+                    >0.3375141994303791</td>
                 
                 
                     <td
-                    id="68477a94"
+                    id="948fa753"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -9601,16 +9601,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.4296231205187691"
-                    data-value-str="0.4296231205187691"
+                    data-value-repr="1.735475607716843"
+                    data-value-str="1.735475607716843"
                 
                     data-column-idx="17"
                 
-                    >0.4296231205187691</td>
+                    >1.735475607716843</td>
                 
                 
                     <td
-                    id="cbe7d04d"
+                    id="5355f259"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -9631,16 +9631,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.5197152155957864"
-                    data-value-str="0.5197152155957864"
+                    data-value-repr="0.14537896757768734"
+                    data-value-str="0.14537896757768734"
                 
                     data-column-idx="18"
                 
-                    >0.5197152155957864</td>
+                    >0.14537896757768734</td>
                 
                 
                     <td
-                    id="c4e4d761"
+                    id="f74a01b8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -9661,16 +9661,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.9247689560913055"
-                    data-value-str="0.9247689560913055"
+                    data-value-repr="1.8984566603433162"
+                    data-value-str="1.8984566603433162"
                 
                     data-column-idx="19"
                 
-                    >0.9247689560913055</td>
+                    >1.8984566603433162</td>
                 
                 
                     <td
-                    id="19552279"
+                    id="575a4ae3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -9691,16 +9691,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.2193916800856945"
-                    data-value-str="0.2193916800856945"
+                    data-value-repr="0.11795953853998285"
+                    data-value-str="0.11795953853998285"
                 
                     data-column-idx="20"
                 
-                    >0.2193916800856945</td>
+                    >0.11795953853998285</td>
                 
                 
                     <td
-                    id="714c81e7"
+                    id="09a0d6ba"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -9721,16 +9721,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="1.7005623593677812"
-                    data-value-str="1.7005623593677812"
+                    data-value-repr="5.7804614277013755"
+                    data-value-str="5.7804614277013755"
                 
                     data-column-idx="21"
                 
-                    >1.7005623593677812</td>
+                    >5.7804614277013755</td>
                 
                 
                     <td
-                    id="7593ee94"
+                    id="3eab7f83"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -9751,16 +9751,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.15373832511402513"
-                    data-value-str="0.15373832511402513"
+                    data-value-repr="0.14735196698296"
+                    data-value-str="0.14735196698296"
                 
                     data-column-idx="22"
                 
-                    >0.15373832511402513</td>
+                    >0.14735196698296</td>
                 
                 
                     <td
-                    id="a7b416d7"
+                    id="d0dac747"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -9781,16 +9781,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.9325776198092596"
-                    data-value-str="0.9325776198092596"
+                    data-value-repr="13.584822915923336"
+                    data-value-str="13.584822915923336"
                 
                     data-column-idx="23"
                 
-                    >0.9325776198092596</td>
+                    >13.584822915923336</td>
                 
                 
                     <td
-                    id="84b55858"
+                    id="ab9c8a15"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -9811,16 +9811,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.9894272810855586"
-                    data-value-str="0.9894272810855586"
+                    data-value-repr="2.2315003090569583"
+                    data-value-str="2.2315003090569583"
                 
                     data-column-idx="24"
                 
-                    >0.9894272810855586</td>
+                    >2.2315003090569583</td>
                 
                 
                     <td
-                    id="be9ad040"
+                    id="cf3f6556"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -9841,16 +9841,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.21246248286284727"
-                    data-value-str="0.21246248286284727"
+                    data-value-repr="1.1859490587733241"
+                    data-value-str="1.1859490587733241"
                 
                     data-column-idx="25"
                 
-                    >0.21246248286284727</td>
+                    >1.1859490587733241</td>
                 
                 
                     <td
-                    id="3f12bed6"
+                    id="1b0f6a80"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -9871,16 +9871,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.508261400660382"
-                    data-value-str="0.508261400660382"
+                    data-value-repr="0.11046398478165009"
+                    data-value-str="0.11046398478165009"
                 
                     data-column-idx="26"
                 
-                    >0.508261400660382</td>
+                    >0.11046398478165009</td>
                 
                 
                     <td
-                    id="f7474076"
+                    id="bfdcb22f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -9901,16 +9901,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.1240197579167268"
-                    data-value-str="0.1240197579167268"
+                    data-value-repr="0.28612009149616924"
+                    data-value-str="0.28612009149616924"
                 
                     data-column-idx="27"
                 
-                    >0.1240197579167268</td>
+                    >0.28612009149616924</td>
                 
                 
                     <td
-                    id="9d1d9000"
+                    id="ed9aef63"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -9931,16 +9931,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.17642784829804728"
-                    data-value-str="0.17642784829804728"
+                    data-value-repr="27.23002961395497"
+                    data-value-str="27.23002961395497"
                 
                     data-column-idx="28"
                 
-                    >0.17642784829804728</td>
+                    >27.23002961395497</td>
                 
                 
                     <td
-                    id="0425b52b"
+                    id="a53b7109"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -9961,16 +9961,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.5170098986947027"
-                    data-value-str="0.5170098986947027"
+                    data-value-repr="0.4333095909660446"
+                    data-value-str="0.4333095909660446"
                 
                     data-column-idx="29"
                 
-                    >0.5170098986947027</td>
+                    >0.4333095909660446</td>
                 
                 
                     <td
-                    id="1c3fdf8d"
+                    id="ae6a11b9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -9991,12 +9991,12 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="9.646154272368285"
-                    data-value-str="9.646154272368285"
+                    data-value-repr="0.11385700061003895"
+                    data-value-str="0.11385700061003895"
                 
                     data-column-idx="30"
                 
-                    >9.646154272368285</td>
+                    >0.11385700061003895</td>
                 
                 </tr>
             
@@ -10004,7 +10004,7 @@ to summarize each topic.
                 
                 
                     <th
-                    id="8621979a"
+                    id="34a90c1b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -10032,7 +10032,7 @@ to summarize each topic.
                 
                 
                     <td
-                    id="385b8dc1"
+                    id="aa43ce62"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -10062,7 +10062,7 @@ to summarize each topic.
                 
                 
                     <td
-                    id="dc3b3f75"
+                    id="7006bc4c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -10083,16 +10083,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.16429216106921896"
-                    data-value-str="0.16429216106921896"
+                    data-value-repr="0.1471915411773927"
+                    data-value-str="0.1471915411773927"
                 
                     data-column-idx="1"
                 
-                    >0.16429216106921896</td>
+                    >0.1471915411773927</td>
                 
                 
                     <td
-                    id="050c3df7"
+                    id="9b264e72"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -10113,16 +10113,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="7.492126090732337"
-                    data-value-str="7.492126090732337"
+                    data-value-repr="48.144876818912714"
+                    data-value-str="48.144876818912714"
                 
                     data-column-idx="2"
                 
-                    >7.492126090732337</td>
+                    >48.144876818912714</td>
                 
                 
                     <td
-                    id="bfd98e05"
+                    id="bbbcb8d9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -10143,16 +10143,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.3538104591271115"
-                    data-value-str="0.3538104591271115"
+                    data-value-repr="0.4845662330322579"
+                    data-value-str="0.4845662330322579"
                 
                     data-column-idx="3"
                 
-                    >0.3538104591271115</td>
+                    >0.4845662330322579</td>
                 
                 
                     <td
-                    id="a86c99c7"
+                    id="af9c6ec0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -10173,16 +10173,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.15568454865591747"
-                    data-value-str="0.15568454865591747"
+                    data-value-repr="0.9606337560701177"
+                    data-value-str="0.9606337560701177"
                 
                     data-column-idx="4"
                 
-                    >0.15568454865591747</td>
+                    >0.9606337560701177</td>
                 
                 
                     <td
-                    id="df095a21"
+                    id="1b405339"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -10203,16 +10203,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="1.4140634675920745"
-                    data-value-str="1.4140634675920745"
+                    data-value-repr="0.18117498154447748"
+                    data-value-str="0.18117498154447748"
                 
                     data-column-idx="5"
                 
-                    >1.4140634675920745</td>
+                    >0.18117498154447748</td>
                 
                 
                     <td
-                    id="fe9e5109"
+                    id="9584e8ab"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -10233,16 +10233,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="12.145404333273888"
-                    data-value-str="12.145404333273888"
+                    data-value-repr="33.496076606219354"
+                    data-value-str="33.496076606219354"
                 
                     data-column-idx="6"
                 
-                    >12.145404333273888</td>
+                    >33.496076606219354</td>
                 
                 
                     <td
-                    id="0a08388c"
+                    id="1bc864e2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -10263,16 +10263,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.2982284284131751"
-                    data-value-str="0.2982284284131751"
+                    data-value-repr="2.6120590918726343"
+                    data-value-str="2.6120590918726343"
                 
                     data-column-idx="7"
                 
-                    >0.2982284284131751</td>
+                    >2.6120590918726343</td>
                 
                 
                     <td
-                    id="aa6a4d61"
+                    id="eca55ea5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -10293,16 +10293,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.35402410443472393"
-                    data-value-str="0.35402410443472393"
+                    data-value-repr="11.289969462656149"
+                    data-value-str="11.289969462656149"
                 
                     data-column-idx="8"
                 
-                    >0.35402410443472393</td>
+                    >11.289969462656149</td>
                 
                 
                     <td
-                    id="a88f445e"
+                    id="ea6e2c4a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -10323,16 +10323,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="20.130648370853535"
-                    data-value-str="20.130648370853535"
+                    data-value-repr="3.845800080999571"
+                    data-value-str="3.845800080999571"
                 
                     data-column-idx="9"
                 
-                    >20.130648370853535</td>
+                    >3.845800080999571</td>
                 
                 
                     <td
-                    id="d730167c"
+                    id="c8cf5b88"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -10353,16 +10353,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="14.290890029098623"
-                    data-value-str="14.290890029098623"
+                    data-value-repr="0.3065333269305734"
+                    data-value-str="0.3065333269305734"
                 
                     data-column-idx="10"
                 
-                    >14.290890029098623</td>
+                    >0.3065333269305734</td>
                 
                 
                     <td
-                    id="938f48a8"
+                    id="9f57167d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -10383,16 +10383,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="12.823402116272128"
-                    data-value-str="12.823402116272128"
+                    data-value-repr="6.808238186721518"
+                    data-value-str="6.808238186721518"
                 
                     data-column-idx="11"
                 
-                    >12.823402116272128</td>
+                    >6.808238186721518</td>
                 
                 
                     <td
-                    id="9463ad61"
+                    id="ee36be87"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -10413,16 +10413,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.1486181561917914"
-                    data-value-str="0.1486181561917914"
+                    data-value-repr="104.03198304485815"
+                    data-value-str="104.03198304485815"
                 
                     data-column-idx="12"
                 
-                    >0.1486181561917914</td>
+                    >104.03198304485815</td>
                 
                 
                     <td
-                    id="69ce17c3"
+                    id="1c28df9d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -10443,16 +10443,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.26084035241234027"
-                    data-value-str="0.26084035241234027"
+                    data-value-repr="0.376225088574137"
+                    data-value-str="0.376225088574137"
                 
                     data-column-idx="13"
                 
-                    >0.26084035241234027</td>
+                    >0.376225088574137</td>
                 
                 
                     <td
-                    id="757084a9"
+                    id="5e7fa82b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -10473,16 +10473,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="24.116803731328382"
-                    data-value-str="24.116803731328382"
+                    data-value-repr="31.600558341436678"
+                    data-value-str="31.600558341436678"
                 
                     data-column-idx="14"
                 
-                    >24.116803731328382</td>
+                    >31.600558341436678</td>
                 
                 
                     <td
-                    id="fa945e65"
+                    id="ea5b9f20"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -10503,16 +10503,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.5296632781327923"
-                    data-value-str="0.5296632781327923"
+                    data-value-repr="1.2369464122169262"
+                    data-value-str="1.2369464122169262"
                 
                     data-column-idx="15"
                 
-                    >0.5296632781327923</td>
+                    >1.2369464122169262</td>
                 
                 
                     <td
-                    id="28bbd9f4"
+                    id="010a13fd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -10533,16 +10533,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="23.544520959000007"
-                    data-value-str="23.544520959000007"
+                    data-value-repr="0.2982070785956578"
+                    data-value-str="0.2982070785956578"
                 
                     data-column-idx="16"
                 
-                    >23.544520959000007</td>
+                    >0.2982070785956578</td>
                 
                 
                     <td
-                    id="e8735af1"
+                    id="506e4dd0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -10563,16 +10563,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.36131310181505766"
-                    data-value-str="0.36131310181505766"
+                    data-value-repr="0.19810535984169655"
+                    data-value-str="0.19810535984169655"
                 
                     data-column-idx="17"
                 
-                    >0.36131310181505766</td>
+                    >0.19810535984169655</td>
                 
                 
                     <td
-                    id="e937607e"
+                    id="36352979"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -10593,16 +10593,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="9.10081854712654"
-                    data-value-str="9.10081854712654"
+                    data-value-repr="0.6608426229268314"
+                    data-value-str="0.6608426229268314"
                 
                     data-column-idx="18"
                 
-                    >9.10081854712654</td>
+                    >0.6608426229268314</td>
                 
                 
                     <td
-                    id="802b09c9"
+                    id="d35bfaf5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -10623,16 +10623,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="16.009844594710433"
-                    data-value-str="16.009844594710433"
+                    data-value-repr="0.21804961024502828"
+                    data-value-str="0.21804961024502828"
                 
                     data-column-idx="19"
                 
-                    >16.009844594710433</td>
+                    >0.21804961024502828</td>
                 
                 
                     <td
-                    id="5290994c"
+                    id="2993ce6b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -10653,16 +10653,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.1640729202931167"
-                    data-value-str="0.1640729202931167"
+                    data-value-repr="0.24247839454482792"
+                    data-value-str="0.24247839454482792"
                 
                     data-column-idx="20"
                 
-                    >0.1640729202931167</td>
+                    >0.24247839454482792</td>
                 
                 
                     <td
-                    id="82ca2dd0"
+                    id="db2252e1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -10683,16 +10683,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.15822899095070894"
-                    data-value-str="0.15822899095070894"
+                    data-value-repr="9.216710642350018"
+                    data-value-str="9.216710642350018"
                 
                     data-column-idx="21"
                 
-                    >0.15822899095070894</td>
+                    >9.216710642350018</td>
                 
                 
                     <td
-                    id="71b6cdc6"
+                    id="196ae454"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -10713,16 +10713,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="35.66680839332049"
-                    data-value-str="35.66680839332049"
+                    data-value-repr="2.543548709356295"
+                    data-value-str="2.543548709356295"
                 
                     data-column-idx="22"
                 
-                    >35.66680839332049</td>
+                    >2.543548709356295</td>
                 
                 
                     <td
-                    id="a1475d09"
+                    id="1a185ff6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -10743,16 +10743,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.13191370349918527"
-                    data-value-str="0.13191370349918527"
+                    data-value-repr="0.2839630881539149"
+                    data-value-str="0.2839630881539149"
                 
                     data-column-idx="23"
                 
-                    >0.13191370349918527</td>
+                    >0.2839630881539149</td>
                 
                 
                     <td
-                    id="da9866e8"
+                    id="19d0698c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -10773,16 +10773,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="92.33684780703764"
-                    data-value-str="92.33684780703764"
+                    data-value-repr="0.15598472239757374"
+                    data-value-str="0.15598472239757374"
                 
                     data-column-idx="24"
                 
-                    >92.33684780703764</td>
+                    >0.15598472239757374</td>
                 
                 
                     <td
-                    id="52042588"
+                    id="7cb07158"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -10803,16 +10803,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.1534334975852115"
-                    data-value-str="0.1534334975852115"
+                    data-value-repr="0.6028499266988815"
+                    data-value-str="0.6028499266988815"
                 
                     data-column-idx="25"
                 
-                    >0.1534334975852115</td>
+                    >0.6028499266988815</td>
                 
                 
                     <td
-                    id="10bea6e7"
+                    id="e687069c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -10833,16 +10833,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="5.76118834369434"
-                    data-value-str="5.76118834369434"
+                    data-value-repr="0.2869923776033503"
+                    data-value-str="0.2869923776033503"
                 
                     data-column-idx="26"
                 
-                    >5.76118834369434</td>
+                    >0.2869923776033503</td>
                 
                 
                     <td
-                    id="80d6385c"
+                    id="99a7db0a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -10863,16 +10863,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.2399623177205844"
-                    data-value-str="0.2399623177205844"
+                    data-value-repr="2.068735291866016"
+                    data-value-str="2.068735291866016"
                 
                     data-column-idx="27"
                 
-                    >0.2399623177205844</td>
+                    >2.068735291866016</td>
                 
                 
                     <td
-                    id="f6113adf"
+                    id="b39402b2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -10893,16 +10893,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.25654154615762836"
-                    data-value-str="0.25654154615762836"
+                    data-value-repr="21.95954103754466"
+                    data-value-str="21.95954103754466"
                 
                     data-column-idx="28"
                 
-                    >0.25654154615762836</td>
+                    >21.95954103754466</td>
                 
                 
                     <td
-                    id="b83e5245"
+                    id="9a32d6ee"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -10923,16 +10923,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="28.810580447939305"
-                    data-value-str="28.810580447939305"
+                    data-value-repr="22.95310686369012"
+                    data-value-str="22.95310686369012"
                 
                     data-column-idx="29"
                 
-                    >28.810580447939305</td>
+                    >22.95310686369012</td>
                 
                 
                     <td
-                    id="d3973c94"
+                    id="a56dd929"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -10953,12 +10953,12 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.12542344253527102"
-                    data-value-str="0.12542344253527102"
+                    data-value-repr="0.28804971528936596"
+                    data-value-str="0.28804971528936596"
                 
                     data-column-idx="30"
                 
-                    >0.12542344253527102</td>
+                    >0.28804971528936596</td>
                 
                 </tr>
             
@@ -10966,7 +10966,7 @@ to summarize each topic.
                 
                 
                     <th
-                    id="ddae989b"
+                    id="199476d5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -10994,7 +10994,7 @@ to summarize each topic.
                 
                 
                     <td
-                    id="cb1a0892"
+                    id="abf6a48d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -11024,7 +11024,7 @@ to summarize each topic.
                 
                 
                     <td
-                    id="a35d8bd3"
+                    id="aff35840"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -11045,16 +11045,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.09029207142564954"
-                    data-value-str="0.09029207142564954"
+                    data-value-repr="0.060263826681299294"
+                    data-value-str="0.060263826681299294"
                 
                     data-column-idx="1"
                 
-                    >0.09029207142564954</td>
+                    >0.060263826681299294</td>
                 
                 
                     <td
-                    id="6adcdd5e"
+                    id="ba124900"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -11075,16 +11075,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.06763030270571829"
-                    data-value-str="0.06763030270571829"
+                    data-value-repr="0.07484119969771463"
+                    data-value-str="0.07484119969771463"
                 
                     data-column-idx="2"
                 
-                    >0.06763030270571829</td>
+                    >0.07484119969771463</td>
                 
                 
                     <td
-                    id="0bfe6b29"
+                    id="6183e0c9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -11105,16 +11105,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.0628674855448152"
-                    data-value-str="0.0628674855448152"
+                    data-value-repr="0.11821769679645897"
+                    data-value-str="0.11821769679645897"
                 
                     data-column-idx="3"
                 
-                    >0.0628674855448152</td>
+                    >0.11821769679645897</td>
                 
                 
                     <td
-                    id="97b351e2"
+                    id="42364a96"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -11135,16 +11135,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.06959484715900657"
-                    data-value-str="0.06959484715900657"
+                    data-value-repr="0.10439570651204826"
+                    data-value-str="0.10439570651204826"
                 
                     data-column-idx="4"
                 
-                    >0.06959484715900657</td>
+                    >0.10439570651204826</td>
                 
                 
                     <td
-                    id="9fc29fb3"
+                    id="8993d489"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -11165,16 +11165,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.1180099828018236"
-                    data-value-str="0.1180099828018236"
+                    data-value-repr="0.07044659205897838"
+                    data-value-str="0.07044659205897838"
                 
                     data-column-idx="5"
                 
-                    >0.1180099828018236</td>
+                    >0.07044659205897838</td>
                 
                 
                     <td
-                    id="41092f29"
+                    id="83a5b17e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -11195,16 +11195,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.1519810737754988"
-                    data-value-str="0.1519810737754988"
+                    data-value-repr="0.10502565325540608"
+                    data-value-str="0.10502565325540608"
                 
                     data-column-idx="6"
                 
-                    >0.1519810737754988</td>
+                    >0.10502565325540608</td>
                 
                 
                     <td
-                    id="fac571c3"
+                    id="870c6eff"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -11225,16 +11225,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.06766736112818458"
-                    data-value-str="0.06766736112818458"
+                    data-value-repr="0.06823124874336993"
+                    data-value-str="0.06823124874336993"
                 
                     data-column-idx="7"
                 
-                    >0.06766736112818458</td>
+                    >0.06823124874336993</td>
                 
                 
                     <td
-                    id="206c6d3a"
+                    id="22787ee3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -11255,16 +11255,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.06389385780718308"
-                    data-value-str="0.06389385780718308"
+                    data-value-repr="0.13804083209553375"
+                    data-value-str="0.13804083209553375"
                 
                     data-column-idx="8"
                 
-                    >0.06389385780718308</td>
+                    >0.13804083209553375</td>
                 
                 
                     <td
-                    id="9a79e567"
+                    id="c66cf657"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -11285,16 +11285,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.059356143757787916"
-                    data-value-str="0.059356143757787916"
+                    data-value-repr="0.06870085632585199"
+                    data-value-str="0.06870085632585199"
                 
                     data-column-idx="9"
                 
-                    >0.059356143757787916</td>
+                    >0.06870085632585199</td>
                 
                 
                     <td
-                    id="22a3b02a"
+                    id="cc70027a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -11315,16 +11315,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.05856995718054415"
-                    data-value-str="0.05856995718054415"
+                    data-value-repr="0.08822033055283655"
+                    data-value-str="0.08822033055283655"
                 
                     data-column-idx="10"
                 
-                    >0.05856995718054415</td>
+                    >0.08822033055283655</td>
                 
                 
                     <td
-                    id="30eb76dd"
+                    id="e8b45d0d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -11345,16 +11345,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.09498773050605647"
-                    data-value-str="0.09498773050605647"
+                    data-value-repr="0.08330542491033235"
+                    data-value-str="0.08330542491033235"
                 
                     data-column-idx="11"
                 
-                    >0.09498773050605647</td>
+                    >0.08330542491033235</td>
                 
                 
                     <td
-                    id="164303f6"
+                    id="a853964c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -11375,16 +11375,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.08496388646328688"
-                    data-value-str="0.08496388646328688"
+                    data-value-repr="1.2262248561282356"
+                    data-value-str="1.2262248561282356"
                 
                     data-column-idx="12"
                 
-                    >0.08496388646328688</td>
+                    >1.2262248561282356</td>
                 
                 
                     <td
-                    id="76c2ff55"
+                    id="ac7ceda9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -11405,16 +11405,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.10547434896432453"
-                    data-value-str="0.10547434896432453"
+                    data-value-repr="0.06120877378144631"
+                    data-value-str="0.06120877378144631"
                 
                     data-column-idx="13"
                 
-                    >0.10547434896432453</td>
+                    >0.06120877378144631</td>
                 
                 
                     <td
-                    id="8fe6eefe"
+                    id="35b3d5d6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -11435,16 +11435,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.07898848217053439"
-                    data-value-str="0.07898848217053439"
+                    data-value-repr="0.06808185889430254"
+                    data-value-str="0.06808185889430254"
                 
                     data-column-idx="14"
                 
-                    >0.07898848217053439</td>
+                    >0.06808185889430254</td>
                 
                 
                     <td
-                    id="011ac2bf"
+                    id="ab79f2da"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -11465,16 +11465,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.098081823715672"
-                    data-value-str="0.098081823715672"
+                    data-value-repr="0.06492054160656131"
+                    data-value-str="0.06492054160656131"
                 
                     data-column-idx="15"
                 
-                    >0.098081823715672</td>
+                    >0.06492054160656131</td>
                 
                 
                     <td
-                    id="74bef44e"
+                    id="53b0c11d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -11495,16 +11495,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.10509570057988453"
-                    data-value-str="0.10509570057988453"
+                    data-value-repr="9.61967860690278"
+                    data-value-str="9.61967860690278"
                 
                     data-column-idx="16"
                 
-                    >0.10509570057988453</td>
+                    >9.61967860690278</td>
                 
                 
                     <td
-                    id="63ce6007"
+                    id="e79a999b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -11525,16 +11525,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.06579823855028333"
-                    data-value-str="0.06579823855028333"
+                    data-value-repr="0.08463424937063925"
+                    data-value-str="0.08463424937063925"
                 
                     data-column-idx="17"
                 
-                    >0.06579823855028333</td>
+                    >0.08463424937063925</td>
                 
                 
                     <td
-                    id="c8b113ed"
+                    id="d69bf4cf"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -11555,16 +11555,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.13551876528206247"
-                    data-value-str="0.13551876528206247"
+                    data-value-repr="0.09575182597099513"
+                    data-value-str="0.09575182597099513"
                 
                     data-column-idx="18"
                 
-                    >0.13551876528206247</td>
+                    >0.09575182597099513</td>
                 
                 
                     <td
-                    id="990e1700"
+                    id="ddfdc4a8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -11585,16 +11585,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.06777107630484065"
-                    data-value-str="0.06777107630484065"
+                    data-value-repr="0.06130071683401453"
+                    data-value-str="0.06130071683401453"
                 
                     data-column-idx="19"
                 
-                    >0.06777107630484065</td>
+                    >0.06130071683401453</td>
                 
                 
                     <td
-                    id="8a8fd78d"
+                    id="7f5da1a3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -11615,16 +11615,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.06013528077446782"
-                    data-value-str="0.06013528077446782"
+                    data-value-repr="0.06846114270287498"
+                    data-value-str="0.06846114270287498"
                 
                     data-column-idx="20"
                 
-                    >0.06013528077446782</td>
+                    >0.06846114270287498</td>
                 
                 
                     <td
-                    id="64f9ef74"
+                    id="7ece2a8d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -11645,16 +11645,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.15626321224053263"
-                    data-value-str="0.15626321224053263"
+                    data-value-repr="0.07259406909438791"
+                    data-value-str="0.07259406909438791"
                 
                     data-column-idx="21"
                 
-                    >0.15626321224053263</td>
+                    >0.07259406909438791</td>
                 
                 
                     <td
-                    id="30b07021"
+                    id="b0e2f32b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -11675,16 +11675,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="7.324124095677702"
-                    data-value-str="7.324124095677702"
+                    data-value-repr="0.30559800183939956"
+                    data-value-str="0.30559800183939956"
                 
                     data-column-idx="22"
                 
-                    >7.324124095677702</td>
+                    >0.30559800183939956</td>
                 
                 
                     <td
-                    id="9c60e2bc"
+                    id="3afe0ab1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -11705,16 +11705,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.05917767192947033"
-                    data-value-str="0.05917767192947033"
+                    data-value-repr="0.06217274739998944"
+                    data-value-str="0.06217274739998944"
                 
                     data-column-idx="23"
                 
-                    >0.05917767192947033</td>
+                    >0.06217274739998944</td>
                 
                 
                     <td
-                    id="7da826b9"
+                    id="10140a6c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -11735,16 +11735,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.2858225928912571"
-                    data-value-str="0.2858225928912571"
+                    data-value-repr="0.1083159941149303"
+                    data-value-str="0.1083159941149303"
                 
                     data-column-idx="24"
                 
-                    >0.2858225928912571</td>
+                    >0.1083159941149303</td>
                 
                 
                     <td
-                    id="dc2a7cec"
+                    id="95eb4a3d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -11765,16 +11765,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.060151056944765836"
-                    data-value-str="0.060151056944765836"
+                    data-value-repr="0.09989688514898656"
+                    data-value-str="0.09989688514898656"
                 
                     data-column-idx="25"
                 
-                    >0.060151056944765836</td>
+                    >0.09989688514898656</td>
                 
                 
                     <td
-                    id="b8c8c3c6"
+                    id="45e07d4c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -11795,16 +11795,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.05932227852554482"
-                    data-value-str="0.05932227852554482"
+                    data-value-repr="0.10767458033197247"
+                    data-value-str="0.10767458033197247"
                 
                     data-column-idx="26"
                 
-                    >0.05932227852554482</td>
+                    >0.10767458033197247</td>
                 
                 
                     <td
-                    id="7b2e3114"
+                    id="47cac63e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -11825,16 +11825,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.15445234636114047"
-                    data-value-str="0.15445234636114047"
+                    data-value-repr="0.08696104186501055"
+                    data-value-str="0.08696104186501055"
                 
                     data-column-idx="27"
                 
-                    >0.15445234636114047</td>
+                    >0.08696104186501055</td>
                 
                 
                     <td
-                    id="78553270"
+                    id="73f9c1f2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -11855,16 +11855,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="3.556131180619256"
-                    data-value-str="3.556131180619256"
+                    data-value-repr="0.0648044832098829"
+                    data-value-str="0.0648044832098829"
                 
                     data-column-idx="28"
                 
-                    >3.556131180619256</td>
+                    >0.0648044832098829</td>
                 
                 
                     <td
-                    id="11d45420"
+                    id="e1bde738"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -11885,16 +11885,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.08057080862024664"
-                    data-value-str="0.08057080862024664"
+                    data-value-repr="0.1662093808028542"
+                    data-value-str="0.1662093808028542"
                 
                     data-column-idx="29"
                 
-                    >0.08057080862024664</td>
+                    >0.1662093808028542</td>
                 
                 
                     <td
-                    id="a658d54b"
+                    id="6ba60985"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -11915,12 +11915,12 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.057305167103948715"
-                    data-value-str="0.057305167103948715"
+                    data-value-repr="0.09582030498557369"
+                    data-value-str="0.09582030498557369"
                 
                     data-column-idx="30"
                 
-                    >0.057305167103948715</td>
+                    >0.09582030498557369</td>
                 
                 </tr>
             
@@ -11928,7 +11928,7 @@ to summarize each topic.
                 
                 
                     <th
-                    id="8d62cc83"
+                    id="70bfbcab"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -11956,7 +11956,7 @@ to summarize each topic.
                 
                 
                     <td
-                    id="e492dc9b"
+                    id="609bad48"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -11986,7 +11986,7 @@ to summarize each topic.
                 
                 
                     <td
-                    id="81dbf7ee"
+                    id="3245c6d4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -12007,16 +12007,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="5.962637555865069"
-                    data-value-str="5.962637555865069"
+                    data-value-repr="0.08306962713793191"
+                    data-value-str="0.08306962713793191"
                 
                     data-column-idx="1"
                 
-                    >5.962637555865069</td>
+                    >0.08306962713793191</td>
                 
                 
                     <td
-                    id="9e50507c"
+                    id="fb56ed76"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -12037,16 +12037,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="1.473118035381584"
-                    data-value-str="1.473118035381584"
+                    data-value-repr="0.08389172128459213"
+                    data-value-str="0.08389172128459213"
                 
                     data-column-idx="2"
                 
-                    >1.473118035381584</td>
+                    >0.08389172128459213</td>
                 
                 
                     <td
-                    id="0261c339"
+                    id="4a83c56e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -12067,16 +12067,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.13987606174961198"
-                    data-value-str="0.13987606174961198"
+                    data-value-repr="0.2069057831255752"
+                    data-value-str="0.2069057831255752"
                 
                     data-column-idx="3"
                 
-                    >0.13987606174961198</td>
+                    >0.2069057831255752</td>
                 
                 
                     <td
-                    id="72d7da58"
+                    id="fc535cf7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -12097,16 +12097,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.19316596078445136"
-                    data-value-str="0.19316596078445136"
+                    data-value-repr="0.43171096595932384"
+                    data-value-str="0.43171096595932384"
                 
                     data-column-idx="4"
                 
-                    >0.19316596078445136</td>
+                    >0.43171096595932384</td>
                 
                 
                     <td
-                    id="6fbef295"
+                    id="fe0896ed"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -12127,16 +12127,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.08081700099887532"
-                    data-value-str="0.08081700099887532"
+                    data-value-repr="7.0480393120579174"
+                    data-value-str="7.0480393120579174"
                 
                     data-column-idx="5"
                 
-                    >0.08081700099887532</td>
+                    >7.0480393120579174</td>
                 
                 
                     <td
-                    id="c26fe7c3"
+                    id="b672592b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -12157,16 +12157,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="3.0007643868925467"
-                    data-value-str="3.0007643868925467"
+                    data-value-repr="0.2802360161850881"
+                    data-value-str="0.2802360161850881"
                 
                     data-column-idx="6"
                 
-                    >3.0007643868925467</td>
+                    >0.2802360161850881</td>
                 
                 
                     <td
-                    id="be8512c7"
+                    id="efd587e0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -12187,16 +12187,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.2768473873903805"
-                    data-value-str="0.2768473873903805"
+                    data-value-repr="0.2181859633754295"
+                    data-value-str="0.2181859633754295"
                 
                     data-column-idx="7"
                 
-                    >0.2768473873903805</td>
+                    >0.2181859633754295</td>
                 
                 
                     <td
-                    id="8214442a"
+                    id="a526ca99"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -12217,16 +12217,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="1.2018723645907397"
-                    data-value-str="1.2018723645907397"
+                    data-value-repr="1.1588752350435731"
+                    data-value-str="1.1588752350435731"
                 
                     data-column-idx="8"
                 
-                    >1.2018723645907397</td>
+                    >1.1588752350435731</td>
                 
                 
                     <td
-                    id="87ebb727"
+                    id="a3ea5a58"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -12247,16 +12247,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.5425408721891967"
-                    data-value-str="0.5425408721891967"
+                    data-value-repr="0.12740993214591206"
+                    data-value-str="0.12740993214591206"
                 
                     data-column-idx="9"
                 
-                    >0.5425408721891967</td>
+                    >0.12740993214591206</td>
                 
                 
                     <td
-                    id="82151c37"
+                    id="e6bdd78f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -12277,16 +12277,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.2056169762025496"
-                    data-value-str="0.2056169762025496"
+                    data-value-repr="6.929322505216913"
+                    data-value-str="6.929322505216913"
                 
                     data-column-idx="10"
                 
-                    >0.2056169762025496</td>
+                    >6.929322505216913</td>
                 
                 
                     <td
-                    id="ecb8bba0"
+                    id="74594aae"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -12307,16 +12307,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.24165338533890157"
-                    data-value-str="0.24165338533890157"
+                    data-value-repr="0.24188871869647777"
+                    data-value-str="0.24188871869647777"
                 
                     data-column-idx="11"
                 
-                    >0.24165338533890157</td>
+                    >0.24188871869647777</td>
                 
                 
                     <td
-                    id="fb8e6d02"
+                    id="892d10c8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -12337,16 +12337,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.21183552150628449"
-                    data-value-str="0.21183552150628449"
+                    data-value-repr="0.11674747639766578"
+                    data-value-str="0.11674747639766578"
                 
                     data-column-idx="12"
                 
-                    >0.21183552150628449</td>
+                    >0.11674747639766578</td>
                 
                 
                     <td
-                    id="669d538a"
+                    id="8fc47fd3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -12367,16 +12367,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.09715537397971807"
-                    data-value-str="0.09715537397971807"
+                    data-value-repr="5.171542893474663"
+                    data-value-str="5.171542893474663"
                 
                     data-column-idx="13"
                 
-                    >0.09715537397971807</td>
+                    >5.171542893474663</td>
                 
                 
                     <td
-                    id="fcbce9ac"
+                    id="24fec2ca"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -12397,16 +12397,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="1.6022053014303022"
-                    data-value-str="1.6022053014303022"
+                    data-value-repr="0.2951449657734157"
+                    data-value-str="0.2951449657734157"
                 
                     data-column-idx="14"
                 
-                    >1.6022053014303022</td>
+                    >0.2951449657734157</td>
                 
                 
                     <td
-                    id="7e803d91"
+                    id="5dd9a55b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -12427,16 +12427,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="8.338029416927474"
-                    data-value-str="8.338029416927474"
+                    data-value-repr="0.1639322395299897"
+                    data-value-str="0.1639322395299897"
                 
                     data-column-idx="15"
                 
-                    >8.338029416927474</td>
+                    >0.1639322395299897</td>
                 
                 
                     <td
-                    id="72f603ea"
+                    id="a2c0b0ca"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -12457,16 +12457,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.5626128443055705"
-                    data-value-str="0.5626128443055705"
+                    data-value-repr="0.07382942478061819"
+                    data-value-str="0.07382942478061819"
                 
                     data-column-idx="16"
                 
-                    >0.5626128443055705</td>
+                    >0.07382942478061819</td>
                 
                 
                     <td
-                    id="93ec4bc7"
+                    id="1544ba54"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -12487,16 +12487,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="17.316103222020036"
-                    data-value-str="17.316103222020036"
+                    data-value-repr="0.17844000991276004"
+                    data-value-str="0.17844000991276004"
                 
                     data-column-idx="17"
                 
-                    >17.316103222020036</td>
+                    >0.17844000991276004</td>
                 
                 
                     <td
-                    id="dc875257"
+                    id="8dd3e175"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -12517,16 +12517,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.23619224970846958"
-                    data-value-str="0.23619224970846958"
+                    data-value-repr="0.12936501833802144"
+                    data-value-str="0.12936501833802144"
                 
                     data-column-idx="18"
                 
-                    >0.23619224970846958</td>
+                    >0.12936501833802144</td>
                 
                 
                     <td
-                    id="3cbdbcfc"
+                    id="45dd448a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -12547,16 +12547,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="2.393139805024595"
-                    data-value-str="2.393139805024595"
+                    data-value-repr="0.19894957420071255"
+                    data-value-str="0.19894957420071255"
                 
                     data-column-idx="19"
                 
-                    >2.393139805024595</td>
+                    >0.19894957420071255</td>
                 
                 
                     <td
-                    id="e19dd94c"
+                    id="d50b7b1d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -12577,16 +12577,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.33658029605817447"
-                    data-value-str="0.33658029605817447"
+                    data-value-repr="0.10958292273985454"
+                    data-value-str="0.10958292273985454"
                 
                     data-column-idx="20"
                 
-                    >0.33658029605817447</td>
+                    >0.10958292273985454</td>
                 
                 
                     <td
-                    id="5f79f321"
+                    id="7a468026"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -12607,16 +12607,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="45.388472289082884"
-                    data-value-str="45.388472289082884"
+                    data-value-repr="34.30801916909375"
+                    data-value-str="34.30801916909375"
                 
                     data-column-idx="21"
                 
-                    >45.388472289082884</td>
+                    >34.30801916909375</td>
                 
                 
                     <td
-                    id="bfdaaf8a"
+                    id="81f9a2d6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -12637,16 +12637,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.0722907641409557"
-                    data-value-str="0.0722907641409557"
+                    data-value-repr="0.11435548310180221"
+                    data-value-str="0.11435548310180221"
                 
                     data-column-idx="22"
                 
-                    >0.0722907641409557</td>
+                    >0.11435548310180221</td>
                 
                 
                     <td
-                    id="9b3e3e95"
+                    id="7ba3ebae"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -12667,16 +12667,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.10726874747724922"
-                    data-value-str="0.10726874747724922"
+                    data-value-repr="0.16273058499584753"
+                    data-value-str="0.16273058499584753"
                 
                     data-column-idx="23"
                 
-                    >0.10726874747724922</td>
+                    >0.16273058499584753</td>
                 
                 
                     <td
-                    id="71cf0060"
+                    id="26518b26"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -12697,16 +12697,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.15989006161310587"
-                    data-value-str="0.15989006161310587"
+                    data-value-repr="16.50778733857186"
+                    data-value-str="16.50778733857186"
                 
                     data-column-idx="24"
                 
-                    >0.15989006161310587</td>
+                    >16.50778733857186</td>
                 
                 
                     <td
-                    id="6f9051c1"
+                    id="bf1ea0a7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -12727,16 +12727,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.37406378699400383"
-                    data-value-str="0.37406378699400383"
+                    data-value-repr="20.048254828046183"
+                    data-value-str="20.048254828046183"
                 
                     data-column-idx="25"
                 
-                    >0.37406378699400383</td>
+                    >20.048254828046183</td>
                 
                 
                     <td
-                    id="7c651ce8"
+                    id="525bab7a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -12757,16 +12757,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="1.8416552105149946"
-                    data-value-str="1.8416552105149946"
+                    data-value-repr="0.14597236269930997"
+                    data-value-str="0.14597236269930997"
                 
                     data-column-idx="26"
                 
-                    >1.8416552105149946</td>
+                    >0.14597236269930997</td>
                 
                 
                     <td
-                    id="b4e77d7d"
+                    id="84c14aa3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -12787,16 +12787,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.24948887575733006"
-                    data-value-str="0.24948887575733006"
+                    data-value-repr="0.14878923344827277"
+                    data-value-str="0.14878923344827277"
                 
                     data-column-idx="27"
                 
-                    >0.24948887575733006</td>
+                    >0.14878923344827277</td>
                 
                 
                     <td
-                    id="756835e3"
+                    id="de57a07c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -12817,16 +12817,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.08676091634349284"
-                    data-value-str="0.08676091634349284"
+                    data-value-repr="2.479100045011309"
+                    data-value-str="2.479100045011309"
                 
                     data-column-idx="28"
                 
-                    >0.08676091634349284</td>
+                    >2.479100045011309</td>
                 
                 
                     <td
-                    id="222e5b21"
+                    id="972a37cc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -12847,16 +12847,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.17404358986563462"
-                    data-value-str="0.17404358986563462"
+                    data-value-repr="0.20826565197131405"
+                    data-value-str="0.20826565197131405"
                 
                     data-column-idx="29"
                 
-                    >0.17404358986563462</td>
+                    >0.20826565197131405</td>
                 
                 
                     <td
-                    id="f71f2e2d"
+                    id="6b77023b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -12877,12 +12877,12 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="4.6333012590559495"
-                    data-value-str="4.6333012590559495"
+                    data-value-repr="0.12965411016102718"
+                    data-value-str="0.12965411016102718"
                 
                     data-column-idx="30"
                 
-                    >4.6333012590559495</td>
+                    >0.12965411016102718</td>
                 
                 </tr>
             
@@ -13220,7 +13220,7 @@ to summarize each topic.
                 
                 
                     <th
-                    id="f7e487a2"
+                    id="66615949"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -13248,7 +13248,7 @@ to summarize each topic.
                 
                 
                     <td
-                    id="f50fbf1f"
+                    id="708ac44f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -13278,7 +13278,7 @@ to summarize each topic.
                 
                 
                     <td
-                    id="9ee25e66"
+                    id="5e28ec89"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -13299,16 +13299,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.24060118056345192"
-                    data-value-str="0.24060118056345192"
+                    data-value-repr="0.1937414084201034"
+                    data-value-str="0.1937414084201034"
                 
                     data-column-idx="1"
                 
-                    >0.24060118056345192</td>
+                    >0.1937414084201034</td>
                 
                 
                     <td
-                    id="6e8d381d"
+                    id="9cad0fad"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -13329,16 +13329,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="8.92001715929399"
-                    data-value-str="8.92001715929399"
+                    data-value-repr="0.1593923742979682"
+                    data-value-str="0.1593923742979682"
                 
                     data-column-idx="2"
                 
-                    >8.92001715929399</td>
+                    >0.1593923742979682</td>
                 
                 
                     <td
-                    id="33d3edec"
+                    id="2df582ed"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -13359,16 +13359,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.2244843137837022"
-                    data-value-str="0.2244843137837022"
+                    data-value-repr="0.44231025143228464"
+                    data-value-str="0.44231025143228464"
                 
                     data-column-idx="3"
                 
-                    >0.2244843137837022</td>
+                    >0.44231025143228464</td>
                 
                 
                     <td
-                    id="e6b89cbb"
+                    id="88df0fc9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -13389,16 +13389,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="49.428247832268674"
-                    data-value-str="49.428247832268674"
+                    data-value-repr="0.2798087218251573"
+                    data-value-str="0.2798087218251573"
                 
                     data-column-idx="4"
                 
-                    >49.428247832268674</td>
+                    >0.2798087218251573</td>
                 
                 
                     <td
-                    id="24a5127f"
+                    id="1f080a20"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -13419,16 +13419,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.16014043262364946"
-                    data-value-str="0.16014043262364946"
+                    data-value-repr="3.845643876934785"
+                    data-value-str="3.845643876934785"
                 
                     data-column-idx="5"
                 
-                    >0.16014043262364946</td>
+                    >3.845643876934785</td>
                 
                 
                     <td
-                    id="72bb611e"
+                    id="c9387d9d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -13449,16 +13449,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="5.936439036968471"
-                    data-value-str="5.936439036968471"
+                    data-value-repr="21.71054026036147"
+                    data-value-str="21.71054026036147"
                 
                     data-column-idx="6"
                 
-                    >5.936439036968471</td>
+                    >21.71054026036147</td>
                 
                 
                     <td
-                    id="6efa1628"
+                    id="160ed069"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -13479,16 +13479,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="16.8718486366164"
-                    data-value-str="16.8718486366164"
+                    data-value-repr="17.74533509492717"
+                    data-value-str="17.74533509492717"
                 
                     data-column-idx="7"
                 
-                    >16.8718486366164</td>
+                    >17.74533509492717</td>
                 
                 
                     <td
-                    id="5e06aa48"
+                    id="5bef71e4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -13509,16 +13509,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="17.32237009714801"
-                    data-value-str="17.32237009714801"
+                    data-value-repr="11.037388916184637"
+                    data-value-str="11.037388916184637"
                 
                     data-column-idx="8"
                 
-                    >17.32237009714801</td>
+                    >11.037388916184637</td>
                 
                 
                     <td
-                    id="718d066d"
+                    id="436aee2d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -13539,16 +13539,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="1.0136376421037219"
-                    data-value-str="1.0136376421037219"
+                    data-value-repr="0.3522393770075653"
+                    data-value-str="0.3522393770075653"
                 
                     data-column-idx="9"
                 
-                    >1.0136376421037219</td>
+                    >0.3522393770075653</td>
                 
                 
                     <td
-                    id="3c41282b"
+                    id="fa06e8fe"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -13569,16 +13569,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="33.273743666385954"
-                    data-value-str="33.273743666385954"
+                    data-value-repr="0.2140368967356929"
+                    data-value-str="0.2140368967356929"
                 
                     data-column-idx="10"
                 
-                    >33.273743666385954</td>
+                    >0.2140368967356929</td>
                 
                 
                     <td
-                    id="abd97b86"
+                    id="0d8ea72d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -13599,16 +13599,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="1.9542253600286028"
-                    data-value-str="1.9542253600286028"
+                    data-value-repr="4.129792552393865"
+                    data-value-str="4.129792552393865"
                 
                     data-column-idx="11"
                 
-                    >1.9542253600286028</td>
+                    >4.129792552393865</td>
                 
                 
                     <td
-                    id="3526c074"
+                    id="2a826518"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -13629,16 +13629,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.16095679475532068"
-                    data-value-str="0.16095679475532068"
+                    data-value-repr="0.20526024796247552"
+                    data-value-str="0.20526024796247552"
                 
                     data-column-idx="12"
                 
-                    >0.16095679475532068</td>
+                    >0.20526024796247552</td>
                 
                 
                     <td
-                    id="95b63ef3"
+                    id="dce9e1de"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -13659,16 +13659,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.12840778689822208"
-                    data-value-str="0.12840778689822208"
+                    data-value-repr="0.5627293689910635"
+                    data-value-str="0.5627293689910635"
                 
                     data-column-idx="13"
                 
-                    >0.12840778689822208</td>
+                    >0.5627293689910635</td>
                 
                 
                     <td
-                    id="4e846ea0"
+                    id="db477e12"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -13689,16 +13689,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="15.290554861553263"
-                    data-value-str="15.290554861553263"
+                    data-value-repr="0.16162346805150385"
+                    data-value-str="0.16162346805150385"
                 
                     data-column-idx="14"
                 
-                    >15.290554861553263</td>
+                    >0.16162346805150385</td>
                 
                 
                     <td
-                    id="37d0b051"
+                    id="913895c6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -13719,16 +13719,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.24054336101844442"
-                    data-value-str="0.24054336101844442"
+                    data-value-repr="0.6000880071267586"
+                    data-value-str="0.6000880071267586"
                 
                     data-column-idx="15"
                 
-                    >0.24054336101844442</td>
+                    >0.6000880071267586</td>
                 
                 
                     <td
-                    id="941d4a88"
+                    id="66a368ca"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -13749,16 +13749,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="16.04126888191736"
-                    data-value-str="16.04126888191736"
+                    data-value-repr="4.847210503611619"
+                    data-value-str="4.847210503611619"
                 
                     data-column-idx="16"
                 
-                    >16.04126888191736</td>
+                    >4.847210503611619</td>
                 
                 
                     <td
-                    id="08552cf5"
+                    id="5ebf0cc8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -13779,16 +13779,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.20232209195310177"
-                    data-value-str="0.20232209195310177"
+                    data-value-repr="11.67561246696737"
+                    data-value-str="11.67561246696737"
                 
                     data-column-idx="17"
                 
-                    >0.20232209195310177</td>
+                    >11.67561246696737</td>
                 
                 
                     <td
-                    id="5510264c"
+                    id="d68cb62e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -13809,16 +13809,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="1.1459912958232732"
-                    data-value-str="1.1459912958232732"
+                    data-value-repr="0.31386521190793"
+                    data-value-str="0.31386521190793"
                 
                     data-column-idx="18"
                 
-                    >1.1459912958232732</td>
+                    >0.31386521190793</td>
                 
                 
                     <td
-                    id="27911b83"
+                    id="fd1c4260"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -13839,16 +13839,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="17.85346037913282"
-                    data-value-str="17.85346037913282"
+                    data-value-repr="10.31445118477143"
+                    data-value-str="10.31445118477143"
                 
                     data-column-idx="19"
                 
-                    >17.85346037913282</td>
+                    >10.31445118477143</td>
                 
                 
                     <td
-                    id="1f6554f0"
+                    id="669f557c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -13869,16 +13869,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.23413659825068972"
-                    data-value-str="0.23413659825068972"
+                    data-value-repr="16.61942342825039"
+                    data-value-str="16.61942342825039"
                 
                     data-column-idx="20"
                 
-                    >0.23413659825068972</td>
+                    >16.61942342825039</td>
                 
                 
                     <td
-                    id="718b1829"
+                    id="bf651be6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -13899,16 +13899,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.12476873316661377"
-                    data-value-str="0.12476873316661377"
+                    data-value-repr="2.5768644152120714"
+                    data-value-str="2.5768644152120714"
                 
                     data-column-idx="21"
                 
-                    >0.12476873316661377</td>
+                    >2.5768644152120714</td>
                 
                 
                     <td
-                    id="6c10c9be"
+                    id="609e82cb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -13929,16 +13929,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.105948792720931"
-                    data-value-str="0.105948792720931"
+                    data-value-repr="1.115910944084842"
+                    data-value-str="1.115910944084842"
                 
                     data-column-idx="22"
                 
-                    >0.105948792720931</td>
+                    >1.115910944084842</td>
                 
                 
                     <td
-                    id="e919e311"
+                    id="9047e6d7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -13959,16 +13959,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.2000301455655421"
-                    data-value-str="0.2000301455655421"
+                    data-value-repr="16.351029023810963"
+                    data-value-str="16.351029023810963"
                 
                     data-column-idx="23"
                 
-                    >0.2000301455655421</td>
+                    >16.351029023810963</td>
                 
                 
                     <td
-                    id="c29977a6"
+                    id="3b216441"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -13989,16 +13989,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.26860228214873905"
-                    data-value-str="0.26860228214873905"
+                    data-value-repr="0.5696877634330089"
+                    data-value-str="0.5696877634330089"
                 
                     data-column-idx="24"
                 
-                    >0.26860228214873905</td>
+                    >0.5696877634330089</td>
                 
                 
                     <td
-                    id="f9f99789"
+                    id="0a39427f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14019,16 +14019,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.2115903121444319"
-                    data-value-str="0.2115903121444319"
+                    data-value-repr="0.1571300371144941"
+                    data-value-str="0.1571300371144941"
                 
                     data-column-idx="25"
                 
-                    >0.2115903121444319</td>
+                    >0.1571300371144941</td>
                 
                 
                     <td
-                    id="0284637a"
+                    id="b5530a0a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14049,16 +14049,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="9.977081437020109"
-                    data-value-str="9.977081437020109"
+                    data-value-repr="0.8114806923565842"
+                    data-value-str="0.8114806923565842"
                 
                     data-column-idx="26"
                 
-                    >9.977081437020109</td>
+                    >0.8114806923565842</td>
                 
                 
                     <td
-                    id="94182746"
+                    id="ecd255ac"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14079,16 +14079,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.3198981442617155"
-                    data-value-str="0.3198981442617155"
+                    data-value-repr="24.56876705825045"
+                    data-value-str="24.56876705825045"
                 
                     data-column-idx="27"
                 
-                    >0.3198981442617155</td>
+                    >24.56876705825045</td>
                 
                 
                     <td
-                    id="033dc0c0"
+                    id="33e6486a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14109,16 +14109,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="21.216118790583756"
-                    data-value-str="21.216118790583756"
+                    data-value-repr="0.2555492196268044"
+                    data-value-str="0.2555492196268044"
                 
                     data-column-idx="28"
                 
-                    >21.216118790583756</td>
+                    >0.2555492196268044</td>
                 
                 
                     <td
-                    id="4a323877"
+                    id="b7b93201"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14139,16 +14139,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="8.588030191883556"
-                    data-value-str="8.588030191883556"
+                    data-value-repr="0.45863170779410556"
+                    data-value-str="0.45863170779410556"
                 
                     data-column-idx="29"
                 
-                    >8.588030191883556</td>
+                    >0.45863170779410556</td>
                 
                 
                     <td
-                    id="7963bb22"
+                    id="5538ea65"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14169,12 +14169,12 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.34453188040715355"
-                    data-value-str="0.34453188040715355"
+                    data-value-repr="75.72445339095493"
+                    data-value-str="75.72445339095493"
                 
                     data-column-idx="30"
                 
-                    >0.34453188040715355</td>
+                    >75.72445339095493</td>
                 
                 </tr>
             
@@ -14182,7 +14182,7 @@ to summarize each topic.
                 
                 
                     <th
-                    id="00f1f2f8"
+                    id="decdd186"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -14210,7 +14210,7 @@ to summarize each topic.
                 
                 
                     <td
-                    id="7292f203"
+                    id="37bf8f26"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14240,7 +14240,7 @@ to summarize each topic.
                 
                 
                     <td
-                    id="f9620dae"
+                    id="f295f814"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14261,16 +14261,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.16826955172026475"
-                    data-value-str="0.16826955172026475"
+                    data-value-repr="0.11010386100043744"
+                    data-value-str="0.11010386100043744"
                 
                     data-column-idx="1"
                 
-                    >0.16826955172026475</td>
+                    >0.11010386100043744</td>
                 
                 
                     <td
-                    id="35ca34a8"
+                    id="18e3bb68"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14291,16 +14291,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="5.077429197687251"
-                    data-value-str="5.077429197687251"
+                    data-value-repr="0.08523324249665148"
+                    data-value-str="0.08523324249665148"
                 
                     data-column-idx="2"
                 
-                    >5.077429197687251</td>
+                    >0.08523324249665148</td>
                 
                 
                     <td
-                    id="e378bdb3"
+                    id="f2f3d101"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14321,16 +14321,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="64.1723541846687"
-                    data-value-str="64.1723541846687"
+                    data-value-repr="0.16517802951920466"
+                    data-value-str="0.16517802951920466"
                 
                     data-column-idx="3"
                 
-                    >64.1723541846687</td>
+                    >0.16517802951920466</td>
                 
                 
                     <td
-                    id="64242852"
+                    id="bee0a2e9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14351,16 +14351,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.40684508972359995"
-                    data-value-str="0.40684508972359995"
+                    data-value-repr="7.658902978512217"
+                    data-value-str="7.658902978512217"
                 
                     data-column-idx="4"
                 
-                    >0.40684508972359995</td>
+                    >7.658902978512217</td>
                 
                 
                     <td
-                    id="e20c7c86"
+                    id="07ffce2b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14381,16 +14381,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.24021569823309177"
-                    data-value-str="0.24021569823309177"
+                    data-value-repr="0.11672431289061716"
+                    data-value-str="0.11672431289061716"
                 
                     data-column-idx="5"
                 
-                    >0.24021569823309177</td>
+                    >0.11672431289061716</td>
                 
                 
                     <td
-                    id="bc473035"
+                    id="cd23344b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14411,16 +14411,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.8907434765069684"
-                    data-value-str="0.8907434765069684"
+                    data-value-repr="0.40261495147306986"
+                    data-value-str="0.40261495147306986"
                 
                     data-column-idx="6"
                 
-                    >0.8907434765069684</td>
+                    >0.40261495147306986</td>
                 
                 
                     <td
-                    id="27716c95"
+                    id="6ecd9700"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14441,16 +14441,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="10.671376681417556"
-                    data-value-str="10.671376681417556"
+                    data-value-repr="0.2968721175525213"
+                    data-value-str="0.2968721175525213"
                 
                     data-column-idx="7"
                 
-                    >10.671376681417556</td>
+                    >0.2968721175525213</td>
                 
                 
                     <td
-                    id="57b6d760"
+                    id="06d21481"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14471,16 +14471,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.2144662117332937"
-                    data-value-str="0.2144662117332937"
+                    data-value-repr="0.550018005895662"
+                    data-value-str="0.550018005895662"
                 
                     data-column-idx="8"
                 
-                    >0.2144662117332937</td>
+                    >0.550018005895662</td>
                 
                 
                     <td
-                    id="f9a2d51a"
+                    id="f443829b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14501,16 +14501,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="2.814850533318271"
-                    data-value-str="2.814850533318271"
+                    data-value-repr="0.13101880106171923"
+                    data-value-str="0.13101880106171923"
                 
                     data-column-idx="9"
                 
-                    >2.814850533318271</td>
+                    >0.13101880106171923</td>
                 
                 
                     <td
-                    id="63793664"
+                    id="be05766c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14531,16 +14531,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="19.51469264947551"
-                    data-value-str="19.51469264947551"
+                    data-value-repr="0.19079793462871422"
+                    data-value-str="0.19079793462871422"
                 
                     data-column-idx="10"
                 
-                    >19.51469264947551</td>
+                    >0.19079793462871422</td>
                 
                 
                     <td
-                    id="cb31637c"
+                    id="ea61eafe"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14561,16 +14561,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.3746802046097473"
-                    data-value-str="0.3746802046097473"
+                    data-value-repr="0.2704916704597077"
+                    data-value-str="0.2704916704597077"
                 
                     data-column-idx="11"
                 
-                    >0.3746802046097473</td>
+                    >0.2704916704597077</td>
                 
                 
                     <td
-                    id="00d81e75"
+                    id="5dd11abd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14591,16 +14591,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="52.756398248592966"
-                    data-value-str="52.756398248592966"
+                    data-value-repr="13.519176524250405"
+                    data-value-str="13.519176524250405"
                 
                     data-column-idx="12"
                 
-                    >52.756398248592966</td>
+                    >13.519176524250405</td>
                 
                 
                     <td
-                    id="c8cb5fc2"
+                    id="973fb876"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14621,16 +14621,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.1070552431768583"
-                    data-value-str="0.1070552431768583"
+                    data-value-repr="0.3994016367537989"
+                    data-value-str="0.3994016367537989"
                 
                     data-column-idx="13"
                 
-                    >0.1070552431768583</td>
+                    >0.3994016367537989</td>
                 
                 
                     <td
-                    id="3ee27161"
+                    id="42f7a462"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14651,16 +14651,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="2.6647894098591625"
-                    data-value-str="2.6647894098591625"
+                    data-value-repr="0.20089773370803846"
+                    data-value-str="0.20089773370803846"
                 
                     data-column-idx="14"
                 
-                    >2.6647894098591625</td>
+                    >0.20089773370803846</td>
                 
                 
                     <td
-                    id="8c1f50ba"
+                    id="39c05c16"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14681,16 +14681,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="10.952656048361021"
-                    data-value-str="10.952656048361021"
+                    data-value-repr="0.29646167056791073"
+                    data-value-str="0.29646167056791073"
                 
                     data-column-idx="15"
                 
-                    >10.952656048361021</td>
+                    >0.29646167056791073</td>
                 
                 
                     <td
-                    id="f083fc21"
+                    id="fb9fa5bb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14711,16 +14711,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.6297207020063001"
-                    data-value-str="0.6297207020063001"
+                    data-value-repr="0.09402725499396017"
+                    data-value-str="0.09402725499396017"
                 
                     data-column-idx="16"
                 
-                    >0.6297207020063001</td>
+                    >0.09402725499396017</td>
                 
                 
                     <td
-                    id="ac463184"
+                    id="97663e3e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14741,16 +14741,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.40367187557997497"
-                    data-value-str="0.40367187557997497"
+                    data-value-repr="0.16638922797851846"
+                    data-value-str="0.16638922797851846"
                 
                     data-column-idx="17"
                 
-                    >0.40367187557997497</td>
+                    >0.16638922797851846</td>
                 
                 
                     <td
-                    id="2ca19832"
+                    id="25a34479"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14771,16 +14771,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="12.467396242957646"
-                    data-value-str="12.467396242957646"
+                    data-value-repr="0.19447553415968255"
+                    data-value-str="0.19447553415968255"
                 
                     data-column-idx="18"
                 
-                    >12.467396242957646</td>
+                    >0.19447553415968255</td>
                 
                 
                     <td
-                    id="86b6ce69"
+                    id="b9469b89"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14801,16 +14801,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.34666163497327224"
-                    data-value-str="0.34666163497327224"
+                    data-value-repr="29.577425335247526"
+                    data-value-str="29.577425335247526"
                 
                     data-column-idx="19"
                 
-                    >0.34666163497327224</td>
+                    >29.577425335247526</td>
                 
                 
                     <td
-                    id="2ac77dc9"
+                    id="bcd7ecf7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14831,16 +14831,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.1843716097227572"
-                    data-value-str="0.1843716097227572"
+                    data-value-repr="52.93817502831075"
+                    data-value-str="52.93817502831075"
                 
                     data-column-idx="20"
                 
-                    >0.1843716097227572</td>
+                    >52.93817502831075</td>
                 
                 
                     <td
-                    id="6e3bbd76"
+                    id="9905c013"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14861,16 +14861,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.1330875994834445"
-                    data-value-str="0.1330875994834445"
+                    data-value-repr="6.590541723977428"
+                    data-value-str="6.590541723977428"
                 
                     data-column-idx="21"
                 
-                    >0.1330875994834445</td>
+                    >6.590541723977428</td>
                 
                 
                     <td
-                    id="d3d822a6"
+                    id="9212f71b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14891,16 +14891,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.12856003976297103"
-                    data-value-str="0.12856003976297103"
+                    data-value-repr="2.391559412725222"
+                    data-value-str="2.391559412725222"
                 
                     data-column-idx="22"
                 
-                    >0.12856003976297103</td>
+                    >2.391559412725222</td>
                 
                 
                     <td
-                    id="d4c252c4"
+                    id="aed4ca9f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14921,16 +14921,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.21873900434308108"
-                    data-value-str="0.21873900434308108"
+                    data-value-repr="98.03277165182219"
+                    data-value-str="98.03277165182219"
                 
                     data-column-idx="23"
                 
-                    >0.21873900434308108</td>
+                    >98.03277165182219</td>
                 
                 
                     <td
-                    id="7f13dc1d"
+                    id="aa445eb4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14951,16 +14951,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="18.25276336585637"
-                    data-value-str="18.25276336585637"
+                    data-value-repr="0.11461123970196017"
+                    data-value-str="0.11461123970196017"
                 
                     data-column-idx="24"
                 
-                    >18.25276336585637</td>
+                    >0.11461123970196017</td>
                 
                 
                     <td
-                    id="7f2f8fca"
+                    id="81791e31"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14981,16 +14981,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.5591992231320541"
-                    data-value-str="0.5591992231320541"
+                    data-value-repr="0.13888582533168803"
+                    data-value-str="0.13888582533168803"
                 
                     data-column-idx="25"
                 
-                    >0.5591992231320541</td>
+                    >0.13888582533168803</td>
                 
                 
                     <td
-                    id="a9669616"
+                    id="92f353fc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15011,16 +15011,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="19.750211819245617"
-                    data-value-str="19.750211819245617"
+                    data-value-repr="0.17858113795054378"
+                    data-value-str="0.17858113795054378"
                 
                     data-column-idx="26"
                 
-                    >19.750211819245617</td>
+                    >0.17858113795054378</td>
                 
                 
                     <td
-                    id="69f9845d"
+                    id="372b6eb8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15041,16 +15041,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.20532606037257908"
-                    data-value-str="0.20532606037257908"
+                    data-value-repr="11.987530515306887"
+                    data-value-str="11.987530515306887"
                 
                     data-column-idx="27"
                 
-                    >0.20532606037257908</td>
+                    >11.987530515306887</td>
                 
                 
                     <td
-                    id="60a5ecef"
+                    id="5f6afd8a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15071,16 +15071,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.14774570116318925"
-                    data-value-str="0.14774570116318925"
+                    data-value-repr="0.30691484778916994"
+                    data-value-str="0.30691484778916994"
                 
                     data-column-idx="28"
                 
-                    >0.14774570116318925</td>
+                    >0.30691484778916994</td>
                 
                 
                     <td
-                    id="0f56c6e7"
+                    id="477d2ccf"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15101,16 +15101,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="2.750373611768258"
-                    data-value-str="2.750373611768258"
+                    data-value-repr="0.7190797996432664"
+                    data-value-str="0.7190797996432664"
                 
                     data-column-idx="29"
                 
-                    >2.750373611768258</td>
+                    >0.7190797996432664</td>
                 
                 
                     <td
-                    id="d0525fb0"
+                    id="ec3a4f9d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15131,12 +15131,12 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.7953475727345906"
-                    data-value-str="0.7953475727345906"
+                    data-value-repr="0.17513711433159"
+                    data-value-str="0.17513711433159"
                 
                     data-column-idx="30"
                 
-                    >0.7953475727345906</td>
+                    >0.17513711433159</td>
                 
                 </tr>
             
@@ -15144,7 +15144,7 @@ to summarize each topic.
                 
                 
                     <th
-                    id="f258f861"
+                    id="5392e7ab"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -15172,7 +15172,7 @@ to summarize each topic.
                 
                 
                     <td
-                    id="29c57aff"
+                    id="23d82274"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15214,7 +15214,7 @@ to summarize each topic.
                 
                 
                     <td
-                    id="88948a6d"
+                    id="59cbd406"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15235,16 +15235,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.18181580622364452"
-                    data-value-str="0.18181580622364452"
+                    data-value-repr="20.073477453746843"
+                    data-value-str="20.073477453746843"
                 
                     data-column-idx="1"
                 
-                    >0.18181580622364452</td>
+                    >20.073477453746843</td>
                 
                 
                     <td
-                    id="135d386c"
+                    id="794f06c2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15265,16 +15265,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.22759719327475716"
-                    data-value-str="0.22759719327475716"
+                    data-value-repr="0.12264466090935953"
+                    data-value-str="0.12264466090935953"
                 
                     data-column-idx="2"
                 
-                    >0.22759719327475716</td>
+                    >0.12264466090935953</td>
                 
                 
                     <td
-                    id="f107209f"
+                    id="9866b52e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15295,16 +15295,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="5.449954598491236"
-                    data-value-str="5.449954598491236"
+                    data-value-repr="0.36766435354815247"
+                    data-value-str="0.36766435354815247"
                 
                     data-column-idx="3"
                 
-                    >5.449954598491236</td>
+                    >0.36766435354815247</td>
                 
                 
                     <td
-                    id="ac1bdcb2"
+                    id="3e300006"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15325,16 +15325,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.27278059725619613"
-                    data-value-str="0.27278059725619613"
+                    data-value-repr="4.112791434544245"
+                    data-value-str="4.112791434544245"
                 
                     data-column-idx="4"
                 
-                    >0.27278059725619613</td>
+                    >4.112791434544245</td>
                 
                 
                     <td
-                    id="6748451b"
+                    id="1ba4f70b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15355,16 +15355,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.21869771518225112"
-                    data-value-str="0.21869771518225112"
+                    data-value-repr="0.12136474852069773"
+                    data-value-str="0.12136474852069773"
                 
                     data-column-idx="5"
                 
-                    >0.21869771518225112</td>
+                    >0.12136474852069773</td>
                 
                 
                     <td
-                    id="faf0af85"
+                    id="0cf3b669"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15385,16 +15385,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.1291384429670262"
-                    data-value-str="0.1291384429670262"
+                    data-value-repr="22.701435629469465"
+                    data-value-str="22.701435629469465"
                 
                     data-column-idx="6"
                 
-                    >0.1291384429670262</td>
+                    >22.701435629469465</td>
                 
                 
                     <td
-                    id="74a51002"
+                    id="2a0f0c36"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15415,16 +15415,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.7067718880426017"
-                    data-value-str="0.7067718880426017"
+                    data-value-repr="26.839189525550868"
+                    data-value-str="26.839189525550868"
                 
                     data-column-idx="7"
                 
-                    >0.7067718880426017</td>
+                    >26.839189525550868</td>
                 
                 
                     <td
-                    id="836e6c6e"
+                    id="cc858a25"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15445,16 +15445,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.5044095737502281"
-                    data-value-str="0.5044095737502281"
+                    data-value-repr="0.11433843158966062"
+                    data-value-str="0.11433843158966062"
                 
                     data-column-idx="8"
                 
-                    >0.5044095737502281</td>
+                    >0.11433843158966062</td>
                 
                 
                     <td
-                    id="85adf695"
+                    id="fb1ae8fa"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15475,16 +15475,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.22101315964956791"
-                    data-value-str="0.22101315964956791"
+                    data-value-repr="0.2548276465522187"
+                    data-value-str="0.2548276465522187"
                 
                     data-column-idx="9"
                 
-                    >0.22101315964956791</td>
+                    >0.2548276465522187</td>
                 
                 
                     <td
-                    id="ab96c2ad"
+                    id="64759c49"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15505,16 +15505,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.44492835069883874"
-                    data-value-str="0.44492835069883874"
+                    data-value-repr="16.011226865379644"
+                    data-value-str="16.011226865379644"
                 
                     data-column-idx="10"
                 
-                    >0.44492835069883874</td>
+                    >16.011226865379644</td>
                 
                 
                     <td
-                    id="db4c3daf"
+                    id="0518aef1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15535,16 +15535,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.1430479801043915"
-                    data-value-str="0.1430479801043915"
+                    data-value-repr="0.1647572731772364"
+                    data-value-str="0.1647572731772364"
                 
                     data-column-idx="11"
                 
-                    >0.1430479801043915</td>
+                    >0.1647572731772364</td>
                 
                 
                     <td
-                    id="63d02c8b"
+                    id="4dde43dc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15565,16 +15565,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.10588545838576859"
-                    data-value-str="0.10588545838576859"
+                    data-value-repr="0.11955982699665502"
+                    data-value-str="0.11955982699665502"
                 
                     data-column-idx="12"
                 
-                    >0.10588545838576859</td>
+                    >0.11955982699665502</td>
                 
                 
                     <td
-                    id="fc8cca80"
+                    id="979885eb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15595,16 +15595,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.19718402571634427"
-                    data-value-str="0.19718402571634427"
+                    data-value-repr="0.10444038592974565"
+                    data-value-str="0.10444038592974565"
                 
                     data-column-idx="13"
                 
-                    >0.19718402571634427</td>
+                    >0.10444038592974565</td>
                 
                 
                     <td
-                    id="c123eb86"
+                    id="682d080c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15625,16 +15625,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.8133130403087566"
-                    data-value-str="0.8133130403087566"
+                    data-value-repr="0.14187091824527925"
+                    data-value-str="0.14187091824527925"
                 
                     data-column-idx="14"
                 
-                    >0.8133130403087566</td>
+                    >0.14187091824527925</td>
                 
                 
                     <td
-                    id="a5afefbe"
+                    id="29430b1d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15655,16 +15655,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="5.062009953296899"
-                    data-value-str="5.062009953296899"
+                    data-value-repr="0.13805234219541979"
+                    data-value-str="0.13805234219541979"
                 
                     data-column-idx="15"
                 
-                    >5.062009953296899</td>
+                    >0.13805234219541979</td>
                 
                 
                     <td
-                    id="8e71b75c"
+                    id="5beb7ff0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15685,16 +15685,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="23.820436181908452"
-                    data-value-str="23.820436181908452"
+                    data-value-repr="0.240613704903455"
+                    data-value-str="0.240613704903455"
                 
                     data-column-idx="16"
                 
-                    >23.820436181908452</td>
+                    >0.240613704903455</td>
                 
                 
                     <td
-                    id="26494864"
+                    id="24c99be1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15715,16 +15715,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="22.454104670562433"
-                    data-value-str="22.454104670562433"
+                    data-value-repr="1.5623262065487757"
+                    data-value-str="1.5623262065487757"
                 
                     data-column-idx="17"
                 
-                    >22.454104670562433</td>
+                    >1.5623262065487757</td>
                 
                 
                     <td
-                    id="64447ba8"
+                    id="5ed89c5f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15745,16 +15745,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="6.316973631021245"
-                    data-value-str="6.316973631021245"
+                    data-value-repr="0.1722741319568959"
+                    data-value-str="0.1722741319568959"
                 
                     data-column-idx="18"
                 
-                    >6.316973631021245</td>
+                    >0.1722741319568959</td>
                 
                 
                     <td
-                    id="f6e016f6"
+                    id="1d37665c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15775,16 +15775,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="32.82469126104223"
-                    data-value-str="32.82469126104223"
+                    data-value-repr="2.1097057904846466"
+                    data-value-str="2.1097057904846466"
                 
                     data-column-idx="19"
                 
-                    >32.82469126104223</td>
+                    >2.1097057904846466</td>
                 
                 
                     <td
-                    id="2fbeca0a"
+                    id="e9ab683b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15805,16 +15805,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="7.280053413001421"
-                    data-value-str="7.280053413001421"
+                    data-value-repr="3.2964747359609623"
+                    data-value-str="3.2964747359609623"
                 
                     data-column-idx="20"
                 
-                    >7.280053413001421</td>
+                    >3.2964747359609623</td>
                 
                 
                     <td
-                    id="7980b7a4"
+                    id="88bb5c0e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15835,16 +15835,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.11685910360006224"
-                    data-value-str="0.11685910360006224"
+                    data-value-repr="0.5912828600393506"
+                    data-value-str="0.5912828600393506"
                 
                     data-column-idx="21"
                 
-                    >0.11685910360006224</td>
+                    >0.5912828600393506</td>
                 
                 
                     <td
-                    id="38348aec"
+                    id="14dcb955"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15865,16 +15865,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.4875549386225685"
-                    data-value-str="0.4875549386225685"
+                    data-value-repr="0.12768481630663608"
+                    data-value-str="0.12768481630663608"
                 
                     data-column-idx="22"
                 
-                    >0.4875549386225685</td>
+                    >0.12768481630663608</td>
                 
                 
                     <td
-                    id="181c6005"
+                    id="2100c4fd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15895,16 +15895,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.263211526620003"
-                    data-value-str="0.263211526620003"
+                    data-value-repr="0.25061538647440734"
+                    data-value-str="0.25061538647440734"
                 
                     data-column-idx="23"
                 
-                    >0.263211526620003</td>
+                    >0.25061538647440734</td>
                 
                 
                     <td
-                    id="c1220700"
+                    id="475fd2c3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15925,16 +15925,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.1421308971268618"
-                    data-value-str="0.1421308971268618"
+                    data-value-repr="0.16979088626746588"
+                    data-value-str="0.16979088626746588"
                 
                     data-column-idx="24"
                 
-                    >0.1421308971268618</td>
+                    >0.16979088626746588</td>
                 
                 
                     <td
-                    id="bb91ad41"
+                    id="6f9a9a14"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15955,16 +15955,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.14780165618051605"
-                    data-value-str="0.14780165618051605"
+                    data-value-repr="0.08982847063300312"
+                    data-value-str="0.08982847063300312"
                 
                     data-column-idx="25"
                 
-                    >0.14780165618051605</td>
+                    >0.08982847063300312</td>
                 
                 
                     <td
-                    id="73d272a7"
+                    id="f3d291dd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -15985,16 +15985,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.39359102160767817"
-                    data-value-str="0.39359102160767817"
+                    data-value-repr="0.2073809729187634"
+                    data-value-str="0.2073809729187634"
                 
                     data-column-idx="26"
                 
-                    >0.39359102160767817</td>
+                    >0.2073809729187634</td>
                 
                 
                     <td
-                    id="12df0d69"
+                    id="c7db7c28"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -16015,16 +16015,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.31233873214811164"
-                    data-value-str="0.31233873214811164"
+                    data-value-repr="3.647160364743372"
+                    data-value-str="3.647160364743372"
                 
                     data-column-idx="27"
                 
-                    >0.31233873214811164</td>
+                    >3.647160364743372</td>
                 
                 
                     <td
-                    id="265b6ce5"
+                    id="5fa8137d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -16045,16 +16045,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.2255127735672744"
-                    data-value-str="0.2255127735672744"
+                    data-value-repr="0.4954565682586168"
+                    data-value-str="0.4954565682586168"
                 
                     data-column-idx="28"
                 
-                    >0.2255127735672744</td>
+                    >0.4954565682586168</td>
                 
                 
                     <td
-                    id="ad741449"
+                    id="1ac050ab"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -16075,16 +16075,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="5.552176599781101"
-                    data-value-str="5.552176599781101"
+                    data-value-repr="1.8451523319134862"
+                    data-value-str="1.8451523319134862"
                 
                     data-column-idx="29"
                 
-                    >5.552176599781101</td>
+                    >1.8451523319134862</td>
                 
                 
                     <td
-                    id="07564552"
+                    id="9d005166"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -16105,12 +16105,12 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.4840142654392863"
-                    data-value-str="0.4840142654392863"
+                    data-value-repr="9.30661009817561"
+                    data-value-str="9.30661009817561"
                 
                     data-column-idx="30"
                 
-                    >0.4840142654392863</td>
+                    >9.30661009817561</td>
                 
                 </tr>
             
@@ -16118,7 +16118,7 @@ to summarize each topic.
                 
                 
                     <th
-                    id="46443e2c"
+                    id="c96e1d6b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -16146,7 +16146,7 @@ to summarize each topic.
                 
                 
                     <td
-                    id="037ebdba"
+                    id="06911329"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -16176,7 +16176,7 @@ to summarize each topic.
                 
                 
                     <td
-                    id="6113c56b"
+                    id="191b072c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -16197,16 +16197,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.10406233756958301"
-                    data-value-str="0.10406233756958301"
+                    data-value-repr="5.997156929539929"
+                    data-value-str="5.997156929539929"
                 
                     data-column-idx="1"
                 
-                    >0.10406233756958301</td>
+                    >5.997156929539929</td>
                 
                 
                     <td
-                    id="b2500b75"
+                    id="2acd2c9e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -16227,16 +16227,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.2200442734531758"
-                    data-value-str="0.2200442734531758"
+                    data-value-repr="1.8231686315960958"
+                    data-value-str="1.8231686315960958"
                 
                     data-column-idx="2"
                 
-                    >0.2200442734531758</td>
+                    >1.8231686315960958</td>
                 
                 
                     <td
-                    id="41e913d3"
+                    id="21647f8e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -16257,16 +16257,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.1149557236888766"
-                    data-value-str="0.1149557236888766"
+                    data-value-repr="0.12552615359103558"
+                    data-value-str="0.12552615359103558"
                 
                     data-column-idx="3"
                 
-                    >0.1149557236888766</td>
+                    >0.12552615359103558</td>
                 
                 
                     <td
-                    id="b4850207"
+                    id="5e25ed0c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -16287,16 +16287,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.2686483710945299"
-                    data-value-str="0.2686483710945299"
+                    data-value-repr="0.2366804404905119"
+                    data-value-str="0.2366804404905119"
                 
                     data-column-idx="4"
                 
-                    >0.2686483710945299</td>
+                    >0.2366804404905119</td>
                 
                 
                     <td
-                    id="39432941"
+                    id="a580e49e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -16317,16 +16317,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.1122140162477426"
-                    data-value-str="0.1122140162477426"
+                    data-value-repr="0.6251150959803671"
+                    data-value-str="0.6251150959803671"
                 
                     data-column-idx="5"
                 
-                    >0.1122140162477426</td>
+                    >0.6251150959803671</td>
                 
                 
                     <td
-                    id="4732e610"
+                    id="1c8793e2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -16347,16 +16347,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="8.502453505304539"
-                    data-value-str="8.502453505304539"
+                    data-value-repr="14.703948484872223"
+                    data-value-str="14.703948484872223"
                 
                     data-column-idx="6"
                 
-                    >8.502453505304539</td>
+                    >14.703948484872223</td>
                 
                 
                     <td
-                    id="a04e6285"
+                    id="7e9d5a99"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -16377,16 +16377,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="7.0543480095042925"
-                    data-value-str="7.0543480095042925"
+                    data-value-repr="2.451377038052125"
+                    data-value-str="2.451377038052125"
                 
                     data-column-idx="7"
                 
-                    >7.0543480095042925</td>
+                    >2.451377038052125</td>
                 
                 
                     <td
-                    id="6b95321b"
+                    id="8faf9235"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -16407,16 +16407,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.11605965732179317"
-                    data-value-str="0.11605965732179317"
+                    data-value-repr="25.260762761804227"
+                    data-value-str="25.260762761804227"
                 
                     data-column-idx="8"
                 
-                    >0.11605965732179317</td>
+                    >25.260762761804227</td>
                 
                 
                     <td
-                    id="bb3eaea9"
+                    id="991671c2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -16437,16 +16437,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.4421988189351609"
-                    data-value-str="0.4421988189351609"
+                    data-value-repr="10.274560079488323"
+                    data-value-str="10.274560079488323"
                 
                     data-column-idx="9"
                 
-                    >0.4421988189351609</td>
+                    >10.274560079488323</td>
                 
                 
                     <td
-                    id="697f6c30"
+                    id="713f8639"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -16467,16 +16467,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="2.8370832700322763"
-                    data-value-str="2.8370832700322763"
+                    data-value-repr="0.11811610754105824"
+                    data-value-str="0.11811610754105824"
                 
                     data-column-idx="10"
                 
-                    >2.8370832700322763</td>
+                    >0.11811610754105824</td>
                 
                 
                     <td
-                    id="76728657"
+                    id="708f7524"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -16497,16 +16497,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.6499429766121837"
-                    data-value-str="0.6499429766121837"
+                    data-value-repr="0.27334048575029046"
+                    data-value-str="0.27334048575029046"
                 
                     data-column-idx="11"
                 
-                    >0.6499429766121837</td>
+                    >0.27334048575029046</td>
                 
                 
                     <td
-                    id="4085493d"
+                    id="343f2490"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -16527,16 +16527,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="50.07434639132237"
-                    data-value-str="50.07434639132237"
+                    data-value-repr="13.388324132899472"
+                    data-value-str="13.388324132899472"
                 
                     data-column-idx="12"
                 
-                    >50.07434639132237</td>
+                    >13.388324132899472</td>
                 
                 
                     <td
-                    id="5a7fe3b2"
+                    id="a5f2d3e2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -16557,16 +16557,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.21720252376059193"
-                    data-value-str="0.21720252376059193"
+                    data-value-repr="0.24044989045366813"
+                    data-value-str="0.24044989045366813"
                 
                     data-column-idx="13"
                 
-                    >0.21720252376059193</td>
+                    >0.24044989045366813</td>
                 
                 
                     <td
-                    id="6c9cb189"
+                    id="59f95bfc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -16587,16 +16587,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.18136935983869004"
-                    data-value-str="0.18136935983869004"
+                    data-value-repr="0.276457738641399"
+                    data-value-str="0.276457738641399"
                 
                     data-column-idx="14"
                 
-                    >0.18136935983869004</td>
+                    >0.276457738641399</td>
                 
                 
                     <td
-                    id="0a957705"
+                    id="b21ed39e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -16617,16 +16617,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.17538522312831187"
-                    data-value-str="0.17538522312831187"
+                    data-value-repr="1.7882879220504149"
+                    data-value-str="1.7882879220504149"
                 
                     data-column-idx="15"
                 
-                    >0.17538522312831187</td>
+                    >1.7882879220504149</td>
                 
                 
                     <td
-                    id="bff89311"
+                    id="d34f3cf3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -16647,16 +16647,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="18.16940242298151"
-                    data-value-str="18.16940242298151"
+                    data-value-repr="0.14740362166555268"
+                    data-value-str="0.14740362166555268"
                 
                     data-column-idx="16"
                 
-                    >18.16940242298151</td>
+                    >0.14740362166555268</td>
                 
                 
                     <td
-                    id="ce9491d1"
+                    id="bb2a3f04"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -16677,16 +16677,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.16454097820056124"
-                    data-value-str="0.16454097820056124"
+                    data-value-repr="0.13073553818473022"
+                    data-value-str="0.13073553818473022"
                 
                     data-column-idx="17"
                 
-                    >0.16454097820056124</td>
+                    >0.13073553818473022</td>
                 
                 
                     <td
-                    id="f336f0f8"
+                    id="b09fe9c4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -16707,16 +16707,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.9063196365923761"
-                    data-value-str="0.9063196365923761"
+                    data-value-repr="1.225822869154379"
+                    data-value-str="1.225822869154379"
                 
                     data-column-idx="18"
                 
-                    >0.9063196365923761</td>
+                    >1.225822869154379</td>
                 
                 
                     <td
-                    id="d0fbf037"
+                    id="b3feead8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -16737,16 +16737,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="1.2825965532368135"
-                    data-value-str="1.2825965532368135"
+                    data-value-repr="0.12601882732114683"
+                    data-value-str="0.12601882732114683"
                 
                     data-column-idx="19"
                 
-                    >1.2825965532368135</td>
+                    >0.12601882732114683</td>
                 
                 
                     <td
-                    id="8467427d"
+                    id="156fe0b7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -16767,16 +16767,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.15723245551082196"
-                    data-value-str="0.15723245551082196"
+                    data-value-repr="0.17083624930646651"
+                    data-value-str="0.17083624930646651"
                 
                     data-column-idx="20"
                 
-                    >0.15723245551082196</td>
+                    >0.17083624930646651</td>
                 
                 
                     <td
-                    id="a188e523"
+                    id="3a0f453f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -16797,16 +16797,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.09590158386978391"
-                    data-value-str="0.09590158386978391"
+                    data-value-repr="0.7905329942247151"
+                    data-value-str="0.7905329942247151"
                 
                     data-column-idx="21"
                 
-                    >0.09590158386978391</td>
+                    >0.7905329942247151</td>
                 
                 
                     <td
-                    id="90771f01"
+                    id="9f9aa9c2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -16827,16 +16827,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.1298425791206101"
-                    data-value-str="0.1298425791206101"
+                    data-value-repr="6.239186999421934"
+                    data-value-str="6.239186999421934"
                 
                     data-column-idx="22"
                 
-                    >0.1298425791206101</td>
+                    >6.239186999421934</td>
                 
                 
                     <td
-                    id="6e50c6a3"
+                    id="260005ae"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -16857,16 +16857,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.1825393471251839"
-                    data-value-str="0.1825393471251839"
+                    data-value-repr="0.11618765781066338"
+                    data-value-str="0.11618765781066338"
                 
                     data-column-idx="23"
                 
-                    >0.1825393471251839</td>
+                    >0.11618765781066338</td>
                 
                 
                     <td
-                    id="13667cb4"
+                    id="8d1ed15f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -16887,16 +16887,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="1.2194718952937877"
-                    data-value-str="1.2194718952937877"
+                    data-value-repr="0.7581305097439807"
+                    data-value-str="0.7581305097439807"
                 
                     data-column-idx="24"
                 
-                    >1.2194718952937877</td>
+                    >0.7581305097439807</td>
                 
                 
                     <td
-                    id="61f839f1"
+                    id="469c0afa"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -16917,16 +16917,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="7.51992983785358"
-                    data-value-str="7.51992983785358"
+                    data-value-repr="0.15318930308952486"
+                    data-value-str="0.15318930308952486"
                 
                     data-column-idx="25"
                 
-                    >7.51992983785358</td>
+                    >0.15318930308952486</td>
                 
                 
                     <td
-                    id="97e18ac4"
+                    id="f4c0e35e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -16947,16 +16947,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.29672333609072765"
-                    data-value-str="0.29672333609072765"
+                    data-value-repr="13.44938505452583"
+                    data-value-str="13.44938505452583"
                 
                     data-column-idx="26"
                 
-                    >0.29672333609072765</td>
+                    >13.44938505452583</td>
                 
                 
                     <td
-                    id="a5b6c8de"
+                    id="1485b737"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -16977,16 +16977,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="1.5780406733857013"
-                    data-value-str="1.5780406733857013"
+                    data-value-repr="0.21196746176596207"
+                    data-value-str="0.21196746176596207"
                 
                     data-column-idx="27"
                 
-                    >1.5780406733857013</td>
+                    >0.21196746176596207</td>
                 
                 
                     <td
-                    id="f5e81b98"
+                    id="02cd1716"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -17007,16 +17007,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.10465260604555873"
-                    data-value-str="0.10465260604555873"
+                    data-value-repr="1.3112854705291117"
+                    data-value-str="1.3112854705291117"
                 
                     data-column-idx="28"
                 
-                    >0.10465260604555873</td>
+                    >1.3112854705291117</td>
                 
                 
                     <td
-                    id="7d5c8c1b"
+                    id="2b3c753c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -17037,16 +17037,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.459048617445692"
-                    data-value-str="0.459048617445692"
+                    data-value-repr="0.8865084335196096"
+                    data-value-str="0.8865084335196096"
                 
                     data-column-idx="29"
                 
-                    >0.459048617445692</td>
+                    >0.8865084335196096</td>
                 
                 
                     <td
-                    id="3480c20d"
+                    id="4cce3434"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -17067,12 +17067,12 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.1634422672471313"
-                    data-value-str="0.1634422672471313"
+                    data-value-repr="0.19953595858372522"
+                    data-value-str="0.19953595858372522"
                 
                     data-column-idx="30"
                 
-                    >0.1634422672471313</td>
+                    >0.19953595858372522</td>
                 
                 </tr>
             
@@ -17080,7 +17080,7 @@ to summarize each topic.
                 
                 
                     <th
-                    id="ebf1920d"
+                    id="0fa28ea5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -17108,7 +17108,7 @@ to summarize each topic.
                 
                 
                     <td
-                    id="7beadeeb"
+                    id="4ea2bf9d"
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                     data-role="dataframe-data"
@@ -17138,7 +17138,7 @@ to summarize each topic.
                 
                 
                     <td
-                    id="6ddfcbb6"
+                    id="6e585ab6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -17159,16 +17159,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.3789972440588548"
-                    data-value-str="0.3789972440588548"
+                    data-value-repr="24.72361965792691"
+                    data-value-str="24.72361965792691"
                 
                     data-column-idx="1"
                 
-                    >0.3789972440588548</td>
+                    >24.72361965792691</td>
                 
                 
                     <td
-                    id="5c13acad"
+                    id="02cb09f6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -17189,16 +17189,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="3.752258821538099"
-                    data-value-str="3.752258821538099"
+                    data-value-repr="0.2527312455870918"
+                    data-value-str="0.2527312455870918"
                 
                     data-column-idx="2"
                 
-                    >3.752258821538099</td>
+                    >0.2527312455870918</td>
                 
                 
                     <td
-                    id="2a300cd5"
+                    id="59c8c099"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -17219,16 +17219,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="55.19238392332715"
-                    data-value-str="55.19238392332715"
+                    data-value-repr="31.91208618826044"
+                    data-value-str="31.91208618826044"
                 
                     data-column-idx="3"
                 
-                    >55.19238392332715</td>
+                    >31.91208618826044</td>
                 
                 
                     <td
-                    id="d20339d9"
+                    id="8813275a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -17249,16 +17249,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.8441390951417602"
-                    data-value-str="0.8441390951417602"
+                    data-value-repr="47.14298053809517"
+                    data-value-str="47.14298053809517"
                 
                     data-column-idx="4"
                 
-                    >0.8441390951417602</td>
+                    >47.14298053809517</td>
                 
                 
                     <td
-                    id="ca5ad18e"
+                    id="9b7d0b94"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -17279,16 +17279,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.2970116831980563"
-                    data-value-str="0.2970116831980563"
+                    data-value-repr="0.5127813353812092"
+                    data-value-str="0.5127813353812092"
                 
                     data-column-idx="5"
                 
-                    >0.2970116831980563</td>
+                    >0.5127813353812092</td>
                 
                 
                     <td
-                    id="fe9c40ab"
+                    id="f3af781b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -17309,16 +17309,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="27.828529254777063"
-                    data-value-str="27.828529254777063"
+                    data-value-repr="3.595629084596596"
+                    data-value-str="3.595629084596596"
                 
                     data-column-idx="6"
                 
-                    >27.828529254777063</td>
+                    >3.595629084596596</td>
                 
                 
                     <td
-                    id="a43c07e0"
+                    id="a2da35ba"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -17339,16 +17339,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.8767336549915553"
-                    data-value-str="0.8767336549915553"
+                    data-value-repr="33.900466839383554"
+                    data-value-str="33.900466839383554"
                 
                     data-column-idx="7"
                 
-                    >0.8767336549915553</td>
+                    >33.900466839383554</td>
                 
                 
                     <td
-                    id="ed04a616"
+                    id="518b1c61"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -17369,16 +17369,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="180.16553020873087"
-                    data-value-str="180.16553020873087"
+                    data-value-repr="21.02966431562732"
+                    data-value-str="21.02966431562732"
                 
                     data-column-idx="8"
                 
-                    >180.16553020873087</td>
+                    >21.02966431562732</td>
                 
                 
                     <td
-                    id="33ba4d31"
+                    id="c86fc8bb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -17399,16 +17399,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="19.508295793077394"
-                    data-value-str="19.508295793077394"
+                    data-value-repr="0.3873996765896047"
+                    data-value-str="0.3873996765896047"
                 
                     data-column-idx="9"
                 
-                    >19.508295793077394</td>
+                    >0.3873996765896047</td>
                 
                 
                     <td
-                    id="50c18f69"
+                    id="0ad08d7b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -17429,16 +17429,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="20.39476010416119"
-                    data-value-str="20.39476010416119"
+                    data-value-repr="4.978082465597027"
+                    data-value-str="4.978082465597027"
                 
                     data-column-idx="10"
                 
-                    >20.39476010416119</td>
+                    >4.978082465597027</td>
                 
                 
                     <td
-                    id="49a94fe4"
+                    id="9ee6edf7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -17459,16 +17459,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="16.591375674275167"
-                    data-value-str="16.591375674275167"
+                    data-value-repr="1.1184555155619542"
+                    data-value-str="1.1184555155619542"
                 
                     data-column-idx="11"
                 
-                    >16.591375674275167</td>
+                    >1.1184555155619542</td>
                 
                 
                     <td
-                    id="e2994b0f"
+                    id="3188f775"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -17489,16 +17489,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.8346392579262896"
-                    data-value-str="0.8346392579262896"
+                    data-value-repr="0.4348630955290656"
+                    data-value-str="0.4348630955290656"
                 
                     data-column-idx="12"
                 
-                    >0.8346392579262896</td>
+                    >0.4348630955290656</td>
                 
                 
                     <td
-                    id="11061277"
+                    id="e908ddda"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -17519,16 +17519,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.14718946525579474"
-                    data-value-str="0.14718946525579474"
+                    data-value-repr="0.24838865551247732"
+                    data-value-str="0.24838865551247732"
                 
                     data-column-idx="13"
                 
-                    >0.14718946525579474</td>
+                    >0.24838865551247732</td>
                 
                 
                     <td
-                    id="b9657870"
+                    id="dbd0d519"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -17549,16 +17549,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.2597504905403597"
-                    data-value-str="0.2597504905403597"
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+                    data-value-str="7.631663796336496"
                 
                     data-column-idx="14"
                 
-                    >0.2597504905403597</td>
+                    >7.631663796336496</td>
                 
                 
                     <td
-                    id="3fda1380"
+                    id="d514de48"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -17579,16 +17579,16 @@ to summarize each topic.
 
                     rowspan="1"
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-                    data-value-repr="59.43363686708932"
-                    data-value-str="59.43363686708932"
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                     data-column-idx="15"
                 
-                    >59.43363686708932</td>
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                     <td
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                     data-role="dataframe-data"
@@ -17609,16 +17609,16 @@ to summarize each topic.
 
                     rowspan="1"
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-                    data-value-str="22.093284307309116"
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                     data-column-idx="16"
                 
-                    >22.093284307309116</td>
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                     <td
-                    id="d64d16b5"
+                    id="a38c63b9"
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                     data-role="dataframe-data"
@@ -17639,16 +17639,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="21.975091166201693"
-                    data-value-str="21.975091166201693"
+                    data-value-repr="50.43031221399714"
+                    data-value-str="50.43031221399714"
                 
                     data-column-idx="17"
                 
-                    >21.975091166201693</td>
+                    >50.43031221399714</td>
                 
                 
                     <td
-                    id="bd9f6465"
+                    id="f8748194"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -17669,16 +17669,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="7.314436455145614"
-                    data-value-str="7.314436455145614"
+                    data-value-repr="2.987152293977739"
+                    data-value-str="2.987152293977739"
                 
                     data-column-idx="18"
                 
-                    >7.314436455145614</td>
+                    >2.987152293977739</td>
                 
                 
                     <td
-                    id="090f931d"
+                    id="dc99d908"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -17699,16 +17699,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="54.69718136902616"
-                    data-value-str="54.69718136902616"
+                    data-value-repr="54.28862687085375"
+                    data-value-str="54.28862687085375"
                 
                     data-column-idx="19"
                 
-                    >54.69718136902616</td>
+                    >54.28862687085375</td>
                 
                 
                     <td
-                    id="d0f69db6"
+                    id="728ea981"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -17729,16 +17729,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="6.005068593925315"
-                    data-value-str="6.005068593925315"
+                    data-value-repr="81.07745437762335"
+                    data-value-str="81.07745437762335"
                 
                     data-column-idx="20"
                 
-                    >6.005068593925315</td>
+                    >81.07745437762335</td>
                 
                 
                     <td
-                    id="6f5359fb"
+                    id="763d38ca"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -17759,16 +17759,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.46502580896536183"
-                    data-value-str="0.46502580896536183"
+                    data-value-repr="19.62979527828488"
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                     data-column-idx="21"
                 
-                    >0.46502580896536183</td>
+                    >19.62979527828488</td>
                 
                 
                     <td
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                     data-role="dataframe-data"
@@ -17789,16 +17789,16 @@ to summarize each topic.
 
                     rowspan="1"
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-                    data-value-repr="0.1650010305823335"
-                    data-value-str="0.1650010305823335"
+                    data-value-repr="31.321155308270384"
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                     data-column-idx="22"
                 
-                    >0.1650010305823335</td>
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                     <td
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                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -17819,16 +17819,16 @@ to summarize each topic.
 
                     rowspan="1"
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-                    data-value-repr="12.622821361271225"
-                    data-value-str="12.622821361271225"
+                    data-value-repr="16.807690553055924"
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                     data-column-idx="23"
                 
-                    >12.622821361271225</td>
+                    >16.807690553055924</td>
                 
                 
                     <td
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                     data-role="dataframe-data"
@@ -17849,16 +17849,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="8.566726761803992"
-                    data-value-str="8.566726761803992"
+                    data-value-repr="0.38018545077503085"
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                     data-column-idx="24"
                 
-                    >8.566726761803992</td>
+                    >0.38018545077503085</td>
                 
                 
                     <td
-                    id="41b0abc7"
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                     data-role="dataframe-data"
@@ -17879,16 +17879,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="1.086078113550312"
-                    data-value-str="1.086078113550312"
+                    data-value-repr="0.23496493225489642"
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                     data-column-idx="25"
                 
-                    >1.086078113550312</td>
+                    >0.23496493225489642</td>
                 
                 
                     <td
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                     data-role="dataframe-data"
@@ -17909,16 +17909,16 @@ to summarize each topic.
 
                     rowspan="1"
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-                    data-value-repr="3.299270745462546"
-                    data-value-str="3.299270745462546"
+                    data-value-repr="20.881032819692358"
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                     data-column-idx="26"
                 
-                    >3.299270745462546</td>
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                     <td
-                    id="9d71e5aa"
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                     data-role="dataframe-data"
@@ -17939,16 +17939,16 @@ to summarize each topic.
 
                     rowspan="1"
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-                    data-value-str="20.201969116411686"
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                     data-column-idx="27"
                 
-                    >20.201969116411686</td>
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                     <td
-                    id="28a4644a"
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                     data-role="dataframe-data"
@@ -17969,16 +17969,16 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.14027014875261684"
-                    data-value-str="0.14027014875261684"
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                     data-column-idx="28"
                 
-                    >0.14027014875261684</td>
+                    >49.212478191350904</td>
                 
                 
                     <td
-                    id="3c7990e9"
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                     data-role="dataframe-data"
@@ -17999,16 +17999,16 @@ to summarize each topic.
 
                     rowspan="1"
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-                    data-value-str="1.9960890672549212"
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                     data-column-idx="29"
                 
-                    >1.9960890672549212</td>
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-                    id="ee136f95"
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@@ -18029,12 +18029,12 @@ to summarize each topic.
 
                     rowspan="1"
                     colspan="1"
-                    data-value-repr="0.36645283890394226"
-                    data-value-str="0.36645283890394226"
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-                    >0.36645283890394226</td>
+                    >37.951520025345935</td>
                 
                 </tr>
             
@@ -18140,7 +18140,7 @@ to summarize each topic.
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     L 206.684375 109.012003 
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     L 206.684375 82.295862 
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     L 206.684375 68.937791 
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-        data-column-name="text: trumpvirus, trump2020, losertrump"
+        data-name-repr="&#39;text: suspenders, skinhead, remember&#39;"
+        data-column-name="text: suspenders, skinhead, remember"
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                     <dt>Mean ± Std</dt>
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+                    <dd>4.09 ±
+                        13.6
                     
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                     <dt>Median ± IQR</dt>
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+                    <dd>0.203 ±
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-        data-name-repr="&#39;text: government, governments, destroying&#39;"
-        data-column-name="text: government, governments, destroying"
+        data-name-repr="&#39;text: bitchymitchy, stupidity, stupid&#39;"
+        data-column-name="text: bitchymitchy, stupidity, stupid"
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@@ -19007,7 +18987,7 @@ to summarize each topic.
         <div class="card-header">
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-                <span class="select-all wrap-long-name">text: government, governments, destroying</span>
+                <span class="select-all wrap-long-name">text: bitchymitchy, stupidity, stupid</span>
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@@ -19035,22 +19015,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>10.8 ±
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+                    <dd>3.75 ±
+                        15.1
                     
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-                    <dd>0.728 ±
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+                    <dd>0.146 ±
+                        0.346
                     
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+                        <span class="min-value">0.0511</span> |
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@@ -19285,8 +19265,8 @@ to summarize each topic.
         
 
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+        data-column-name="text: boycotthollywood, hollywood, assholes"
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@@ -19298,7 +19278,7 @@ to summarize each topic.
         <div class="card-header">
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-                <span class="select-all wrap-long-name">text: interview, japanese, meantime</span>
+                <span class="select-all wrap-long-name">text: boycotthollywood, hollywood, assholes</span>
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@@ -19326,22 +19306,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>7.92 ±
-                        27.9
+                    <dd>5.46 ±
+                        22.6
                     
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                     <dt>Median ± IQR</dt>
-                    <dd>0.443 ±
-                        5.85
+                    <dd>0.295 ±
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-                        <span class="min-value">0.0511</span> |
-                        <span class="max-value">612.</span>
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@@ -19834,13 +19824,13 @@ to summarize each topic.
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@@ -19857,8 +19847,8 @@ to summarize each topic.
         
 
     <div class="card box-shadow column-summary" id="col_5_in_sample_tab"
-        data-name-repr="&#39;text: promised, promises, promote&#39;"
-        data-column-name="text: promised, promises, promote"
+        data-name-repr="&#39;text: nxhcplzrecw, friends, unfriend&#39;"
+        data-column-name="text: nxhcplzrecw, friends, unfriend"
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@@ -19870,7 +19860,7 @@ to summarize each topic.
         <div class="card-header">
             <h3 class="margin-r-m">
             
-                <span class="select-all wrap-long-name">text: promised, promises, promote</span>
+                <span class="select-all wrap-long-name">text: nxhcplzrecw, friends, unfriend</span>
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@@ -19898,22 +19888,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>2.69 ±
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+                    <dd>3.27 ±
+                        12.0
                     
                     </dd>
                 
                 
                     <dt>Median ± IQR</dt>
-                    <dd>0.163 ±
-                        0.213
+                    <dd>0.181 ±
+                        0.327
                     
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-                        <span class="min-value">0.0526</span> |
-                        <span class="max-value">160.</span>
+                        <span class="min-value">0.0530</span> |
+                        <span class="max-value">156.</span>
                     
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@@ -19931,12 +19921,12 @@ to summarize each topic.
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@@ -19961,125 +19951,125 @@ to summarize each topic.
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@@ -20136,12 +20126,12 @@ to summarize each topic.
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+        <text style="fill: #dd0000; font: 700 10px 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="54.8875" y="14.798437" transform="rotate(-0 54.8875 14.798437)">125 outliers (12.5%)</text>
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@@ -20158,8 +20148,8 @@ to summarize each topic.
         
 
     <div class="card box-shadow column-summary" id="col_6_in_sample_tab"
-        data-name-repr="&#39;text: emblazoned, gargantuan, changing&#39;"
-        data-column-name="text: emblazoned, gargantuan, changing"
+        data-name-repr="&#39;text: lackluster, shyvana, titanic&#39;"
+        data-column-name="text: lackluster, shyvana, titanic"
         data-column-idx="6"
      
      
@@ -20171,7 +20161,7 @@ to summarize each topic.
         <div class="card-header">
             <h3 class="margin-r-m">
             
-                <span class="select-all wrap-long-name">text: emblazoned, gargantuan, changing</span>
+                <span class="select-all wrap-long-name">text: lackluster, shyvana, titanic</span>
             </h3>
             <span>Float64DType</span>
     <button class="close-card-button"
@@ -20199,22 +20189,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>9.81 ±
-                        73.2
+                    <dd>10.1 ±
+                        90.4
                     
                     </dd>
                 
                 
                     <dt>Median ± IQR</dt>
-                    <dd>0.871 ±
-                        7.19
+                    <dd>0.606 ±
+                        6.16
                     
                     </dd>
 
                     <dt>Min | Max</dt>
                     <dd>
-                        <span class="min-value">0.0504</span> |
-                        <span class="max-value">2.27e+03</span>
+                        <span class="min-value">0.0502</span> |
+                        <span class="max-value">2.81e+03</span>
                     
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@@ -20232,12 +20222,12 @@ to summarize each topic.
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                     <dt>Mean ± Std</dt>
-                    <dd>4.65 ±
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+                    <dd>8.83 ±
+                        72.9
                     
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                     <dt>Median ± IQR</dt>
-                    <dd>0.209 ±
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-                        <span class="max-value">204.</span>
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@@ -21031,8 +21031,8 @@ to summarize each topic.
         
 
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-        data-name-repr="&#39;text: definitely, neighbors, electricity&#39;"
-        data-column-name="text: definitely, neighbors, electricity"
+        data-name-repr="&#39;text: nvrseqrvrqrqrr, should, illegally&#39;"
+        data-column-name="text: nvrseqrvrqrqrr, should, illegally"
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@@ -21044,7 +21044,7 @@ to summarize each topic.
         <div class="card-header">
             <h3 class="margin-r-m">
             
-                <span class="select-all wrap-long-name">text: definitely, neighbors, electricity</span>
+                <span class="select-all wrap-long-name">text: nvrseqrvrqrqrr, should, illegally</span>
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@@ -21072,22 +21072,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>9.01 ±
-                        42.7
+                    <dd>5.17 ±
+                        16.3
                     
                     </dd>
                 
                 
                     <dt>Median ± IQR</dt>
-                    <dd>0.724 ±
-                        7.07
+                    <dd>0.223 ±
+                        1.50
                     
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                     <dt>Min | Max</dt>
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-                        <span class="min-value">0.0509</span> |
-                        <span class="max-value">1.23e+03</span>
+                        <span class="min-value">0.0518</span> |
+                        <span class="max-value">267.</span>
                     
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@@ -21110,7 +21110,7 @@ to summarize each topic.
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+          <text style="font: 10px 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle" x="85.68848" y="101.396875" transform="rotate(-0 85.68848 101.396875)">5</text>
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@@ -21322,8 +21312,8 @@ to summarize each topic.
         
 
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-        data-name-repr="&#39;text: mississippi, teammates, beautifuls&#39;"
-        data-column-name="text: mississippi, teammates, beautifuls"
+        data-name-repr="&#39;text: yourselves, pseudoscience, ourselves&#39;"
+        data-column-name="text: yourselves, pseudoscience, ourselves"
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@@ -21335,7 +21325,7 @@ to summarize each topic.
         <div class="card-header">
             <h3 class="margin-r-m">
             
-                <span class="select-all wrap-long-name">text: mississippi, teammates, beautifuls</span>
+                <span class="select-all wrap-long-name">text: yourselves, pseudoscience, ourselves</span>
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             <span>Float64DType</span>
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@@ -21363,22 +21353,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>5.41 ±
-                        18.7
+                    <dd>12.1 ±
+                        91.1
                     
                     </dd>
                 
                 
                     <dt>Median ± IQR</dt>
-                    <dd>0.292 ±
-                        2.46
+                    <dd>0.439 ±
+                        6.55
                     
                     </dd>
 
                     <dt>Min | Max</dt>
                     <dd>
-                        <span class="min-value">0.0515</span> |
-                        <span class="max-value">426.</span>
+                        <span class="min-value">0.0501</span> |
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@@ -21401,7 +21391,7 @@ to summarize each topic.
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@@ -21894,8 +21904,8 @@ to summarize each topic.
         
 
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-        data-name-repr="&#39;text: goinggoinggoing, awkwardly, background&#39;"
-        data-column-name="text: goinggoinggoing, awkwardly, background"
+        data-name-repr="&#39;text: suicide, fucking, quirky&#39;"
+        data-column-name="text: suicide, fucking, quirky"
         data-column-idx="12"
      
      
@@ -21907,7 +21917,7 @@ to summarize each topic.
         <div class="card-header">
             <h3 class="margin-r-m">
             
-                <span class="select-all wrap-long-name">text: goinggoinggoing, awkwardly, background</span>
+                <span class="select-all wrap-long-name">text: suicide, fucking, quirky</span>
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             <span>Float64DType</span>
     <button class="close-card-button"
@@ -21935,22 +21945,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>6.08 ±
-                        18.3
+                    <dd>9.69 ±
+                        41.7
                     
                     </dd>
                 
                 
                     <dt>Median ± IQR</dt>
-                    <dd>0.274 ±
-                        3.36
+                    <dd>0.919 ±
+                        10.8
                     
                     </dd>
 
                     <dt>Min | Max</dt>
                     <dd>
-                        <span class="min-value">0.0544</span> |
-                        <span class="max-value">309.</span>
+                        <span class="min-value">0.0503</span> |
+                        <span class="max-value">1.22e+03</span>
                     
                     </dd>
                 
@@ -21973,7 +21983,7 @@ to summarize each topic.
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+          <text style="font: 10px 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle" x="131.577906" y="101.396875" transform="rotate(-0 131.577906 101.396875)">40</text>
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@@ -22114,12 +22124,12 @@ to summarize each topic.
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@@ -22129,18 +22139,28 @@ to summarize each topic.
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@@ -22175,8 +22195,8 @@ to summarize each topic.
         
 
     <div class="card box-shadow column-summary" id="col_13_in_sample_tab"
-        data-name-repr="&#39;text: terrorists, democrats, democraps&#39;"
-        data-column-name="text: terrorists, democrats, democraps"
+        data-name-repr="&#39;text: trumptards, withdrawal, abandoning&#39;"
+        data-column-name="text: trumptards, withdrawal, abandoning"
         data-column-idx="13"
      
      
@@ -22188,7 +22208,7 @@ to summarize each topic.
         <div class="card-header">
             <h3 class="margin-r-m">
             
-                <span class="select-all wrap-long-name">text: terrorists, democrats, democraps</span>
+                <span class="select-all wrap-long-name">text: trumptards, withdrawal, abandoning</span>
             </h3>
             <span>Float64DType</span>
     <button class="close-card-button"
@@ -22216,22 +22236,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>3.70 ±
-                        16.8
+                    <dd>4.26 ±
+                        16.1
                     
                     </dd>
                 
                 
                     <dt>Median ± IQR</dt>
-                    <dd>0.136 ±
-                        0.159
+                    <dd>0.252 ±
+                        1.23
                     
                     </dd>
 
                     <dt>Min | Max</dt>
                     <dd>
-                        <span class="min-value">0.0513</span> |
-                        <span class="max-value">251.</span>
+                        <span class="min-value">0.0517</span> |
+                        <span class="max-value">363.</span>
                     
                     </dd>
                 
@@ -22254,7 +22274,7 @@ to summarize each topic.
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+        data-name-repr="&#39;text: absolutely, completely, absolute&#39;"
+        data-column-name="text: absolutely, completely, absolute"
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@@ -22479,7 +22489,7 @@ to summarize each topic.
         <div class="card-header">
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@@ -22507,22 +22517,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
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+                    <dd>6.58 ±
+                        23.6
                     
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                     <dt>Median ± IQR</dt>
-                    <dd>0.331 ±
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@@ -22725,12 +22735,12 @@ to summarize each topic.
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+        <text style="fill: #dd0000; font: 700 10px 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="54.8875" y="14.798437" transform="rotate(-0 54.8875 14.798437)">90 outliers (9.0%)</text>
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@@ -22747,8 +22757,8 @@ to summarize each topic.
         
 
     <div class="card box-shadow column-summary" id="col_15_in_sample_tab"
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-        data-column-name="text: congress, prosecuting, blackmailed"
+        data-name-repr="&#39;text: conservatives, consequences, preservatives&#39;"
+        data-column-name="text: conservatives, consequences, preservatives"
         data-column-idx="15"
      
      
@@ -22760,7 +22770,7 @@ to summarize each topic.
         <div class="card-header">
             <h3 class="margin-r-m">
             
-                <span class="select-all wrap-long-name">text: congress, prosecuting, blackmailed</span>
+                <span class="select-all wrap-long-name">text: conservatives, consequences, preservatives</span>
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@@ -22788,22 +22798,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>10.5 ±
-                        70.7
+                    <dd>8.17 ±
+                        37.9
                     
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                     <dt>Median ± IQR</dt>
-                    <dd>0.951 ±
-                        7.82
+                    <dd>0.524 ±
+                        5.09
                     
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-                        <span class="max-value">2.16e+03</span>
+                        <span class="min-value">0.0503</span> |
+                        <span class="max-value">1.09e+03</span>
                     
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-        data-column-name="text: previously, lackluster, survivability"
+        data-name-repr="&#39;text: beautifuls, beautiful, utm_medium&#39;"
+        data-column-name="text: beautifuls, beautiful, utm_medium"
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@@ -23051,7 +23071,7 @@ to summarize each topic.
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-                <span class="select-all wrap-long-name">text: previously, lackluster, survivability</span>
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@@ -23079,22 +23099,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>10.3 ±
-                        90.3
+                    <dd>2.94 ±
+                        13.1
                     
                     </dd>
                 
                 
                     <dt>Median ± IQR</dt>
-                    <dd>0.781 ±
-                        6.16
+                    <dd>0.135 ±
+                        0.132
                     
                     </dd>
 
                     <dt>Min | Max</dt>
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-                        <span class="min-value">0.0506</span> |
-                        <span class="max-value">2.81e+03</span>
+                        <span class="min-value">0.0523</span> |
+                        <span class="max-value">160.</span>
                     
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                     <dt>Mean ± Std</dt>
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+                    <dd>6.38 ±
+                        38.8
                     
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                     <dt>Median ± IQR</dt>
-                    <dd>0.657 ±
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+                    <dd>0.397 ±
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@@ -23598,12 +23628,12 @@ to summarize each topic.
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@@ -23620,8 +23650,8 @@ to summarize each topic.
         
 
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-        data-name-repr="&#39;text: republican, mythology, republic&#39;"
-        data-column-name="text: republican, mythology, republic"
+        data-name-repr="&#39;text: impeachment, misdemeanors, eligibility&#39;"
+        data-column-name="text: impeachment, misdemeanors, eligibility"
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@@ -23633,7 +23663,7 @@ to summarize each topic.
         <div class="card-header">
             <h3 class="margin-r-m">
             
-                <span class="select-all wrap-long-name">text: republican, mythology, republic</span>
+                <span class="select-all wrap-long-name">text: impeachment, misdemeanors, eligibility</span>
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@@ -23661,22 +23691,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>7.91 ±
-                        38.4
+                    <dd>4.47 ±
+                        21.6
                     
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                     <dt>Median ± IQR</dt>
-                    <dd>0.595 ±
-                        5.54
+                    <dd>0.219 ±
+                        1.56
                     
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-                        <span class="min-value">0.0515</span> |
-                        <span class="max-value">1.10e+03</span>
+                        <span class="min-value">0.0508</span> |
+                        <span class="max-value">550.</span>
                     
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@@ -23699,7 +23729,7 @@ to summarize each topic.
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@@ -23724,169 +23754,159 @@ to summarize each topic.
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@@ -23921,8 +23941,8 @@ to summarize each topic.
         
 
     <div class="card box-shadow column-summary" id="col_19_in_sample_tab"
-        data-name-repr="&#39;text: melancholy, morgana, requiem&#39;"
-        data-column-name="text: melancholy, morgana, requiem"
+        data-name-repr="&#39;text: castellano, underboss, dellacroce&#39;"
+        data-column-name="text: castellano, underboss, dellacroce"
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@@ -23934,7 +23954,7 @@ to summarize each topic.
         <div class="card-header">
             <h3 class="margin-r-m">
             
-                <span class="select-all wrap-long-name">text: melancholy, morgana, requiem</span>
+                <span class="select-all wrap-long-name">text: castellano, underboss, dellacroce</span>
             </h3>
             <span>Float64DType</span>
     <button class="close-card-button"
@@ -23962,22 +23982,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>9.43 ±
-                        48.8
+                    <dd>6.99 ±
+                        30.6
                     
                     </dd>
                 
                 
                     <dt>Median ± IQR</dt>
-                    <dd>0.709 ±
-                        7.61
+                    <dd>0.515 ±
+                        4.97
                     
                     </dd>
 
                     <dt>Min | Max</dt>
                     <dd>
-                        <span class="min-value">0.0570</span> |
-                        <span class="max-value">1.46e+03</span>
+                        <span class="min-value">0.0505</span> |
+                        <span class="max-value">844.</span>
                     
                     </dd>
                 
@@ -24000,7 +24020,7 @@ to summarize each topic.
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-        data-name-repr="&#39;text: pedophile, pedophiles, pfffffft&#39;"
-        data-column-name="text: pedophile, pedophiles, pfffffft"
+        data-name-repr="&#39;text: interesting, supporters, interested&#39;"
+        data-column-name="text: interesting, supporters, interested"
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         <div class="card-header">
             <h3 class="margin-r-m">
             
-                <span class="select-all wrap-long-name">text: pedophile, pedophiles, pfffffft</span>
+                <span class="select-all wrap-long-name">text: interesting, supporters, interested</span>
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@@ -24544,22 +24574,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>2.99 ±
-                        22.9
+                    <dd>5.91 ±
+                        24.2
                     
                     </dd>
                 
                 
                     <dt>Median ± IQR</dt>
-                    <dd>0.126 ±
-                        0.0995
+                    <dd>0.315 ±
+                        3.61
                     
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                     <dt>Min | Max</dt>
                     <dd>
-                        <span class="min-value">0.0521</span> |
-                        <span class="max-value">450.</span>
+                        <span class="min-value">0.0508</span> |
+                        <span class="max-value">642.</span>
                     
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@@ -24804,8 +24824,8 @@ to summarize each topic.
         
 
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-        data-column-name="text: cuntmila, pizzaaaa, lowlifescumbag"
+        data-name-repr="&#39;text: barzini, michael, timeline&#39;"
+        data-column-name="text: barzini, michael, timeline"
         data-column-idx="22"
      
      
@@ -24817,7 +24837,7 @@ to summarize each topic.
         <div class="card-header">
             <h3 class="margin-r-m">
             
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+                <span class="select-all wrap-long-name">text: barzini, michael, timeline</span>
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             <span>Float64DType</span>
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@@ -24845,22 +24865,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>4.07 ±
-                        16.4
+                    <dd>5.63 ±
+                        17.7
                     
                     </dd>
                 
                 
                     <dt>Median ± IQR</dt>
-                    <dd>0.124 ±
-                        0.206
+                    <dd>0.267 ±
+                        2.11
                     
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                     <dt>Min | Max</dt>
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-                        <span class="min-value">0.0517</span> |
-                        <span class="max-value">325.</span>
+                        <span class="min-value">0.0512</span> |
+                        <span class="max-value">356.</span>
                     
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@@ -24883,7 +24903,7 @@ to summarize each topic.
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@@ -25085,8 +25105,8 @@ to summarize each topic.
         
 
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+        data-name-repr="&#39;text: pokémon, calderon, wondering&#39;"
+        data-column-name="text: pokémon, calderon, wondering"
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@@ -25098,7 +25118,7 @@ to summarize each topic.
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-                <span class="select-all wrap-long-name">text: congratulations, americans, financial</span>
+                <span class="select-all wrap-long-name">text: pokémon, calderon, wondering</span>
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@@ -25126,22 +25146,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>5.75 ±
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+                    <dd>5.38 ±
+                        16.8
                     
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                     <dt>Median ± IQR</dt>
-                    <dd>0.285 ±
-                        2.09
+                    <dd>0.205 ±
+                        1.38
                     
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-                        <span class="min-value">0.0520</span> |
-                        <span class="max-value">458.</span>
+                        <span class="min-value">0.0515</span> |
+                        <span class="max-value">272.</span>
                     
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@@ -25376,8 +25396,8 @@ to summarize each topic.
         
 
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+        data-column-name="text: insurrectionist, amerikkklans, bankruptcies"
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@@ -25389,7 +25409,7 @@ to summarize each topic.
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-                <span class="select-all wrap-long-name">text: fucking, suicide, fuckin</span>
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@@ -25417,22 +25437,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>10.2 ±
-                        41.7
+                    <dd>4.69 ±
+                        24.1
                     
                     </dd>
                 
                 
                     <dt>Median ± IQR</dt>
-                    <dd>1.41 ±
-                        10.3
+                    <dd>0.263 ±
+                        2.56
                     
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                     <dt>Min | Max</dt>
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-                        <span class="min-value">0.0506</span> |
-                        <span class="max-value">1.22e+03</span>
+                        <span class="min-value">0.0507</span> |
+                        <span class="max-value">706.</span>
                     
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@@ -25450,12 +25470,12 @@ to summarize each topic.
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@@ -25677,8 +25687,8 @@ to summarize each topic.
         
 
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-        data-column-name="text: destroyed, decoding, pallets"
+        data-name-repr="&#39;text: fuckcancelculture, fuckliberals, cancelculture&#39;"
+        data-column-name="text: fuckcancelculture, fuckliberals, cancelculture"
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@@ -25690,7 +25700,7 @@ to summarize each topic.
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             <h3 class="margin-r-m">
             
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@@ -25718,22 +25728,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>4.80 ±
-                        16.6
+                    <dd>4.79 ±
+                        29.5
                     
                     </dd>
                 
                 
                     <dt>Median ± IQR</dt>
-                    <dd>0.258 ±
-                        1.44
+                    <dd>0.145 ±
+                        0.232
                     
                     </dd>
 
                     <dt>Min | Max</dt>
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-                        <span class="min-value">0.0540</span> |
-                        <span class="max-value">254.</span>
+                        <span class="min-value">0.0507</span> |
+                        <span class="max-value">447.</span>
                     
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@@ -25756,7 +25766,7 @@ to summarize each topic.
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@@ -25981,7 +25981,7 @@ to summarize each topic.
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             <h3 class="margin-r-m">
             
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+                <span class="select-all wrap-long-name">text: johnson, vaccine, august</span>
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@@ -26009,22 +26009,22 @@ to summarize each topic.
 
                 
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-                    <dd>5.77 ±
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+                    <dd>6.17 ±
+                        21.4
                     
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                     <dt>Median ± IQR</dt>
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+                    <dd>0.310 ±
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@@ -26249,8 +26249,8 @@ to summarize each topic.
         
 
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-        data-column-name="text: johnson, vaccine, recently"
+        data-name-repr="&#39;text: unrelentless, relentlessly, unverified&#39;"
+        data-column-name="text: unrelentless, relentlessly, unverified"
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@@ -26262,7 +26262,7 @@ to summarize each topic.
         <div class="card-header">
             <h3 class="margin-r-m">
             
-                <span class="select-all wrap-long-name">text: johnson, vaccine, recently</span>
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@@ -26290,22 +26290,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>6.77 ±
-                        23.6
+                    <dd>10.5 ±
+                        59.8
                     
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                     <dt>Median ± IQR</dt>
-                    <dd>0.319 ±
-                        3.69
+                    <dd>1.11 ±
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                     <dt>Min | Max</dt>
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+                        <span class="min-value">0.0503</span> |
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@@ -26328,7 +26328,7 @@ to summarize each topic.
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@@ -26469,12 +26469,12 @@ to summarize each topic.
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+       <g id="text_6">
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@@ -26530,8 +26540,8 @@ to summarize each topic.
         
 
     <div class="card box-shadow column-summary" id="col_28_in_sample_tab"
-        data-name-repr="&#39;text: nvrseqrvrqrqrr, concepts, utm_source&#39;"
-        data-column-name="text: nvrseqrvrqrqrr, concepts, utm_source"
+        data-name-repr="&#39;text: obviously, tripping, compared&#39;"
+        data-column-name="text: obviously, tripping, compared"
         data-column-idx="28"
      
      
@@ -26543,7 +26553,7 @@ to summarize each topic.
         <div class="card-header">
             <h3 class="margin-r-m">
             
-                <span class="select-all wrap-long-name">text: nvrseqrvrqrqrr, concepts, utm_source</span>
+                <span class="select-all wrap-long-name">text: obviously, tripping, compared</span>
             </h3>
             <span>Float64DType</span>
     <button class="close-card-button"
@@ -26571,22 +26581,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>2.87 ±
-                        11.5
+                    <dd>6.50 ±
+                        23.7
                     
                     </dd>
                 
                 
                     <dt>Median ± IQR</dt>
-                    <dd>0.153 ±
-                        0.169
+                    <dd>0.324 ±
+                        4.21
                     
                     </dd>
 
                     <dt>Min | Max</dt>
                     <dd>
-                        <span class="min-value">0.0513</span> |
-                        <span class="max-value">168.</span>
+                        <span class="min-value">0.0515</span> |
+                        <span class="max-value">573.</span>
                     
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@@ -26604,12 +26614,12 @@ to summarize each topic.
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-                    <tr data-manager="FilterableColumn" data-column-name="text: participation, annoyance, redundant"
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@@ -28016,29 +28016,29 @@ to summarize each topic.
                     
 
                     
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-                    <tr data-manager="FilterableColumn" data-column-name="text: eurydice, originally, original"
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@@ -28052,29 +28052,29 @@ to summarize each topic.
                     
 
                     
-                        <td data-value="4.654017519006907" data-numeric>
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                     </tr>
                 
-                    <tr data-manager="FilterableColumn" data-column-name="text: definitely, neighbors, electricity"
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                         data-dataframe-column-idx="9">
                         <td data-value="9" data-numeric>9
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-                        <td class="ellided">text: definitely, neighbors, electricity</td>
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@@ -28088,29 +28088,29 @@ to summarize each topic.
                     
 
                     
-                        <td data-value="9.008268867337204" data-numeric>
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-                        <td data-value="0.0509067854234328" data-numeric>
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                     </tr>
                 
-                    <tr data-manager="FilterableColumn" data-column-name="text: mississippi, teammates, beautifuls"
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                         data-dataframe-column-idx="10">
                         <td data-value="10" data-numeric>10
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-                        <td class="ellided">text: mississippi, teammates, beautifuls</td>
+                        <td class="ellided">text: yourselves, pseudoscience, ourselves</td>
                         <td>Float64DType</td>
                         <td class="ok"
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@@ -28124,29 +28124,29 @@ to summarize each topic.
                     
 
                     
-                        <td data-value="5.414397434731921" data-numeric>
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+                            2.79e+03</td>
                     
 
                     </tr>
                 
-                    <tr data-manager="FilterableColumn" data-column-name="text: infrastructure, president, investment"
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                         <td data-value="11" data-numeric>11
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-                        <td class="ellided">text: infrastructure, president, investment</td>
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@@ -28160,29 +28160,29 @@ to summarize each topic.
                     
 
                     
-                        <td data-value="7.377199646746092" data-numeric>
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+                            2.59e+03</td>
                     
 
                     </tr>
                 
-                    <tr data-manager="FilterableColumn" data-column-name="text: goinggoinggoing, awkwardly, background"
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                         data-dataframe-column-idx="12">
                         <td data-value="12" data-numeric>12
                         </td>
-                        <td class="ellided">text: goinggoinggoing, awkwardly, background</td>
+                        <td class="ellided">text: suicide, fucking, quirky</td>
                         <td>Float64DType</td>
                         <td class="ok"
                             data-value="0" data-numeric>
@@ -28196,29 +28196,29 @@ to summarize each topic.
                     
 
                     
-                        <td data-value="6.077123163808406" data-numeric>
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-                        <td data-value="18.27787767401764" data-numeric>
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                     </tr>
                 
-                    <tr data-manager="FilterableColumn" data-column-name="text: terrorists, democrats, democraps"
+                    <tr data-manager="FilterableColumn" data-column-name="text: trumptards, withdrawal, abandoning"
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                         data-dataframe-column-idx="13">
                         <td data-value="13" data-numeric>13
                         </td>
-                        <td class="ellided">text: terrorists, democrats, democraps</td>
+                        <td class="ellided">text: trumptards, withdrawal, abandoning</td>
                         <td>Float64DType</td>
                         <td class="ok"
                             data-value="0" data-numeric>
@@ -28232,29 +28232,29 @@ to summarize each topic.
                     
 
                     
-                        <td data-value="3.7008645513173937" data-numeric>
-                            3.70</td>
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+                        <td data-value="16.11899041910725" data-numeric>
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-                        <td data-value="0.051252093509885494" data-numeric>
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                     </tr>
                 
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                     </tr>
                 
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                     </tr>
                 
-                    <tr data-manager="FilterableColumn" data-column-name="text: republican, mythology, republic"
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                     </tr>
                 
-                    <tr data-manager="FilterableColumn" data-column-name="text: melancholy, morgana, requiem"
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                         <td>Float64DType</td>
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@@ -28448,29 +28448,29 @@ to summarize each topic.
                     
 
                     
-                        <td data-value="9.425390911832666" data-numeric>
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                     </tr>
                 
-                    <tr data-manager="FilterableColumn" data-column-name="text: specifically, experience, experienced"
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                         <td data-value="20" data-numeric>20
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@@ -28484,29 +28484,29 @@ to summarize each topic.
                     
 
                     
-                        <td data-value="6.119941441345695" data-numeric>
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                     </tr>
                 
-                    <tr data-manager="FilterableColumn" data-column-name="text: pedophile, pedophiles, pfffffft"
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-                        <td class="ellided">text: pedophile, pedophiles, pfffffft</td>
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                         <td>Float64DType</td>
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@@ -28520,29 +28520,29 @@ to summarize each topic.
                     
 
                     
-                        <td data-value="2.9887194661209313" data-numeric>
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                     </tr>
                 
-                    <tr data-manager="FilterableColumn" data-column-name="text: cuntmila, pizzaaaa, lowlifescumbag"
+                    <tr data-manager="FilterableColumn" data-column-name="text: barzini, michael, timeline"
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                         </td>
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                         <td>Float64DType</td>
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@@ -28556,29 +28556,29 @@ to summarize each topic.
                     
 
                     
-                        <td data-value="4.073351587317767" data-numeric>
-                            4.07</td>
-                        <td data-value="16.413183545070908" data-numeric>
-                            16.4</td>
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-                        <td data-value="0.051698210917002364" data-numeric>
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                     </tr>
                 
-                    <tr data-manager="FilterableColumn" data-column-name="text: congratulations, americans, financial"
+                    <tr data-manager="FilterableColumn" data-column-name="text: pokémon, calderon, wondering"
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                         data-dataframe-column-idx="23">
                         <td data-value="23" data-numeric>23
                         </td>
-                        <td class="ellided">text: congratulations, americans, financial</td>
+                        <td class="ellided">text: pokémon, calderon, wondering</td>
                         <td>Float64DType</td>
                         <td class="ok"
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@@ -28592,29 +28592,29 @@ to summarize each topic.
                     
 
                     
-                        <td data-value="5.748125816704023" data-numeric>
-                            5.75</td>
-                        <td data-value="23.048970540937916" data-numeric>
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-                        <td data-value="0.05199262832661695" data-numeric>
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                     </tr>
                 
-                    <tr data-manager="FilterableColumn" data-column-name="text: fucking, suicide, fuckin"
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                         data-dataframe-column-idx="24">
                         <td data-value="24" data-numeric>24
                         </td>
-                        <td class="ellided">text: fucking, suicide, fuckin</td>
+                        <td class="ellided">text: insurrectionist, amerikkklans, bankruptcies</td>
                         <td>Float64DType</td>
                         <td class="ok"
                             data-value="0" data-numeric>
@@ -28628,29 +28628,29 @@ to summarize each topic.
                     
 
                     
-                        <td data-value="10.191803596111994" data-numeric>
-                            10.2</td>
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-                        <td data-value="0.05062086058365528" data-numeric>
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                     </tr>
                 
-                    <tr data-manager="FilterableColumn" data-column-name="text: destroyed, decoding, pallets"
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                         data-dataframe-column-idx="25">
                         <td data-value="25" data-numeric>25
                         </td>
-                        <td class="ellided">text: destroyed, decoding, pallets</td>
+                        <td class="ellided">text: fuckcancelculture, fuckliberals, cancelculture</td>
                         <td>Float64DType</td>
                         <td class="ok"
                             data-value="0" data-numeric>
@@ -28664,29 +28664,29 @@ to summarize each topic.
                     
 
                     
-                        <td data-value="4.801632570541407" data-numeric>
-                            4.80</td>
-                        <td data-value="16.586214486247073" data-numeric>
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-                        <td data-value="0.054020086995483954" data-numeric>
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                     </tr>
                 
-                    <tr data-manager="FilterableColumn" data-column-name="text: communicated, communications, departments"
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                         data-dataframe-column-idx="26">
                         <td data-value="26" data-numeric>26
                         </td>
-                        <td class="ellided">text: communicated, communications, departments</td>
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                         <td>Float64DType</td>
                         <td class="ok"
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@@ -28700,29 +28700,29 @@ to summarize each topic.
                     
 
                     
-                        <td data-value="5.771288277008758" data-numeric>
-                            5.77</td>
-                        <td data-value="27.504525043286034" data-numeric>
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-                        <td data-value="0.05094634198063966" data-numeric>
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                     </tr>
                 
-                    <tr data-manager="FilterableColumn" data-column-name="text: johnson, vaccine, recently"
+                    <tr data-manager="FilterableColumn" data-column-name="text: unrelentless, relentlessly, unverified"
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                         data-dataframe-column-idx="27">
                         <td data-value="27" data-numeric>27
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-                        <td class="ellided">text: johnson, vaccine, recently</td>
+                        <td class="ellided">text: unrelentless, relentlessly, unverified</td>
                         <td>Float64DType</td>
                         <td class="ok"
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@@ -28736,29 +28736,29 @@ to summarize each topic.
                     
 
                     
-                        <td data-value="6.771663704097327" data-numeric>
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-                        <td data-value="23.555357867411583" data-numeric>
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-                        <td data-value="0.051715609090986256" data-numeric>
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                     </tr>
                 
-                    <tr data-manager="FilterableColumn" data-column-name="text: nvrseqrvrqrqrr, concepts, utm_source"
+                    <tr data-manager="FilterableColumn" data-column-name="text: obviously, tripping, compared"
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                         data-dataframe-column-idx="28">
                         <td data-value="28" data-numeric>28
                         </td>
-                        <td class="ellided">text: nvrseqrvrqrqrr, concepts, utm_source</td>
+                        <td class="ellided">text: obviously, tripping, compared</td>
                         <td>Float64DType</td>
                         <td class="ok"
                             data-value="0" data-numeric>
@@ -28772,29 +28772,29 @@ to summarize each topic.
                     
 
                     
-                        <td data-value="2.8677449701796887" data-numeric>
-                            2.87</td>
-                        <td data-value="11.532582836133535" data-numeric>
-                            11.5</td>
+                        <td data-value="6.4969317047475945" data-numeric>
+                            6.50</td>
+                        <td data-value="23.716619007113362" data-numeric>
+                            23.7</td>
                     
 
                     
-                        <td data-value="0.051281029021262386" data-numeric>
-                            0.0513</td>
-                        <td data-value="0.15349315185583584" data-numeric>
-                            0.153</td>
-                        <td data-value="168.20475038255364" data-numeric>
-                            168.</td>
+                        <td data-value="0.05148248435832289" data-numeric>
+                            0.0515</td>
+                        <td data-value="0.3241095297326611" data-numeric>
+                            0.324</td>
+                        <td data-value="572.8227775904169" data-numeric>
+                            573.</td>
                     
 
                     </tr>
                 
-                    <tr data-manager="FilterableColumn" data-column-name="text: deepening, between, bitchymitchy"
+                    <tr data-manager="FilterableColumn" data-column-name="text: republicans, republican, mythology"
                         data-column-idx="29"
                         data-dataframe-column-idx="29">
                         <td data-value="29" data-numeric>29
                         </td>
-                        <td class="ellided">text: deepening, between, bitchymitchy</td>
+                        <td class="ellided">text: republicans, republican, mythology</td>
                         <td>Float64DType</td>
                         <td class="ok"
                             data-value="0" data-numeric>
@@ -28808,29 +28808,29 @@ to summarize each topic.
                     
 
                     
-                        <td data-value="6.68217809403417" data-numeric>
-                            6.68</td>
-                        <td data-value="28.172725201777535" data-numeric>
-                            28.2</td>
+                        <td data-value="6.97433421666698" data-numeric>
+                            6.97</td>
+                        <td data-value="38.52010809707748" data-numeric>
+                            38.5</td>
                     
 
                     
-                        <td data-value="0.05096831627803189" data-numeric>
-                            0.0510</td>
-                        <td data-value="0.6002251590271651" data-numeric>
-                            0.600</td>
-                        <td data-value="799.6953746861674" data-numeric>
-                            800.</td>
+                        <td data-value="0.0506524890805032" data-numeric>
+                            0.0507</td>
+                        <td data-value="0.4813461746265277" data-numeric>
+                            0.481</td>
+                        <td data-value="1098.3885347671567" data-numeric>
+                            1.10e+03</td>
                     
 
                     </tr>
                 
-                    <tr data-manager="FilterableColumn" data-column-name="text: something, seasoning, already"
+                    <tr data-manager="FilterableColumn" data-column-name="text: international, missionaries, activities"
                         data-column-idx="30"
                         data-dataframe-column-idx="30">
                         <td data-value="30" data-numeric>30
                         </td>
-                        <td class="ellided">text: something, seasoning, already</td>
+                        <td class="ellided">text: international, missionaries, activities</td>
                         <td>Float64DType</td>
                         <td class="ok"
                             data-value="0" data-numeric>
@@ -28844,19 +28844,19 @@ to summarize each topic.
                     
 
                     
-                        <td data-value="5.547482482680028" data-numeric>
-                            5.55</td>
-                        <td data-value="18.866444845617888" data-numeric>
-                            18.9</td>
+                        <td data-value="5.258487642311944" data-numeric>
+                            5.26</td>
+                        <td data-value="20.32102106541669" data-numeric>
+                            20.3</td>
                     
 
                     
-                        <td data-value="0.051850239342646307" data-numeric>
-                            0.0519</td>
-                        <td data-value="0.31143665268164566" data-numeric>
-                            0.311</td>
-                        <td data-value="351.2795230655165" data-numeric>
-                            351.</td>
+                        <td data-value="0.05115587750423171" data-numeric>
+                            0.0512</td>
+                        <td data-value="0.30672583770127826" data-numeric>
+                            0.307</td>
+                        <td data-value="481.7849299522264" data-numeric>
+                            482.</td>
                     
 
                     </tr>
@@ -28983,7 +28983,7 @@ to summarize each topic.
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@@ -29012,7 +29012,7 @@ to summarize each topic.
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     L 206.684375 149.086214 
     z
-    " clip-path="url(#p29edddbf7a)" style="fill: #ee854a"/>
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@@ -29020,7 +29020,7 @@ to summarize each topic.
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     L 206.684375 135.728144 
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-    " clip-path="url(#p29edddbf7a)" style="fill: #ee854a"/>
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     L 206.684375 122.370073 
     z
-    " clip-path="url(#p29edddbf7a)" style="fill: #ee854a"/>
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     L 206.684375 109.012003 
     z
-    " clip-path="url(#p29edddbf7a)" style="fill: #ee854a"/>
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@@ -29044,7 +29044,7 @@ to summarize each topic.
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     L 206.684375 95.653932 
     z
-    " clip-path="url(#p29edddbf7a)" style="fill: #ee854a"/>
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@@ -29052,7 +29052,7 @@ to summarize each topic.
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     L 206.684375 82.295862 
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@@ -29060,7 +29060,7 @@ to summarize each topic.
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     L 206.684375 68.937791 
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@@ -29068,7 +29068,7 @@ to summarize each topic.
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-    " clip-path="url(#p29edddbf7a)" style="fill: #ee854a"/>
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@@ -29076,7 +29076,7 @@ to summarize each topic.
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     L 206.684375 42.22165 
     z
-    " clip-path="url(#p29edddbf7a)" style="fill: #ee854a"/>
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@@ -29084,18 +29084,18 @@ to summarize each topic.
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     L 206.684375 28.86358 
     z
-    " clip-path="url(#p29edddbf7a)" style="fill: #ee854a"/>
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@@ -29105,7 +29105,7 @@ to summarize each topic.
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@@ -29132,7 +29132,7 @@ to summarize each topic.
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@@ -29142,7 +29142,7 @@ to summarize each topic.
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+           <use xlink:href="#m7cbc9c0107" x="206.684375" y="127.713301" style="stroke: #000000; stroke-width: 0.8"/>
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@@ -29152,7 +29152,7 @@ to summarize each topic.
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@@ -29162,7 +29162,7 @@ to summarize each topic.
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@@ -29172,7 +29172,7 @@ to summarize each topic.
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@@ -29192,7 +29192,7 @@ to summarize each topic.
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@@ -29266,7 +29266,7 @@ to summarize each topic.
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@@ -29536,8 +29536,8 @@ to summarize each topic.
         
 
     <div class="card box-shadow column-summary" id="col_1"
-        data-name-repr="&#39;text: trumpvirus, trump2020, losertrump&#39;"
-        data-column-name="text: trumpvirus, trump2020, losertrump"
+        data-name-repr="&#39;text: suspenders, skinhead, remember&#39;"
+        data-column-name="text: suspenders, skinhead, remember"
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@@ -29553,7 +29553,7 @@ to summarize each topic.
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-                <span class="select-all wrap-long-name">text: trumpvirus, trump2020, losertrump</span>
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@@ -29573,22 +29573,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>3.85 ±
-                        18.5
+                    <dd>4.09 ±
+                        13.6
                     
                     </dd>
                 
                 
                     <dt>Median ± IQR</dt>
-                    <dd>0.149 ±
-                        0.181
+                    <dd>0.203 ±
+                        1.06
                     
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                     <dt>Min | Max</dt>
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-                        <span class="min-value">0.0528</span> |
-                        <span class="max-value">324.</span>
+                        <span class="min-value">0.0522</span> |
+                        <span class="max-value">187.</span>
                     
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@@ -29611,7 +29611,7 @@ to summarize each topic.
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@@ -30120,8 +30100,8 @@ to summarize each topic.
         
 
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-        data-column-name="text: interview, japanese, meantime"
+        data-name-repr="&#39;text: boycotthollywood, hollywood, assholes&#39;"
+        data-column-name="text: boycotthollywood, hollywood, assholes"
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@@ -30157,22 +30137,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>7.92 ±
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+                    <dd>5.46 ±
+                        22.6
                     
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                     <dt>Median ± IQR</dt>
-                    <dd>0.443 ±
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+                    <dd>0.295 ±
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+                        <span class="min-value">0.0509</span> |
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@@ -30190,12 +30170,12 @@ to summarize each topic.
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-        data-column-name="text: technical, involved, literally"
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@@ -30424,7 +30404,7 @@ to summarize each topic.
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-                <span class="select-all wrap-long-name">text: technical, involved, literally</span>
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@@ -30444,22 +30424,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>5.29 ±
-                        20.0
+                    <dd>9.36 ±
+                        70.2
                     
                     </dd>
                 
                 
                     <dt>Median ± IQR</dt>
-                    <dd>0.215 ±
-                        1.07
+                    <dd>0.747 ±
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-                        <span class="max-value">388.</span>
+                        <span class="min-value">0.0503</span> |
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+        data-column-name="text: nxhcplzrecw, friends, unfriend"
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                     <dt>Mean ± Std</dt>
-                    <dd>2.69 ±
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+                    <dd>3.27 ±
+                        12.0
                     
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                     <dt>Median ± IQR</dt>
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+                    <dd>0.181 ±
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@@ -30959,12 +30949,12 @@ to summarize each topic.
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@@ -30981,8 +30971,8 @@ to summarize each topic.
         
 
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-        data-name-repr="&#39;text: emblazoned, gargantuan, changing&#39;"
-        data-column-name="text: emblazoned, gargantuan, changing"
+        data-name-repr="&#39;text: lackluster, shyvana, titanic&#39;"
+        data-column-name="text: lackluster, shyvana, titanic"
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@@ -30998,7 +30988,7 @@ to summarize each topic.
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-                <span class="select-all wrap-long-name">text: emblazoned, gargantuan, changing</span>
+                <span class="select-all wrap-long-name">text: lackluster, shyvana, titanic</span>
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@@ -31018,22 +31008,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>9.81 ±
-                        73.2
+                    <dd>10.1 ±
+                        90.4
                     
                     </dd>
                 
                 
                     <dt>Median ± IQR</dt>
-                    <dd>0.871 ±
-                        7.19
+                    <dd>0.606 ±
+                        6.16
                     
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                     <dt>Min | Max</dt>
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-                        <span class="min-value">0.0504</span> |
-                        <span class="max-value">2.27e+03</span>
+                        <span class="min-value">0.0502</span> |
+                        <span class="max-value">2.81e+03</span>
                     
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@@ -31051,12 +31041,12 @@ to summarize each topic.
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@@ -31268,8 +31258,8 @@ to summarize each topic.
         
 
     <div class="card box-shadow column-summary" id="col_7"
-        data-name-repr="&#39;text: participation, annoyance, redundant&#39;"
-        data-column-name="text: participation, annoyance, redundant"
+        data-name-repr="&#39;text: requiem, morgana, melancholy&#39;"
+        data-column-name="text: requiem, morgana, melancholy"
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@@ -31285,7 +31275,7 @@ to summarize each topic.
                 <input data-role="select-column-checkbox"
                     data-manager="SelectColumnCheckBox" type="checkbox">
             
-                <span class="select-all wrap-long-name">text: participation, annoyance, redundant</span>
+                <span class="select-all wrap-long-name">text: requiem, morgana, melancholy</span>
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             <span>Float64DType</span></div>
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@@ -31305,22 +31295,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>6.30 ±
-                        27.7
+                    <dd>8.70 ±
+                        48.3
                     
                     </dd>
                 
                 
                     <dt>Median ± IQR</dt>
-                    <dd>0.466 ±
-                        4.80
+                    <dd>0.661 ±
+                        6.88
                     
                     </dd>
 
                     <dt>Min | Max</dt>
                     <dd>
-                        <span class="min-value">0.0510</span> |
-                        <span class="max-value">790.</span>
+                        <span class="min-value">0.0574</span> |
+                        <span class="max-value">1.45e+03</span>
                     
                     </dd>
                 
@@ -31338,12 +31328,12 @@ to summarize each topic.
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-        data-name-repr="&#39;text: eurydice, originally, original&#39;"
-        data-column-name="text: eurydice, originally, original"
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-                <span class="select-all wrap-long-name">text: eurydice, originally, original</span>
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                     <dt>Mean ± Std</dt>
-                    <dd>4.65 ±
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+                    <dd>8.83 ±
+                        72.9
                     
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                     <dt>Median ± IQR</dt>
-                    <dd>0.209 ±
-                        1.15
+                    <dd>0.710 ±
+                        6.49
                     
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-                        <span class="min-value">0.0530</span> |
-                        <span class="max-value">204.</span>
+                        <span class="min-value">0.0502</span> |
+                        <span class="max-value">2.27e+03</span>
                     
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                     <dt>Mean ± Std</dt>
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+                    <dd>5.17 ±
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                     <dt>Median ± IQR</dt>
-                    <dd>0.724 ±
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+                        <span class="min-value">0.0518</span> |
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-        data-name-repr="&#39;text: mississippi, teammates, beautifuls&#39;"
-        data-column-name="text: mississippi, teammates, beautifuls"
+        data-name-repr="&#39;text: yourselves, pseudoscience, ourselves&#39;"
+        data-column-name="text: yourselves, pseudoscience, ourselves"
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@@ -32166,22 +32156,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>5.41 ±
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+                    <dd>12.1 ±
+                        91.1
                     
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+                    <dd>0.439 ±
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+                        <span class="min-value">0.0501</span> |
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                     <dt>Mean ± Std</dt>
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-                    <dd>0.383 ±
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-        data-name-repr="&#39;text: goinggoinggoing, awkwardly, background&#39;"
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-                <span class="select-all wrap-long-name">text: goinggoinggoing, awkwardly, background</span>
+                <span class="select-all wrap-long-name">text: suicide, fucking, quirky</span>
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                     <dt>Mean ± Std</dt>
-                    <dd>6.08 ±
-                        18.3
+                    <dd>9.69 ±
+                        41.7
                     
                     </dd>
                 
                 
                     <dt>Median ± IQR</dt>
-                    <dd>0.274 ±
-                        3.36
+                    <dd>0.919 ±
+                        10.8
                     
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                     <dt>Min | Max</dt>
                     <dd>
-                        <span class="min-value">0.0544</span> |
-                        <span class="max-value">309.</span>
+                        <span class="min-value">0.0503</span> |
+                        <span class="max-value">1.22e+03</span>
                     
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@@ -32970,8 +32990,8 @@ to summarize each topic.
         
 
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-        data-name-repr="&#39;text: terrorists, democrats, democraps&#39;"
-        data-column-name="text: terrorists, democrats, democraps"
+        data-name-repr="&#39;text: trumptards, withdrawal, abandoning&#39;"
+        data-column-name="text: trumptards, withdrawal, abandoning"
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@@ -32987,7 +33007,7 @@ to summarize each topic.
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-                <span class="select-all wrap-long-name">text: terrorists, democrats, democraps</span>
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@@ -33007,22 +33027,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>3.70 ±
-                        16.8
+                    <dd>4.26 ±
+                        16.1
                     
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                     <dt>Median ± IQR</dt>
-                    <dd>0.136 ±
-                        0.159
+                    <dd>0.252 ±
+                        1.23
                     
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-                        <span class="min-value">0.0513</span> |
-                        <span class="max-value">251.</span>
+                        <span class="min-value">0.0517</span> |
+                        <span class="max-value">363.</span>
                     
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@@ -33257,8 +33267,8 @@ to summarize each topic.
         
 
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+        data-name-repr="&#39;text: absolutely, completely, absolute&#39;"
+        data-column-name="text: absolutely, completely, absolute"
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@@ -33274,7 +33284,7 @@ to summarize each topic.
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-                <span class="select-all wrap-long-name">text: importantly, activities, exterminates</span>
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@@ -33294,22 +33304,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>6.02 ±
-                        27.8
+                    <dd>6.58 ±
+                        23.6
                     
                     </dd>
                 
                 
                     <dt>Median ± IQR</dt>
-                    <dd>0.331 ±
-                        2.69
+                    <dd>0.295 ±
+                        2.35
                     
                     </dd>
 
                     <dt>Min | Max</dt>
                     <dd>
-                        <span class="min-value">0.0520</span> |
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+                        <span class="min-value">0.0511</span> |
+                        <span class="max-value">552.</span>
                     
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+        data-name-repr="&#39;text: beautifuls, beautiful, utm_medium&#39;"
+        data-column-name="text: beautifuls, beautiful, utm_medium"
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@@ -33838,7 +33858,7 @@ to summarize each topic.
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-                <span class="select-all wrap-long-name">text: previously, lackluster, survivability</span>
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@@ -33858,22 +33878,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>10.3 ±
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+                    <dd>2.94 ±
+                        13.1
                     
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                     <dt>Median ± IQR</dt>
-                    <dd>0.781 ±
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+                    <dd>0.135 ±
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+                        <span class="min-value">0.0523</span> |
+                        <span class="max-value">160.</span>
                     
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-                <span class="select-all wrap-long-name">text: yourselves, ourselves, yourself</span>
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@@ -34145,22 +34175,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>12.3 ±
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+                    <dd>6.38 ±
+                        38.8
                     
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                     <dt>Median ± IQR</dt>
-                    <dd>0.657 ±
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+                    <dd>0.397 ±
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+                        <span class="min-value">0.0507</span> |
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@@ -34692,8 +34712,8 @@ to summarize each topic.
         
 
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-        data-name-repr="&#39;text: melancholy, morgana, requiem&#39;"
-        data-column-name="text: melancholy, morgana, requiem"
+        data-name-repr="&#39;text: castellano, underboss, dellacroce&#39;"
+        data-column-name="text: castellano, underboss, dellacroce"
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@@ -34709,7 +34729,7 @@ to summarize each topic.
                 <input data-role="select-column-checkbox"
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-                <span class="select-all wrap-long-name">text: melancholy, morgana, requiem</span>
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@@ -34729,22 +34749,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>9.43 ±
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+                    <dd>6.99 ±
+                        30.6
                     
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                     <dt>Median ± IQR</dt>
-                    <dd>0.709 ±
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+                    <dd>0.515 ±
+                        4.97
                     
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+                        <span class="min-value">0.0505</span> |
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+        data-column-name="text: volunteering, interview, intimidated"
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@@ -34996,7 +35026,7 @@ to summarize each topic.
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-                <span class="select-all wrap-long-name">text: specifically, experience, experienced</span>
+                <span class="select-all wrap-long-name">text: volunteering, interview, intimidated</span>
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@@ -35016,22 +35046,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>6.12 ±
-                        18.6
+                    <dd>9.01 ±
+                        44.1
                     
                     </dd>
                 
                 
                     <dt>Median ± IQR</dt>
-                    <dd>0.262 ±
-                        1.92
+                    <dd>0.636 ±
+                        6.31
                     
                     </dd>
 
                     <dt>Min | Max</dt>
                     <dd>
-                        <span class="min-value">0.0521</span> |
-                        <span class="max-value">303.</span>
+                        <span class="min-value">0.0504</span> |
+                        <span class="max-value">1.28e+03</span>
                     
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-        data-column-name="text: pedophile, pedophiles, pfffffft"
+        data-name-repr="&#39;text: interesting, supporters, interested&#39;"
+        data-column-name="text: interesting, supporters, interested"
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-                <span class="select-all wrap-long-name">text: pedophile, pedophiles, pfffffft</span>
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                     <dt>Mean ± Std</dt>
-                    <dd>2.99 ±
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+                    <dd>5.91 ±
+                        24.2
                     
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                     <dt>Median ± IQR</dt>
-                    <dd>0.126 ±
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+                    <dd>0.315 ±
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-                        <span class="min-value">0.0521</span> |
-                        <span class="max-value">450.</span>
+                        <span class="min-value">0.0508</span> |
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@@ -35563,8 +35583,8 @@ to summarize each topic.
         
 
     <div class="card box-shadow column-summary" id="col_22"
-        data-name-repr="&#39;text: cuntmila, pizzaaaa, lowlifescumbag&#39;"
-        data-column-name="text: cuntmila, pizzaaaa, lowlifescumbag"
+        data-name-repr="&#39;text: barzini, michael, timeline&#39;"
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@@ -35580,7 +35600,7 @@ to summarize each topic.
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-                <span class="select-all wrap-long-name">text: cuntmila, pizzaaaa, lowlifescumbag</span>
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@@ -35600,22 +35620,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>4.07 ±
-                        16.4
+                    <dd>5.63 ±
+                        17.7
                     
                     </dd>
                 
                 
                     <dt>Median ± IQR</dt>
-                    <dd>0.124 ±
-                        0.206
+                    <dd>0.267 ±
+                        2.11
                     
                     </dd>
 
                     <dt>Min | Max</dt>
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-                        <span class="min-value">0.0517</span> |
-                        <span class="max-value">325.</span>
+                        <span class="min-value">0.0512</span> |
+                        <span class="max-value">356.</span>
                     
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@@ -35638,7 +35658,7 @@ to summarize each topic.
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@@ -35818,12 +35838,12 @@ to summarize each topic.
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@@ -35840,8 +35860,8 @@ to summarize each topic.
         
 
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-        data-name-repr="&#39;text: congratulations, americans, financial&#39;"
-        data-column-name="text: congratulations, americans, financial"
+        data-name-repr="&#39;text: pokémon, calderon, wondering&#39;"
+        data-column-name="text: pokémon, calderon, wondering"
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@@ -35857,7 +35877,7 @@ to summarize each topic.
                 <input data-role="select-column-checkbox"
                     data-manager="SelectColumnCheckBox" type="checkbox">
             
-                <span class="select-all wrap-long-name">text: congratulations, americans, financial</span>
+                <span class="select-all wrap-long-name">text: pokémon, calderon, wondering</span>
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@@ -35877,22 +35897,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>5.75 ±
-                        23.0
+                    <dd>5.38 ±
+                        16.8
                     
                     </dd>
                 
                 
                     <dt>Median ± IQR</dt>
-                    <dd>0.285 ±
-                        2.09
+                    <dd>0.205 ±
+                        1.38
                     
                     </dd>
 
                     <dt>Min | Max</dt>
                     <dd>
-                        <span class="min-value">0.0520</span> |
-                        <span class="max-value">458.</span>
+                        <span class="min-value">0.0515</span> |
+                        <span class="max-value">272.</span>
                     
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@@ -35910,12 +35930,12 @@ to summarize each topic.
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@@ -35944,121 +35964,121 @@ to summarize each topic.
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                     <dt>Mean ± Std</dt>
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+                    <dd>4.69 ±
+                        24.1
                     
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                     <dt>Median ± IQR</dt>
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+                    <dd>0.263 ±
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+                        <span class="min-value">0.0507</span> |
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@@ -36424,8 +36434,8 @@ to summarize each topic.
         
 
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-        data-name-repr="&#39;text: destroyed, decoding, pallets&#39;"
-        data-column-name="text: destroyed, decoding, pallets"
+        data-name-repr="&#39;text: fuckcancelculture, fuckliberals, cancelculture&#39;"
+        data-column-name="text: fuckcancelculture, fuckliberals, cancelculture"
         data-column-idx="25"
      
      
@@ -36441,7 +36451,7 @@ to summarize each topic.
                 <input data-role="select-column-checkbox"
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-                <span class="select-all wrap-long-name">text: destroyed, decoding, pallets</span>
+                <span class="select-all wrap-long-name">text: fuckcancelculture, fuckliberals, cancelculture</span>
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@@ -36461,22 +36471,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>4.80 ±
-                        16.6
+                    <dd>4.79 ±
+                        29.5
                     
                     </dd>
                 
                 
                     <dt>Median ± IQR</dt>
-                    <dd>0.258 ±
-                        1.44
+                    <dd>0.145 ±
+                        0.232
                     
                     </dd>
 
                     <dt>Min | Max</dt>
                     <dd>
-                        <span class="min-value">0.0540</span> |
-                        <span class="max-value">254.</span>
+                        <span class="min-value">0.0507</span> |
+                        <span class="max-value">447.</span>
                     
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+       <g id="text_5">
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@@ -36711,8 +36711,8 @@ to summarize each topic.
         
 
     <div class="card box-shadow column-summary" id="col_26"
-        data-name-repr="&#39;text: communicated, communications, departments&#39;"
-        data-column-name="text: communicated, communications, departments"
+        data-name-repr="&#39;text: johnson, vaccine, august&#39;"
+        data-column-name="text: johnson, vaccine, august"
         data-column-idx="26"
      
      
@@ -36728,7 +36728,7 @@ to summarize each topic.
                 <input data-role="select-column-checkbox"
                     data-manager="SelectColumnCheckBox" type="checkbox">
             
-                <span class="select-all wrap-long-name">text: communicated, communications, departments</span>
+                <span class="select-all wrap-long-name">text: johnson, vaccine, august</span>
             </h3>
             <span>Float64DType</span></div>
         <div class="column-summary-content wrapper">
@@ -36748,22 +36748,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>5.77 ±
-                        27.5
+                    <dd>6.17 ±
+                        21.4
                     
                     </dd>
                 
                 
                     <dt>Median ± IQR</dt>
-                    <dd>0.386 ±
-                        2.81
+                    <dd>0.310 ±
+                        3.07
                     
                     </dd>
 
                     <dt>Min | Max</dt>
                     <dd>
                         <span class="min-value">0.0509</span> |
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                     <dt>Mean ± Std</dt>
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+                    <dd>10.5 ±
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                     <dt>Mean ± Std</dt>
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@@ -37562,8 +37562,8 @@ to summarize each topic.
         
 
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@@ -37579,7 +37579,7 @@ to summarize each topic.
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                     data-manager="SelectColumnCheckBox" type="checkbox">
             
-                <span class="select-all wrap-long-name">text: deepening, between, bitchymitchy</span>
+                <span class="select-all wrap-long-name">text: republicans, republican, mythology</span>
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@@ -37599,22 +37599,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>6.68 ±
-                        28.2
+                    <dd>6.97 ±
+                        38.5
                     
                     </dd>
                 
                 
                     <dt>Median ± IQR</dt>
-                    <dd>0.600 ±
-                        5.79
+                    <dd>0.481 ±
+                        3.93
                     
                     </dd>
 
                     <dt>Min | Max</dt>
                     <dd>
-                        <span class="min-value">0.0510</span> |
-                        <span class="max-value">800.</span>
+                        <span class="min-value">0.0507</span> |
+                        <span class="max-value">1.10e+03</span>
                     
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-        data-name-repr="&#39;text: something, seasoning, already&#39;"
-        data-column-name="text: something, seasoning, already"
+        data-name-repr="&#39;text: international, missionaries, activities&#39;"
+        data-column-name="text: international, missionaries, activities"
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@@ -37876,7 +37866,7 @@ to summarize each topic.
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-                <span class="select-all wrap-long-name">text: something, seasoning, already</span>
+                <span class="select-all wrap-long-name">text: international, missionaries, activities</span>
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@@ -37896,22 +37886,22 @@ to summarize each topic.
 
                 
                     <dt>Mean ± Std</dt>
-                    <dd>5.55 ±
-                        18.9
+                    <dd>5.26 ±
+                        20.3
                     
                     </dd>
                 
                 
                     <dt>Median ± IQR</dt>
-                    <dd>0.311 ±
-                        2.82
+                    <dd>0.307 ±
+                        2.49
                     
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                     <dt>Min | Max</dt>
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-                        <span class="min-value">0.0519</span> |
-                        <span class="max-value">351.</span>
+                        <span class="min-value">0.0512</span> |
+                        <span class="max-value">482.</span>
                     
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+       <g id="line2d_7">
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+    " clip-path="url(#pc62ea7c2a9)" style="fill: none; stroke-dasharray: 5.55,2.4; stroke-dashoffset: 0; stroke: #dd0000; stroke-width: 1.5"/>
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@@ -38123,13 +38123,13 @@ to summarize each topic.
     L 177.2875 86.798437 
     " style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
        </g>
-       <g id="text_6">
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+       <g id="text_7">
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       </g>
      </g>
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+      <clipPath id="pc62ea7c2a9">
        <rect x="33.2875" y="14.798437" width="144" height="72"/>
       </clipPath>
      </defs>
@@ -38177,7 +38177,7 @@ to summarize each topic.
             
                 <tr>
                     <td class="ellided">text</td>
-                    <td class="ellided">text: emblazoned, gargantuan, changing</td>
+                    <td class="ellided">text: emblazoned, confederate, gargantuan</td>
                     <td
                     
                         class="critical">
@@ -38187,17 +38187,16 @@ to summarize each topic.
         
                 <tr>
                     <td class="ellided">text</td>
-                    <td class="ellided">text: fucking, suicide, fuckin</td>
+                    <td class="ellided">text: suicide, fucking, quirky</td>
                     <td
-                    
-                        class="critical">
-                        1.00
+                        >
+                        0.707
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">text: mississippi, teammates, beautifuls</td>
-                    <td class="ellided">text: melancholy, morgana, requiem</td>
+                    <td class="ellided">text: conservatives, consequences, preservatives</td>
+                    <td class="ellided">text: republicans, republican, mythology</td>
                     <td
                         >
                         0.707
@@ -38205,8 +38204,8 @@ to summarize each topic.
                 </tr>
         
                 <tr>
-                    <td class="ellided">text: congress, prosecuting, blackmailed</td>
-                    <td class="ellided">text: congratulations, americans, financial</td>
+                    <td class="ellided">text: blackmailed, congress, soooooo</td>
+                    <td class="ellided">text: insurrectionist, amerikkklans, bankruptcies</td>
                     <td
                         >
                         0.707
@@ -38214,35 +38213,35 @@ to summarize each topic.
                 </tr>
         
                 <tr>
-                    <td class="ellided">text: interview, japanese, meantime</td>
-                    <td class="ellided">text: melancholy, morgana, requiem</td>
+                    <td class="ellided">text: impeachment, misdemeanors, eligibility</td>
+                    <td class="ellided">text: insurrectionist, amerikkklans, bankruptcies</td>
                     <td
                         >
-                        0.707
+                        0.500
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">text: promised, promises, promote</td>
-                    <td class="ellided">text: definitely, neighbors, electricity</td>
+                    <td class="ellided">text: blackmailed, congress, soooooo</td>
+                    <td class="ellided">text: impeachment, misdemeanors, eligibility</td>
                     <td
                         >
-                        0.577
+                        0.500
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">text: definitely, neighbors, electricity</td>
-                    <td class="ellided">text: infrastructure, president, investment</td>
+                    <td class="ellided">text: blackmailed, congress, soooooo</td>
+                    <td class="ellided">text: castellano, underboss, dellacroce</td>
                     <td
                         >
-                        0.577
+                        0.500
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">text: interview, japanese, meantime</td>
-                    <td class="ellided">text: mississippi, teammates, beautifuls</td>
+                    <td class="ellided">text: castellano, underboss, dellacroce</td>
+                    <td class="ellided">text: insurrectionist, amerikkklans, bankruptcies</td>
                     <td
                         >
                         0.500
@@ -38251,25 +38250,25 @@ to summarize each topic.
         
                 <tr>
                     <td class="ellided">text</td>
-                    <td class="ellided">text: terrorists, democrats, democraps</td>
+                    <td class="ellided">text: fuckcancelculture, fuckliberals, cancelculture</td>
                     <td
                         >
-                        0.378
+                        0.408
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">text: terrorists, democrats, democraps</td>
-                    <td class="ellided">text: republican, mythology, republic</td>
+                    <td class="ellided">text: absolutely, completely, absolute</td>
+                    <td class="ellided">text: republicans, republican, mythology</td>
                     <td
                         >
-                        0.353
+                        0.408
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">text: republican, mythology, republic</td>
-                    <td class="ellided">text: pedophile, pedophiles, pfffffft</td>
+                    <td class="ellided">text: boycotthollywood, hollywood, assholes</td>
+                    <td class="ellided">text: conservatives, consequences, preservatives</td>
                     <td
                         >
                         0.353
@@ -38277,44 +38276,44 @@ to summarize each topic.
                 </tr>
         
                 <tr>
-                    <td class="ellided">text: importantly, activities, exterminates</td>
-                    <td class="ellided">text: congress, prosecuting, blackmailed</td>
+                    <td class="ellided">text: castellano, underboss, dellacroce</td>
+                    <td class="ellided">text: unrelentless, relentlessly, unverified</td>
                     <td
                         >
-                        0.316
+                        0.353
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">text: republican, mythology, republic</td>
-                    <td class="ellided">text: destroyed, decoding, pallets</td>
+                    <td class="ellided">text: impeachment, misdemeanors, eligibility</td>
+                    <td class="ellided">text: castellano, underboss, dellacroce</td>
                     <td
                         >
-                        0.315
+                        0.326
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">text: terrorists, democrats, democraps</td>
-                    <td class="ellided">text: pedophile, pedophiles, pfffffft</td>
+                    <td class="ellided">text: boycotthollywood, hollywood, assholes</td>
+                    <td class="ellided">text: republicans, republican, mythology</td>
                     <td
                         >
-                        0.299
+                        0.288
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">text: technical, involved, literally</td>
-                    <td class="ellided">text: congratulations, americans, financial</td>
+                    <td class="ellided">text: insurrectionist, amerikkklans, bankruptcies</td>
+                    <td class="ellided">text: international, missionaries, activities</td>
                     <td
                         >
-                        0.297
+                        0.288
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">text: definitely, neighbors, electricity</td>
-                    <td class="ellided">text: johnson, vaccine, recently</td>
+                    <td class="ellided">text: blackmailed, congress, soooooo</td>
+                    <td class="ellided">text: international, missionaries, activities</td>
                     <td
                         >
                         0.288
@@ -38322,38 +38321,38 @@ to summarize each topic.
                 </tr>
         
                 <tr>
-                    <td class="ellided">text: promised, promises, promote</td>
-                    <td class="ellided">text: communicated, communications, departments</td>
+                    <td class="ellided">text: boycotthollywood, hollywood, assholes</td>
+                    <td class="ellided">text: unrelentless, relentlessly, unverified</td>
                     <td
                         >
-                        0.288
+                        0.249
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">text: congratulations, americans, financial</td>
-                    <td class="ellided">text: communicated, communications, departments</td>
+                    <td class="ellided">text</td>
+                    <td class="ellided">text: bitchymitchy, stupidity, stupid</td>
                     <td
                         >
-                        0.288
+                        0.236
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">text: congress, prosecuting, blackmailed</td>
-                    <td class="ellided">text: communicated, communications, departments</td>
+                    <td class="ellided">text: boycotthollywood, hollywood, assholes</td>
+                    <td class="ellided">text: international, missionaries, activities</td>
                     <td
                         >
-                        0.288
+                        0.235
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">text: importantly, activities, exterminates</td>
-                    <td class="ellided">text: congratulations, americans, financial</td>
+                    <td class="ellided">text: suspenders, skinhead, remember</td>
+                    <td class="ellided">text: interesting, supporters, interested</td>
                     <td
                         >
-                        0.258
+                        0.204
                     </td>
                 </tr>
         
@@ -38379,7 +38378,7 @@ to summarize each topic.
             </div>
         </template>
 
-        <skrub-table-report class="report" id="report_5b3a57e6">
+        <skrub-table-report class="report" id="report_0e6008b2">
         </skrub-table-report>
 
         <script type="module">
@@ -39410,7 +39409,7 @@ to summarize each topic.
         </script>
     </div>
 
-    <div id="report_5b3a57e6-wrapper-fallback">
+    <div id="report_0e6008b2-wrapper-fallback">
         <h2>Please enable javascript</h2>
         <p>
             The skrub table reports need javascript to display correctly. If you are
@@ -39421,8 +39420,8 @@ to summarize each topic.
     </div>
 
     <script>
-     document.getElementById("report_5b3a57e6-wrapper").removeAttribute("hidden");
-     document.getElementById("report_5b3a57e6-wrapper-fallback").setAttribute("hidden", "");
+     document.getElementById("report_0e6008b2-wrapper").removeAttribute("hidden");
+     document.getElementById("report_0e6008b2-wrapper-fallback").setAttribute("hidden", "");
     </script>
     </div>
     <br />
@@ -39743,7 +39742,7 @@ such as torch.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (2 minutes 57.255 seconds)
+   **Total running time of the script:** (3 minutes 4.673 seconds)
 
 
 .. _sphx_glr_download_auto_examples_02_text_with_string_encoders.py:
@@ -39755,7 +39754,7 @@ such as torch.
     .. container:: binder-badge
 
       .. image:: images/binder_badge_logo.svg
-        :target: https://mybinder.org/v2/gh/skrub-data/skrub/0.4.0?urlpath=lab/tree/notebooks/auto_examples/02_text_with_string_encoders.ipynb
+        :target: https://mybinder.org/v2/gh/skrub-data/skrub/0.4.1?urlpath=lab/tree/notebooks/auto_examples/02_text_with_string_encoders.ipynb
         :alt: Launch binder
         :width: 150 px
 
diff --git a/0.4/_sources/auto_examples/03_datetime_encoder.rst.txt b/0.4/_sources/auto_examples/03_datetime_encoder.rst.txt
index 004f01d21..fe6dc7657 100644
--- a/0.4/_sources/auto_examples/03_datetime_encoder.rst.txt
+++ b/0.4/_sources/auto_examples/03_datetime_encoder.rst.txt
@@ -519,8 +519,8 @@ which ensures that the test set is always in the future.
  .. code-block:: none
 
 
-    array([ -6664.06809097,  -6520.55512687, -21139.48809623, -13477.41367099,
-           -14915.63248505])
+    array([ -6664.06809097,  -6520.55512687, -21139.48809623, -13107.32356851,
+           -14028.13086367])
 
 
 
@@ -666,7 +666,7 @@ and transforms datetime columns by default.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 5.398 seconds)
+   **Total running time of the script:** (0 minutes 5.267 seconds)
 
 
 .. _sphx_glr_download_auto_examples_03_datetime_encoder.py:
@@ -678,7 +678,7 @@ and transforms datetime columns by default.
     .. container:: binder-badge
 
       .. image:: images/binder_badge_logo.svg
-        :target: https://mybinder.org/v2/gh/skrub-data/skrub/0.4.0?urlpath=lab/tree/notebooks/auto_examples/03_datetime_encoder.ipynb
+        :target: https://mybinder.org/v2/gh/skrub-data/skrub/0.4.1?urlpath=lab/tree/notebooks/auto_examples/03_datetime_encoder.ipynb
         :alt: Launch binder
         :width: 150 px
 
diff --git a/0.4/_sources/auto_examples/04_fuzzy_joining.rst.txt b/0.4/_sources/auto_examples/04_fuzzy_joining.rst.txt
index e33790dc4..cc4e7620a 100644
--- a/0.4/_sources/auto_examples/04_fuzzy_joining.rst.txt
+++ b/0.4/_sources/auto_examples/04_fuzzy_joining.rst.txt
@@ -884,7 +884,7 @@ To join them with skrub, we only need to do the following:
 
 .. GENERATED FROM PYTHON SOURCE LINES 145-161
 
-We see that our |fj| succesfully identified the countries,
+We see that our |fj| successfully identified the countries,
 even though some country names differ between tables.
 
 For instance, "Egypt" and "Egypt, Arab Rep." are correctly matched, as are
@@ -1058,7 +1058,7 @@ us an overview of the situation:
 
 .. GENERATED FROM PYTHON SOURCE LINES 170-173
 
-We see that some matches were unsuccesful
+We see that some matches were unsuccessful
 (e.g "Palestinian Territories*" and "Palau"),
 because there is simply no match in the two tables.
 
@@ -1611,7 +1611,7 @@ Data cleaning varies from dataset to dataset: there are as
 many ways to clean a table as there are errors. |fj|
 method is generalizable across all datasets.
 
-Data transformation is also often very costly in both time and ressources.
+Data transformation is also often very costly in both time and resources.
 |fj| is fast and easy-to-use.
 
 Now up to you, try improving our model by adding information into it and
@@ -1715,7 +1715,7 @@ introduced into a grid search:
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 10.678 seconds)
+   **Total running time of the script:** (0 minutes 10.942 seconds)
 
 
 .. _sphx_glr_download_auto_examples_04_fuzzy_joining.py:
@@ -1727,7 +1727,7 @@ introduced into a grid search:
     .. container:: binder-badge
 
       .. image:: images/binder_badge_logo.svg
-        :target: https://mybinder.org/v2/gh/skrub-data/skrub/0.4.0?urlpath=lab/tree/notebooks/auto_examples/04_fuzzy_joining.ipynb
+        :target: https://mybinder.org/v2/gh/skrub-data/skrub/0.4.1?urlpath=lab/tree/notebooks/auto_examples/04_fuzzy_joining.ipynb
         :alt: Launch binder
         :width: 150 px
 
diff --git a/0.4/_sources/auto_examples/05_deduplication.rst.txt b/0.4/_sources/auto_examples/05_deduplication.rst.txt
index cdb993fbf..f56c0b0eb 100644
--- a/0.4/_sources/auto_examples/05_deduplication.rst.txt
+++ b/0.4/_sources/auto_examples/05_deduplication.rst.txt
@@ -337,7 +337,7 @@ or |MinHash|.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 4.703 seconds)
+   **Total running time of the script:** (0 minutes 1.328 seconds)
 
 
 .. _sphx_glr_download_auto_examples_05_deduplication.py:
@@ -349,7 +349,7 @@ or |MinHash|.
     .. container:: binder-badge
 
       .. image:: images/binder_badge_logo.svg
-        :target: https://mybinder.org/v2/gh/skrub-data/skrub/0.4.0?urlpath=lab/tree/notebooks/auto_examples/05_deduplication.ipynb
+        :target: https://mybinder.org/v2/gh/skrub-data/skrub/0.4.1?urlpath=lab/tree/notebooks/auto_examples/05_deduplication.ipynb
         :alt: Launch binder
         :width: 150 px
 
diff --git a/0.4/_sources/auto_examples/06_ken_embeddings.rst.txt b/0.4/_sources/auto_examples/06_ken_embeddings.rst.txt
index dd4e45a6b..c25261cf8 100644
--- a/0.4/_sources/auto_examples/06_ken_embeddings.rst.txt
+++ b/0.4/_sources/auto_examples/06_ken_embeddings.rst.txt
@@ -25,7 +25,7 @@ When the data comprises common entities (cities,
 companies or famous people), bringing new information assembled from external
 sources may be the key to improving the analysis.
 
-Embeddings, or vectorial representations of entities, are a conveniant way to
+Embeddings, or vectorial representations of entities, are a convenient way to
 capture and summarize the information on an entity.
 Relational data embeddings capture all common entities from Wikipedia. [#]_
 These will be called `KEN embeddings` in the following example.
@@ -305,7 +305,7 @@ We will start by checking out the available tables with
  .. code-block:: none
 
 
-    {'games', 'schools', 'albums', 'movies', 'all_entities', 'companies'}
+    {'games', 'movies', 'companies', 'schools', 'all_entities', 'albums'}
 
 
 
@@ -588,7 +588,7 @@ The |Pipeline| can now be readily applied to the dataframe for prediction:
 
     from sklearn.model_selection import cross_validate
 
-    # We will save the results in a dictionnary:
+    # We will save the results in a dictionary:
     all_r2_scores = dict()
     all_rmse_scores = dict()
 
@@ -839,7 +839,7 @@ It helped significantly improve the prediction score.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (1 minutes 14.813 seconds)
+   **Total running time of the script:** (1 minutes 33.191 seconds)
 
 
 .. _sphx_glr_download_auto_examples_06_ken_embeddings.py:
@@ -851,7 +851,7 @@ It helped significantly improve the prediction score.
     .. container:: binder-badge
 
       .. image:: images/binder_badge_logo.svg
-        :target: https://mybinder.org/v2/gh/skrub-data/skrub/0.4.0?urlpath=lab/tree/notebooks/auto_examples/06_ken_embeddings.ipynb
+        :target: https://mybinder.org/v2/gh/skrub-data/skrub/0.4.1?urlpath=lab/tree/notebooks/auto_examples/06_ken_embeddings.ipynb
         :alt: Launch binder
         :width: 150 px
 
diff --git a/0.4/_sources/auto_examples/07_multiple_key_join.rst.txt b/0.4/_sources/auto_examples/07_multiple_key_join.rst.txt
index e092629ff..d71f70544 100644
--- a/0.4/_sources/auto_examples/07_multiple_key_join.rst.txt
+++ b/0.4/_sources/auto_examples/07_multiple_key_join.rst.txt
@@ -33,7 +33,7 @@ longitude and latitude.
 
 |joiner| is a scikit-learn compatible transformer that enables
 performing joins across multiple keys,
-independantly of the data type (numerical, string or mixed).
+independently of the data type (numerical, string or mixed).
 
 The following example uses US domestic flights data
 to illustrate how space and time information from a
@@ -706,7 +706,7 @@ First we join the stations with weather on the ID (exact join):
 
 .. GENERATED FROM PYTHON SOURCE LINES 109-111
 
-Then we join this table with the airports so that we get all auxilliary
+Then we join this table with the airports so that we get all auxiliary
 tables into one.
 
 .. GENERATED FROM PYTHON SOURCE LINES 111-120
@@ -914,7 +914,7 @@ tables into one.
 .. GENERATED FROM PYTHON SOURCE LINES 121-123
 
 Joining airports with flights data:
-Let's instanciate another multiple key joiner on the date and the airport:
+Let's instantiate another multiple key joiner on the date and the airport:
 
 .. GENERATED FROM PYTHON SOURCE LINES 123-132
 
@@ -1244,7 +1244,7 @@ Our final cross-validated accuracy score is 0.55.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 16.391 seconds)
+   **Total running time of the script:** (0 minutes 27.247 seconds)
 
 
 .. _sphx_glr_download_auto_examples_07_multiple_key_join.py:
@@ -1256,7 +1256,7 @@ Our final cross-validated accuracy score is 0.55.
     .. container:: binder-badge
 
       .. image:: images/binder_badge_logo.svg
-        :target: https://mybinder.org/v2/gh/skrub-data/skrub/0.4.0?urlpath=lab/tree/notebooks/auto_examples/07_multiple_key_join.ipynb
+        :target: https://mybinder.org/v2/gh/skrub-data/skrub/0.4.1?urlpath=lab/tree/notebooks/auto_examples/07_multiple_key_join.ipynb
         :alt: Launch binder
         :width: 150 px
 
diff --git a/0.4/_sources/auto_examples/08_join_aggregation.rst.txt b/0.4/_sources/auto_examples/08_join_aggregation.rst.txt
index d88cc0d24..be0321cc3 100644
--- a/0.4/_sources/auto_examples/08_join_aggregation.rst.txt
+++ b/0.4/_sources/auto_examples/08_join_aggregation.rst.txt
@@ -116,8 +116,8 @@ Each product has several attributes:
 
     <div class="output_subarea output_html rendered_html output_result">
 
-    <div id="report_0a5712d8-wrapper" hidden>
-        <template id="report_0a5712d8-template">
+    <div id="report_0e011cdd-wrapper" hidden>
+        <template id="report_0e011cdd-template">
             <style>
              /*!
     Pure v3.0.0
@@ -1316,7 +1316,7 @@ Each product has several attributes:
                 
                 
                     <th
-                    id="b0c6657f"
+                    id="85faac82"
                     class="table-cell ellided-short "
                 
                     data-role="padding"
@@ -1346,7 +1346,7 @@ Each product has several attributes:
                 
                 
                     <th
-                    id="0f5963a8"
+                    id="8e205520"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -1380,7 +1380,7 @@ Each product has several attributes:
                 
                 
                     <th
-                    id="9f678022"
+                    id="5e0e92d1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -1414,7 +1414,7 @@ Each product has several attributes:
                 
                 
                     <th
-                    id="2da38482"
+                    id="0266a6a5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -1448,7 +1448,7 @@ Each product has several attributes:
                 
                 
                     <th
-                    id="007588ae"
+                    id="c2715d5c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -1482,7 +1482,7 @@ Each product has several attributes:
                 
                 
                     <th
-                    id="1830b912"
+                    id="1e7c0d00"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -1516,7 +1516,7 @@ Each product has several attributes:
                 
                 
                     <th
-                    id="6294e13f"
+                    id="fff17354"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -1550,7 +1550,7 @@ Each product has several attributes:
                 
                 
                     <th
-                    id="06a671b2"
+                    id="db3ee03d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -1598,7 +1598,7 @@ Each product has several attributes:
                 
                 
                     <th
-                    id="55eec985"
+                    id="403ecfbd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -1626,7 +1626,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="7b24a99b"
+                    id="1d481655"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -1656,7 +1656,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="ed720088"
+                    id="f41b5ad2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -1686,7 +1686,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="b4ff49e7"
+                    id="1f10bf69"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -1716,7 +1716,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="b3fd086e"
+                    id="98f3f4dc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -1746,7 +1746,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="9691bc94"
+                    id="06cadac7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -1776,7 +1776,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="2706e00d"
+                    id="83f53e5c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -1806,7 +1806,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="fb0e09ef"
+                    id="6b70cffd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -1840,7 +1840,7 @@ Each product has several attributes:
                 
                 
                     <th
-                    id="e058b5da"
+                    id="5bcabc0b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -1868,7 +1868,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="690e19e4"
+                    id="12ab4f4c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -1898,7 +1898,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="66e85f32"
+                    id="4aa547d4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -1928,7 +1928,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="0ed82765"
+                    id="8dfa7ad9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -1958,7 +1958,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="1832cabb"
+                    id="8d903a8f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -1988,7 +1988,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="cf9f2a2d"
+                    id="c2cc63c7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2018,7 +2018,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="c8fe72fa"
+                    id="0cc82877"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2048,7 +2048,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="73534142"
+                    id="728a8cad"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2082,7 +2082,7 @@ Each product has several attributes:
                 
                 
                     <th
-                    id="339c4180"
+                    id="132df668"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -2110,7 +2110,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="21ea1e0f"
+                    id="4b5118a2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2140,7 +2140,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="b14f6f59"
+                    id="726b8473"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2170,7 +2170,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="885f6cd6"
+                    id="1ddc102f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2200,7 +2200,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="65bfde13"
+                    id="06f56bba"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2230,7 +2230,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="3894bc84"
+                    id="49dbf57b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2260,7 +2260,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="9cfda257"
+                    id="acf8ee48"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2290,7 +2290,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="325eee5b"
+                    id="aca9eeed"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2324,7 +2324,7 @@ Each product has several attributes:
                 
                 
                     <th
-                    id="3b29e25a"
+                    id="d1201990"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -2352,7 +2352,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="d75fedb7"
+                    id="89d01f72"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2382,7 +2382,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="010eff14"
+                    id="34b2e076"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2412,7 +2412,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="25dd0b98"
+                    id="42f159a9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2442,7 +2442,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="b2951852"
+                    id="4a710794"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2472,7 +2472,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="d36ef7ec"
+                    id="124127c9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2502,7 +2502,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="2ff5c879"
+                    id="a7727321"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2532,7 +2532,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="dcd0bf44"
+                    id="a9c60d0c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2566,7 +2566,7 @@ Each product has several attributes:
                 
                 
                     <th
-                    id="9164f78d"
+                    id="d59112e2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -2594,7 +2594,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="65d479b4"
+                    id="7a610269"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2624,7 +2624,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="1a692ad7"
+                    id="a433bd98"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2654,7 +2654,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="a1ddc583"
+                    id="a53552a8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2684,7 +2684,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="da9638dc"
+                    id="e8bcc071"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2714,7 +2714,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="9d15f239"
+                    id="ffa08c82"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2744,7 +2744,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="e4e623dd"
+                    id="4f98a2ef"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2774,7 +2774,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="a26a46b9"
+                    id="60331666"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2898,7 +2898,7 @@ Each product has several attributes:
                 
                 
                     <th
-                    id="81e58f1c"
+                    id="a38e9183"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -2926,7 +2926,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="3b8882e2"
+                    id="b390bfc9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2956,7 +2956,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="bb13acc3"
+                    id="33de0981"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -2986,7 +2986,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="95ada052"
+                    id="227062ad"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3016,7 +3016,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="6f7c81fd"
+                    id="9582e845"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3046,7 +3046,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="0935a52c"
+                    id="f5d957dd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3076,7 +3076,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="a22cc043"
+                    id="0d58d32b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3106,7 +3106,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="29a21375"
+                    id="dd0f5103"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3140,7 +3140,7 @@ Each product has several attributes:
                 
                 
                     <th
-                    id="5f29bc18"
+                    id="46fc9a9c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -3168,7 +3168,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="1339fe57"
+                    id="40696200"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3198,7 +3198,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="18062027"
+                    id="69ddf075"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3228,7 +3228,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="2d56aded"
+                    id="6aa4e655"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3258,7 +3258,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="a863e447"
+                    id="5ebce270"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3288,7 +3288,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="4466f03e"
+                    id="ea4b929e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3318,7 +3318,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="b5bc137e"
+                    id="2ef52881"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3348,7 +3348,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="5dba30cc"
+                    id="a912c934"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3382,7 +3382,7 @@ Each product has several attributes:
                 
                 
                     <th
-                    id="505b7bad"
+                    id="f01ab7b0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -3410,7 +3410,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="da5cdcdc"
+                    id="a9631d9f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3440,7 +3440,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="63afdcf4"
+                    id="dbf13341"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3470,7 +3470,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="5f2bdce1"
+                    id="10cb06e0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3500,7 +3500,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="4cde83f8"
+                    id="65dfd644"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3530,7 +3530,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="f6438702"
+                    id="da86cd83"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3560,7 +3560,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="bfae5086"
+                    id="b4abb09a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3590,7 +3590,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="a839dc23"
+                    id="13d1581a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3624,7 +3624,7 @@ Each product has several attributes:
                 
                 
                     <th
-                    id="6099518a"
+                    id="8d658d5a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -3652,7 +3652,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="150fe06a"
+                    id="3da795a5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3682,7 +3682,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="da72bdee"
+                    id="9fe732c6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3712,7 +3712,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="720abcb7"
+                    id="ce933082"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3742,7 +3742,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="479cae59"
+                    id="91bb3a71"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3772,7 +3772,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="53c8c762"
+                    id="0cfe52b2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -3802,7 +3802,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="9c9bf5fd"
+                    id="ee45d0b8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
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+                    id="c122cb30"
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+                    id="53dc054d"
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+                    id="4535a9e9"
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+                    id="9dda3bd0"
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+                    id="fd68a56b"
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+                    id="df26e20c"
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+           <use xlink:href="#me706e30e3c" x="122.696678" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_2">
@@ -11244,7 +11244,7 @@ Each product has several attributes:
         <g id="xtick_3">
          <g id="line2d_3">
           <g>
-           <use xlink:href="#me93dc9cf3f" x="189.829545" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#me706e30e3c" x="189.829545" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_3">
@@ -11256,12 +11256,12 @@ Each product has several attributes:
         <g id="ytick_1">
          <g id="line2d_4">
           <defs>
-           <path id="m8d184170b2" d="M 0 0 
+           <path id="mb9534bb11d" d="M 0 0 
     L -3.5 0 
     " style="stroke: #000000; stroke-width: 0.8"/>
           </defs>
           <g>
-           <use xlink:href="#m8d184170b2" x="52.375" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#mb9534bb11d" x="52.375" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_4">
@@ -11271,7 +11271,7 @@ Each product has several attributes:
         <g id="ytick_2">
          <g id="line2d_5">
           <g>
-           <use xlink:href="#m8d184170b2" x="52.375" y="37.137574" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#mb9534bb11d" x="52.375" y="37.137574" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_5">
@@ -11292,7 +11292,7 @@ Each product has several attributes:
       </g>
      </g>
      <defs>
-      <clipPath id="pbc673ff0b3">
+      <clipPath id="p21125f045d">
        <rect x="52.375" y="7.2" width="144" height="72"/>
       </clipPath>
      </defs>
@@ -11343,7 +11343,7 @@ Each product has several attributes:
                     <td class="ellided">goods_code</td>
                     <td
                         >
-                        0.659
+                        0.701
                     </td>
                 </tr>
         
@@ -11352,7 +11352,7 @@ Each product has several attributes:
                     <td class="ellided">make</td>
                     <td
                         >
-                        0.468
+                        0.470
                     </td>
                 </tr>
         
@@ -11361,7 +11361,7 @@ Each product has several attributes:
                     <td class="ellided">goods_code</td>
                     <td
                         >
-                        0.431
+                        0.451
                     </td>
                 </tr>
         
@@ -11370,25 +11370,25 @@ Each product has several attributes:
                     <td class="ellided">model</td>
                     <td
                         >
-                        0.402
+                        0.417
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">make</td>
+                    <td class="ellided">cash_price</td>
                     <td class="ellided">model</td>
                     <td
                         >
-                        0.302
+                        0.380
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">cash_price</td>
+                    <td class="ellided">make</td>
                     <td class="ellided">model</td>
                     <td
                         >
-                        0.292
+                        0.340
                     </td>
                 </tr>
         
@@ -11397,25 +11397,25 @@ Each product has several attributes:
                     <td class="ellided">cash_price</td>
                     <td
                         >
-                        0.250
+                        0.339
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">make</td>
+                    <td class="ellided">cash_price</td>
                     <td class="ellided">goods_code</td>
                     <td
                         >
-                        0.249
+                        0.332
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">cash_price</td>
+                    <td class="ellided">make</td>
                     <td class="ellided">goods_code</td>
                     <td
                         >
-                        0.206
+                        0.295
                     </td>
                 </tr>
         
@@ -11424,7 +11424,7 @@ Each product has several attributes:
                     <td class="ellided">make</td>
                     <td
                         >
-                        0.193
+                        0.268
                     </td>
                 </tr>
         
@@ -11433,7 +11433,7 @@ Each product has several attributes:
                     <td class="ellided">item</td>
                     <td
                         >
-                        0.172
+                        0.179
                     </td>
                 </tr>
         
@@ -11442,25 +11442,25 @@ Each product has several attributes:
                     <td class="ellided">model</td>
                     <td
                         >
-                        0.169
+                        0.159
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">item</td>
-                    <td class="ellided">Nbr_of_prod_purchas</td>
+                    <td class="ellided">basket_ID</td>
+                    <td class="ellided">goods_code</td>
                     <td
                         >
-                        0.131
+                        0.126
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">make</td>
+                    <td class="ellided">item</td>
                     <td class="ellided">Nbr_of_prod_purchas</td>
                     <td
                         >
-                        0.125
+                        0.122
                     </td>
                 </tr>
         
@@ -11469,16 +11469,16 @@ Each product has several attributes:
                     <td class="ellided">make</td>
                     <td
                         >
-                        0.125
+                        0.120
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">basket_ID</td>
-                    <td class="ellided">goods_code</td>
+                    <td class="ellided">make</td>
+                    <td class="ellided">Nbr_of_prod_purchas</td>
                     <td
                         >
-                        0.122
+                        0.0977
                     </td>
                 </tr>
         
@@ -11487,7 +11487,7 @@ Each product has several attributes:
                     <td class="ellided">cash_price</td>
                     <td
                         >
-                        0.0726
+                        0.0870
                     </td>
                 </tr>
         
@@ -11496,7 +11496,7 @@ Each product has several attributes:
                     <td class="ellided">Nbr_of_prod_purchas</td>
                     <td
                         >
-                        0.0552
+                        0.0478
                     </td>
                 </tr>
         
@@ -11505,16 +11505,16 @@ Each product has several attributes:
                     <td class="ellided">Nbr_of_prod_purchas</td>
                     <td
                         >
-                        0.0550
+                        0.0444
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">model</td>
+                    <td class="ellided">cash_price</td>
                     <td class="ellided">Nbr_of_prod_purchas</td>
                     <td
                         >
-                        0.0455
+                        0.0431
                     </td>
                 </tr>
         
@@ -11540,7 +11540,7 @@ Each product has several attributes:
             </div>
         </template>
 
-        <skrub-table-report class="report" id="report_0a5712d8">
+        <skrub-table-report class="report" id="report_0e011cdd">
         </skrub-table-report>
 
         <script type="module">
@@ -12571,7 +12571,7 @@ Each product has several attributes:
         </script>
     </div>
 
-    <div id="report_0a5712d8-wrapper-fallback">
+    <div id="report_0e011cdd-wrapper-fallback">
         <h2>Please enable javascript</h2>
         <p>
             The skrub table reports need javascript to display correctly. If you are
@@ -12582,8 +12582,8 @@ Each product has several attributes:
     </div>
 
     <script>
-     document.getElementById("report_0a5712d8-wrapper").removeAttribute("hidden");
-     document.getElementById("report_0a5712d8-wrapper-fallback").setAttribute("hidden", "");
+     document.getElementById("report_0e011cdd-wrapper").removeAttribute("hidden");
+     document.getElementById("report_0e011cdd-wrapper-fallback").setAttribute("hidden", "");
     </script>
     </div>
     <br />
@@ -12604,8 +12604,8 @@ Each product has several attributes:
 
     <div class="output_subarea output_html rendered_html output_result">
 
-    <div id="report_184d5d89-wrapper" hidden>
-        <template id="report_184d5d89-template">
+    <div id="report_9a07ff34-wrapper" hidden>
+        <template id="report_9a07ff34-template">
             <style>
              /*!
     Pure v3.0.0
@@ -13804,7 +13804,7 @@ Each product has several attributes:
                 
                 
                     <th
-                    id="39a6e2f5"
+                    id="5efcae6f"
                     class="table-cell ellided-short "
                 
                     data-role="padding"
@@ -13834,7 +13834,7 @@ Each product has several attributes:
                 
                 
                     <th
-                    id="ec784e2a"
+                    id="9c09d361"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -13868,7 +13868,7 @@ Each product has several attributes:
                 
                 
                     <th
-                    id="7a3411fe"
+                    id="b5cce22f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -13916,7 +13916,7 @@ Each product has several attributes:
                 
                 
                     <th
-                    id="a58042a2"
+                    id="83aca348"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -13944,7 +13944,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="1a94ee67"
+                    id="6f77cab5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -13974,7 +13974,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="58aa77ef"
+                    id="3e2b605a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14008,7 +14008,7 @@ Each product has several attributes:
                 
                 
                     <th
-                    id="4c5ec359"
+                    id="92f5eb26"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -14036,7 +14036,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="6afb606f"
+                    id="87073982"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14066,7 +14066,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="9c8e2c32"
+                    id="4da89aca"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14100,7 +14100,7 @@ Each product has several attributes:
                 
                 
                     <th
-                    id="5eee985f"
+                    id="a67fb132"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -14128,7 +14128,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="f00abe57"
+                    id="66fa7412"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14158,7 +14158,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="7075ecc0"
+                    id="ccbaf921"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14192,7 +14192,7 @@ Each product has several attributes:
                 
                 
                     <th
-                    id="f835ddfa"
+                    id="69b9d5bd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -14220,7 +14220,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="694b589d"
+                    id="c9aa1e13"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14250,7 +14250,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="5b561ceb"
+                    id="1ab481ed"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14284,7 +14284,7 @@ Each product has several attributes:
                 
                 
                     <th
-                    id="1649b641"
+                    id="ed5bffd7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -14312,7 +14312,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="cae212fc"
+                    id="4101e54b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14342,7 +14342,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="3f6b6ceb"
+                    id="7f98fb33"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14416,7 +14416,7 @@ Each product has several attributes:
                 
                 
                     <th
-                    id="d62e3c00"
+                    id="a2d2d8ba"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -14444,7 +14444,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="db587db6"
+                    id="b7e11675"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14474,7 +14474,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="18762995"
+                    id="733e3f49"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14508,7 +14508,7 @@ Each product has several attributes:
                 
                 
                     <th
-                    id="e4e91b04"
+                    id="58ddc54c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -14536,7 +14536,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="9cfdc83a"
+                    id="0154ebb2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14566,7 +14566,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="ec5327ee"
+                    id="747e2d3c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14600,7 +14600,7 @@ Each product has several attributes:
                 
                 
                     <th
-                    id="846786e9"
+                    id="576c9b4a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -14628,7 +14628,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="7ac7d4db"
+                    id="bb48b499"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14658,7 +14658,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="0fbc04d8"
+                    id="e5d45a72"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14692,7 +14692,7 @@ Each product has several attributes:
                 
                 
                     <th
-                    id="6179c9cc"
+                    id="0fa0aca4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -14720,7 +14720,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="85774aee"
+                    id="b0f787d7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14750,7 +14750,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="4a8758a3"
+                    id="fc3cb650"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14784,7 +14784,7 @@ Each product has several attributes:
                 
                 
                     <th
-                    id="e7d3b1a7"
+                    id="e6544dc4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -14812,7 +14812,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="667e6f42"
+                    id="458d080f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14842,7 +14842,7 @@ Each product has several attributes:
                 
                 
                     <td
-                    id="9656a041"
+                    id="f42530f8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -14993,7 +14993,7 @@ Each product has several attributes:
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        <cc:Work>
         <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
-        <dc:date>2024-12-11T19:19:50.654711</dc:date>
+        <dc:date>2024-12-11T19:30:18.547474</dc:date>
         <dc:format>image/svg+xml</dc:format>
         <dc:creator>
          <cc:Agent>
@@ -15022,7 +15022,7 @@ Each product has several attributes:
     L 59.286364 11.091644 
     L 46.195455 11.091644 
     z
-    " clip-path="url(#p7ad56e6b1a)" style="fill: #1f77b4"/>
+    " clip-path="url(#p5976d01ff8)" style="fill: #1f77b4"/>
        </g>
        <g id="patch_3">
         <path d="M 59.286364 79.2 
@@ -15030,7 +15030,7 @@ Each product has several attributes:
     L 72.377273 10.628571 
     L 59.286364 10.628571 
     z
-    " clip-path="url(#p7ad56e6b1a)" style="fill: #1f77b4"/>
+    " clip-path="url(#p5976d01ff8)" style="fill: #1f77b4"/>
        </g>
        <g id="patch_4">
         <path d="M 72.377273 79.2 
@@ -15038,7 +15038,7 @@ Each product has several attributes:
     L 85.468182 10.81233 
     L 72.377273 10.81233 
     z
-    " clip-path="url(#p7ad56e6b1a)" style="fill: #1f77b4"/>
+    " clip-path="url(#p5976d01ff8)" style="fill: #1f77b4"/>
        </g>
        <g id="patch_5">
         <path d="M 85.468182 79.2 
@@ -15046,7 +15046,7 @@ Each product has several attributes:
     L 98.559091 11.084293 
     L 85.468182 11.084293 
     z
-    " clip-path="url(#p7ad56e6b1a)" style="fill: #1f77b4"/>
+    " clip-path="url(#p5976d01ff8)" style="fill: #1f77b4"/>
        </g>
        <g id="patch_6">
         <path d="M 98.559091 79.2 
@@ -15054,7 +15054,7 @@ Each product has several attributes:
     L 111.65 11.179848 
     L 98.559091 11.179848 
     z
-    " clip-path="url(#p7ad56e6b1a)" style="fill: #1f77b4"/>
+    " clip-path="url(#p5976d01ff8)" style="fill: #1f77b4"/>
        </g>
        <g id="patch_7">
         <path d="M 111.65 79.2 
@@ -15062,7 +15062,7 @@ Each product has several attributes:
     L 124.740909 11.209249 
     L 111.65 11.209249 
     z
-    " clip-path="url(#p7ad56e6b1a)" style="fill: #1f77b4"/>
+    " clip-path="url(#p5976d01ff8)" style="fill: #1f77b4"/>
        </g>
        <g id="patch_8">
         <path d="M 124.740909 79.2 
@@ -15070,7 +15070,7 @@ Each product has several attributes:
     L 137.831818 10.900534 
     L 124.740909 10.900534 
     z
-    " clip-path="url(#p7ad56e6b1a)" style="fill: #1f77b4"/>
+    " clip-path="url(#p5976d01ff8)" style="fill: #1f77b4"/>
        </g>
        <g id="patch_9">
         <path d="M 137.831818 79.2 
@@ -15078,7 +15078,7 @@ Each product has several attributes:
     L 150.922727 11.062242 
     L 137.831818 11.062242 
     z
-    " clip-path="url(#p7ad56e6b1a)" style="fill: #1f77b4"/>
+    " clip-path="url(#p5976d01ff8)" style="fill: #1f77b4"/>
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         <path d="M 150.922727 79.2 
@@ -15086,7 +15086,7 @@ Each product has several attributes:
     L 164.013636 11.128395 
     L 150.922727 11.128395 
     z
-    " clip-path="url(#p7ad56e6b1a)" style="fill: #1f77b4"/>
+    " clip-path="url(#p5976d01ff8)" style="fill: #1f77b4"/>
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@@ -15094,18 +15094,18 @@ Each product has several attributes:
     L 177.104545 10.863783 
     L 164.013636 10.863783 
     z
-    " clip-path="url(#p7ad56e6b1a)" style="fill: #1f77b4"/>
+    " clip-path="url(#p5976d01ff8)" style="fill: #1f77b4"/>
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        <g id="matplotlib.axis_1">
         <g id="xtick_1">
          <g id="line2d_1">
           <defs>
-           <path id="m3b3e59b5ea" d="M 0 0 
+           <path id="mdacee1aa3c" d="M 0 0 
     L 0 3.5 
     " style="stroke: #000000; stroke-width: 0.8"/>
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           <g>
-           <use xlink:href="#m3b3e59b5ea" x="46.195455" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#mdacee1aa3c" x="46.195455" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
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          </g>
          <g id="text_1">
@@ -15115,7 +15115,7 @@ Each product has several attributes:
         <g id="xtick_2">
          <g id="line2d_2">
           <g>
-           <use xlink:href="#m3b3e59b5ea" x="102.629084" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#mdacee1aa3c" x="102.629084" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
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          </g>
          <g id="text_2">
@@ -15125,7 +15125,7 @@ Each product has several attributes:
         <g id="xtick_3">
          <g id="line2d_3">
           <g>
-           <use xlink:href="#m3b3e59b5ea" x="159.062714" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#mdacee1aa3c" x="159.062714" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
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          </g>
          <g id="text_3">
@@ -15137,12 +15137,12 @@ Each product has several attributes:
         <g id="ytick_1">
          <g id="line2d_4">
           <defs>
-           <path id="mb7f8871e84" d="M 0 0 
+           <path id="m69fd2884f3" d="M 0 0 
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     " style="stroke: #000000; stroke-width: 0.8"/>
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-           <use xlink:href="#m5f6af5bf87" x="46.0125" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#mbe72946780" x="46.0125" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_4">
@@ -16433,7 +16433,7 @@ Each product has several attributes:
         <g id="ytick_2">
          <g id="line2d_5">
           <g>
-           <use xlink:href="#m5f6af5bf87" x="46.0125" y="41.717394" style="stroke: #000000; stroke-width: 0.8"/>
+           <use xlink:href="#mbe72946780" x="46.0125" y="41.717394" style="stroke: #000000; stroke-width: 0.8"/>
           </g>
          </g>
          <g id="text_5">
@@ -16454,7 +16454,7 @@ Each product has several attributes:
       </g>
      </g>
      <defs>
-      <clipPath id="p5ce471149a">
+      <clipPath id="p3834c644a3">
        <rect x="46.0125" y="7.2" width="144" height="72"/>
       </clipPath>
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@@ -16505,7 +16505,7 @@ Each product has several attributes:
                     <td class="ellided">fraud_flag</td>
                     <td
                         >
-                        0.0682
+                        0.0608
                     </td>
                 </tr>
         
@@ -16531,7 +16531,7 @@ Each product has several attributes:
             </div>
         </template>
 
-        <skrub-table-report class="report" id="report_184d5d89">
+        <skrub-table-report class="report" id="report_9a07ff34">
         </skrub-table-report>
 
         <script type="module">
@@ -17562,7 +17562,7 @@ Each product has several attributes:
         </script>
     </div>
 
-    <div id="report_184d5d89-wrapper-fallback">
+    <div id="report_9a07ff34-wrapper-fallback">
         <h2>Please enable javascript</h2>
         <p>
             The skrub table reports need javascript to display correctly. If you are
@@ -17573,8 +17573,8 @@ Each product has several attributes:
     </div>
 
     <script>
-     document.getElementById("report_184d5d89-wrapper").removeAttribute("hidden");
-     document.getElementById("report_184d5d89-wrapper-fallback").setAttribute("hidden", "");
+     document.getElementById("report_9a07ff34-wrapper").removeAttribute("hidden");
+     document.getElementById("report_9a07ff34-wrapper-fallback").setAttribute("hidden", "");
     </script>
     </div>
     <br />
@@ -17612,8 +17612,8 @@ products attributes into lists, using their basket IDs.
 
     <div class="output_subarea output_html rendered_html output_result">
 
-    <div id="report_f2986c1e-wrapper" hidden>
-        <template id="report_f2986c1e-template">
+    <div id="report_a6031ffe-wrapper" hidden>
+        <template id="report_a6031ffe-template">
             <style>
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@@ -18812,7 +18812,7 @@ products attributes into lists, using their basket IDs.
                 
                 
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-                    id="b75f0c81"
+                    id="fad8bd11"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-name"
@@ -18844,7 +18844,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <th
-                    id="a6b316dd"
+                    id="c3a94023"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -18878,7 +18878,7 @@ products attributes into lists, using their basket IDs.
                 
                 
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-                    id="5fac18a5"
+                    id="8c07d7e8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -18912,7 +18912,7 @@ products attributes into lists, using their basket IDs.
                 
                 
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+                    id="0fcd1a72"
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                     data-role="columns-level-value"
@@ -18946,7 +18946,7 @@ products attributes into lists, using their basket IDs.
                 
                 
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-                    id="b5334c16"
+                    id="626de5bd"
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                     data-role="columns-level-value"
@@ -18980,7 +18980,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <th
-                    id="d7f449cb"
+                    id="cbac24ac"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -19014,7 +19014,7 @@ products attributes into lists, using their basket IDs.
                 
                 
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-                    id="0bf30810"
+                    id="0db66bfc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -19062,7 +19062,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <th
-                    id="dd9752c0"
+                    id="efbf7966"
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                     data-role="index-level-value"
@@ -19090,7 +19090,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="37489138"
+                    id="5921d3b0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -19120,7 +19120,7 @@ products attributes into lists, using their basket IDs.
                 
                 
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-                    id="663130f2"
+                    id="2c52f70a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -19150,7 +19150,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="0d15dc56"
+                    id="1818ac9a"
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                     data-role="dataframe-data"
@@ -19180,7 +19180,7 @@ products attributes into lists, using their basket IDs.
                 
                 
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-                    id="1cf0627f"
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                     data-role="dataframe-data"
@@ -19210,7 +19210,7 @@ products attributes into lists, using their basket IDs.
                 
                 
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-                    id="e97eec43"
+                    id="c9cc12c3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -19240,7 +19240,7 @@ products attributes into lists, using their basket IDs.
                 
                 
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-                    id="1c903e2b"
+                    id="b9f2940e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -19274,7 +19274,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <th
-                    id="b8c5757b"
+                    id="5b561d32"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -19302,7 +19302,7 @@ products attributes into lists, using their basket IDs.
                 
                 
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-                    id="05131bfb"
+                    id="bc3a5922"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -19332,7 +19332,7 @@ products attributes into lists, using their basket IDs.
                 
                 
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-                    id="c3110716"
+                    id="f3ebee28"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -19362,7 +19362,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="73a7f46f"
+                    id="6e247f9e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -19392,7 +19392,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="b27447e1"
+                    id="f1b9fa59"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -19422,7 +19422,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="de5bb00b"
+                    id="dc6c74e1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -19452,7 +19452,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="80e759e0"
+                    id="031205e9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -19486,7 +19486,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <th
-                    id="6452e5ec"
+                    id="5aff5eae"
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@@ -19514,7 +19514,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="eab3c928"
+                    id="5e4f658b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -19544,7 +19544,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="4fc5ecca"
+                    id="7048c5d8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -19574,7 +19574,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="2383cd64"
+                    id="3114091a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -19604,7 +19604,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="2c1e163d"
+                    id="36daa746"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -19634,7 +19634,7 @@ products attributes into lists, using their basket IDs.
                 
                 
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-                    id="ee3cb0ef"
+                    id="6ebedf5a"
                     class="table-cell ellided-short clickable"
                 
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@@ -19664,7 +19664,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="5b6f8e73"
+                    id="f3acece2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -19698,7 +19698,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <th
-                    id="865b5692"
+                    id="318c2011"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -19726,7 +19726,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="6be8054f"
+                    id="882618ce"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -19756,7 +19756,7 @@ products attributes into lists, using their basket IDs.
                 
                 
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-                    id="1ccad722"
+                    id="69d5e787"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -19786,7 +19786,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="51ce04a8"
+                    id="155d979f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -19816,7 +19816,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="564246db"
+                    id="2ac0f05f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -19846,7 +19846,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="8134ace7"
+                    id="f9fce907"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -19876,7 +19876,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="566bac26"
+                    id="534e8d77"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -19910,7 +19910,7 @@ products attributes into lists, using their basket IDs.
                 
                 
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-                    id="e92e4b44"
+                    id="1b149ad7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -19938,7 +19938,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="bbe79691"
+                    id="acc9a044"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -19968,7 +19968,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="b3af2898"
+                    id="f535f27b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -19998,7 +19998,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="e9896a41"
+                    id="5e340d1b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -20028,7 +20028,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="f3027a92"
+                    id="5a029bb9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -20058,7 +20058,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="206e06b9"
+                    id="76d48152"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -20088,7 +20088,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="3e34502e"
+                    id="fdd8ba3a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -20202,7 +20202,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <th
-                    id="fe8664d2"
+                    id="3ff3f7bd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -20230,7 +20230,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="ba7dfb6f"
+                    id="7423ac10"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -20260,7 +20260,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="46b0e218"
+                    id="c671046c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -20290,7 +20290,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="acfa2225"
+                    id="b721ed0f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -20320,7 +20320,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="44d3be16"
+                    id="096e7cf5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -20350,7 +20350,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="54794e4b"
+                    id="99f11343"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -20380,7 +20380,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="aea1744f"
+                    id="c7f1cd03"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -20414,7 +20414,7 @@ products attributes into lists, using their basket IDs.
                 
                 
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-                    id="c7e21487"
+                    id="3cdc667a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -20442,7 +20442,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="b1e9e149"
+                    id="6363b434"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -20472,7 +20472,7 @@ products attributes into lists, using their basket IDs.
                 
                 
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-                    id="65be4ce8"
+                    id="e1157ac1"
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@@ -20502,7 +20502,7 @@ products attributes into lists, using their basket IDs.
                 
                 
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+                    id="dd118e82"
                     class="table-cell ellided-short clickable"
                 
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@@ -20532,7 +20532,7 @@ products attributes into lists, using their basket IDs.
                 
                 
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-                    id="2aee69fe"
+                    id="8adbfabe"
                     class="table-cell ellided-short clickable"
                 
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@@ -20562,7 +20562,7 @@ products attributes into lists, using their basket IDs.
                 
                 
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-                    id="8e13a525"
+                    id="d69b857a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -20592,7 +20592,7 @@ products attributes into lists, using their basket IDs.
                 
                 
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-                    id="57e95d1b"
+                    id="b3308ecc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -20626,7 +20626,7 @@ products attributes into lists, using their basket IDs.
                 
                 
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-                    id="c9fa9290"
+                    id="24748137"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -20654,7 +20654,7 @@ products attributes into lists, using their basket IDs.
                 
                 
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+                    id="9775e8e7"
                     class="table-cell ellided-short clickable"
                 
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+                    id="9e6ace5b"
                     class="table-cell ellided-short clickable"
                 
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@@ -20714,7 +20714,7 @@ products attributes into lists, using their basket IDs.
                 
                 
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+                    id="0c155ef3"
                     class="table-cell ellided-short clickable"
                 
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@@ -20744,7 +20744,7 @@ products attributes into lists, using their basket IDs.
                 
                 
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-                    id="21470a1f"
+                    id="ee92df02"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -20774,7 +20774,7 @@ products attributes into lists, using their basket IDs.
                 
                 
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                     class="table-cell ellided-short clickable"
                 
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@@ -20804,7 +20804,7 @@ products attributes into lists, using their basket IDs.
                 
                 
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-                    id="5e66ec9b"
+                    id="ac6edaa6"
                     class="table-cell ellided-short clickable"
                 
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@@ -20838,7 +20838,7 @@ products attributes into lists, using their basket IDs.
                 
                 
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-                    id="3c211425"
+                    id="27697dc7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -20866,7 +20866,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="4034cbc4"
+                    id="635875db"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -20896,7 +20896,7 @@ products attributes into lists, using their basket IDs.
                 
                 
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-                    id="d9cb5b48"
+                    id="7799b8f9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -20926,7 +20926,7 @@ products attributes into lists, using their basket IDs.
                 
                 
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+                    id="4e5751c1"
                     class="table-cell ellided-short clickable"
                 
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@@ -20956,7 +20956,7 @@ products attributes into lists, using their basket IDs.
                 
                 
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                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -20986,7 +20986,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="59be0748"
+                    id="9ed79ce2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -21016,7 +21016,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="6cff4a11"
+                    id="3c812105"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -21050,7 +21050,7 @@ products attributes into lists, using their basket IDs.
                 
                 
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+                    id="3ec2b9de"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -21078,7 +21078,7 @@ products attributes into lists, using their basket IDs.
                 
                 
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-                    id="b3c83602"
+                    id="24f57246"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -21108,7 +21108,7 @@ products attributes into lists, using their basket IDs.
                 
                 
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-                    id="c2765650"
+                    id="3e4d7fa9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -21138,7 +21138,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="acb3435d"
+                    id="dc5c6048"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -21168,7 +21168,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="414f23c5"
+                    id="2ab5439a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -21198,7 +21198,7 @@ products attributes into lists, using their basket IDs.
                 
                 
                     <td
-                    id="09cffff7"
+                    id="7cc06c6e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -21228,7 +21228,7 @@ products attributes into lists, using their basket IDs.
                 
                 
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-                    id="5db6ec93"
+                    id="1ea67778"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -21355,12 +21355,12 @@ products attributes into lists, using their basket IDs.
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+    <svg xmlns:xlink="http://www.w3.org/1999/xlink" width="25.30em" height="15.85em" viewBox="0 0 303.592188 190.19625" xmlns="http://www.w3.org/2000/svg" version="1.1">
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-        <dc:date>2024-12-11T19:19:59.116652</dc:date>
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@@ -21376,117 +21376,117 @@ products attributes into lists, using their basket IDs.
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@@ -29185,20 +29185,20 @@ products attributes into lists, using their basket IDs.
             <tbody>
             
                 <tr>
-                    <td class="ellided">model</td>
-                    <td class="ellided">goods_code</td>
+                    <td class="ellided">item</td>
+                    <td class="ellided">make</td>
                     <td
                         >
-                        0.614
+                        0.565
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                 <tr>
-                    <td class="ellided">item</td>
-                    <td class="ellided">make</td>
+                    <td class="ellided">model</td>
+                    <td class="ellided">goods_code</td>
                     <td
                         >
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+                        0.512
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@@ -29207,7 +29207,7 @@ products attributes into lists, using their basket IDs.
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                     <td
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-                        0.454
+                        0.507
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@@ -29216,7 +29216,7 @@ products attributes into lists, using their basket IDs.
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                     <td
                         >
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+                        0.439
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@@ -29225,7 +29225,7 @@ products attributes into lists, using their basket IDs.
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                     <td
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@@ -29234,7 +29234,7 @@ products attributes into lists, using their basket IDs.
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@@ -29243,7 +29243,7 @@ products attributes into lists, using their basket IDs.
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@@ -29252,25 +29252,25 @@ products attributes into lists, using their basket IDs.
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+                        0.291
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                 <tr>
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-                    <td class="ellided">model</td>
+                    <td class="ellided">item</td>
+                    <td class="ellided">cash_price</td>
                     <td
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-                        0.309
+                        0.276
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-                    <td class="ellided">cash_price</td>
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@@ -29279,7 +29279,7 @@ products attributes into lists, using their basket IDs.
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                     <td
                         >
-                        0.257
+                        0.248
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@@ -29288,7 +29288,7 @@ products attributes into lists, using their basket IDs.
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@@ -29297,7 +29297,7 @@ products attributes into lists, using their basket IDs.
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@@ -29315,7 +29315,7 @@ products attributes into lists, using their basket IDs.
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@@ -29341,7 +29341,7 @@ products attributes into lists, using their basket IDs.
             </div>
         </template>
 
-        <skrub-table-report class="report" id="report_f2986c1e">
+        <skrub-table-report class="report" id="report_a6031ffe">
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@@ -30372,7 +30372,7 @@ products attributes into lists, using their basket IDs.
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     </div>
 
-    <div id="report_f2986c1e-wrapper-fallback">
+    <div id="report_a6031ffe-wrapper-fallback">
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@@ -30383,8 +30383,8 @@ products attributes into lists, using their basket IDs.
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     <script>
-     document.getElementById("report_f2986c1e-wrapper").removeAttribute("hidden");
-     document.getElementById("report_f2986c1e-wrapper-fallback").setAttribute("hidden", "");
+     document.getElementById("report_a6031ffe-wrapper").removeAttribute("hidden");
+     document.getElementById("report_a6031ffe-wrapper-fallback").setAttribute("hidden", "");
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@@ -30419,8 +30419,8 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
 
     <div class="output_subarea output_html rendered_html output_result">
 
-    <div id="report_3e8971d1-wrapper" hidden>
-        <template id="report_3e8971d1-template">
+    <div id="report_b9bb33c6-wrapper" hidden>
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@@ -31513,7 +31513,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
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         <select data-manager="ColumnFilter"
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gMTE5LCAxMjAsIDEyMSwgMTIyLCAxMjMsIDEyNCwgMTI1LCAxMjYsIDEyNywgMTI4LCAxMjksIDEzMCwgMTMxLCAxMzIsIDEzMywgMTM0LCAxMzUsIDEzNiwgMTM3LCAxMzgsIDEzOSwgMTQwLCAxNDEsIDE0MiwgMTQzLCAxNDRdfSwgImFueV9kYXRlKCkiOiB7ImRpc3BsYXlfbmFtZSI6ICJEYXRldGltZSIsICJjb2x1bW5zIjogW119LCAiKH5hbnlfZGF0ZSgpKSI6IHsiZGlzcGxheV9uYW1lIjogIk5vbi1kYXRldGltZSIsICJjb2x1bW5zIjogWzAsIDEsIDIsIDMsIDQsIDUsIDYsIDcsIDgsIDksIDEwLCAxMSwgMTIsIDEzLCAxNCwgMTUsIDE2LCAxNywgMTgsIDE5LCAyMCwgMjEsIDIyLCAyMywgMjQsIDI1LCAyNiwgMjcsIDI4LCAyOSwgMzAsIDMxLCAzMiwgMzMsIDM0LCAzNSwgMzYsIDM3LCAzOCwgMzksIDQwLCA0MSwgNDIsIDQzLCA0NCwgNDUsIDQ2LCA0NywgNDgsIDQ5LCA1MCwgNTEsIDUyLCA1MywgNTQsIDU1LCA1NiwgNTcsIDU4LCA1OSwgNjAsIDYxLCA2MiwgNjMsIDY0LCA2NSwgNjYsIDY3LCA2OCwgNjksIDcwLCA3MSwgNzIsIDczLCA3NCwgNzUsIDc2LCA3NywgNzgsIDc5LCA4MCwgODEsIDgyLCA4MywgODQsIDg1LCA4NiwgODcsIDg4LCA4OSwgOTAsIDkxLCA5MiwgOTMsIDk0LCA5NSwgOTYsIDk3LCA5OCwgOTksIDEwMCwgMTAxLCAxMDIsIDEwMywgMTA0LCAxMDUsIDEwNiwgMTA3LCAxMDgsIDEwOSwgMTEwLCAxMTEsIDExMiwgMTEzLCAxMTQsIDExNSwgMTE2LCAxMTcsIDExOCwgMTE5LCAxMjAsIDEyMSwgMTIyLCAxMjMsIDEyNCwgMTI1LCAxMjYsIDEyNywgMTI4LCAxMjksIDEzMCwgMTMxLCAxMzIsIDEzMywgMTM0LCAxMzUsIDEzNiwgMTM3LCAxMzgsIDEzOSwgMTQwLCAxNDEsIDE0MiwgMTQzLCAxNDRdfX0="
+                data-all-filters-base64="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"
                 data-test="column-filter-select"
                 autocomplete="off">
             <optgroup label="Select columns to show:">
@@ -31624,7 +31624,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="ac746219"
+                    id="d1c9a89f"
                     class="table-cell ellided-short "
                 
                     data-role="padding"
@@ -31654,7 +31654,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="73a15e77"
+                    id="175258c8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -31688,7 +31688,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="19d91ef0"
+                    id="c8e03552"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -31722,7 +31722,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="989da982"
+                    id="9cde39fa"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -31756,7 +31756,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="c0609cd9"
+                    id="1252fb39"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -31790,7 +31790,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="e7551ba7"
+                    id="e2bf054d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -31824,7 +31824,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="502599ac"
+                    id="ae5fc0da"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -31858,7 +31858,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="dada3ec8"
+                    id="f7413e06"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -31892,7 +31892,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="484e07c5"
+                    id="3adfdca9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -31926,7 +31926,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="a444ff86"
+                    id="89f2a54e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -31960,7 +31960,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="42e5b322"
+                    id="4f4227f4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -31994,7 +31994,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="23ac5f7a"
+                    id="3219820f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -32028,7 +32028,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="7e5e42a6"
+                    id="81131bbd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -32062,7 +32062,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="fee8090d"
+                    id="12aae4e7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -32096,7 +32096,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="d1fdca3e"
+                    id="0b375d57"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -32130,7 +32130,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="cf3e7467"
+                    id="139539cb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -32164,7 +32164,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="e8a751c3"
+                    id="29f78c61"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -32198,7 +32198,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="62aa45ac"
+                    id="b38d943c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -32232,7 +32232,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="470c296a"
+                    id="b62b4ddd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -32266,7 +32266,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="4b6f621b"
+                    id="44d32e25"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -32300,7 +32300,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="699255f5"
+                    id="b0898d42"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -32334,7 +32334,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="a56e98ed"
+                    id="d429d0a1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -32368,7 +32368,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="4b0232fe"
+                    id="ede63aa1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -32402,7 +32402,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="36222a5d"
+                    id="f9813a10"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -32436,7 +32436,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="f9942d53"
+                    id="c925f706"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -32470,7 +32470,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="b0d70dde"
+                    id="df4bf608"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -32504,7 +32504,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="f82653b7"
+                    id="b7ed36d2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -32538,7 +32538,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="4317bcb4"
+                    id="43529a38"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -32572,7 +32572,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="2ce830db"
+                    id="c35c6ca9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -32606,7 +32606,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="1d70ae4f"
+                    id="b088bc4c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -32640,7 +32640,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="5c2fa036"
+                    id="35385ee9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -32674,7 +32674,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="a620f160"
+                    id="21262e82"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -32708,7 +32708,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="ed79937c"
+                    id="9f25afe0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -32742,7 +32742,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="03d7ffb0"
+                    id="eb080b02"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -32776,7 +32776,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="a66e1a5e"
+                    id="23dd5de1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -32810,7 +32810,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="9723d1f7"
+                    id="8a6a2f77"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -32844,7 +32844,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="512e2773"
+                    id="c5580524"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -32878,7 +32878,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="ddada0fe"
+                    id="a1fc3310"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -32912,7 +32912,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="6b522e03"
+                    id="72f8772d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -32946,7 +32946,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="29c256e2"
+                    id="977d383c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -32980,7 +32980,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="dc8c602e"
+                    id="23ea25df"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -33014,7 +33014,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="386ad454"
+                    id="8a7bd75c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -33048,7 +33048,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="ef7cea36"
+                    id="2f93992a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -33082,7 +33082,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="a4945753"
+                    id="dc5d365f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -33116,7 +33116,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="b15f3e00"
+                    id="0abf9a19"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -33150,7 +33150,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="dd654deb"
+                    id="54bc4ae2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -33184,7 +33184,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="61ff648b"
+                    id="f0e9ab47"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -33218,7 +33218,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="1b99ced6"
+                    id="f4c6799b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -33252,7 +33252,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="a96751c9"
+                    id="ad8067c2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -33286,7 +33286,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="922aa0bd"
+                    id="595831bd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -33320,7 +33320,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="e13b6b5e"
+                    id="f45a4d50"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -33354,7 +33354,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="a68eee92"
+                    id="c0065f2c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -33388,7 +33388,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="121947a7"
+                    id="7a4c0859"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -33422,7 +33422,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="cda526e2"
+                    id="e436fa9b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -33456,7 +33456,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="ea57ec4d"
+                    id="70cd66f1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -33490,7 +33490,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="acff433b"
+                    id="0fa1c511"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -33524,7 +33524,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="40e99feb"
+                    id="07a99244"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -33558,7 +33558,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="7d848e79"
+                    id="9e82c545"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -33592,7 +33592,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="5961ba50"
+                    id="1ac05ef9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -33626,7 +33626,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="abb0975f"
+                    id="37cf1934"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -33660,7 +33660,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="52bd174d"
+                    id="afd816f7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -33694,7 +33694,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="c5e6a87a"
+                    id="51a175aa"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -33728,7 +33728,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="e022bb8c"
+                    id="8798509b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -33762,7 +33762,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="3dc017c7"
+                    id="df3b98c7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -33796,7 +33796,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="88a7d1c2"
+                    id="22fe9bb2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -33830,7 +33830,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="ea614a7b"
+                    id="18227b90"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -33864,7 +33864,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="63424131"
+                    id="7ad8762c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -33898,7 +33898,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="28640c14"
+                    id="9ef616c3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -33932,7 +33932,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="d869f8bc"
+                    id="9c23758f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -33966,7 +33966,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="a5694e09"
+                    id="47bd6c28"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -34000,7 +34000,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="95152a6f"
+                    id="86f375a2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -34034,7 +34034,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="3a75540f"
+                    id="7ef510ac"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -34068,7 +34068,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="b36f224b"
+                    id="895622d8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -34102,7 +34102,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="6f89feca"
+                    id="901ce656"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -34136,7 +34136,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="1dda8bf1"
+                    id="3d65a439"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -34170,7 +34170,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="4c68ff45"
+                    id="89cc0234"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -34204,7 +34204,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="481c8b51"
+                    id="38585399"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -34238,7 +34238,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="59628b10"
+                    id="dfdcdced"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -34272,7 +34272,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="265cac92"
+                    id="3a372cbd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -34306,7 +34306,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="e1a6c2bb"
+                    id="26eab14d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -34340,7 +34340,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="b3f0999d"
+                    id="c77b6f10"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -34374,7 +34374,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="b69d1bbe"
+                    id="55b07af3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -34408,7 +34408,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="30691c8c"
+                    id="5da027ba"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -34442,7 +34442,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="dd19d664"
+                    id="b796d7bf"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -34476,7 +34476,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="812e479d"
+                    id="7c47f7ae"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -34510,7 +34510,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="adac2ac2"
+                    id="3cdcf056"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -34544,7 +34544,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="67697a9f"
+                    id="b2140876"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -34578,7 +34578,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="b89b0e30"
+                    id="0d02784a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -34612,7 +34612,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="741e4985"
+                    id="09062692"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -34646,7 +34646,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="bdfc877d"
+                    id="8825ef22"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -34680,7 +34680,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="baebd1bb"
+                    id="77e05747"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -34714,7 +34714,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="fcef54ae"
+                    id="e78b04d9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -34748,7 +34748,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="6edb4d61"
+                    id="45a9b93b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -34782,7 +34782,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="33a6fc5f"
+                    id="41da505b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -34816,7 +34816,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="dbba14cb"
+                    id="946a94ba"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -34850,7 +34850,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="e91385b6"
+                    id="e74c0285"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -34884,7 +34884,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="4f32bc90"
+                    id="d9b4f15a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -34918,7 +34918,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="693cdac7"
+                    id="0af1cfb8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -34952,7 +34952,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="fa0543a1"
+                    id="0a2a3610"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -34986,7 +34986,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="cadc97d4"
+                    id="b7b4a5d8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -35020,7 +35020,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="5e33f728"
+                    id="e2e6536a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -35054,7 +35054,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="3f561e03"
+                    id="c11d06d8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -35088,7 +35088,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="39bd1f2b"
+                    id="e91c87c0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -35122,7 +35122,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="b862011e"
+                    id="2a431ff9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -35156,7 +35156,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="13e00afe"
+                    id="8f4faddc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -35190,7 +35190,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="34f3b19c"
+                    id="8ac112f6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -35224,7 +35224,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="fc77abe5"
+                    id="93f56a62"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -35258,7 +35258,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="6a747c59"
+                    id="b461153e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -35292,7 +35292,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="aced746a"
+                    id="2c24b633"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -35326,7 +35326,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="c4d803b5"
+                    id="34a5afb3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -35360,7 +35360,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="e0baba02"
+                    id="21e13183"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -35394,7 +35394,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="67956707"
+                    id="1ce5d6d7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -35428,7 +35428,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="3ae67471"
+                    id="eac48ffd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -35462,7 +35462,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="f1a0eccf"
+                    id="20d56eb1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -35496,7 +35496,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="b42378b5"
+                    id="4889f7e3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -35530,7 +35530,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="3515fe1c"
+                    id="9d035e26"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -35564,7 +35564,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="33aa96ab"
+                    id="bae29261"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -35598,7 +35598,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="232aab4f"
+                    id="6b2557c3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -35632,7 +35632,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="afd08f20"
+                    id="3cbd2e95"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -35666,7 +35666,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="724117ba"
+                    id="9f3130ec"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -35700,7 +35700,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="0142047b"
+                    id="96fd052e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -35734,7 +35734,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="f40a29d9"
+                    id="7a9afa72"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -35768,7 +35768,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="5b3d1631"
+                    id="a7c64460"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -35802,7 +35802,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="63310744"
+                    id="920757e3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -35836,7 +35836,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="be6e0f1f"
+                    id="74e5825d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -35870,7 +35870,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="8b4ad7f6"
+                    id="88954e70"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -35904,7 +35904,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="3e57df03"
+                    id="b90185ff"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -35938,7 +35938,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="fb9b9e4e"
+                    id="22ef0da8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -35972,7 +35972,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="212ffa5b"
+                    id="cd1badfb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -36006,7 +36006,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="d421fce5"
+                    id="88020437"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -36040,7 +36040,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="b757dbf0"
+                    id="28aa50d6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -36074,7 +36074,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="6ecc5f61"
+                    id="e214761f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -36108,7 +36108,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="065c25c0"
+                    id="3e13325f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -36142,7 +36142,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="2b6c3e91"
+                    id="92d2054f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -36176,7 +36176,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="4e8bfb47"
+                    id="3588cc5e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -36210,7 +36210,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="45f4c047"
+                    id="55401c3d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -36244,7 +36244,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="4aa6c280"
+                    id="1fb88e4f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -36278,7 +36278,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="0d2f0a0b"
+                    id="b1683d90"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -36312,7 +36312,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="981ada4b"
+                    id="fa49750f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -36346,7 +36346,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="849a9698"
+                    id="833482ea"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -36380,7 +36380,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="838b2e11"
+                    id="851764ee"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -36414,7 +36414,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="66bd6430"
+                    id="c5c13201"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -36448,7 +36448,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="6c716afe"
+                    id="4f448c0c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -36482,7 +36482,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="303dfd93"
+                    id="0cd4ae8f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -36516,7 +36516,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="74ab7105"
+                    id="0a412f90"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -36550,7 +36550,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="7b73c73d"
+                    id="348a78a7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -36598,7 +36598,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="2054a382"
+                    id="cc85c08f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -36626,7 +36626,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="027f44b4"
+                    id="61093f9c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -36656,7 +36656,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="89e8249c"
+                    id="ad099658"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -36686,7 +36686,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d4ce81ef"
+                    id="207632ab"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -36716,7 +36716,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="42ccc523"
+                    id="1b1edec4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -36746,7 +36746,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="dd39553a"
+                    id="7f225b59"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -36776,7 +36776,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="64d130b4"
+                    id="f7e743f6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -36806,7 +36806,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1ad1640a"
+                    id="ff40bd34"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -36836,7 +36836,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="765d94f9"
+                    id="68cba47e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -36866,7 +36866,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c08cf128"
+                    id="1908e7bc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -36896,7 +36896,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="feab7393"
+                    id="f385f638"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -36926,7 +36926,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0377789e"
+                    id="0c14d699"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -36956,7 +36956,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e0ac3cfc"
+                    id="02af77af"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -36986,7 +36986,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2d332cd3"
+                    id="1e381b0e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -37016,7 +37016,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ef96c610"
+                    id="7225e2fc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -37046,7 +37046,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="234ef3db"
+                    id="8292c419"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -37076,7 +37076,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1e75836d"
+                    id="19be3850"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -37106,7 +37106,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="38b63da9"
+                    id="3f12719c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -37136,7 +37136,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0ce0e93f"
+                    id="71fe92c4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -37166,7 +37166,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="fda492b5"
+                    id="c83d293f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -37196,7 +37196,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="77da463e"
+                    id="4591466a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -37226,7 +37226,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2c96d8ac"
+                    id="def851b0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -37256,7 +37256,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="41378afd"
+                    id="d720b916"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -37286,7 +37286,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="129296ea"
+                    id="3b69e593"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -37316,7 +37316,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2a18421c"
+                    id="133d5b92"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -37346,7 +37346,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2bc04e0e"
+                    id="4ca155eb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -37376,7 +37376,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ca1905a5"
+                    id="61ac669f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -37406,7 +37406,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="fd4a447c"
+                    id="f7d9d310"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -37436,7 +37436,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8eeac7be"
+                    id="2e22ef1b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -37466,7 +37466,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a345908e"
+                    id="021f27c0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -37496,7 +37496,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e70430aa"
+                    id="85a1030d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -37526,7 +37526,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="74080dbc"
+                    id="e3b68b32"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -37556,7 +37556,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="dcb02a75"
+                    id="91d24a7f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -37586,7 +37586,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b6742c77"
+                    id="765c19c4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -37616,7 +37616,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="aa588f13"
+                    id="d7cda6c2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -37646,7 +37646,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3a5eb15c"
+                    id="7729bf3a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -37676,7 +37676,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0d34e1bc"
+                    id="77edc7bb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -37706,7 +37706,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7897451e"
+                    id="15a0bfd4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -37736,7 +37736,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="433996d0"
+                    id="646ffe93"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -37766,7 +37766,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f26bf8b7"
+                    id="c915b7b3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -37796,7 +37796,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b322488c"
+                    id="1b983633"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -37826,7 +37826,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="145f178b"
+                    id="fb7482b5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -37856,7 +37856,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c312054b"
+                    id="db19890c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -37886,7 +37886,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="17d4c60f"
+                    id="96f87d40"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -37916,7 +37916,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="695284e9"
+                    id="1facfe29"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -37946,7 +37946,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ef8b2564"
+                    id="765514fc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -37976,7 +37976,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d0173cc2"
+                    id="2d75f588"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -38006,7 +38006,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="69e0d889"
+                    id="30ba88d2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -38036,7 +38036,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ce7e3ead"
+                    id="d563215a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -38066,7 +38066,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="448d6b6c"
+                    id="d163fb03"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -38096,7 +38096,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5d5cb99f"
+                    id="18e5c745"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -38126,7 +38126,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f55db95c"
+                    id="0ac4b326"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -38156,7 +38156,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="24bedb0f"
+                    id="98b6f442"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -38186,7 +38186,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="52790c88"
+                    id="2b31e67e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -38216,7 +38216,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ce377633"
+                    id="f5c5597e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -38246,7 +38246,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3b103e20"
+                    id="50a3ce0a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -38276,7 +38276,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="99149801"
+                    id="8517f6a1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -38306,7 +38306,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3ab3d8f9"
+                    id="4e2d4a39"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -38336,7 +38336,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1924d994"
+                    id="cd84062f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -38366,7 +38366,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e18734ec"
+                    id="d5a8bf9f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -38396,7 +38396,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="390fe639"
+                    id="10742749"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -38426,7 +38426,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="75af47f1"
+                    id="9a47ba08"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -38456,7 +38456,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="506858ee"
+                    id="3123f5be"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -38486,7 +38486,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0e2f6021"
+                    id="7434a079"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -38516,7 +38516,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d616ea18"
+                    id="d56cea39"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -38546,7 +38546,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="80089ad1"
+                    id="feae615c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -38576,7 +38576,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="238917da"
+                    id="f7d39b1e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -38606,7 +38606,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0374063f"
+                    id="6838b24b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -38636,7 +38636,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4f4f2aa2"
+                    id="256dbc84"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -38666,7 +38666,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4f72deea"
+                    id="228e88f8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -38696,7 +38696,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b2d90d79"
+                    id="f21f7025"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -38726,7 +38726,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="dfe38ac4"
+                    id="802d37a4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -38756,7 +38756,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="74a9cac0"
+                    id="fd42b8ff"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -38786,7 +38786,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c6188bd5"
+                    id="a32054a8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -38816,7 +38816,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="738b9760"
+                    id="932f01d9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -38846,7 +38846,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0827ff99"
+                    id="6ae78204"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -38876,7 +38876,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8410a277"
+                    id="f7914c80"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -38906,7 +38906,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c9034bf1"
+                    id="e3ad7c4c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -38936,7 +38936,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="970148a0"
+                    id="f8b86fba"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -38966,7 +38966,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="728a7d7c"
+                    id="76e7d700"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -38996,7 +38996,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c91417a4"
+                    id="657375e2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -39026,7 +39026,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ae93838c"
+                    id="bc2c0823"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -39056,7 +39056,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9c8dba3e"
+                    id="0b6e7da2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -39086,7 +39086,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e0841eb3"
+                    id="3d2bc439"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -39116,7 +39116,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0d643efc"
+                    id="478b1d2e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -39146,7 +39146,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c466bccf"
+                    id="23e199b5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -39176,7 +39176,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8bf8d637"
+                    id="5816e6f5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -39206,7 +39206,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="94e4b21f"
+                    id="65c63d3c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -39236,7 +39236,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="82090c3b"
+                    id="8c0d3688"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -39266,7 +39266,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6b0471da"
+                    id="228bf253"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -39296,7 +39296,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="877108eb"
+                    id="406c04fe"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -39326,7 +39326,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4fd2f520"
+                    id="63e49f4f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -39356,7 +39356,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="85608922"
+                    id="7731a146"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -39386,7 +39386,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c168849d"
+                    id="23889c73"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -39416,7 +39416,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1311f875"
+                    id="1a0f555c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -39446,7 +39446,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7d0d8e7b"
+                    id="810b679a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -39476,7 +39476,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="859d13b4"
+                    id="e10aa0c2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -39506,7 +39506,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3e37ef54"
+                    id="022a3c7a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -39536,7 +39536,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="78925970"
+                    id="c744f0d9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -39566,7 +39566,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ffac35e2"
+                    id="e13d3482"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -39596,7 +39596,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a140ecaf"
+                    id="a810ebaa"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -39626,7 +39626,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f8c75253"
+                    id="1caf1318"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -39656,7 +39656,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e66d29d0"
+                    id="17e991ec"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -39686,7 +39686,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="de7855c2"
+                    id="67b7e2ba"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -39716,7 +39716,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="85a75766"
+                    id="a0560954"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -39746,7 +39746,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f46f4f64"
+                    id="a81ae459"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -39776,7 +39776,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8e69a554"
+                    id="ed31b4e6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -39806,7 +39806,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5df9c214"
+                    id="8add0e87"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -39836,7 +39836,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="38de05b8"
+                    id="fd2f2280"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -39866,7 +39866,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e9635c3b"
+                    id="0d8d66d6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -39896,7 +39896,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9b047398"
+                    id="f632c9d2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -39926,7 +39926,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="bddc7e11"
+                    id="8afcdc03"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -39956,7 +39956,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="898733fe"
+                    id="0d8afbda"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -39986,7 +39986,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="aa6e8032"
+                    id="2cbc052e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -40016,7 +40016,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0e5c18cf"
+                    id="c43aca5e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -40046,7 +40046,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3350318e"
+                    id="d4218014"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -40076,7 +40076,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d43fb183"
+                    id="aef86095"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -40106,7 +40106,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0332fd48"
+                    id="08c95ceb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -40136,7 +40136,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f76810af"
+                    id="58e44d7d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -40166,7 +40166,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c7cf6ce8"
+                    id="bfcaca0c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -40196,7 +40196,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f4c0ffb9"
+                    id="7f1a3b4b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -40226,7 +40226,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7c61b453"
+                    id="476607b6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -40256,7 +40256,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ff7ebf84"
+                    id="607eb6d7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -40286,7 +40286,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8cb25167"
+                    id="b31360d8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -40316,7 +40316,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="384a5cc0"
+                    id="2381b6cf"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -40346,7 +40346,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6c32874c"
+                    id="41d379cf"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -40376,7 +40376,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e2624a44"
+                    id="148a4b86"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -40406,7 +40406,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="53267e86"
+                    id="84870120"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -40436,7 +40436,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3ac720e0"
+                    id="a468a68a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -40466,7 +40466,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="123e73a3"
+                    id="bf105272"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -40496,7 +40496,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="aa3ae163"
+                    id="d4b6ea9c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -40526,7 +40526,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="840c256b"
+                    id="85bceb3c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -40556,7 +40556,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5cab8573"
+                    id="6ddd20f0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -40586,7 +40586,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d72ae790"
+                    id="40544f3b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -40616,7 +40616,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="072f774d"
+                    id="cec63773"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -40646,7 +40646,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5260cf84"
+                    id="bbb4e2a1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -40676,7 +40676,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="cbc3d564"
+                    id="094a21de"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -40706,7 +40706,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4e5bcbb0"
+                    id="7a56e03e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -40736,7 +40736,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c7745c7f"
+                    id="998a91c7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -40766,7 +40766,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a309dd38"
+                    id="34a11388"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -40796,7 +40796,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1ab6e971"
+                    id="525a21b6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -40826,7 +40826,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a3176dac"
+                    id="373a0ec0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -40856,7 +40856,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="98172c71"
+                    id="9cd1c311"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -40886,7 +40886,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="14d25d34"
+                    id="10ae0dce"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -40916,7 +40916,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="029f5ffc"
+                    id="a7a1b7c2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -40946,7 +40946,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9b540ba9"
+                    id="284443ab"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -40980,7 +40980,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="6d32e78f"
+                    id="8956462d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -41008,7 +41008,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7ae2b0ba"
+                    id="26420d2d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -41038,7 +41038,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="12efb984"
+                    id="f2ba040f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -41068,7 +41068,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="60ab5193"
+                    id="0681b7f5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -41098,7 +41098,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="184597e6"
+                    id="8b9f2522"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -41128,7 +41128,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e74cbb67"
+                    id="b20996fd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -41158,7 +41158,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9cf1ff6e"
+                    id="b80b7e36"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -41188,7 +41188,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="64b721bd"
+                    id="8d829f9d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -41218,7 +41218,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ad6ab04c"
+                    id="b36c3b76"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -41248,7 +41248,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f80dc2ac"
+                    id="073a31b6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -41278,7 +41278,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="853e3039"
+                    id="c1f0e6f0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -41308,7 +41308,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ff7721b7"
+                    id="2a897222"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -41338,7 +41338,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="01f7e184"
+                    id="b0f23fc1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -41368,7 +41368,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="96369625"
+                    id="37e1ef1d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -41398,7 +41398,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6b938f7e"
+                    id="de2ec765"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -41428,7 +41428,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4b37f7c9"
+                    id="df4e49d5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -41458,7 +41458,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="22376a56"
+                    id="8e29fefa"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -41488,7 +41488,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="26990ab2"
+                    id="a844745b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -41518,7 +41518,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5536bfb8"
+                    id="1200f851"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -41548,7 +41548,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="744fcbd6"
+                    id="7a7416ff"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -41578,7 +41578,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1d56c54b"
+                    id="09066139"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -41608,7 +41608,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f30ba1e0"
+                    id="4722c128"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -41638,7 +41638,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="07683ab1"
+                    id="16f12cb0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -41668,7 +41668,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="089a04d6"
+                    id="8a63d307"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -41698,7 +41698,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2173d143"
+                    id="cc516dd9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -41728,7 +41728,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="323f05d0"
+                    id="e2b8a71b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -41758,7 +41758,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a4b9ceee"
+                    id="d5bbf2b7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -41788,7 +41788,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4d8e943f"
+                    id="10a53e3b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -41818,7 +41818,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2afe8e90"
+                    id="3372a07e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -41848,7 +41848,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4702fad2"
+                    id="2c1da978"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -41878,7 +41878,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8f27fe93"
+                    id="d827a898"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -41908,7 +41908,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="80d73b44"
+                    id="c670844a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -41938,7 +41938,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="eab65bc9"
+                    id="6e23a10d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -41968,7 +41968,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="cb8cf8c6"
+                    id="8c2edbd8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -41998,7 +41998,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d80550c7"
+                    id="19ae4029"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -42028,7 +42028,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3f20244e"
+                    id="efe1119f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -42058,7 +42058,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="76d6635d"
+                    id="fabd7a79"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -42088,7 +42088,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="67d0080b"
+                    id="b725fb23"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -42118,7 +42118,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0f918456"
+                    id="8ebab1bf"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -42148,7 +42148,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8d88046d"
+                    id="30d8455d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -42178,7 +42178,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0f86fe55"
+                    id="0b22f9ec"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -42208,7 +42208,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="48ef6fef"
+                    id="8f71bb58"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -42238,7 +42238,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="be6d8ce9"
+                    id="858d0dc2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -42268,7 +42268,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a731d2d4"
+                    id="5fb3c03a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -42298,7 +42298,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7bccb0d8"
+                    id="d6d456e4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -42328,7 +42328,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2ff6fa63"
+                    id="1f6066c8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -42358,7 +42358,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="313cc43b"
+                    id="d71efb4d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -42388,7 +42388,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a1f3e4fa"
+                    id="38a47b4a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -42418,7 +42418,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8c427e92"
+                    id="7fc656eb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -42448,7 +42448,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e0150d7a"
+                    id="a0e04305"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -42478,7 +42478,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c0dd17af"
+                    id="0df2e1af"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -42508,7 +42508,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="41e26293"
+                    id="a6283ebe"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -42538,7 +42538,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="32a95027"
+                    id="318cfa09"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -42568,7 +42568,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="dd441765"
+                    id="34bbc8da"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -42598,7 +42598,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="614ec5f1"
+                    id="c072ab73"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -42628,7 +42628,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="18c27721"
+                    id="403b801c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -42658,7 +42658,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="586a6510"
+                    id="646acf4d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -42688,7 +42688,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="26e184f9"
+                    id="2ff80e3c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -42718,7 +42718,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1781ab28"
+                    id="8fe7cecd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -42748,7 +42748,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2d5c5f6c"
+                    id="c4203aed"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -42778,7 +42778,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2c8d14d4"
+                    id="9db10296"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -42808,7 +42808,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8d026fa9"
+                    id="68ac9df0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -42838,7 +42838,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ae3054d8"
+                    id="f259603c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -42868,7 +42868,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f16e645a"
+                    id="42297173"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -42898,7 +42898,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ab0c449e"
+                    id="3399a4d5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -42928,7 +42928,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="514cb3fe"
+                    id="6e624763"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -42958,7 +42958,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6278d478"
+                    id="64e8521a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -42988,7 +42988,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9f207d05"
+                    id="9107c4cc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -43018,7 +43018,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="69f7c342"
+                    id="86989851"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -43048,7 +43048,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8afaf2d2"
+                    id="e08048eb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -43078,7 +43078,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="340d4a90"
+                    id="0186c371"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -43108,7 +43108,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="66022a03"
+                    id="d06f279f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -43138,7 +43138,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0d5755fc"
+                    id="ec7f6984"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -43168,7 +43168,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a4cbc7f2"
+                    id="c2298809"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -43198,7 +43198,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7f353fe1"
+                    id="b86ca6cc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -43228,7 +43228,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6c97d162"
+                    id="58d927e5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -43258,7 +43258,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="37e36376"
+                    id="b484eea4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -43288,7 +43288,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c15836d0"
+                    id="a7f28b20"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -43318,7 +43318,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1f014d5f"
+                    id="84e627b4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -43348,7 +43348,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="78678c09"
+                    id="4a6fcaf6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -43378,7 +43378,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6e53ff72"
+                    id="c5725a3f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -43408,7 +43408,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f4b0c1aa"
+                    id="17449851"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -43438,7 +43438,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="45db5af1"
+                    id="d68c6339"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -43468,7 +43468,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2fcd784a"
+                    id="ce8c5c02"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -43498,7 +43498,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f3523510"
+                    id="c9499767"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -43528,7 +43528,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2b127e2c"
+                    id="92ffa07b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -43558,7 +43558,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8cbab9c9"
+                    id="c8e88ad1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -43588,7 +43588,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e0b0ed93"
+                    id="5e85d813"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -43618,7 +43618,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a57bbd62"
+                    id="0e87705d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -43648,7 +43648,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5ea01ff3"
+                    id="df2e9806"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -43678,7 +43678,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="22c85c98"
+                    id="9bdb29f3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -43708,7 +43708,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e3c75a91"
+                    id="43767211"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -43738,7 +43738,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="cfe3e3f4"
+                    id="5465e82c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -43768,7 +43768,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="48dd68c0"
+                    id="1c85f0f0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -43798,7 +43798,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="fa9e61e8"
+                    id="cb8fe6c7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -43828,7 +43828,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="34e89acc"
+                    id="0cf5b07f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -43858,7 +43858,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4ed352d8"
+                    id="e72658c3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -43888,7 +43888,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f3e21ab4"
+                    id="4006e47b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -43918,7 +43918,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="43db4120"
+                    id="4174556f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -43948,7 +43948,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d2757cd0"
+                    id="b7de9046"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -43978,7 +43978,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7c60f286"
+                    id="d0697a7f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -44008,7 +44008,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b82884aa"
+                    id="2f9bfd36"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -44038,7 +44038,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9c7c75e6"
+                    id="d1488b68"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -44068,7 +44068,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="834b5753"
+                    id="f37e6cd6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -44098,7 +44098,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="79f9ee13"
+                    id="6c9d5a1e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -44128,7 +44128,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b5aff6ed"
+                    id="3b7cfab0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -44158,7 +44158,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="001a6909"
+                    id="8ea3f11b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -44188,7 +44188,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8991ade4"
+                    id="dd9aa1e9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -44218,7 +44218,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0bdcb6d9"
+                    id="a39e8257"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -44248,7 +44248,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="44abe8ae"
+                    id="135fc8c8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -44278,7 +44278,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="aeedb8c5"
+                    id="2b897910"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -44308,7 +44308,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c6dfa25e"
+                    id="9c4be32c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -44338,7 +44338,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2ba3c45f"
+                    id="7e998d7d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -44368,7 +44368,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9f532668"
+                    id="2f4d0f3a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -44398,7 +44398,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="65876a81"
+                    id="3ee4b5f4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -44428,7 +44428,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="502324dc"
+                    id="388266a3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -44458,7 +44458,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b469208a"
+                    id="f748ba84"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -44488,7 +44488,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="492e7e33"
+                    id="227bd883"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -44518,7 +44518,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d7785304"
+                    id="9895d57a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -44548,7 +44548,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9aec72ee"
+                    id="5735815c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -44578,7 +44578,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="10021b7d"
+                    id="bec8f00a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -44608,7 +44608,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="92658f85"
+                    id="fcaa3e2d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -44638,7 +44638,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="de5beb3e"
+                    id="45bce5f9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -44668,7 +44668,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8f1559ef"
+                    id="e5b59ca8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -44698,7 +44698,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7f4a8081"
+                    id="ea177fb2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -44728,7 +44728,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1bd937d2"
+                    id="4a6c7b87"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -44758,7 +44758,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f3cef735"
+                    id="ec74fe39"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -44788,7 +44788,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3da3c952"
+                    id="51e26cec"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -44818,7 +44818,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="86c9073c"
+                    id="6efec630"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -44848,7 +44848,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2cffd73a"
+                    id="e3f8254e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -44878,7 +44878,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="257635a4"
+                    id="f89be297"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -44908,7 +44908,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="bc49c227"
+                    id="3663878a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -44938,7 +44938,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="46102ea3"
+                    id="7ddbf7e7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -44968,7 +44968,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="75893103"
+                    id="ec971618"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -44998,7 +44998,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c34404fb"
+                    id="cff096a7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -45028,7 +45028,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2c20de17"
+                    id="ce7c6394"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -45058,7 +45058,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="08b351f6"
+                    id="d47ec603"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -45088,7 +45088,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="dcb6fa9c"
+                    id="c516e62f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -45118,7 +45118,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f88a8322"
+                    id="a27645ba"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -45148,7 +45148,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a4f7dc81"
+                    id="93518bcc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -45178,7 +45178,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9249ee4c"
+                    id="ed0aed30"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -45208,7 +45208,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="69b27787"
+                    id="864ccd6f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -45238,7 +45238,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f7ff7862"
+                    id="748c71cf"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -45268,7 +45268,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="311c0426"
+                    id="4d48e86e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -45298,7 +45298,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="21407592"
+                    id="55b55c22"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -45328,7 +45328,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c1be9c34"
+                    id="bc2edfed"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -45362,7 +45362,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="8584ceac"
+                    id="b60ed73f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -45390,7 +45390,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a5e5726b"
+                    id="392b60cc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -45420,7 +45420,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="54f3a3b5"
+                    id="800b1c7a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -45450,7 +45450,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="15bed182"
+                    id="9f3012f2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -45480,7 +45480,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="445f58df"
+                    id="a4dbafe8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -45510,7 +45510,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="23044768"
+                    id="5296728a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -45540,7 +45540,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7615d347"
+                    id="d576a391"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -45570,7 +45570,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d0f8f12a"
+                    id="965c24e5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -45600,7 +45600,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1d2de649"
+                    id="3bdf5c9a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -45630,7 +45630,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8cb39213"
+                    id="2802e254"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -45660,7 +45660,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="06584774"
+                    id="bda80ab4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -45690,7 +45690,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e3252301"
+                    id="3a998001"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -45720,7 +45720,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a20da1f0"
+                    id="2b509061"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -45750,7 +45750,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d31c4dc6"
+                    id="35edf3a6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -45780,7 +45780,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="27681bf2"
+                    id="37797fea"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -45810,7 +45810,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="053797a9"
+                    id="f76dbc26"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -45840,7 +45840,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8b29aada"
+                    id="f42ed843"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -45870,7 +45870,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8628c1d4"
+                    id="4d100f25"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -45900,7 +45900,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="21f4b5cc"
+                    id="03695c9a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -45930,7 +45930,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="83045dbc"
+                    id="013a8161"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -45960,7 +45960,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6ff3a9c4"
+                    id="83b3db2f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -45990,7 +45990,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2ed1a9cb"
+                    id="978a7d6b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -46020,7 +46020,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="fe3943e7"
+                    id="9bb83b90"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -46050,7 +46050,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a3dc03fe"
+                    id="0cf3a29e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -46080,7 +46080,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="79bbcd58"
+                    id="078e8654"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -46110,7 +46110,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8c100ff1"
+                    id="c95dcc75"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -46140,7 +46140,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="59e5efdf"
+                    id="2aa3b52a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -46170,7 +46170,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e29fe0da"
+                    id="bea97b4a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -46200,7 +46200,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e6eb04e6"
+                    id="68927759"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -46230,7 +46230,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="fe5b8e52"
+                    id="189d12dc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -46260,7 +46260,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="21e27753"
+                    id="619c2311"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -46290,7 +46290,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="53f19922"
+                    id="aeeb1652"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -46320,7 +46320,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d3993c5f"
+                    id="668d636e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -46350,7 +46350,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="86b8d26f"
+                    id="0f183718"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -46380,7 +46380,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6934bb21"
+                    id="451fa86c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -46410,7 +46410,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="27030d0a"
+                    id="cd15bbfc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -46440,7 +46440,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="be2eb506"
+                    id="34cf7503"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -46470,7 +46470,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8a321c9d"
+                    id="06a96110"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -46500,7 +46500,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a10c9875"
+                    id="aa7c73af"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -46530,7 +46530,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="177ad11b"
+                    id="3d2f2f76"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -46560,7 +46560,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="fd56b6e1"
+                    id="d672dd61"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -46590,7 +46590,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c9e93941"
+                    id="e20934ae"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -46620,7 +46620,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="db3ac73f"
+                    id="65b9932d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -46650,7 +46650,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8a9a4297"
+                    id="4c8c587f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -46680,7 +46680,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7c6e374e"
+                    id="3a0ee1cc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -46710,7 +46710,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ca2c5628"
+                    id="d735600a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -46740,7 +46740,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="42223bc4"
+                    id="7ae6c374"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -46770,7 +46770,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2fddd653"
+                    id="0ea43a19"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -46800,7 +46800,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e3bd641e"
+                    id="b6aeb97d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -46830,7 +46830,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="bffdddbf"
+                    id="9a347840"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -46860,7 +46860,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f646a706"
+                    id="ab9eda86"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -46890,7 +46890,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="42bcea08"
+                    id="12827bd0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -46920,7 +46920,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e141bc17"
+                    id="825cefe1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -46950,7 +46950,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c8ad6b64"
+                    id="3beb2990"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -46980,7 +46980,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="93a45728"
+                    id="83368d3f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -47010,7 +47010,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f4cf08b9"
+                    id="4f87a650"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -47040,7 +47040,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4098f9f9"
+                    id="cd423d50"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -47070,7 +47070,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a88f7e97"
+                    id="133fa2ed"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -47100,7 +47100,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5709f0a6"
+                    id="bdf0fe89"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -47130,7 +47130,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="84f1e661"
+                    id="69c39a99"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -47160,7 +47160,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="daca28b0"
+                    id="94f295b8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -47190,7 +47190,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d868c977"
+                    id="57a12515"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -47220,7 +47220,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0bf417b4"
+                    id="170a2fc6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -47250,7 +47250,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="265d2b8a"
+                    id="edd804f8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -47280,7 +47280,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="463f21a9"
+                    id="258af130"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -47310,7 +47310,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1874ad1f"
+                    id="f60faca7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -47340,7 +47340,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="283fb635"
+                    id="81af17e3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -47370,7 +47370,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9edebabb"
+                    id="a69081fb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -47400,7 +47400,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="41bc50ab"
+                    id="6be2ce86"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -47430,7 +47430,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="82acd5c0"
+                    id="27483a8a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -47460,7 +47460,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9e7b9d61"
+                    id="8c278576"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -47490,7 +47490,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="78755634"
+                    id="7fa71699"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -47520,7 +47520,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="caf06134"
+                    id="13d08b6a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -47550,7 +47550,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4d372656"
+                    id="fbc7b229"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -47580,7 +47580,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d925217f"
+                    id="44ff4e7a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -47610,7 +47610,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2143cbf7"
+                    id="1e76b1e7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -47640,7 +47640,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ce225c5f"
+                    id="4c6cd14a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -47670,7 +47670,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8879e92a"
+                    id="8c077267"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -47700,7 +47700,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1c6231ad"
+                    id="5ef9b3cc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -47730,7 +47730,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9ce3a823"
+                    id="9d7b5cb1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -47760,7 +47760,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7c162a5d"
+                    id="fd3c0c9c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -47790,7 +47790,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b2ffe35c"
+                    id="7d6e6e3e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -47820,7 +47820,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="75d2a1fc"
+                    id="6007bd24"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -47850,7 +47850,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="fdeceb4e"
+                    id="d52059f7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -47880,7 +47880,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="66ec3b94"
+                    id="3f32ba1e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -47910,7 +47910,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9be9877e"
+                    id="708693bf"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -47940,7 +47940,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="13b9b096"
+                    id="da5653ef"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -47970,7 +47970,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8b3b593d"
+                    id="c73ede23"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -48000,7 +48000,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="df715e75"
+                    id="89a43369"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -48030,7 +48030,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e69895fe"
+                    id="255e96cb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -48060,7 +48060,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="57955c97"
+                    id="5edd70e1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -48090,7 +48090,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e68840bf"
+                    id="1296a4da"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -48120,7 +48120,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d620ada0"
+                    id="7f35bc64"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -48150,7 +48150,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="da4f9d29"
+                    id="02a6a803"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -48180,7 +48180,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ef31a8c1"
+                    id="3b60bde0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -48210,7 +48210,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9b1a0ec3"
+                    id="2014c556"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -48240,7 +48240,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="21b3ea50"
+                    id="ad7de56f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -48270,7 +48270,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0ae31042"
+                    id="94d8deed"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -48300,7 +48300,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4a969ed2"
+                    id="bffea498"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -48330,7 +48330,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="cd7a3a2e"
+                    id="7e17b95a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -48360,7 +48360,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4e15a4fe"
+                    id="65b79b97"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -48390,7 +48390,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2092fdc7"
+                    id="079c1034"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -48420,7 +48420,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f6a1254a"
+                    id="b22d1091"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -48450,7 +48450,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="dc11bf28"
+                    id="2fec5bff"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -48480,7 +48480,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2af13e1d"
+                    id="c4a8ebe9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -48510,7 +48510,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b09c7403"
+                    id="1131b271"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -48540,7 +48540,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="fead8dd7"
+                    id="0d6fb986"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -48570,7 +48570,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="fea4146b"
+                    id="c9fcec7f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -48600,7 +48600,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5d4da4aa"
+                    id="1d2b6bda"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -48630,7 +48630,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="401c1aa8"
+                    id="f38ce464"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -48660,7 +48660,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2819cf14"
+                    id="56183fe2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -48690,7 +48690,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e2887e2a"
+                    id="5ba10959"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -48720,7 +48720,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="320999d1"
+                    id="09a25c07"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -48750,7 +48750,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3be49988"
+                    id="1c31126c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -48780,7 +48780,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d7380f92"
+                    id="0082222c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -48810,7 +48810,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4015a3b4"
+                    id="d3484821"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -48840,7 +48840,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f197db11"
+                    id="b9143968"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -48870,7 +48870,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6d543d67"
+                    id="bc55d991"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -48900,7 +48900,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="006de6f6"
+                    id="2e1fe08a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -48930,7 +48930,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a1f47748"
+                    id="109c0ba4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -48960,7 +48960,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="25cf4147"
+                    id="978f728f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -48990,7 +48990,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d7e9110e"
+                    id="7419d42b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -49020,7 +49020,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f8229dac"
+                    id="224ab267"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -49050,7 +49050,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="28e3b1a9"
+                    id="5ac1552c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -49080,7 +49080,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b5a947f5"
+                    id="dc1f135a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -49110,7 +49110,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9929350f"
+                    id="95b323c0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -49140,7 +49140,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ac8cd016"
+                    id="61d7a935"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -49170,7 +49170,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6731ffdc"
+                    id="a2615c94"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -49200,7 +49200,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d64f1cf8"
+                    id="f0af8ce3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -49230,7 +49230,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="78f54f49"
+                    id="3d256e3c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -49260,7 +49260,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0b253fed"
+                    id="ba6ec42f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -49290,7 +49290,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a4219367"
+                    id="6d20ae1d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -49320,7 +49320,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a9e6d97a"
+                    id="8fbdf036"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -49350,7 +49350,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0b335a1d"
+                    id="7c9eb9a2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -49380,7 +49380,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="667ee379"
+                    id="0157da01"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -49410,7 +49410,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7a8d7097"
+                    id="17a86f28"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -49440,7 +49440,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="869be787"
+                    id="be285404"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -49470,7 +49470,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5cc49fc6"
+                    id="70d8469b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -49500,7 +49500,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="79ac1f75"
+                    id="002d0896"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -49530,7 +49530,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a6a0372e"
+                    id="142de044"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -49560,7 +49560,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6ebceb05"
+                    id="e6861452"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -49590,7 +49590,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9cca3182"
+                    id="bbddf3b1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -49620,7 +49620,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="33390a3f"
+                    id="b975e5d6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -49650,7 +49650,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="11484bea"
+                    id="7bb8b0b1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -49680,7 +49680,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="fef7bd0b"
+                    id="54138f26"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -49710,7 +49710,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="745dd359"
+                    id="d3298260"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -49744,7 +49744,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="94c41ffc"
+                    id="0d98ae42"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -49772,7 +49772,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3174b5e6"
+                    id="3755f683"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -49802,7 +49802,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1a3219a9"
+                    id="abb2df5f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -49832,7 +49832,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="61f3ef51"
+                    id="ddc057b1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -49862,7 +49862,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5767de18"
+                    id="4faad0e2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -49892,7 +49892,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d0a66e56"
+                    id="5e158590"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -49922,7 +49922,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="42e0941d"
+                    id="1f71549a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -49952,7 +49952,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b69c9eb1"
+                    id="06bd5c19"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -49982,7 +49982,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c95c59d4"
+                    id="5803bdfe"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -50012,7 +50012,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="29ed3c7f"
+                    id="9cdac9b4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -50042,7 +50042,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3bc1aaae"
+                    id="70cb69db"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -50072,7 +50072,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="08f98eef"
+                    id="39c6df01"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -50102,7 +50102,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d706bbcd"
+                    id="d9eda07e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -50132,7 +50132,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c1b57f85"
+                    id="974cd17c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -50162,7 +50162,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="85a8e6b6"
+                    id="835cedc7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -50192,7 +50192,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="718fd88d"
+                    id="276a841f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -50222,7 +50222,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="28ef3b4f"
+                    id="a6f55ce8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -50252,7 +50252,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5526a76c"
+                    id="ea9d0ca3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -50282,7 +50282,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="95ea2a80"
+                    id="89f22baf"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -50312,7 +50312,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="486eff92"
+                    id="f59542ad"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -50342,7 +50342,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9e8859a3"
+                    id="5a9eb71d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -50372,7 +50372,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f98df25c"
+                    id="ca171ede"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -50402,7 +50402,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4a5ad653"
+                    id="8aa2d812"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -50432,7 +50432,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9e6a9764"
+                    id="56234d36"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -50462,7 +50462,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f2231178"
+                    id="a85993d7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -50492,7 +50492,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e4a5ae57"
+                    id="dfe3f297"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -50522,7 +50522,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c4503394"
+                    id="dbfe00ca"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -50552,7 +50552,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a26d94f1"
+                    id="3001ebaf"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -50582,7 +50582,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4ce918b2"
+                    id="f6c3ed8f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -50612,7 +50612,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5620eafc"
+                    id="abdf6c89"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -50642,7 +50642,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b6f9e820"
+                    id="fff2fef9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -50672,7 +50672,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5127fed4"
+                    id="fbd261f8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -50702,7 +50702,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="14da2ace"
+                    id="5f2cde51"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -50732,7 +50732,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a1f342e3"
+                    id="43f82cd5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -50762,7 +50762,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9b606afd"
+                    id="7670152d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -50792,7 +50792,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="04206844"
+                    id="23cabb86"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -50822,7 +50822,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b9114f13"
+                    id="7a120ad8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -50852,7 +50852,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d33f4a14"
+                    id="b8ec3195"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -50882,7 +50882,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="148f716d"
+                    id="7f50acb9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -50912,7 +50912,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="294496cd"
+                    id="11615062"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -50942,7 +50942,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="97539483"
+                    id="eb83d9d8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -50972,7 +50972,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ef345237"
+                    id="72dfb3bf"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -51002,7 +51002,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="fcc188d4"
+                    id="80e9d5f5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -51032,7 +51032,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="412ff3ef"
+                    id="2880ee73"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -51062,7 +51062,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1894b90b"
+                    id="2dd1eacb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -51092,7 +51092,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c0b0b65d"
+                    id="15436c71"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -51122,7 +51122,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="fe491c14"
+                    id="92fe5607"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -51152,7 +51152,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="96167482"
+                    id="9a620ad3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -51182,7 +51182,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="de350965"
+                    id="863ac81f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -51212,7 +51212,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="59165744"
+                    id="41349ebd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -51242,7 +51242,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2bd4cb37"
+                    id="a730dc22"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -51272,7 +51272,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="847686bc"
+                    id="296fc9aa"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -51302,7 +51302,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f676cdac"
+                    id="2c6b882b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -51332,7 +51332,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="34bac239"
+                    id="8778ad9e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -51362,7 +51362,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b9db750c"
+                    id="fd14e47b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -51392,7 +51392,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e1d5f11a"
+                    id="7feebb08"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -51422,7 +51422,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ec56711e"
+                    id="e373072b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -51452,7 +51452,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="aff35d1d"
+                    id="552fe443"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -51482,7 +51482,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="12e8cb19"
+                    id="02c6fbaa"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -51512,7 +51512,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="851d2460"
+                    id="71bdc28d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -51542,7 +51542,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="109b4e88"
+                    id="e59653ef"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -51572,7 +51572,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e7233a80"
+                    id="04b52674"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -51602,7 +51602,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7e88b10f"
+                    id="43bc2104"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -51632,7 +51632,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e567dbde"
+                    id="80430dba"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -51662,7 +51662,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="26ba5b24"
+                    id="10f3bb82"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -51692,7 +51692,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="946a4199"
+                    id="f0bec725"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -51722,7 +51722,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="11307238"
+                    id="e8799386"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -51752,7 +51752,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b9e616a1"
+                    id="b18a1fea"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -51782,7 +51782,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3d128dc9"
+                    id="522c1c4e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -51812,7 +51812,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="51c89e5f"
+                    id="f193f1eb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -51842,7 +51842,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0be766c2"
+                    id="95baaa27"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -51872,7 +51872,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="cd1925a5"
+                    id="0d739a03"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -51902,7 +51902,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="89c97c72"
+                    id="cb0f109e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -51932,7 +51932,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9c9cf9d1"
+                    id="444c6f19"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -51962,7 +51962,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a8604197"
+                    id="4921e645"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -51992,7 +51992,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c935379f"
+                    id="a4484104"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -52022,7 +52022,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="32fe8d98"
+                    id="edcc3fa0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -52052,7 +52052,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="71645bc2"
+                    id="9d05010f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -52082,7 +52082,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="17d87224"
+                    id="18d3fdd9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -52112,7 +52112,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9190459f"
+                    id="2e7db105"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -52142,7 +52142,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="36fb0331"
+                    id="3f0ffcfc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -52172,7 +52172,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b4aadffd"
+                    id="073a4ed4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -52202,7 +52202,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9e499100"
+                    id="fdd4c8f5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -52232,7 +52232,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ebc3e939"
+                    id="5c50a89b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -52262,7 +52262,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a04dc9c1"
+                    id="f26d8632"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -52292,7 +52292,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f8f1103a"
+                    id="3c67ab28"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -52322,7 +52322,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ee3b1dd2"
+                    id="56ef2359"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -52352,7 +52352,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0c91c181"
+                    id="df9de28e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -52382,7 +52382,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="53fb1ef7"
+                    id="0e286b7a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -52412,7 +52412,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d204640d"
+                    id="4382b677"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -52442,7 +52442,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="45a032f6"
+                    id="96ca6764"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -52472,7 +52472,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="239e546a"
+                    id="631961ea"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -52502,7 +52502,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5158fd2f"
+                    id="11c48b43"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -52532,7 +52532,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9f369329"
+                    id="8260e81c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -52562,7 +52562,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e144cd24"
+                    id="83237650"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -52592,7 +52592,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c63ed586"
+                    id="0e5b834f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -52622,7 +52622,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8ae45311"
+                    id="e225cc7b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -52652,7 +52652,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9f0a892e"
+                    id="d07ca0c5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -52682,7 +52682,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9b6b46ff"
+                    id="d070b48d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -52712,7 +52712,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b9871102"
+                    id="620ac816"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -52742,7 +52742,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8e87e6ba"
+                    id="c45ec9c7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -52772,7 +52772,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6f81bdaa"
+                    id="0c665f2f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -52802,7 +52802,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="47d3ff15"
+                    id="98b39bef"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -52832,7 +52832,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c066703d"
+                    id="b8662f7a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -52862,7 +52862,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1bfd5066"
+                    id="cff8f9ed"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -52892,7 +52892,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d969c080"
+                    id="95a6444e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -52922,7 +52922,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6c0b09ec"
+                    id="bda2fec8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -52952,7 +52952,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="86ebcb9b"
+                    id="75c6c2c4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -52982,7 +52982,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="30467d60"
+                    id="965b1a77"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -53012,7 +53012,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a98a3bfd"
+                    id="d8ddf486"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -53042,7 +53042,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e906e8af"
+                    id="800ec0be"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -53072,7 +53072,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="31a84a3c"
+                    id="4f7f6d14"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -53102,7 +53102,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="14f0393d"
+                    id="1c693eb6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -53132,7 +53132,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="bf8a08bc"
+                    id="480614d1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -53162,7 +53162,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8103e696"
+                    id="0667a0aa"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -53192,7 +53192,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e2c9463a"
+                    id="6f09ae8c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -53222,7 +53222,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b0a11931"
+                    id="464d51fa"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -53252,7 +53252,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="61997fa7"
+                    id="74394ef8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -53282,7 +53282,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="584037b4"
+                    id="6a8e90f0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -53312,7 +53312,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="550d8335"
+                    id="8d83145d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -53342,7 +53342,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c64d476e"
+                    id="6ab3052e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -53372,7 +53372,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ad79a635"
+                    id="175c9b47"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -53402,7 +53402,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="023690aa"
+                    id="6ece964f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -53432,7 +53432,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6d24de35"
+                    id="c7306f9a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -53462,7 +53462,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="86c45a4c"
+                    id="9cfc19d9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -53492,7 +53492,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f3507d31"
+                    id="b7658a66"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -53522,7 +53522,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1e4f5234"
+                    id="d1dbc4d7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -53552,7 +53552,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a31a4657"
+                    id="fe789fd7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -53582,7 +53582,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="884b6134"
+                    id="051572e3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -53612,7 +53612,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="33c39943"
+                    id="4ace2f24"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -53642,7 +53642,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="42710297"
+                    id="1e07096b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -53672,7 +53672,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="64f45114"
+                    id="1e74e4e0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -53702,7 +53702,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2b305c6a"
+                    id="ffdca9cd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -53732,7 +53732,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a31b76e0"
+                    id="7c3a5709"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -53762,7 +53762,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7ac4e388"
+                    id="4092af08"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -53792,7 +53792,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4e3376a8"
+                    id="ae472da3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -53822,7 +53822,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9c869450"
+                    id="3f738670"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -53852,7 +53852,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ecee8be4"
+                    id="34f289be"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -53882,7 +53882,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c2f7c072"
+                    id="20c0ce23"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -53912,7 +53912,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="272fb533"
+                    id="a6b79e84"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -53942,7 +53942,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b264c2b1"
+                    id="158b52d2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -53972,7 +53972,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="81ab9455"
+                    id="b5c0793d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -54002,7 +54002,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="77d845e8"
+                    id="b4c69ae4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -54032,7 +54032,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c6a45a56"
+                    id="d6336151"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -54062,7 +54062,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7001dc18"
+                    id="7b0775db"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -54092,7 +54092,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8278a18b"
+                    id="b76feaf3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -54126,7 +54126,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="bf1665c2"
+                    id="138fef5a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -54154,7 +54154,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f2e45607"
+                    id="64c3a93d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -54184,7 +54184,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="488160b4"
+                    id="17fe75ea"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -54214,7 +54214,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2d943c86"
+                    id="2ce7f94f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -54244,7 +54244,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4533060a"
+                    id="6c4ef322"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -54274,7 +54274,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="28ca96b1"
+                    id="646869e8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -54304,7 +54304,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="fb986b5f"
+                    id="52bd0481"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -54334,7 +54334,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="878a2fa8"
+                    id="aa0024e2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -54364,7 +54364,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7f8abd66"
+                    id="bda953a5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -54394,7 +54394,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9d334914"
+                    id="3a747ea2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -54424,7 +54424,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f284eaa0"
+                    id="6b12cb2c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -54454,7 +54454,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="98a32b55"
+                    id="b926deaf"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -54484,7 +54484,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ae85c6e2"
+                    id="6f7a8e8e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -54514,7 +54514,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="bf5f7566"
+                    id="925973a7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -54544,7 +54544,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0822ffda"
+                    id="71e1898e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -54574,7 +54574,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ba824556"
+                    id="7325f42f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -54604,7 +54604,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="45f88bc0"
+                    id="4862c1e1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -54634,7 +54634,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6dd0cb07"
+                    id="95285b5e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -54664,7 +54664,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="01519731"
+                    id="e4424bbf"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -54694,7 +54694,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e0362c16"
+                    id="098f073f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -54724,7 +54724,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="cd23c383"
+                    id="7c686fd4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -54754,7 +54754,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c03c2004"
+                    id="d0012049"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -54784,7 +54784,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8f4c51f0"
+                    id="07b6215d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -54814,7 +54814,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="380087f7"
+                    id="77ecfe3a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -54844,7 +54844,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c41e819b"
+                    id="5484e1d8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -54874,7 +54874,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4e2761da"
+                    id="d0d75d3a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -54904,7 +54904,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="32d6bfea"
+                    id="cbc71933"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -54934,7 +54934,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="766fb141"
+                    id="e9be1c46"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -54964,7 +54964,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9318e56e"
+                    id="b439c440"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -54994,7 +54994,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b2048262"
+                    id="6ffb8b2a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -55024,7 +55024,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="366f0fcc"
+                    id="22efab60"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -55054,7 +55054,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f7dbb27e"
+                    id="ab69cfd9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -55084,7 +55084,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1705110d"
+                    id="fca54279"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -55114,7 +55114,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1ed6b3c1"
+                    id="153e8dd7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -55144,7 +55144,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9829a6fe"
+                    id="c676925e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -55174,7 +55174,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="23adb240"
+                    id="2c016ca8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -55204,7 +55204,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2946f12c"
+                    id="bbb37187"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -55234,7 +55234,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e72f5f30"
+                    id="a9d07900"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -55264,7 +55264,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ca596d14"
+                    id="080edf42"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -55294,7 +55294,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d0320ad1"
+                    id="118ee224"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -55324,7 +55324,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f0647b1b"
+                    id="9a867044"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -55354,7 +55354,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="bff2bb5c"
+                    id="4b533100"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -55384,7 +55384,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f415dc12"
+                    id="018d0bbd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -55414,7 +55414,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e3ddc20e"
+                    id="3d5154c0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -55444,7 +55444,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ba3ca77e"
+                    id="dea01a4a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -55474,7 +55474,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="add4509f"
+                    id="e80a27dd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -55504,7 +55504,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="97f7a62c"
+                    id="f03a302b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -55534,7 +55534,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6aef883f"
+                    id="2866d5d9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -55564,7 +55564,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7e1b3de6"
+                    id="d3cb43c9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -55594,7 +55594,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="47293587"
+                    id="9d85f800"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -55624,7 +55624,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e600750b"
+                    id="c361d509"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -55654,7 +55654,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="115b347d"
+                    id="f2fa176b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -55684,7 +55684,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4ea3c820"
+                    id="7a082778"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -55714,7 +55714,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ab69b020"
+                    id="72a209f3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -55744,7 +55744,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a66d1cc9"
+                    id="3d586f4e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -55774,7 +55774,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="066d0143"
+                    id="ffaa62dd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -55804,7 +55804,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4e68d5f9"
+                    id="f2432452"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -55834,7 +55834,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3f7bbc3c"
+                    id="8db446a9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -55864,7 +55864,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f8619927"
+                    id="b0c7bc28"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -55894,7 +55894,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e121be02"
+                    id="ed15ca9c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -55924,7 +55924,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="bd33721b"
+                    id="8068ce11"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -55954,7 +55954,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="fdc9acfa"
+                    id="3defdd12"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -55984,7 +55984,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="013427de"
+                    id="6ce3c732"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -56014,7 +56014,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0d44a778"
+                    id="5f453c39"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -56044,7 +56044,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1b4a785b"
+                    id="5c349c57"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -56074,7 +56074,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3f08cec6"
+                    id="e2ce68ef"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -56104,7 +56104,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="947b06c5"
+                    id="9ab9a700"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -56134,7 +56134,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="42eb658d"
+                    id="927241d7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -56164,7 +56164,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d490e421"
+                    id="f7883338"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -56194,7 +56194,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="927269b8"
+                    id="7041f41d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -56224,7 +56224,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a47ff3d0"
+                    id="5af09d73"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -56254,7 +56254,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="530a3cf6"
+                    id="cbcbe694"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -56284,7 +56284,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6e3722ee"
+                    id="f71bb0be"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -56314,7 +56314,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="035afc72"
+                    id="dfb628bb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -56344,7 +56344,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2d0963f3"
+                    id="4bc90b80"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -56374,7 +56374,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6beae2f3"
+                    id="a3d6a0a6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -56404,7 +56404,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4bd4692e"
+                    id="a0c6339f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -56434,7 +56434,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="48d146af"
+                    id="31182cf2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -56464,7 +56464,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7db531b6"
+                    id="7b220e34"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -56494,7 +56494,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="09439595"
+                    id="e278f376"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -56524,7 +56524,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="13348734"
+                    id="81b6c43e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -56554,7 +56554,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2cc544e6"
+                    id="efd2b99b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -56584,7 +56584,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3e51715c"
+                    id="c4aa213f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -56614,7 +56614,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4c2a91d9"
+                    id="bbfa35e6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -56644,7 +56644,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="621d2181"
+                    id="c4828f90"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -56674,7 +56674,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="110a841a"
+                    id="ad5513fd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -56704,7 +56704,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="407ddfe7"
+                    id="a3f21fc3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -56734,7 +56734,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="85c8bec7"
+                    id="35cab65c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -56764,7 +56764,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ff4716d9"
+                    id="a8da3086"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -56794,7 +56794,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ed15c5e9"
+                    id="3630afdc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -56824,7 +56824,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b326cb83"
+                    id="de7390d8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -56854,7 +56854,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e4603c1d"
+                    id="331f5a4d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -56884,7 +56884,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f3d7d622"
+                    id="5e8e2eaa"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -56914,7 +56914,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="09886fad"
+                    id="aad100ae"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -56944,7 +56944,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d6053891"
+                    id="7d7e615a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -56974,7 +56974,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="cfec9fa5"
+                    id="69070ab7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -57004,7 +57004,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="05291a36"
+                    id="febdcce3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -57034,7 +57034,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="93e6285b"
+                    id="af5ab6b0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -57064,7 +57064,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8973a10c"
+                    id="c7676048"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -57094,7 +57094,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a75d4911"
+                    id="932fd310"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -57124,7 +57124,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4dbf9fb6"
+                    id="d1efc8d2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -57154,7 +57154,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3037bc16"
+                    id="63549dff"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -57184,7 +57184,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="18056ef6"
+                    id="c32ce38b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -57214,7 +57214,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6a240392"
+                    id="d4942154"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -57244,7 +57244,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d98ac8ac"
+                    id="bcb27b11"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -57274,7 +57274,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a38750e1"
+                    id="375ac2a0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -57304,7 +57304,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9f17afdf"
+                    id="78051890"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -57334,7 +57334,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="90c04ace"
+                    id="f704a414"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -57364,7 +57364,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e51130a6"
+                    id="ca393b86"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -57394,7 +57394,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ddfc3e4f"
+                    id="bb6191ae"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -57424,7 +57424,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="fa95ab96"
+                    id="f55762a1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -57454,7 +57454,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6251936c"
+                    id="b9c3a72f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -57484,7 +57484,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7f196028"
+                    id="f66af408"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -57514,7 +57514,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9c8c043e"
+                    id="a6e79f30"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -57544,7 +57544,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b93b2c7d"
+                    id="31c0cfd8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -57574,7 +57574,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="201e3970"
+                    id="b3ac4da2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -57604,7 +57604,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5beb94be"
+                    id="fe7ff862"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -57634,7 +57634,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1fa16591"
+                    id="4fb9191c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -57664,7 +57664,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="97f8806b"
+                    id="c7bc1bc5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -57694,7 +57694,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0c6de144"
+                    id="8fbbf600"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -57724,7 +57724,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="62c24b46"
+                    id="ba56bee6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -57754,7 +57754,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ab15744a"
+                    id="76d90581"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -57784,7 +57784,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2737d565"
+                    id="a1fd4018"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -57814,7 +57814,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="651c74f6"
+                    id="b8771f05"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -57844,7 +57844,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7b2130a3"
+                    id="678c5c38"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -57874,7 +57874,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="101e364f"
+                    id="b0c0c36d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -57904,7 +57904,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4250fb9d"
+                    id="89b640da"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -57934,7 +57934,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2be9d2b6"
+                    id="d0dc49c1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -57964,7 +57964,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="bd0f2158"
+                    id="8af8f2b4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -57994,7 +57994,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="41c2d6e0"
+                    id="e9870e81"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -58024,7 +58024,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2c27bd5f"
+                    id="82eac73b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -58054,7 +58054,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="cb449644"
+                    id="b5504443"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -58084,7 +58084,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="84a3ce4c"
+                    id="c6368306"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -58114,7 +58114,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9d926f70"
+                    id="cc107509"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -58144,7 +58144,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3bae3254"
+                    id="515dc6cc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -58174,7 +58174,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="906476b8"
+                    id="f7c20065"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -58204,7 +58204,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e287feec"
+                    id="47fd99ca"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -58234,7 +58234,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f7aff3be"
+                    id="1549859a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -58264,7 +58264,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="cf7fd3a4"
+                    id="126b94e9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -58294,7 +58294,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6e56b6d4"
+                    id="a602474a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -58324,7 +58324,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1a1f2279"
+                    id="60403232"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -58354,7 +58354,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0fa123e0"
+                    id="a9961956"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -58384,7 +58384,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="89f46815"
+                    id="a3ebd407"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -58414,7 +58414,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8f6968d5"
+                    id="0184a1b9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -58444,7 +58444,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4ec7976e"
+                    id="64e66c83"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -58474,7 +58474,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6c84ad9e"
+                    id="55e402d6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -59978,7 +59978,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="ca882877"
+                    id="20ed53ed"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -60006,7 +60006,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7975d56f"
+                    id="69494aa7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -60036,7 +60036,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a8f5056d"
+                    id="a35fe295"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -60066,7 +60066,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="af419770"
+                    id="e8f988fa"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -60096,7 +60096,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d14b321d"
+                    id="da005962"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -60126,7 +60126,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="aa6a0fee"
+                    id="550fe31d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -60156,7 +60156,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ada8ab13"
+                    id="60232682"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -60186,7 +60186,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0248f9d4"
+                    id="8b52f8b7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -60216,7 +60216,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="af0fcac0"
+                    id="8a281d90"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -60246,7 +60246,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7ba07a08"
+                    id="6c89accd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -60276,7 +60276,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b2201343"
+                    id="ea86eeb8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -60306,7 +60306,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ec2fd0b6"
+                    id="1e8121c3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -60336,7 +60336,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="dc4a02cd"
+                    id="590887b0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -60366,7 +60366,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="82ab06ec"
+                    id="8772a024"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -60396,7 +60396,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3c0eda1f"
+                    id="947d41e4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -60426,7 +60426,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="84cb06ab"
+                    id="07a8adf8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -60456,7 +60456,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f7828826"
+                    id="480198f0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -60486,7 +60486,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9bd5347d"
+                    id="9d197a1e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -60516,7 +60516,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4685e9a4"
+                    id="953b85c9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -60546,7 +60546,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1dc55b84"
+                    id="d254959e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -60576,7 +60576,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3af778f8"
+                    id="cb040cdc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -60606,7 +60606,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7d7406fb"
+                    id="70cdd4e7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -60636,7 +60636,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="69613065"
+                    id="53fc6a5f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -60666,7 +60666,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5b589f21"
+                    id="29794d58"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -60696,7 +60696,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ba812453"
+                    id="c46be1e3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -60726,7 +60726,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f2c09fbd"
+                    id="72290121"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -60756,7 +60756,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="526d1509"
+                    id="1f294ac5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -60786,7 +60786,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="19c38bec"
+                    id="00e02c80"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -60816,7 +60816,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="469573b1"
+                    id="9114fcc4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -60846,7 +60846,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f5db6392"
+                    id="b459fc11"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -60876,7 +60876,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="68c510e7"
+                    id="152063a6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -60906,7 +60906,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="66d216ed"
+                    id="b65b91eb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -60936,7 +60936,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ad88c18f"
+                    id="f1030f53"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -60966,7 +60966,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ef4ca4fb"
+                    id="551f3787"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -60996,7 +60996,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="29d0b957"
+                    id="3b4e25e0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -61026,7 +61026,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3b00297f"
+                    id="0ee1a4e3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -61056,7 +61056,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e649591c"
+                    id="13a81a10"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -61086,7 +61086,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="80af2712"
+                    id="c47788ee"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -61116,7 +61116,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="386b3c98"
+                    id="aad7ff01"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -61146,7 +61146,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="fb29f6be"
+                    id="2f9baa9a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -61176,7 +61176,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8c02c806"
+                    id="8d5335a9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -61206,7 +61206,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="227d1fd6"
+                    id="eb654074"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -61236,7 +61236,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="85c52da0"
+                    id="38cc9334"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -61266,7 +61266,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1545d3be"
+                    id="66cf656a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -61296,7 +61296,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4a9d3f49"
+                    id="ba0307d4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -61326,7 +61326,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c1475cca"
+                    id="55c703e4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -61356,7 +61356,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ee965e5f"
+                    id="b60a9314"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -61386,7 +61386,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="87af1bd2"
+                    id="741065fd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -61416,7 +61416,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="dd68ba64"
+                    id="d3b0fdf7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -61446,7 +61446,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8eaacee5"
+                    id="6c575ec0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -61476,7 +61476,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="421d3dfd"
+                    id="37445149"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -61506,7 +61506,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b8681b56"
+                    id="9e866689"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -61536,7 +61536,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="84a49fe9"
+                    id="dd3c984f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -61566,7 +61566,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="95e64db4"
+                    id="295b9eba"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -61596,7 +61596,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="54acc7b1"
+                    id="b5a9f6e9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -61626,7 +61626,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="349892a3"
+                    id="ca2e8901"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -61656,7 +61656,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e8512863"
+                    id="b331a39a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -61686,7 +61686,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="08a73d0b"
+                    id="78f19b67"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -61716,7 +61716,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1f5a652c"
+                    id="9e1f0ea7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -61746,7 +61746,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ec1a1cae"
+                    id="b0e65ef4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -61776,7 +61776,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="22d77888"
+                    id="c65616be"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -61806,7 +61806,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="fd45f993"
+                    id="7b4f7041"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -61836,7 +61836,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c9f8b454"
+                    id="2c8260dc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -61866,7 +61866,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="78b1c34b"
+                    id="17e2b2f3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -61896,7 +61896,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8e43ddd0"
+                    id="2039d17e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -61926,7 +61926,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="150c879d"
+                    id="644ed22c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -61956,7 +61956,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2d43f90f"
+                    id="a9ede06b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -61986,7 +61986,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="78e095a4"
+                    id="396cc740"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -62016,7 +62016,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6341c825"
+                    id="ef28efdd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -62046,7 +62046,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="67e9da33"
+                    id="37943b12"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -62076,7 +62076,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="38f4d3c2"
+                    id="9ec18d93"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -62106,7 +62106,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c986a993"
+                    id="f75d4423"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -62136,7 +62136,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="652862d1"
+                    id="9cd3f7ff"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -62166,7 +62166,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c72db793"
+                    id="3d1f920b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -62196,7 +62196,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8964179a"
+                    id="edb36cbe"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -62226,7 +62226,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e14d937e"
+                    id="2e3c1c28"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -62256,7 +62256,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ac4b4795"
+                    id="3294e3ea"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -62286,7 +62286,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3bbe175e"
+                    id="e925077e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -62316,7 +62316,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3914a3e1"
+                    id="34c97554"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -62346,7 +62346,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d64a3c34"
+                    id="732c801a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -62376,7 +62376,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0df9bf6a"
+                    id="27b6a113"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -62406,7 +62406,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b9e8e0d2"
+                    id="e190b8a0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -62436,7 +62436,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9a4f7fd2"
+                    id="12052cae"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -62466,7 +62466,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="91ab3d2a"
+                    id="90d1dce4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -62496,7 +62496,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6838944a"
+                    id="4c5c3ba9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -62526,7 +62526,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="63fce744"
+                    id="cfc8427b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -62556,7 +62556,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3a5a35e5"
+                    id="cf24f93b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -62586,7 +62586,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="160fe89e"
+                    id="4513e170"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -62616,7 +62616,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8d48f4a3"
+                    id="82138435"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -62646,7 +62646,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8092f894"
+                    id="b71513a3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -62676,7 +62676,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f09c4292"
+                    id="f9c2d24d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -62706,7 +62706,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3c44f569"
+                    id="8b6b5f5a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -62736,7 +62736,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="54176c13"
+                    id="eb5f87f9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -62766,7 +62766,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e2994105"
+                    id="f4439e73"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -62796,7 +62796,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0d6147ed"
+                    id="098125da"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -62826,7 +62826,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="84c53dcb"
+                    id="c5991826"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -62856,7 +62856,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7d6a12a7"
+                    id="02e2fb12"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -62886,7 +62886,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="282307c2"
+                    id="0f0151c0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -62916,7 +62916,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d0352b02"
+                    id="9d9f27cd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -62946,7 +62946,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="859f3a17"
+                    id="39e97a21"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -62976,7 +62976,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="50a1646d"
+                    id="a609468e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -63006,7 +63006,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e8a3064f"
+                    id="582ecd62"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -63036,7 +63036,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b296bc04"
+                    id="be640c0d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -63066,7 +63066,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="efc5dee8"
+                    id="e674cf6e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -63096,7 +63096,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="34fed766"
+                    id="52d2d20c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -63126,7 +63126,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="dd403cd3"
+                    id="8d414f6e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -63156,7 +63156,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="55d44070"
+                    id="0a78853b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -63186,7 +63186,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c6eca07d"
+                    id="a8b99c9d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -63216,7 +63216,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7a549780"
+                    id="c5f7859d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -63246,7 +63246,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ae7bd13e"
+                    id="1af85e07"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -63276,7 +63276,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d168e932"
+                    id="e527a820"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -63306,7 +63306,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8e5d2b2f"
+                    id="0c3ece01"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -63336,7 +63336,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="224fa5ab"
+                    id="edd5df46"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -63366,7 +63366,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="160bb451"
+                    id="8309e6be"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -63396,7 +63396,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="daf69b34"
+                    id="e8944e59"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -63426,7 +63426,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="28b7ebad"
+                    id="016ab9b9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -63456,7 +63456,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="21337b58"
+                    id="11b8cba7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -63486,7 +63486,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e69e77a1"
+                    id="09200acd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -63516,7 +63516,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="941d1a7e"
+                    id="bfcf54fb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -63546,7 +63546,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4ef932d4"
+                    id="261d19ac"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -63576,7 +63576,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="091b9294"
+                    id="2e61c781"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -63606,7 +63606,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="53ba5773"
+                    id="e773b415"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -63636,7 +63636,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="97569530"
+                    id="2f2ffe8e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -63666,7 +63666,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b83970b7"
+                    id="6dcbc344"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -63696,7 +63696,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b8d5cc3e"
+                    id="f19c9817"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -63726,7 +63726,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a8ab3e30"
+                    id="130e4a1c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -63756,7 +63756,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3d8de28e"
+                    id="cc955d37"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -63786,7 +63786,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="289c52de"
+                    id="0bdfec65"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -63816,7 +63816,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="63f59c86"
+                    id="b63d7207"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -63846,7 +63846,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5b3f8a5e"
+                    id="87fbef6c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -63876,7 +63876,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a9d30a51"
+                    id="ed8d4629"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -63906,7 +63906,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0aaae2c0"
+                    id="41de76c2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -63936,7 +63936,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2e02148e"
+                    id="c7442f42"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -63966,7 +63966,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3a4c466d"
+                    id="0870c0b9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -63996,7 +63996,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d2ca7db6"
+                    id="7d4971c9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -64026,7 +64026,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="cab85d49"
+                    id="11c77519"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -64056,7 +64056,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="273a220b"
+                    id="4d7c7405"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -64086,7 +64086,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f7f44d1a"
+                    id="4266c1b1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -64116,7 +64116,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9ea54ba7"
+                    id="cc5c61bc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -64146,7 +64146,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="18c26c56"
+                    id="69d7e542"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -64176,7 +64176,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="820fa305"
+                    id="3d78b539"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -64206,7 +64206,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b64ab12c"
+                    id="9efdf82f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -64236,7 +64236,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c4e281a4"
+                    id="792fa1e1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -64266,7 +64266,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="50f6da6d"
+                    id="0dad4b70"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -64296,7 +64296,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9c9d4fa2"
+                    id="34bbbf07"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -64326,7 +64326,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="176f583e"
+                    id="7b1e3e7f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -64360,7 +64360,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="e260abba"
+                    id="9f133f05"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -64388,7 +64388,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="634ba2e5"
+                    id="149bd501"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -64418,7 +64418,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6acdb5ad"
+                    id="2cc77b38"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -64448,7 +64448,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="14df4fce"
+                    id="77c5c102"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -64478,7 +64478,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d24413b1"
+                    id="9f786fc8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -64508,7 +64508,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="aaf43605"
+                    id="8bcbb1c3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -64538,7 +64538,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8c9b3740"
+                    id="5fcf4333"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -64568,7 +64568,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0dba3832"
+                    id="222a6843"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -64598,7 +64598,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b7e2fb5f"
+                    id="7624ee1c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -64628,7 +64628,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5979dd97"
+                    id="e83d0d1c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -64658,7 +64658,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="65563169"
+                    id="b3e3649a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -64688,7 +64688,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8cb4a2c7"
+                    id="3a69cf0b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -64718,7 +64718,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a26c5fba"
+                    id="4a28a0a7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -64748,7 +64748,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="36e89878"
+                    id="a343874f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -64778,7 +64778,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="df3aaeaf"
+                    id="daf79a6c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -64808,7 +64808,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7388d53d"
+                    id="bff22749"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -64838,7 +64838,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c505d8b8"
+                    id="5c2bba2a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -64868,7 +64868,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="fd361f62"
+                    id="f656c340"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -64898,7 +64898,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f3e75845"
+                    id="1496fd96"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -64928,7 +64928,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="cd563a2b"
+                    id="aabe7dbd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -64958,7 +64958,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="98b6f1e4"
+                    id="6cd2e85c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -64988,7 +64988,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c89f6234"
+                    id="39cc4f28"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -65018,7 +65018,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="091a5beb"
+                    id="2615e268"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -65048,7 +65048,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e1445b6e"
+                    id="6e056c58"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -65078,7 +65078,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c755c5d9"
+                    id="29e6de5d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -65108,7 +65108,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="974f8e76"
+                    id="c58943d6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -65138,7 +65138,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="05a32c21"
+                    id="6e866a4f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -65168,7 +65168,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e432c029"
+                    id="4805b1c9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -65198,7 +65198,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="086398e1"
+                    id="3ccb66e9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -65228,7 +65228,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="126a31c1"
+                    id="c83dcf0f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -65258,7 +65258,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1a60b088"
+                    id="889256e5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -65288,7 +65288,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="adce2230"
+                    id="23086815"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -65318,7 +65318,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0c991dd4"
+                    id="e23f71b7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -65348,7 +65348,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f57f2766"
+                    id="b0fd7c6e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -65378,7 +65378,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a40a8a71"
+                    id="2f0905ce"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -65408,7 +65408,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d502b01b"
+                    id="2bd8904b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -65438,7 +65438,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="cc176a7a"
+                    id="bc3f3303"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -65468,7 +65468,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="cf25a1c6"
+                    id="b50d4059"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -65498,7 +65498,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ea34329f"
+                    id="ff4de91f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -65528,7 +65528,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e5122498"
+                    id="5cc97ecb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -65558,7 +65558,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a12ee52d"
+                    id="73ec9098"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -65588,7 +65588,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4a22902f"
+                    id="32360127"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -65618,7 +65618,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="381da9c3"
+                    id="77cf0b7a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -65648,7 +65648,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="abd82ee3"
+                    id="2d409f53"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -65678,7 +65678,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d3f72945"
+                    id="e2422680"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -65708,7 +65708,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="96bf56a5"
+                    id="e3b1809a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -65738,7 +65738,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e5c3c708"
+                    id="3f97e132"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -65768,7 +65768,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f4bfa3ed"
+                    id="cdd42f02"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -65798,7 +65798,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5194f7f3"
+                    id="868f1ca1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -65828,7 +65828,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="20109321"
+                    id="34481c60"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -65858,7 +65858,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e3ba1e60"
+                    id="6da194a7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -65888,7 +65888,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1ba50e18"
+                    id="5ac96a6d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -65918,7 +65918,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9feaa030"
+                    id="b036a182"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -65948,7 +65948,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="17531d1d"
+                    id="91678665"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -65978,7 +65978,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="705e1fda"
+                    id="6190fd5c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -66008,7 +66008,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5ff91da9"
+                    id="89d31858"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -66038,7 +66038,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="31842663"
+                    id="f931c018"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -66068,7 +66068,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="70f8e8f7"
+                    id="a4f72733"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -66098,7 +66098,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a1e1ad25"
+                    id="d1c5c2a3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -66128,7 +66128,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="09015ede"
+                    id="9796637c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -66158,7 +66158,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="16e799f3"
+                    id="3310fca3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -66188,7 +66188,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="597b6888"
+                    id="a4d5d3b8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -66218,7 +66218,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="70f439e0"
+                    id="264eef1f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -66248,7 +66248,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="091fe751"
+                    id="b86023f9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -66278,7 +66278,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7048d632"
+                    id="c4b016b7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -66308,7 +66308,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c5973a08"
+                    id="d51be225"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -66338,7 +66338,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5c85739b"
+                    id="51b681e7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -66368,7 +66368,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1b9dae5c"
+                    id="3e8006ad"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -66398,7 +66398,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="379ece8e"
+                    id="fbd9e890"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -66428,7 +66428,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="cc81df5d"
+                    id="f5039ab5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -66458,7 +66458,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2bee122b"
+                    id="aafe5256"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -66488,7 +66488,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="cd9ab18f"
+                    id="1b1f1930"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -66518,7 +66518,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="694d106a"
+                    id="a5efaecd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -66548,7 +66548,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ce8eb314"
+                    id="5183ffc9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -66578,7 +66578,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b21e02db"
+                    id="6e514034"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -66608,7 +66608,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="796183b8"
+                    id="78a36885"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -66638,7 +66638,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="fc0b7394"
+                    id="dadd5188"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -66668,7 +66668,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ea129709"
+                    id="5f289090"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -66698,7 +66698,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="23c9c74c"
+                    id="ae8e501a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -66728,7 +66728,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a55215b5"
+                    id="7ac424f1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -66758,7 +66758,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="356b6d6e"
+                    id="136abb7f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -66788,7 +66788,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="80479255"
+                    id="9e96353c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -66818,7 +66818,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9ade76a8"
+                    id="2abc52e3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -66848,7 +66848,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f9dccde8"
+                    id="f07cfc0f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -66878,7 +66878,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="480237a8"
+                    id="8ab08a75"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -66908,7 +66908,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="cfadd6a3"
+                    id="e17debba"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -66938,7 +66938,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3b8485f1"
+                    id="6c31fd70"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -66968,7 +66968,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="cc1fdfdd"
+                    id="d92c8246"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -66998,7 +66998,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7ed906f0"
+                    id="0bbe18a7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -67028,7 +67028,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5d22ad6f"
+                    id="b250f618"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -67058,7 +67058,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3fa6a41f"
+                    id="a0c3f21b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -67088,7 +67088,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c283217d"
+                    id="e288a94c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -67118,7 +67118,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="09f58413"
+                    id="33716d65"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -67148,7 +67148,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="951d907f"
+                    id="ff71b191"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -67178,7 +67178,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8fc10a79"
+                    id="f1445529"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -67208,7 +67208,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="af359585"
+                    id="9a1a00ed"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -67238,7 +67238,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5585d5d8"
+                    id="b1714313"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -67268,7 +67268,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b839c009"
+                    id="9a926029"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -67298,7 +67298,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="80a75089"
+                    id="81f2504c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -67328,7 +67328,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e32275ef"
+                    id="ce3f8346"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -67358,7 +67358,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5ce18c85"
+                    id="9ec76050"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -67388,7 +67388,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="15f87e31"
+                    id="874f5246"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -67418,7 +67418,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="55654079"
+                    id="bba7e4bd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -67448,7 +67448,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7e268f62"
+                    id="47bfa59b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -67478,7 +67478,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6d9958d7"
+                    id="d03fa22d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -67508,7 +67508,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2549f5b3"
+                    id="59e85b64"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -67538,7 +67538,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="35cbd60f"
+                    id="b208f513"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -67568,7 +67568,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f3d390fb"
+                    id="335eda10"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -67598,7 +67598,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="81d56984"
+                    id="8344d7c2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -67628,7 +67628,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a6f3b0a0"
+                    id="d96dafba"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -67658,7 +67658,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e8833e5d"
+                    id="91d0b540"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -67688,7 +67688,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0c15deff"
+                    id="4742a5aa"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -67718,7 +67718,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0ed273e0"
+                    id="9380f39f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -67748,7 +67748,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1e08ddab"
+                    id="d6eac61b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -67778,7 +67778,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c6b5b836"
+                    id="61bd0b0f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -67808,7 +67808,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c5e5eba9"
+                    id="154c06d2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -67838,7 +67838,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="27f70c72"
+                    id="06fe7f0c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -67868,7 +67868,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="31fc142e"
+                    id="3a09952a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -67898,7 +67898,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="819dfc26"
+                    id="0ba4b8d3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -67928,7 +67928,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="481be49a"
+                    id="fd16f019"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -67958,7 +67958,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a55ce6a8"
+                    id="a0e257f3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -67988,7 +67988,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6fd03b85"
+                    id="46976556"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -68018,7 +68018,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="15c4499d"
+                    id="cfcf1934"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -68048,7 +68048,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3ddb7cee"
+                    id="9082262d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -68078,7 +68078,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1b81082a"
+                    id="80374e18"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -68108,7 +68108,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="60239bb3"
+                    id="872313bd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -68138,7 +68138,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b8b88e5e"
+                    id="7f12d2b7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -68168,7 +68168,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="080f63ff"
+                    id="7e6b81c9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -68198,7 +68198,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f2089ea9"
+                    id="2ee59605"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -68228,7 +68228,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="cd3d157c"
+                    id="a116bd69"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -68258,7 +68258,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="debf493c"
+                    id="f8abb0c6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -68288,7 +68288,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="06214c33"
+                    id="9022d042"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -68318,7 +68318,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="cf5b9906"
+                    id="c2734e00"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -68348,7 +68348,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4b793b4d"
+                    id="94e05ffa"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -68378,7 +68378,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b1259444"
+                    id="9d26df28"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -68408,7 +68408,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="26558237"
+                    id="76add7b8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -68438,7 +68438,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6f589272"
+                    id="5bcd3458"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -68468,7 +68468,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="638579a3"
+                    id="af77fe65"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -68498,7 +68498,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8709fd39"
+                    id="9be8e3a9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -68528,7 +68528,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ce1dbd86"
+                    id="0f90430c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -68558,7 +68558,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9fe6415e"
+                    id="1b526826"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -68588,7 +68588,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="18bae750"
+                    id="12a1269f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -68618,7 +68618,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ab06c21c"
+                    id="0fee0c2c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -68648,7 +68648,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="52130df7"
+                    id="96d95d5e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -68678,7 +68678,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c3c2a153"
+                    id="01256648"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -68708,7 +68708,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7ca1235e"
+                    id="378145ed"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -68742,7 +68742,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="002e30d4"
+                    id="35ffb05c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -68770,7 +68770,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9b865012"
+                    id="12958fde"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -68800,7 +68800,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1b3453ee"
+                    id="b2f88c04"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -68830,7 +68830,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0bd345bf"
+                    id="6567cf99"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -68860,7 +68860,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="eec830e3"
+                    id="62504b8f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -68890,7 +68890,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="30995929"
+                    id="1497183c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -68920,7 +68920,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="cf7fcd1b"
+                    id="914f0eef"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -68950,7 +68950,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5252eaba"
+                    id="a5893edd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -68980,7 +68980,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6ff3b188"
+                    id="1dbe3c95"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -69010,7 +69010,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0ba02c0a"
+                    id="6ecd9a08"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -69040,7 +69040,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3f23b756"
+                    id="eaec79f9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -69070,7 +69070,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="fe11ca32"
+                    id="59baa222"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -69100,7 +69100,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c0003f39"
+                    id="b70d83ad"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -69130,7 +69130,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8dfff8b6"
+                    id="3b75a885"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -69160,7 +69160,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="fc207f55"
+                    id="0e82cd59"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -69190,7 +69190,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c70d0e05"
+                    id="0aa96d02"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -69220,7 +69220,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="81ac06f1"
+                    id="569cf55d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -69250,7 +69250,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8aa94551"
+                    id="a58c2525"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -69280,7 +69280,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c0d7b4c9"
+                    id="97f82b5f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -69310,7 +69310,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7181171d"
+                    id="a601a4f8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -69340,7 +69340,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="81ca00b7"
+                    id="7617a561"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -69370,7 +69370,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b4ae8685"
+                    id="8f6151c7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -69400,7 +69400,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="69184aaa"
+                    id="701abf07"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -69430,7 +69430,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="27d97057"
+                    id="d28142b6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -69460,7 +69460,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4765ecb4"
+                    id="e6c3e329"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -69490,7 +69490,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f2ef0918"
+                    id="7a6add00"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -69520,7 +69520,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="94c91829"
+                    id="01a4c8f9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -69550,7 +69550,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d333f3ca"
+                    id="6f8626bb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -69580,7 +69580,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f2d89aba"
+                    id="1bcbd3b7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -69610,7 +69610,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5ed215cc"
+                    id="17c602f9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -69640,7 +69640,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="db9cac09"
+                    id="087c8b94"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -69670,7 +69670,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a46c4ed6"
+                    id="b9dcf051"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -69700,7 +69700,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ae4e3296"
+                    id="054e69b5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -69730,7 +69730,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="78e8bd5f"
+                    id="8a5fe5ac"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -69760,7 +69760,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d850e815"
+                    id="547b921f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -69790,7 +69790,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3b3ce2c3"
+                    id="6c878012"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -69820,7 +69820,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d8d316ca"
+                    id="c93188eb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -69850,7 +69850,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6701399f"
+                    id="04d9ffcd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -69880,7 +69880,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="292a1a84"
+                    id="6d0d606f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -69910,7 +69910,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="bd40423b"
+                    id="e7e84adc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -69940,7 +69940,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8fe2fae1"
+                    id="61608c41"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -69970,7 +69970,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ac0014eb"
+                    id="79e3246a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -70000,7 +70000,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ea4a0905"
+                    id="b39e8e97"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -70030,7 +70030,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2f769f1a"
+                    id="da2abe98"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -70060,7 +70060,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0124b1b7"
+                    id="07f35708"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -70090,7 +70090,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="184f7497"
+                    id="306b4b9d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -70120,7 +70120,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1239efc9"
+                    id="dab10f8d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -70150,7 +70150,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4652ca20"
+                    id="cf6bc51a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -70180,7 +70180,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="976cfbc6"
+                    id="c944f3e1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -70210,7 +70210,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f009c856"
+                    id="5ffd3fd7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -70240,7 +70240,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d0cdb97e"
+                    id="f62c0226"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -70270,7 +70270,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="17d8e322"
+                    id="9f6b28f8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -70300,7 +70300,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="01979433"
+                    id="47445d1b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -70330,7 +70330,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4fea31ae"
+                    id="f5585760"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -70360,7 +70360,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d5fd015d"
+                    id="13e6cfd6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -70390,7 +70390,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8436f0aa"
+                    id="9064a68a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -70420,7 +70420,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b050cb6f"
+                    id="3700fb74"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -70450,7 +70450,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="28275b3d"
+                    id="6ece0130"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -70480,7 +70480,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f21f4957"
+                    id="bb2bff1c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -70510,7 +70510,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f4705ef1"
+                    id="33ef8fb1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -70540,7 +70540,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="74411168"
+                    id="1014111f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -70570,7 +70570,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1de5f4ba"
+                    id="729313cb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -70600,7 +70600,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d8f9d010"
+                    id="3d6b5e1e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -70630,7 +70630,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e5bd6017"
+                    id="be14633c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -70660,7 +70660,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="18e34cb6"
+                    id="d74176b8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -70690,7 +70690,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="06327d4f"
+                    id="5f0df815"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -70720,7 +70720,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3aa33b10"
+                    id="727e8e68"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -70750,7 +70750,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="40561bb6"
+                    id="56cb302d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -70780,7 +70780,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8e1cc1f9"
+                    id="a1b474c9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -70810,7 +70810,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d45d1ec8"
+                    id="4c75cc36"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -70840,7 +70840,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0739b4a9"
+                    id="6ab5e0ec"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -70870,7 +70870,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1b1aee36"
+                    id="55ba2d26"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -70900,7 +70900,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="064033cd"
+                    id="195bca6b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -70930,7 +70930,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="cc80e56f"
+                    id="93695b2c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -70960,7 +70960,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="546182d0"
+                    id="0fd1243a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -70990,7 +70990,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="81bead2f"
+                    id="59107b0e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -71020,7 +71020,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2fa03bde"
+                    id="d33fb969"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -71050,7 +71050,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ffb33485"
+                    id="7deabc9e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -71080,7 +71080,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c013b961"
+                    id="68d71046"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -71110,7 +71110,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0b5a10df"
+                    id="eefa4cb5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -71140,7 +71140,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7068a099"
+                    id="721a65b4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -71170,7 +71170,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0e25060f"
+                    id="25c63f57"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -71200,7 +71200,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="461040bb"
+                    id="e379003a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -71230,7 +71230,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="cbaab00e"
+                    id="7643d179"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -71260,7 +71260,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="178673a1"
+                    id="eb40a457"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -71290,7 +71290,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e6de5a06"
+                    id="fae044cc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -71320,7 +71320,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4f6968bf"
+                    id="c76a3c6c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -71350,7 +71350,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e01fecbf"
+                    id="ee7ffa0e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -71380,7 +71380,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="48cd14db"
+                    id="a1b2b2c4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -71410,7 +71410,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b13637d1"
+                    id="70cdb2a4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -71440,7 +71440,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ebb7a050"
+                    id="3fefd507"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -71470,7 +71470,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="bd8e0c9f"
+                    id="90b02293"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -71500,7 +71500,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="abbaa1e5"
+                    id="9563ee96"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -71530,7 +71530,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ebc9fda0"
+                    id="cc3f5c26"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -71560,7 +71560,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4f4ac4c2"
+                    id="b3d331e3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -71590,7 +71590,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="366ed481"
+                    id="ff3c71fb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -71620,7 +71620,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a0a430a5"
+                    id="5e3b2b38"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -71650,7 +71650,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6ac8561d"
+                    id="75f7918a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -71680,7 +71680,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a14e1bec"
+                    id="c5f3a5d6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -71710,7 +71710,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="988c9161"
+                    id="1eb2ecd1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -71740,7 +71740,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2a8b5e8f"
+                    id="4d14f0b7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -71770,7 +71770,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="60ad33d2"
+                    id="774e074c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -71800,7 +71800,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="42ad7f50"
+                    id="bc34a5bd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -71830,7 +71830,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0a03c25b"
+                    id="79dd22ce"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -71860,7 +71860,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9da34a65"
+                    id="b36406c6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -71890,7 +71890,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b068576d"
+                    id="2c825196"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -71920,7 +71920,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="eb6010f2"
+                    id="1043492e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -71950,7 +71950,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4131991e"
+                    id="bfb99952"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -71980,7 +71980,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4e383a76"
+                    id="ebad2e2b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -72010,7 +72010,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="aa17ebbf"
+                    id="fb505fb2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -72040,7 +72040,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="12a0c315"
+                    id="f34d6756"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -72070,7 +72070,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8ee7e741"
+                    id="48da32dd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -72100,7 +72100,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="93137ace"
+                    id="cc85f84b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -72130,7 +72130,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ca73d67e"
+                    id="3c75ab3d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -72160,7 +72160,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="442a4e67"
+                    id="7571ce53"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -72190,7 +72190,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e3136cb7"
+                    id="37d255fe"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -72220,7 +72220,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9af72446"
+                    id="6662fb0b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -72250,7 +72250,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0136451a"
+                    id="6ee98dd8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -72280,7 +72280,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ad4b7dfa"
+                    id="036f6d47"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -72310,7 +72310,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4a1e9ebb"
+                    id="949c28ca"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -72340,7 +72340,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a2c3e30c"
+                    id="0f900a97"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -72370,7 +72370,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f40c1249"
+                    id="e80776d9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -72400,7 +72400,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a7e6ab39"
+                    id="1cb00d58"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -72430,7 +72430,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0df13c87"
+                    id="62a37381"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -72460,7 +72460,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1165199a"
+                    id="d522e5cf"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -72490,7 +72490,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="629ec9de"
+                    id="f7402f15"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -72520,7 +72520,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c50d2f6b"
+                    id="8c49c51b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -72550,7 +72550,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b41af8b3"
+                    id="79c27d85"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -72580,7 +72580,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9212abf7"
+                    id="20107d3a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -72610,7 +72610,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="74ec3128"
+                    id="7da6bb90"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -72640,7 +72640,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8abd1256"
+                    id="f21492c1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -72670,7 +72670,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6acaa391"
+                    id="364405fc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -72700,7 +72700,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a85c3223"
+                    id="57364294"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -72730,7 +72730,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7622aad8"
+                    id="9bdb1ba7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -72760,7 +72760,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="bef56bab"
+                    id="12f19683"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -72790,7 +72790,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="cd8b5757"
+                    id="b41c667b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -72820,7 +72820,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="aa5fa828"
+                    id="a0199566"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -72850,7 +72850,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6bc827e7"
+                    id="c2e72067"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -72880,7 +72880,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="49cb27e1"
+                    id="84be8ba7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -72910,7 +72910,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2ce9a8b3"
+                    id="0e19a27a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -72940,7 +72940,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e5f61fbd"
+                    id="3f81f220"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -72970,7 +72970,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ee9d917f"
+                    id="9bd6978d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -73000,7 +73000,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7066b983"
+                    id="7a8ca21f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -73030,7 +73030,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f5d96803"
+                    id="c1483202"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -73060,7 +73060,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4bdde866"
+                    id="aedc263b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -73090,7 +73090,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b83fff2d"
+                    id="08e2b97d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -73124,7 +73124,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="ef2fe025"
+                    id="3bd0e001"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -73152,7 +73152,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="cd8752d9"
+                    id="968e8fe0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -73182,7 +73182,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="acc93c97"
+                    id="68a9a96f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -73212,7 +73212,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d32e0c83"
+                    id="5ae3dd19"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -73242,7 +73242,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6d57734c"
+                    id="db4a8404"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -73272,7 +73272,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3e811bb2"
+                    id="b84bb6f7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -73302,7 +73302,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="096698f8"
+                    id="df8967a4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -73332,7 +73332,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="728d0770"
+                    id="71e23fc1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -73362,7 +73362,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2a70605b"
+                    id="e5f769d4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -73392,7 +73392,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="701d7202"
+                    id="af4de829"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -73422,7 +73422,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ad129800"
+                    id="8d4d3a29"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -73452,7 +73452,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8773953c"
+                    id="b448b081"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -73482,7 +73482,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="07064d37"
+                    id="aa297091"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -73512,7 +73512,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c437e506"
+                    id="571eae53"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -73542,7 +73542,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1e6d1390"
+                    id="c7cefd8e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -73572,7 +73572,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7add642c"
+                    id="b343c600"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -73602,7 +73602,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0da2db58"
+                    id="9225f0ed"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -73632,7 +73632,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d9316dc1"
+                    id="0ef97d62"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -73662,7 +73662,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d2c05e66"
+                    id="0c15ff45"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -73692,7 +73692,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e3043182"
+                    id="74794c42"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -73722,7 +73722,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a3201214"
+                    id="5c1c6122"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -73752,7 +73752,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d6648393"
+                    id="aa204770"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -73782,7 +73782,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="be2e7003"
+                    id="600c11b8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -73812,7 +73812,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ab1dd320"
+                    id="813d63de"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -73842,7 +73842,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="fb532419"
+                    id="22ee5568"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -73872,7 +73872,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="146897f3"
+                    id="fb0bb1c6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -73902,7 +73902,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5fdd9b88"
+                    id="1ff38e20"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -73932,7 +73932,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ea0c5f15"
+                    id="9b4b74ec"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -73962,7 +73962,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1625fcd5"
+                    id="2726a06a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -73992,7 +73992,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0215811d"
+                    id="d39007ac"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -74022,7 +74022,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="727ad69b"
+                    id="be9e4fdc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -74052,7 +74052,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="56e1e6a8"
+                    id="5f8b67c4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -74082,7 +74082,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7a634917"
+                    id="7c67418f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -74112,7 +74112,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c710de83"
+                    id="71dfc00b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -74142,7 +74142,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="32196fd5"
+                    id="244b466b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -74172,7 +74172,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="745315e6"
+                    id="4b971473"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -74202,7 +74202,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="56423c3c"
+                    id="dbf29352"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -74232,7 +74232,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d00dedd4"
+                    id="b06db3eb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -74262,7 +74262,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="63b2f5fd"
+                    id="77651f22"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -74292,7 +74292,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d07c8e31"
+                    id="daeddef0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -74322,7 +74322,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="972dba7d"
+                    id="fb52679f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -74352,7 +74352,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="20ea1c99"
+                    id="3f4c83d9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -74382,7 +74382,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d8166bde"
+                    id="281beeef"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -74412,7 +74412,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ab5c7ef8"
+                    id="b29f3e4d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -74442,7 +74442,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3ef8b51b"
+                    id="299b4f54"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -74472,7 +74472,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0ac7b612"
+                    id="b4f5991e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -74502,7 +74502,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c9ebd25a"
+                    id="8789de9f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -74532,7 +74532,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="786b9530"
+                    id="98ab33e5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -74562,7 +74562,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f57a5056"
+                    id="f1cfa527"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -74592,7 +74592,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="401c3825"
+                    id="8942720b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -74622,7 +74622,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e0f899af"
+                    id="e215e9ca"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -74652,7 +74652,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c7167923"
+                    id="13f0d25d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -74682,7 +74682,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c4a5ecc2"
+                    id="02d9ceb1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -74712,7 +74712,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f95a9f70"
+                    id="7a7bf15c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -74742,7 +74742,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="11a2409b"
+                    id="14c21fd4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -74772,7 +74772,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3c0fbf7e"
+                    id="3da6b13c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -74802,7 +74802,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a094ef90"
+                    id="d4455a52"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -74832,7 +74832,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="bf355a10"
+                    id="60e1d911"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -74862,7 +74862,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8d8b4019"
+                    id="a488932c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -74892,7 +74892,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9eb4491b"
+                    id="a3dc869c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -74922,7 +74922,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5b8e8bad"
+                    id="ceacf866"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -74952,7 +74952,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c135f6f6"
+                    id="1b207208"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -74982,7 +74982,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="403a3399"
+                    id="393dd72d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -75012,7 +75012,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="dc31b765"
+                    id="0f596842"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -75042,7 +75042,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c472b26b"
+                    id="72e56e35"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -75072,7 +75072,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0eeeed80"
+                    id="7246b6dd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -75102,7 +75102,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="01b4d5bc"
+                    id="431d2adc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -75132,7 +75132,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e7bf9f34"
+                    id="9ac9f0c8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -75162,7 +75162,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e4c02267"
+                    id="276a3fc5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -75192,7 +75192,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8d806da6"
+                    id="4ace6c32"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -75222,7 +75222,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0645d375"
+                    id="9d1e4b05"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -75252,7 +75252,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="bba89aa7"
+                    id="607eeb28"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -75282,7 +75282,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="aaf19551"
+                    id="e3603b77"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -75312,7 +75312,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7cd36832"
+                    id="f1d13124"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -75342,7 +75342,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="40dfc60a"
+                    id="dee86bbe"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -75372,7 +75372,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="16c26679"
+                    id="c4038b3a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -75402,7 +75402,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="95cf1f39"
+                    id="0c1ee9b7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -75432,7 +75432,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7637f2d6"
+                    id="08549385"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -75462,7 +75462,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="61d78c5f"
+                    id="1273fa27"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -75492,7 +75492,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6eeaff98"
+                    id="8119ac0f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -75522,7 +75522,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d4c7cefc"
+                    id="619d9d99"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -75552,7 +75552,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="96a4833b"
+                    id="8bc0adf3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -75582,7 +75582,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ac091563"
+                    id="30333643"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -75612,7 +75612,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d152b555"
+                    id="dc304ac2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -75642,7 +75642,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a70d6ccf"
+                    id="7b4edaae"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -75672,7 +75672,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b6149857"
+                    id="2596df12"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -75702,7 +75702,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="57387279"
+                    id="a25d3370"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -75732,7 +75732,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="134c3ff4"
+                    id="d9d5868c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -75762,7 +75762,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ad2c4135"
+                    id="bb4fb243"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -75792,7 +75792,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f137a232"
+                    id="75e4d6bd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -75822,7 +75822,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="fc4292aa"
+                    id="9bd30ef3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -75852,7 +75852,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ff915cce"
+                    id="1dfe3aeb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -75882,7 +75882,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="29642a87"
+                    id="a6b2334c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -75912,7 +75912,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5a1e0c4f"
+                    id="badd6760"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -75942,7 +75942,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="16f98f38"
+                    id="6893ecd5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -75972,7 +75972,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6c9d743a"
+                    id="394e36f7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -76002,7 +76002,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1b2ab7f2"
+                    id="29b01599"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -76032,7 +76032,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="245310e8"
+                    id="c0352034"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -76062,7 +76062,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3d1f2f09"
+                    id="181916c2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -76092,7 +76092,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="fb4781d0"
+                    id="6220ffbe"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -76122,7 +76122,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="1b7ef4f1"
+                    id="b7a1f2d0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -76152,7 +76152,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="53644006"
+                    id="0e5cb07f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -76182,7 +76182,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="09ca2d1a"
+                    id="b96aaf8a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -76212,7 +76212,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="efe010a6"
+                    id="87d479ed"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -76242,7 +76242,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9eda9902"
+                    id="d9dbd88f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -76272,7 +76272,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="976e0c6a"
+                    id="8ac9e347"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -76302,7 +76302,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5714f100"
+                    id="91d36b71"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -76332,7 +76332,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2c4721c7"
+                    id="baf226ac"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -76362,7 +76362,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d758885c"
+                    id="b0c8fd49"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -76392,7 +76392,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e93f3a2f"
+                    id="e2042af8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -76422,7 +76422,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8f8d1181"
+                    id="c861b8e3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -76452,7 +76452,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8919f33f"
+                    id="55e928bc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -76482,7 +76482,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="db5be02a"
+                    id="2c7aa0d7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -76512,7 +76512,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5b309bc6"
+                    id="51e75383"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -76542,7 +76542,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="de3f2b59"
+                    id="4cf138c2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -76572,7 +76572,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="19d065b6"
+                    id="0ccc1d79"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -76602,7 +76602,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c5d612cd"
+                    id="54a71990"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -76632,7 +76632,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ab39c38f"
+                    id="33d3589b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -76662,7 +76662,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a6e14de5"
+                    id="775228f8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -76692,7 +76692,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9badd9ab"
+                    id="b9775612"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -76722,7 +76722,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8cbf4305"
+                    id="093b20ec"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -76752,7 +76752,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0c1f2772"
+                    id="82636b88"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -76782,7 +76782,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f5c948c3"
+                    id="c974c485"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -76812,7 +76812,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="914064a7"
+                    id="82f5192d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -76842,7 +76842,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="42d63fb9"
+                    id="852aa2eb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -76872,7 +76872,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9902e9b6"
+                    id="2eec3960"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -76902,7 +76902,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8aee9632"
+                    id="b646689b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -76932,7 +76932,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4191f1e9"
+                    id="8eda6baf"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -76962,7 +76962,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f664e635"
+                    id="7dc0a7ee"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -76992,7 +76992,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0819c835"
+                    id="e96f3daf"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -77022,7 +77022,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="43ee68e7"
+                    id="8194a4db"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -77052,7 +77052,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="12a6fec9"
+                    id="dd640c07"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -77082,7 +77082,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3915721b"
+                    id="1b43ca44"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -77112,7 +77112,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="88fa8901"
+                    id="cb72c8ee"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -77142,7 +77142,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b7b9bd5f"
+                    id="45e873c5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -77172,7 +77172,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6ea8c4c7"
+                    id="97edc401"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -77202,7 +77202,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="61335163"
+                    id="70ca9538"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -77232,7 +77232,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b1a9471f"
+                    id="381ad0d6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -77262,7 +77262,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ffd75bd2"
+                    id="b1da79cd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -77292,7 +77292,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="86d12678"
+                    id="c6207177"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -77322,7 +77322,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8edc1ff0"
+                    id="a088e164"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -77352,7 +77352,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9f950dac"
+                    id="ed149a68"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -77382,7 +77382,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="fe215194"
+                    id="2d7dfb55"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -77412,7 +77412,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e971035c"
+                    id="77319e75"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -77442,7 +77442,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3cae1725"
+                    id="f650f6cd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -77472,7 +77472,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2b7bbada"
+                    id="9c827e90"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -77506,7 +77506,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <th
-                    id="8d13b132"
+                    id="45beab9b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -77534,7 +77534,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="346e2c16"
+                    id="734b408e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -77564,7 +77564,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2dd3a580"
+                    id="b42f373b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -77594,7 +77594,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8f5506ed"
+                    id="ef26c78f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -77624,7 +77624,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="dbc7205a"
+                    id="8d931325"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -77654,7 +77654,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="60f7c01b"
+                    id="eb10a8a9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -77684,7 +77684,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8f890a09"
+                    id="d0168b6b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -77714,7 +77714,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="2876d96a"
+                    id="f3def4d7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -77744,7 +77744,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="695c6317"
+                    id="3c6d3d8c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -77774,7 +77774,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b46a17e3"
+                    id="6e3eeaf0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -77804,7 +77804,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="41c06c3a"
+                    id="2838bc1a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -77834,7 +77834,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="7a246fd9"
+                    id="2d284884"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -77864,7 +77864,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4b277f84"
+                    id="7feef756"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -77894,7 +77894,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="315dba6b"
+                    id="d2a1bcd4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -77924,7 +77924,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="03d36232"
+                    id="ae4a9a39"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -77954,7 +77954,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d20a6a16"
+                    id="6abfe794"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -77984,7 +77984,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b04ff226"
+                    id="efaec0fb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -78014,7 +78014,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c4834565"
+                    id="053fbd0d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -78044,7 +78044,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="fa0d6f99"
+                    id="ef4c9f7f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -78074,7 +78074,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8cd005f0"
+                    id="9ae6a670"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -78104,7 +78104,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="abaf9a6d"
+                    id="1e996d11"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -78134,7 +78134,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="246dd817"
+                    id="14bc76b8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -78164,7 +78164,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5acb2706"
+                    id="0ce2c71b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -78194,7 +78194,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3b59d18d"
+                    id="120d194c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -78224,7 +78224,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="9bab5d79"
+                    id="97f21ce5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -78254,7 +78254,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5684747d"
+                    id="a14a119f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -78284,7 +78284,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8cba2548"
+                    id="3d5534e0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -78314,7 +78314,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a7a5f866"
+                    id="4f756133"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -78344,7 +78344,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="33bc248d"
+                    id="c7f02838"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -78374,7 +78374,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="acc351d2"
+                    id="bd4a6d19"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -78404,7 +78404,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="69c9a009"
+                    id="4b55ffb1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -78434,7 +78434,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="8855eff5"
+                    id="a2f4ddd9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -78464,7 +78464,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="08e9c62b"
+                    id="8054a040"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -78494,7 +78494,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="929c53b0"
+                    id="f014a217"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -78524,7 +78524,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="40a7c5d8"
+                    id="ee7b8584"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -78554,7 +78554,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="29dd2559"
+                    id="7f2b0e52"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -78584,7 +78584,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="dd64b385"
+                    id="5d6a6e0c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -78614,7 +78614,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5211c0a5"
+                    id="8fe4e5dd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -78644,7 +78644,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="21e9c357"
+                    id="0dce351b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -78674,7 +78674,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="6c0f3868"
+                    id="868a1cad"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -78704,7 +78704,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="367c92c1"
+                    id="45ac2397"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -78734,7 +78734,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ddada088"
+                    id="171b5d57"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -78764,7 +78764,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4a344a18"
+                    id="6133f800"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -78794,7 +78794,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="82c28382"
+                    id="9f555368"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -78824,7 +78824,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="44433742"
+                    id="31e64149"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -78854,7 +78854,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="0734d5b0"
+                    id="eb709bf4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -78884,7 +78884,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="95583f1a"
+                    id="8d39f87f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -78914,7 +78914,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="b5b386e8"
+                    id="a86c4a51"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -78944,7 +78944,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="22993c80"
+                    id="1a227f36"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -78974,7 +78974,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="dba6a9df"
+                    id="7f835cdd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -79004,7 +79004,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="11d47e7e"
+                    id="12decbf8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -79034,7 +79034,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="d8612a59"
+                    id="ed5ac4e9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -79064,7 +79064,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="49d5baa3"
+                    id="30b19621"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -79094,7 +79094,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="263daa82"
+                    id="6150a7d9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -79124,7 +79124,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="f733d7c8"
+                    id="dab65126"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -79154,7 +79154,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="fa31583d"
+                    id="12a4bbeb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -79184,7 +79184,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="4c83c9cf"
+                    id="1f14d175"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -79214,7 +79214,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a4158d48"
+                    id="a6de254e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -79244,7 +79244,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="db4b1804"
+                    id="c79a5d67"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -79274,7 +79274,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="67d44eb5"
+                    id="1072a51e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -79304,7 +79304,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="619a2bd3"
+                    id="934f4b17"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -79334,7 +79334,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="616e9ebc"
+                    id="4ecd6cd0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -79364,7 +79364,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3b10f340"
+                    id="63a6e49a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -79394,7 +79394,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="a0bf4be8"
+                    id="88e40db0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -79424,7 +79424,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="fc394e7b"
+                    id="5919eccc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -79454,7 +79454,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5cd8666b"
+                    id="138cb109"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -79484,7 +79484,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="316219c9"
+                    id="e044f749"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -79514,7 +79514,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="724ff73a"
+                    id="a2643ceb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -79544,7 +79544,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c0eadecc"
+                    id="8b67436b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -79574,7 +79574,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="665f0af9"
+                    id="0c23dab7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -79604,7 +79604,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="e01052f5"
+                    id="5c6277fd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -79634,7 +79634,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="47c99c46"
+                    id="20ec53f4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -79664,7 +79664,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="c3d14895"
+                    id="763aa743"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -79694,7 +79694,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="5b6b92e9"
+                    id="0426a0c3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -79724,7 +79724,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="3a0355e9"
+                    id="f426e95c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -79754,7 +79754,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="28bc76cc"
+                    id="8bafadc2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -79784,7 +79784,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="06fb1386"
+                    id="e39182ea"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -79814,7 +79814,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="bfaf9159"
+                    id="bd8188dc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -79844,7 +79844,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="ae924af5"
+                    id="de5306cc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -79874,7 +79874,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 
                 
                     <td
-                    id="77f9b506"
+                    id="2f9debe9"
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+                    <td class="ellided">model18</td>
                     <td
                     
                         class="critical">
@@ -231871,8 +231871,8 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
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                 <tr>
-                    <td class="ellided">Nbr_of_prod_purchas22</td>
-                    <td class="ellided">Nbr_of_prod_purchas23</td>
+                    <td class="ellided">model12</td>
+                    <td class="ellided">model17</td>
                     <td
                     
                         class="critical">
@@ -231881,8 +231881,8 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
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                 <tr>
-                    <td class="ellided">make22</td>
-                    <td class="ellided">Nbr_of_prod_purchas23</td>
+                    <td class="ellided">model12</td>
+                    <td class="ellided">model16</td>
                     <td
                     
                         class="critical">
@@ -231891,8 +231891,8 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
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                 <tr>
-                    <td class="ellided">make22</td>
-                    <td class="ellided">Nbr_of_prod_purchas22</td>
+                    <td class="ellided">model12</td>
+                    <td class="ellided">model15</td>
                     <td
                     
                         class="critical">
@@ -231901,8 +231901,8 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 </tr>
         
                 <tr>
-                    <td class="ellided">make22</td>
-                    <td class="ellided">Nbr_of_prod_purchas21</td>
+                    <td class="ellided">cash_price22</td>
+                    <td class="ellided">cash_price23</td>
                     <td
                     
                         class="critical">
@@ -231911,8 +231911,8 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 </tr>
         
                 <tr>
-                    <td class="ellided">make22</td>
-                    <td class="ellided">Nbr_of_prod_purchas20</td>
+                    <td class="ellided">cash_price22</td>
+                    <td class="ellided">make23</td>
                     <td
                     
                         class="critical">
@@ -231921,8 +231921,8 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
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                 <tr>
+                    <td class="ellided">cash_price22</td>
                     <td class="ellided">make22</td>
-                    <td class="ellided">goods_code13</td>
                     <td
                     
                         class="critical">
@@ -231931,8 +231931,8 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 </tr>
         
                 <tr>
-                    <td class="ellided">model21</td>
-                    <td class="ellided">goods_code19</td>
+                    <td class="ellided">cash_price22</td>
+                    <td class="ellided">make21</td>
                     <td
                     
                         class="critical">
@@ -231941,8 +231941,8 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 </tr>
         
                 <tr>
-                    <td class="ellided">model21</td>
-                    <td class="ellided">goods_code18</td>
+                    <td class="ellided">cash_price22</td>
+                    <td class="ellided">make20</td>
                     <td
                     
                         class="critical">
@@ -231951,8 +231951,8 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 </tr>
         
                 <tr>
-                    <td class="ellided">model21</td>
-                    <td class="ellided">goods_code17</td>
+                    <td class="ellided">cash_price22</td>
+                    <td class="ellided">make19</td>
                     <td
                     
                         class="critical">
@@ -231961,8 +231961,8 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 </tr>
         
                 <tr>
-                    <td class="ellided">cash_price15</td>
-                    <td class="ellided">Nbr_of_prod_purchas17</td>
+                    <td class="ellided">cash_price21</td>
+                    <td class="ellided">Nbr_of_prod_purchas22</td>
                     <td
                     
                         class="critical">
@@ -231971,8 +231971,8 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 </tr>
         
                 <tr>
-                    <td class="ellided">model21</td>
-                    <td class="ellided">goods_code16</td>
+                    <td class="ellided">cash_price21</td>
+                    <td class="ellided">Nbr_of_prod_purchas21</td>
                     <td
                     
                         class="critical">
@@ -231981,8 +231981,8 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 </tr>
         
                 <tr>
-                    <td class="ellided">model21</td>
-                    <td class="ellided">goods_code15</td>
+                    <td class="ellided">cash_price21</td>
+                    <td class="ellided">Nbr_of_prod_purchas20</td>
                     <td
                     
                         class="critical">
@@ -231991,8 +231991,8 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
                 </tr>
         
                 <tr>
-                    <td class="ellided">model21</td>
-                    <td class="ellided">goods_code14</td>
+                    <td class="ellided">model12</td>
+                    <td class="ellided">goods_code22</td>
                     <td
                     
                         class="critical">
@@ -232022,7 +232022,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
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         </template>
 
-        <skrub-table-report class="report" id="report_3e8971d1">
+        <skrub-table-report class="report" id="report_b9bb33c6">
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@@ -233053,7 +233053,7 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
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     </div>
 
-    <div id="report_3e8971d1-wrapper-fallback">
+    <div id="report_b9bb33c6-wrapper-fallback">
         <h2>Please enable javascript</h2>
         <p>
             The skrub table reports need javascript to display correctly. If you are
@@ -233064,8 +233064,8 @@ We end up with a products dataframe ready to be joined on the baskets dataframe,
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     <script>
-     document.getElementById("report_3e8971d1-wrapper").removeAttribute("hidden");
-     document.getElementById("report_3e8971d1-wrapper-fallback").setAttribute("hidden", "");
+     document.getElementById("report_b9bb33c6-wrapper").removeAttribute("hidden");
+     document.getElementById("report_b9bb33c6-wrapper-fallback").setAttribute("hidden", "");
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     <div class="output_subarea output_html rendered_html output_result">
 
-    <div id="report_f532eb04-wrapper" hidden>
-        <template id="report_f532eb04-template">
+    <div id="report_6408f28e-wrapper" hidden>
+        <template id="report_6408f28e-template">
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                     <button type="button" data-target-panel-id="column-associations-panel"
-                        data-role="tab" class="tab" 
-                        data-has-warning  data-test="associations-tab"
-                        title="Show which columns are similar (have a strong association).
-    NOTE: some columns have very strong associations and may be redundant.">
+                        data-role="tab" class="tab"  data-test="associations-tab"
+                        title="Show which columns are similar (have a strong association).">
                         <div class="warning-sign">
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@@ -234393,7 +234391,7 @@ for more details about these encoding choices.
                 
                 
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+                    id="ade855cf"
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+                    id="9aa68125"
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@@ -234495,7 +234493,7 @@ for more details about these encoding choices.
                 
                 
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-                    id="a53c5754"
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@@ -234563,7 +234561,7 @@ for more details about these encoding choices.
                 
                 
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-                    id="808d55af"
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@@ -301300,7 +301297,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="0e6ef190"
+                    id="cfead7d5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -301334,7 +301331,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="bfab21f0"
+                    id="f0bc7a89"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -301368,7 +301365,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="651bc954"
+                    id="fc66fbc4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -301402,7 +301399,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="f2566429"
+                    id="da9d5ef1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -301436,7 +301433,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="cc8197c2"
+                    id="aaa77347"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -301470,7 +301467,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="c800b221"
+                    id="137b83eb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -301504,7 +301501,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="442e4e24"
+                    id="5f12ddae"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -301538,7 +301535,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="7723d9b2"
+                    id="2c5c1329"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -301572,7 +301569,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="8df69ae9"
+                    id="06b776b0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -301606,7 +301603,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="fec8be62"
+                    id="e6dbf443"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -301640,7 +301637,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="e6b6d239"
+                    id="74894845"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -301674,7 +301671,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="370f842d"
+                    id="ad84ca07"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -301708,7 +301705,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="45b81c1d"
+                    id="102ba39c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -301742,7 +301739,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="2a6df6d0"
+                    id="2aa63f8b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -301776,7 +301773,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="4655988d"
+                    id="9b7ba3c5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -301810,7 +301807,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="717889ba"
+                    id="e234e856"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -301844,7 +301841,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="44169557"
+                    id="0e388b68"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -301878,7 +301875,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="fb726a4a"
+                    id="d303af5f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -301912,7 +301909,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="8a8ec9cb"
+                    id="81f3c3fc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -301946,7 +301943,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="f0380a44"
+                    id="b619cba3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -301980,7 +301977,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="d6ca2078"
+                    id="0a81ef20"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -302014,7 +302011,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="08d202f8"
+                    id="9ab7caec"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -302048,7 +302045,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="42d2b048"
+                    id="ae63edee"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -302082,7 +302079,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="0c43f578"
+                    id="b63945f8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -302116,7 +302113,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="eb7bab8a"
+                    id="9132b3fd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -302150,7 +302147,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="f9a8ff66"
+                    id="5a92d67b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -302184,7 +302181,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="5ff54d48"
+                    id="2be1d411"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -302218,7 +302215,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="78bcb8b0"
+                    id="909fa996"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -302252,7 +302249,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="62ef1f2d"
+                    id="3ffe2746"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -302286,7 +302283,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="2ac75c07"
+                    id="5ba71b8a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -302320,7 +302317,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="f73aa731"
+                    id="d08f92dd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -302354,7 +302351,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="5276f992"
+                    id="2480306f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -302388,7 +302385,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="56de4e05"
+                    id="4932c8e5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -302422,7 +302419,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="5ef1a1b2"
+                    id="a66057d9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -302456,7 +302453,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="51c0d2dc"
+                    id="f3ad9125"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -302490,7 +302487,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="4c68b3d0"
+                    id="b7b21c3c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -302524,7 +302521,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="8932abd5"
+                    id="735044e4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -302558,7 +302555,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="8f6ea1bc"
+                    id="c6c4b920"
                     class="table-cell ellided-short clickable"
                 
                     data-role="columns-level-value"
@@ -302606,7 +302603,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="12066b8c"
+                    id="0158b001"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -302634,7 +302631,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="4d2602ad"
+                    id="852171ed"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -302664,7 +302661,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="eee17b19"
+                    id="fc91a8bb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -302694,7 +302691,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="a318d18f"
+                    id="78969eee"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -302724,7 +302721,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="f49a078b"
+                    id="682b9f74"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -302754,7 +302751,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="53d0ae44"
+                    id="e0340dce"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -302784,7 +302781,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="ccc788c2"
+                    id="c360c6dd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -302814,7 +302811,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="477ef38c"
+                    id="e026e166"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -302844,7 +302841,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="b58e4967"
+                    id="af9acdfa"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -302874,7 +302871,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="4a786de3"
+                    id="d718e986"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -302904,7 +302901,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="9fec5367"
+                    id="621c156b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -302934,7 +302931,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="2a2829b5"
+                    id="64582051"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -302964,7 +302961,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="c51144ed"
+                    id="53735315"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -302994,7 +302991,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="8e8b3198"
+                    id="2442ec82"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -303024,7 +303021,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="464cd604"
+                    id="0273e007"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -303054,7 +303051,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="34cc12bd"
+                    id="3b0ebcef"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -303084,7 +303081,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="f2ba4d19"
+                    id="8397ea22"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -303114,7 +303111,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="bb65ee74"
+                    id="64408041"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -303144,7 +303141,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="d6149a69"
+                    id="fd9629c1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -303174,7 +303171,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="9ad39cb8"
+                    id="2dffe3f2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -303204,7 +303201,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="70c6565e"
+                    id="fdcd90b7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -303234,7 +303231,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="a9b17624"
+                    id="5c8c25d5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -303264,7 +303261,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="0dd74146"
+                    id="8a1acdd7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -303294,7 +303291,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="a2c7cae1"
+                    id="918b6092"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -303324,7 +303321,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="56e8aabf"
+                    id="b0a90430"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -303354,7 +303351,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="6bb8ee09"
+                    id="df7b8f79"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -303384,7 +303381,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="bfc403c0"
+                    id="9d5716e3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -303414,7 +303411,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="0b72097d"
+                    id="282d221c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -303444,7 +303441,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="0c3b3a2d"
+                    id="a12e896e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -303474,7 +303471,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="55fcf772"
+                    id="46009c2f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -303504,7 +303501,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="1e7c6087"
+                    id="fd4b3425"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -303534,7 +303531,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="d70cbfc6"
+                    id="906a41f4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -303564,7 +303561,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="6b81b595"
+                    id="45f1e27f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -303594,7 +303591,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="521fdd2b"
+                    id="f3f58852"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -303624,7 +303621,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="7a7b9541"
+                    id="140c989d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -303654,7 +303651,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="4d33c944"
+                    id="65f1e0ca"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -303684,7 +303681,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="19ff5734"
+                    id="1bcadc04"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -303714,7 +303711,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="b8578553"
+                    id="e46ccc5a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -303744,7 +303741,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="951c175f"
+                    id="eadf6dd0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -303774,7 +303771,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="a79af502"
+                    id="9673abbb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -303804,7 +303801,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="f46337a2"
+                    id="fec83652"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -303834,7 +303831,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="5e9851a1"
+                    id="7d0fcbb4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -303864,7 +303861,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="8ceff72b"
+                    id="9f620fa9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -303894,7 +303891,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="d413e7e3"
+                    id="5b053927"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -303924,7 +303921,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="50e90b70"
+                    id="250473f7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -303954,7 +303951,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="68be1453"
+                    id="5d5c7348"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -303984,7 +303981,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="80c3c1f8"
+                    id="515aebb1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -304014,7 +304011,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="3120acba"
+                    id="0c27a131"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -304044,7 +304041,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="7259bf4b"
+                    id="19466fd5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -304074,7 +304071,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="d4b3e4c7"
+                    id="9b80658b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -304104,7 +304101,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="b89c5e2e"
+                    id="8a64aaa4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -304134,7 +304131,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="d5292d7b"
+                    id="aa01e5b4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -304164,7 +304161,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="b52c17fb"
+                    id="1df4ec1e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -304194,7 +304191,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="76c72ed6"
+                    id="1ff751a5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -304224,7 +304221,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="db57083b"
+                    id="61ebfafd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -304254,7 +304251,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="ad057382"
+                    id="1182d43b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -304284,7 +304281,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="8be7a5aa"
+                    id="366522c6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -304314,7 +304311,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="00e18a0f"
+                    id="99528115"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -304344,7 +304341,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="ae438c95"
+                    id="dea7b61e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -304374,7 +304371,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="6bac7ff8"
+                    id="45f34b50"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -304404,7 +304401,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="2689de69"
+                    id="14a31acf"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -304434,7 +304431,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="b37a54df"
+                    id="09bea1f6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -304464,7 +304461,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="8eb1d47f"
+                    id="85998276"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -304498,7 +304495,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="877f5059"
+                    id="a9af40a5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -304526,7 +304523,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="aebff3a4"
+                    id="72796136"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -304556,7 +304553,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="2f93f02f"
+                    id="7941a0d1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -304586,7 +304583,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="f58d782b"
+                    id="c164f58e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -304616,7 +304613,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="bbefd2d0"
+                    id="dbcca0a3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -304646,7 +304643,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="ae1aa57e"
+                    id="3bd961c6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -304676,7 +304673,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="97f777c9"
+                    id="5a5988b0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -304706,7 +304703,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="f6f951de"
+                    id="ade6e008"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -304736,7 +304733,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="5d6082a0"
+                    id="93256181"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -304766,7 +304763,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="95d9a5a0"
+                    id="7d96f822"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -304796,7 +304793,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="2ca09bbc"
+                    id="2ec08cec"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -304826,7 +304823,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="8bb4c497"
+                    id="da5bf38f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -304856,7 +304853,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="87db7ae4"
+                    id="35aa7283"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -304886,7 +304883,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="d7eab569"
+                    id="9a0c4b47"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -304916,7 +304913,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="ddf9c7bd"
+                    id="9fc00536"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -304946,7 +304943,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="798dfadb"
+                    id="989fdfe1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -304976,7 +304973,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="b78d6883"
+                    id="7a70139c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -305006,7 +305003,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="4eb7c9b2"
+                    id="9e507e36"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -305036,7 +305033,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="d98f18bf"
+                    id="d44c133b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -305066,7 +305063,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="1d9afad7"
+                    id="9f52ad0c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -305096,7 +305093,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="0f0ac306"
+                    id="87c09b09"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -305126,7 +305123,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="5bdbcc90"
+                    id="47ef2fa4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -305156,7 +305153,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="abbf0b1c"
+                    id="09f53f78"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -305186,7 +305183,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="bb47c5bb"
+                    id="524835ad"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -305216,7 +305213,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="f12899ce"
+                    id="6da6d986"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -305246,7 +305243,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="d6834b89"
+                    id="6b443f9f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -305276,7 +305273,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="f8ecc099"
+                    id="ca9eb1e5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -305306,7 +305303,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="fa013da9"
+                    id="e73b85d7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -305336,7 +305333,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="f37155a8"
+                    id="97c1143a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -305366,7 +305363,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="25e718c9"
+                    id="745f7419"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -305396,7 +305393,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="fa91e129"
+                    id="02e5cb3a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -305426,7 +305423,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="4530dbcf"
+                    id="dc6d4847"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -305456,7 +305453,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="c3c43bd2"
+                    id="a027d4f4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -305486,7 +305483,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="412420ea"
+                    id="dcd6c472"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -305516,7 +305513,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="4612b258"
+                    id="c7e58702"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -305546,7 +305543,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="9a71c1d4"
+                    id="5be1b159"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -305576,7 +305573,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="1cf9fb8a"
+                    id="f496bc02"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -305606,7 +305603,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="5377dcbe"
+                    id="8966e89b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -305636,7 +305633,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="80ed76ee"
+                    id="7a2c8d2a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -305666,7 +305663,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="f5f613fb"
+                    id="76b176cb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -305696,7 +305693,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="9499852a"
+                    id="2b3aab0f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -305726,7 +305723,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="8d6a2b49"
+                    id="4a37e48e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -305756,7 +305753,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="3d5c0541"
+                    id="b3cffdee"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -305786,7 +305783,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="a662e2a9"
+                    id="abd39ba6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -305816,7 +305813,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="0382acae"
+                    id="7db85705"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -305846,7 +305843,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="c1067208"
+                    id="54ed7130"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -305876,7 +305873,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="d2bc4dae"
+                    id="25b90248"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -305906,7 +305903,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="dac7201b"
+                    id="aef4953b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -305936,7 +305933,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="70d5dcff"
+                    id="8914f026"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -305966,7 +305963,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="c8e61893"
+                    id="38f468fd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -305996,7 +305993,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="6aa1f9af"
+                    id="e5945eeb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -306026,7 +306023,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="70ac7158"
+                    id="f5916ca3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -306056,7 +306053,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="45e09421"
+                    id="9747d8ee"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -306086,7 +306083,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="1abe5a31"
+                    id="1b21252d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -306116,7 +306113,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="11a91aba"
+                    id="97b09f8e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -306146,7 +306143,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="68e4e4d8"
+                    id="d0271909"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -306176,7 +306173,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="8027acda"
+                    id="b8242c73"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -306206,7 +306203,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="ad792aed"
+                    id="45e6023b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -306236,7 +306233,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="99d9954b"
+                    id="15222994"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -306266,7 +306263,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="523727f3"
+                    id="05914ce3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -306296,7 +306293,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="feb17bff"
+                    id="0f9287bc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -306326,7 +306323,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="1764f4b4"
+                    id="44da8937"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -306356,7 +306353,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="21530ad6"
+                    id="8488faa9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -306390,7 +306387,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="a6db22a7"
+                    id="341e4de1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -306418,7 +306415,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="6923cce3"
+                    id="e4db03f1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -306448,7 +306445,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="74bb5c7a"
+                    id="fd725459"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -306478,7 +306475,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="3873c587"
+                    id="ed5b1367"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -306508,7 +306505,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="9252877e"
+                    id="8a259b40"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -306538,7 +306535,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="448c49d3"
+                    id="143756e6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -306568,7 +306565,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="f794b254"
+                    id="e189e5d2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -306598,7 +306595,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="0dce698d"
+                    id="371ded59"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -306628,7 +306625,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="33e4c2a4"
+                    id="a158f1b6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -306658,7 +306655,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="623a4108"
+                    id="35ec8926"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -306688,7 +306685,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="64a175bb"
+                    id="861a953c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -306718,7 +306715,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="a62c1dea"
+                    id="efc1ac3e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -306748,7 +306745,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="9f0f26de"
+                    id="f96a52de"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -306778,7 +306775,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="9d333392"
+                    id="93719337"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -306808,7 +306805,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="6238492b"
+                    id="ebfc13f4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -306838,7 +306835,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="f5ce0f43"
+                    id="b3d711e8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -306868,7 +306865,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="62ba387d"
+                    id="c83c4e7b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -306898,7 +306895,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="637fd7be"
+                    id="a6bacc9b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -306928,7 +306925,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="635fd20b"
+                    id="22530939"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -306958,7 +306955,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="885c5e15"
+                    id="1a6bace1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -306988,7 +306985,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="29156a0c"
+                    id="6ace691e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -307018,7 +307015,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="1c17082a"
+                    id="4109d714"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -307048,7 +307045,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="0f88866f"
+                    id="aaa7d7d6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -307078,7 +307075,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="adb7d15a"
+                    id="86457887"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -307108,7 +307105,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="303f58d8"
+                    id="9814cf72"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -307138,7 +307135,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="6a5c7980"
+                    id="2daa2a92"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -307168,7 +307165,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="6972f660"
+                    id="ea530d3e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -307198,7 +307195,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="0bef88ed"
+                    id="0a374bac"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -307228,7 +307225,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="0719ce62"
+                    id="91714d63"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -307258,7 +307255,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="7b4c1104"
+                    id="2b65c5bd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -307288,7 +307285,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="7302d9cf"
+                    id="10b01879"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -307318,7 +307315,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="4d1d5496"
+                    id="20a68fdb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -307348,7 +307345,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="28936736"
+                    id="20d8a583"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -307378,7 +307375,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="d79e8fb4"
+                    id="a415a4f4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -307408,7 +307405,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="1f88ef7e"
+                    id="cd3e80a2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -307438,7 +307435,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="5a8d0df8"
+                    id="caead05e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -307468,7 +307465,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="d95f4103"
+                    id="40b89938"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -307498,7 +307495,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="a274fcf4"
+                    id="88bdd59f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -307528,7 +307525,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="31661064"
+                    id="cb5b8b3f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -307558,7 +307555,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="78f21de0"
+                    id="b18073b6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -307588,7 +307585,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="45e05bec"
+                    id="7a657dc2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -307618,7 +307615,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="69da1e5c"
+                    id="271ab8ef"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -307648,7 +307645,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="214a31d8"
+                    id="25cd0448"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -307678,7 +307675,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="73378cba"
+                    id="57f79674"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -307708,7 +307705,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="756fc143"
+                    id="496db128"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -307738,7 +307735,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="dcb8d0c8"
+                    id="abc5f14b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -307768,7 +307765,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="92d016f2"
+                    id="bfa37c51"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -307798,7 +307795,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="468b25c3"
+                    id="09569596"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -307828,7 +307825,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="444e2479"
+                    id="4237d374"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -307858,7 +307855,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="05fa53a7"
+                    id="70be6136"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -307888,7 +307885,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="913690ba"
+                    id="ee7907e3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -307918,7 +307915,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="d935045b"
+                    id="a23979da"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -307948,7 +307945,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="8b595b4e"
+                    id="d4cbc6bb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -307978,7 +307975,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="98cf770c"
+                    id="9798ead1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -308008,7 +308005,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="90a4996e"
+                    id="63b87e35"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -308038,7 +308035,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="9a976633"
+                    id="5ae6cf30"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -308068,7 +308065,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="4f9af6e5"
+                    id="ae2a4864"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -308098,7 +308095,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="fdfda938"
+                    id="f18e428d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -308128,7 +308125,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="a9b149f5"
+                    id="e01a99d8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -308158,7 +308155,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="56773c18"
+                    id="4a52aca7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -308188,7 +308185,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="095867ab"
+                    id="c001b43d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -308218,7 +308215,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="5982ec17"
+                    id="640ba58e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -308248,7 +308245,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="31b611fd"
+                    id="40e1f736"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -308282,7 +308279,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="713b4a52"
+                    id="c4d32034"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -308310,7 +308307,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="0e2e794a"
+                    id="5d340185"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -308340,7 +308337,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="36c453ef"
+                    id="4aa3cc03"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -308370,7 +308367,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="f34fc136"
+                    id="0736e7e4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -308400,7 +308397,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="f3e9785f"
+                    id="6346e424"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -308430,7 +308427,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="cff7e954"
+                    id="0f743fdc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -308460,7 +308457,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="bf1ed1d9"
+                    id="49527172"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -308490,7 +308487,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="83b2c339"
+                    id="db2ea84d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -308520,7 +308517,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="8d827b9b"
+                    id="aded2499"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -308550,7 +308547,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="2308f21f"
+                    id="83ffa9bc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -308580,7 +308577,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="7c52ed6f"
+                    id="2cf60dcf"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -308610,7 +308607,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="8cc2c31e"
+                    id="42faf422"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -308640,7 +308637,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="e1cb4ce0"
+                    id="060d33cc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -308670,7 +308667,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="155c7bc2"
+                    id="60823479"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -308700,7 +308697,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="f5ded3ef"
+                    id="92736895"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -308730,7 +308727,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="1e241859"
+                    id="e0a1c63a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -308760,7 +308757,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="fb8a325f"
+                    id="cffd0710"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -308790,7 +308787,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="a4b8c8f0"
+                    id="f5645bd7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -308820,7 +308817,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="b34d6aa4"
+                    id="2560c73c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -308850,7 +308847,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="2e585fb2"
+                    id="8a7190a2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -308880,7 +308877,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="808ce8ca"
+                    id="5d324f1d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -308910,7 +308907,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="d7c53652"
+                    id="26fb7f53"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -308940,7 +308937,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="9c1afee0"
+                    id="62414fbb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -308970,7 +308967,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="0e44d4b6"
+                    id="5b78256c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -309000,7 +308997,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="24b883e5"
+                    id="f0bb1bb0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -309030,7 +309027,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="32dd0798"
+                    id="aa4a4074"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -309060,7 +309057,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="8cb8bbc7"
+                    id="480ac252"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -309090,7 +309087,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="cb5ac176"
+                    id="e290ecbb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -309120,7 +309117,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="1e2c2ec1"
+                    id="6025d2ae"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -309150,7 +309147,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="e74bc8d0"
+                    id="7788b636"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -309180,7 +309177,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="72b7b090"
+                    id="5c4101df"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -309210,7 +309207,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="756cb443"
+                    id="ece7b727"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -309240,7 +309237,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="169c4ae7"
+                    id="b9c67fce"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -309270,7 +309267,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="d98fbc15"
+                    id="54e14151"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -309300,7 +309297,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="034d6ea9"
+                    id="f6a88c5d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -309330,7 +309327,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="2d820950"
+                    id="764b0cff"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -309360,7 +309357,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="9fcac976"
+                    id="035b98c6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -309390,7 +309387,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="0c0cd1a0"
+                    id="5010d976"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -309420,7 +309417,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="3bc6fb8b"
+                    id="b7b40287"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -309450,7 +309447,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="81501322"
+                    id="ec75268a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -309480,7 +309477,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="d0d05566"
+                    id="83c14bd3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -309510,7 +309507,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="2be7244c"
+                    id="e52d918e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -309540,7 +309537,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="d22639f3"
+                    id="9622a153"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -309570,7 +309567,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="a97147e3"
+                    id="26088482"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -309600,7 +309597,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="8b0fb898"
+                    id="fa4021af"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -309630,7 +309627,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="7f124239"
+                    id="444ace4c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -309660,7 +309657,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="98fa305c"
+                    id="a152cf37"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -309690,7 +309687,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="1e5ca0e9"
+                    id="4a710b47"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -309720,7 +309717,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="1e2bc71b"
+                    id="ea02617e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -309750,7 +309747,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="c652165e"
+                    id="78afb5d3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -309780,7 +309777,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="8188f1e1"
+                    id="2ee0d636"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -309810,7 +309807,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="e1142148"
+                    id="d5c92d72"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -309840,7 +309837,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="1a825326"
+                    id="2a5c1cee"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -309870,7 +309867,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="16d3742e"
+                    id="0d4b68bb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -309900,7 +309897,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="138db658"
+                    id="ded3ad86"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -309930,7 +309927,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="1b1e647b"
+                    id="e35ad448"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -309960,7 +309957,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="76f52111"
+                    id="75dbf80b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -309990,7 +309987,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="d622e42e"
+                    id="25a7bb30"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -310020,7 +310017,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="fcb36874"
+                    id="eeb84bd1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -310050,7 +310047,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="4ad0b49b"
+                    id="04a7279d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -310080,7 +310077,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="a643a77b"
+                    id="bf5aba81"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -310110,7 +310107,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="9d6ca5b3"
+                    id="7fb1dbdb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -310140,7 +310137,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="1fb585d5"
+                    id="6324c010"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -310174,7 +310171,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="867a3329"
+                    id="92687f53"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -310202,7 +310199,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="d544cc08"
+                    id="d4b8533d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -310232,7 +310229,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="3403a351"
+                    id="4192da79"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -310262,7 +310259,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="ace025a9"
+                    id="854aa2af"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -310292,7 +310289,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="5fa0ea39"
+                    id="6ff8775b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -310322,7 +310319,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="77c3c9ff"
+                    id="6b73d908"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -310352,7 +310349,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="b1352eed"
+                    id="ba5dbd9b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -310382,7 +310379,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="edea6e1c"
+                    id="d870fa7f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -310412,7 +310409,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="68fcb8a3"
+                    id="e41a2927"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -310442,7 +310439,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="1bea0d22"
+                    id="189c2656"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -310472,7 +310469,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="349129e2"
+                    id="e09e853b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -310502,7 +310499,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="98f9a700"
+                    id="eefb9dfe"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -310532,7 +310529,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="61d5a1fc"
+                    id="3f95951c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -310562,7 +310559,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="89e85842"
+                    id="4db7c120"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -310592,7 +310589,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="4aa5c9cb"
+                    id="e6f1e0ad"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -310622,7 +310619,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="a4da807b"
+                    id="264e5b82"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -310652,7 +310649,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="0b263828"
+                    id="153165f9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -310682,7 +310679,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="b76440f7"
+                    id="8595fc47"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -310712,7 +310709,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="01867236"
+                    id="655d8410"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -310742,7 +310739,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="5221921d"
+                    id="8fd21ded"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -310772,7 +310769,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="55589685"
+                    id="6bfd6574"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -310802,7 +310799,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="070af7c5"
+                    id="f3667deb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -310832,7 +310829,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="b7f6aa83"
+                    id="333074ee"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -310862,7 +310859,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="c031d8ba"
+                    id="457ea644"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -310892,7 +310889,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="cad40d1b"
+                    id="f12d742f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -310922,7 +310919,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="a2f497ef"
+                    id="f94d760e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -310952,7 +310949,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="b3e30a1c"
+                    id="927c324a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -310982,7 +310979,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="ac257369"
+                    id="9776132b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -311012,7 +311009,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="1e96fc02"
+                    id="bbb02434"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -311042,7 +311039,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="21efe13d"
+                    id="5608f730"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -311072,7 +311069,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="fc5f62de"
+                    id="f8d875a9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -311102,7 +311099,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="a17fe829"
+                    id="27ac15fe"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -311132,7 +311129,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="3a20db27"
+                    id="3088d58d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -311162,7 +311159,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="260ebf83"
+                    id="26ade623"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -311192,7 +311189,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="7319c6d6"
+                    id="350bccdd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -311222,7 +311219,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="ba2674bd"
+                    id="54a91b1a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -311252,7 +311249,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="52d8a330"
+                    id="b664da70"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -311282,7 +311279,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="a361635e"
+                    id="0a4a0438"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -311312,7 +311309,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="33e1a917"
+                    id="66759add"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -311342,7 +311339,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="2fd4a88b"
+                    id="4bfe64a1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -311372,7 +311369,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="66f82e97"
+                    id="b0c3dca1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -311402,7 +311399,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="b577334f"
+                    id="c80afddb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -311432,7 +311429,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="af55ae53"
+                    id="a3b49548"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -311462,7 +311459,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="6f3c546b"
+                    id="36fe9344"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -311492,7 +311489,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="54848aa0"
+                    id="b7a9b659"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -311522,7 +311519,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="3e031253"
+                    id="66f5aa1f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -311552,7 +311549,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="b7986eb5"
+                    id="beb421a2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -311582,7 +311579,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="c7e74509"
+                    id="c12ee26d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -311612,7 +311609,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="b812dc87"
+                    id="78ed816d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -311642,7 +311639,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="bd11dd14"
+                    id="19b79796"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -311672,7 +311669,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="f0b99da0"
+                    id="ef5c34d9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -311702,7 +311699,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="4ee83f0d"
+                    id="f359e61e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -311732,7 +311729,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="3d74ecc5"
+                    id="da7b6fa5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -311762,7 +311759,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="04589759"
+                    id="65d60c96"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -311792,7 +311789,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="a82e9adb"
+                    id="d2ebdf2f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -311822,7 +311819,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="448eb8b6"
+                    id="66cac2cc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -311852,7 +311849,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="fad6e59a"
+                    id="eb96cdb2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -311882,7 +311879,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="40298fd0"
+                    id="13ad6a57"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -311912,7 +311909,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="fa7f96ca"
+                    id="fcfe4890"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -311942,7 +311939,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
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@@ -311972,7 +311969,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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@@ -312002,7 +311999,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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@@ -312032,7 +312029,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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@@ -312706,7 +312703,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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@@ -312734,7 +312731,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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@@ -312764,7 +312761,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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@@ -312794,7 +312791,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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@@ -312824,7 +312821,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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@@ -312854,7 +312851,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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@@ -312884,7 +312881,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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@@ -312914,7 +312911,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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@@ -312944,7 +312941,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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@@ -312974,7 +312971,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="152ffaa0"
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@@ -313004,7 +313001,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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@@ -313034,7 +313031,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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@@ -313064,7 +313061,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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@@ -313094,7 +313091,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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@@ -313124,7 +313121,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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@@ -313154,7 +313151,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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@@ -313184,7 +313181,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="103b697f"
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@@ -313214,7 +313211,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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@@ -313244,7 +313241,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="d42a80e1"
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@@ -313274,7 +313271,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="63e656bd"
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@@ -313304,7 +313301,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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@@ -313334,7 +313331,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="da6f1de9"
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@@ -313364,7 +313361,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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@@ -313394,7 +313391,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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-                    id="ae27d0db"
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@@ -313424,7 +313421,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="61e5041d"
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@@ -313454,7 +313451,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="cb3aabac"
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@@ -313484,7 +313481,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="6df57051"
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@@ -313514,7 +313511,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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@@ -313544,7 +313541,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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-                    id="08bb81eb"
+                    id="bac491bc"
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@@ -313574,7 +313571,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="a2280890"
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@@ -313604,7 +313601,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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@@ -313634,7 +313631,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="9888ccdf"
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@@ -313664,7 +313661,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="fae15ff6"
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@@ -313694,7 +313691,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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-                    id="d94df930"
+                    id="f286951d"
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@@ -313724,7 +313721,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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-                    id="0a24ff91"
+                    id="4d197544"
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@@ -313754,7 +313751,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="fde09a6a"
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@@ -313784,7 +313781,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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@@ -313814,7 +313811,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="12bf1e9d"
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@@ -313844,7 +313841,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="dcc2475d"
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@@ -313874,7 +313871,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="c41c6f04"
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@@ -313904,7 +313901,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="c59f010e"
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@@ -313934,7 +313931,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="fb918776"
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@@ -313964,7 +313961,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="65b008c5"
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@@ -313994,7 +313991,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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-                    id="0e9932f5"
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@@ -314024,7 +314021,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="1bcec065"
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@@ -314054,7 +314051,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="ce76bc6f"
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@@ -314084,7 +314081,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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-                    id="681178fa"
+                    id="7e26e557"
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@@ -314114,7 +314111,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="2b3e6336"
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@@ -314144,7 +314141,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="0cb7dfb0"
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@@ -314174,7 +314171,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="9bc92e0d"
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@@ -314204,7 +314201,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="c8c55876"
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@@ -314234,7 +314231,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="476f4b04"
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@@ -314264,7 +314261,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="072b9bd9"
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@@ -314294,7 +314291,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="0f9ce1b9"
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@@ -314324,7 +314321,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="25388f5d"
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@@ -314354,7 +314351,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="d04b9ea0"
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@@ -314384,7 +314381,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="dffef962"
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@@ -314414,7 +314411,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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-                    id="b48bdd3e"
+                    id="97472d6d"
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@@ -314444,7 +314441,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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-                    id="10f18ed8"
+                    id="92b591dc"
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@@ -314474,7 +314471,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="dd2aab5a"
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@@ -314504,7 +314501,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="fc117a04"
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@@ -314534,7 +314531,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="00b71c46"
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@@ -314564,7 +314561,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="be9bb529"
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@@ -314598,7 +314595,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="a5025039"
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@@ -314626,7 +314623,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="5d2bc918"
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@@ -314656,7 +314653,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="0d710212"
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@@ -314686,7 +314683,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="4beaca2d"
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@@ -314716,7 +314713,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="b6d5c71e"
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@@ -314746,7 +314743,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="3f90d2fe"
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@@ -314776,7 +314773,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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-                    id="6b1396c9"
+                    id="2d7383e4"
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@@ -314806,7 +314803,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="de941f7c"
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@@ -314836,7 +314833,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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+                    id="379b6464"
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                     data-role="dataframe-data"
@@ -314866,7 +314863,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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-                    id="bdec670b"
+                    id="ddb7fbc4"
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                     data-role="dataframe-data"
@@ -314896,7 +314893,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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-                    id="f8658cf5"
+                    id="96906732"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -314926,7 +314923,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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-                    id="a3351866"
+                    id="09412783"
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                     data-role="dataframe-data"
@@ -314956,7 +314953,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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-                    id="4144a167"
+                    id="d506de0a"
                     class="table-cell ellided-short clickable"
                 
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@@ -314986,7 +314983,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="acca50a9"
+                    id="cd847e60"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -315016,7 +315013,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="fc8b6841"
+                    id="ca58db97"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -315046,7 +315043,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="1a274545"
+                    id="c21bae13"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -315076,7 +315073,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="32486d87"
+                    id="4b34e455"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -315106,7 +315103,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="b63ce8ac"
+                    id="0f506c25"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -315136,7 +315133,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
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-                    id="0120d7c6"
+                    id="63b9e02e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -315166,7 +315163,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="bdbc5367"
+                    id="4a1f0bb6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -315196,7 +315193,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="c1c37dd0"
+                    id="42df8e52"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -315226,7 +315223,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="e015845b"
+                    id="63f12a5a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -315256,7 +315253,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="2777b773"
+                    id="7d5dc4b8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -315286,7 +315283,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="539fbc4f"
+                    id="4a652561"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -315316,7 +315313,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="1b644bd0"
+                    id="08f340ce"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -315346,7 +315343,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="407e1c90"
+                    id="cb18a53d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -315376,7 +315373,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="9dd904af"
+                    id="4d7e7683"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -315406,7 +315403,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="dcac93d4"
+                    id="ec09d305"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -315436,7 +315433,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="a90d205c"
+                    id="011e426d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -315466,7 +315463,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="7189b204"
+                    id="dec4c445"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -315496,7 +315493,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="bc528199"
+                    id="383a3277"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -315526,7 +315523,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="77e2dc76"
+                    id="d7ccd81d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -315556,7 +315553,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="9b176d32"
+                    id="9b5251ba"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -315586,7 +315583,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="77d6fdaa"
+                    id="6bf74685"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -315616,7 +315613,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="69d1bbed"
+                    id="79208358"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -315646,7 +315643,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="d54c0e73"
+                    id="ae72f407"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -315676,7 +315673,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="70cfb592"
+                    id="31872b53"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -315706,7 +315703,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="66530307"
+                    id="c9f7955a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -315736,7 +315733,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="a89f77c0"
+                    id="127773cd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -315766,7 +315763,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="4f9bbecb"
+                    id="390d727b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -315796,7 +315793,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="9be26fbd"
+                    id="92b2ec06"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -315826,7 +315823,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="c14d794f"
+                    id="e632fb2b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -315856,7 +315853,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="8cbb3929"
+                    id="e92e46b2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -315886,7 +315883,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="6ee1687e"
+                    id="e2da1634"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -315916,7 +315913,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="5cd47369"
+                    id="b94d42cd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -315946,7 +315943,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="0a730600"
+                    id="50b795b6"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -315976,7 +315973,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="33719b1c"
+                    id="b4231a8e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -316006,7 +316003,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="8dd0fc4b"
+                    id="7fc51513"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -316036,7 +316033,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="1f138474"
+                    id="c0db359a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -316066,7 +316063,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="cb7ceed6"
+                    id="21ab0f5c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -316096,7 +316093,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="0383e8b5"
+                    id="efbdd509"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -316126,7 +316123,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="f8536beb"
+                    id="01c37f30"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -316156,7 +316153,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="0c4bfefc"
+                    id="649184ea"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -316186,7 +316183,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="42b75e4a"
+                    id="a0b0fe50"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -316216,7 +316213,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="bb89d0ea"
+                    id="8c8bf24f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -316246,7 +316243,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="f3cfc85c"
+                    id="f09635c1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -316276,7 +316273,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="9a9ace4b"
+                    id="31614f78"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -316306,7 +316303,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="d9519c0f"
+                    id="b79fc935"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -316336,7 +316333,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="67d749f5"
+                    id="41a441f3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -316366,7 +316363,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="7bdef3c4"
+                    id="ff45428a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -316396,7 +316393,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="a15fdadb"
+                    id="f3ed2b92"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -316426,7 +316423,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="863800cd"
+                    id="4989da2c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -316456,7 +316453,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="b5e15fd2"
+                    id="230dd560"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -316490,7 +316487,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="8a1f4c91"
+                    id="869e6e79"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -316518,7 +316515,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="d261cbe1"
+                    id="29567a96"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -316548,7 +316545,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="33b12f53"
+                    id="d2e72f0e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -316578,7 +316575,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="09de773d"
+                    id="68470db7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -316608,7 +316605,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="c63a2855"
+                    id="b4a1009f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -316638,7 +316635,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="54c4ac15"
+                    id="88483c45"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -316668,7 +316665,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="ac6e1689"
+                    id="aab53198"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -316698,7 +316695,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="153e8c2e"
+                    id="49d40eff"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -316728,7 +316725,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="9f4fb784"
+                    id="f20e07d4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -316758,7 +316755,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="70fc99d6"
+                    id="aad57c38"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -316788,7 +316785,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="d49ba6be"
+                    id="834deb14"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -316818,7 +316815,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="89da0095"
+                    id="d11e5c4a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -316848,7 +316845,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="0e79146e"
+                    id="85a0201f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -316878,7 +316875,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="5d54b365"
+                    id="c239f510"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -316908,7 +316905,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="c4de2de0"
+                    id="5e2de823"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -316938,7 +316935,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="1ff36550"
+                    id="16ad2e57"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -316968,7 +316965,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="be891b4d"
+                    id="48fc1042"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -316998,7 +316995,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="30598e1f"
+                    id="512cae37"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -317028,7 +317025,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="7e37ceb6"
+                    id="2203362b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -317058,7 +317055,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="ca922544"
+                    id="f27c4dc7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -317088,7 +317085,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="e4138f48"
+                    id="b29cb157"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -317118,7 +317115,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="4d974cb9"
+                    id="9c38576f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -317148,7 +317145,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="4c68e5c5"
+                    id="c9d2b80f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -317178,7 +317175,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="f5013cb8"
+                    id="b5235ce0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -317208,7 +317205,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="d6bb1c76"
+                    id="827ca1ea"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -317238,7 +317235,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="d32619cb"
+                    id="05552002"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -317268,7 +317265,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="bf591f8a"
+                    id="04a06c5e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -317298,7 +317295,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="b1bc685f"
+                    id="bc5ac87a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -317328,7 +317325,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="bec395f5"
+                    id="b2d47834"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -317358,7 +317355,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="af6c8134"
+                    id="371b0ddb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -317388,7 +317385,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="e6ead070"
+                    id="48b2eb8c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -317418,7 +317415,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="5ee083c4"
+                    id="96a96078"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -317448,7 +317445,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="8ae56528"
+                    id="547a7cbf"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -317478,7 +317475,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="19df751e"
+                    id="f5c3b572"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -317508,7 +317505,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="52dcb482"
+                    id="17224955"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -317538,7 +317535,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="1e920a6e"
+                    id="79419970"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -317568,7 +317565,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="0f775900"
+                    id="d398f882"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -317598,7 +317595,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="de4410a9"
+                    id="e8100e15"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -317628,7 +317625,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="df792ed0"
+                    id="99e5bd69"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -317658,7 +317655,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="8feee456"
+                    id="2b175f3e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -317688,7 +317685,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="81a6f2eb"
+                    id="0560eaf9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -317718,7 +317715,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="52f6dc8e"
+                    id="6250ee65"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -317748,7 +317745,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="8a196a01"
+                    id="1c244f4f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -317778,7 +317775,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="090a374d"
+                    id="7ad5f817"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -317808,7 +317805,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="8f6b4a2a"
+                    id="ca0a3d85"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -317838,7 +317835,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="3022f263"
+                    id="ed54ad7a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -317868,7 +317865,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="428f7632"
+                    id="2c9609f9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -317898,7 +317895,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="3b8bfebe"
+                    id="9399fccc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -317928,7 +317925,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="fd665c6d"
+                    id="8d390f9e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -317958,7 +317955,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="cbe1e040"
+                    id="358cbe79"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -317988,7 +317985,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="32e0c281"
+                    id="d8f1084f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -318018,7 +318015,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="8ca2fea3"
+                    id="e6684236"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -318048,7 +318045,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="37ace5d7"
+                    id="3ce6c50f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -318078,7 +318075,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="67be149d"
+                    id="cc5669c2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -318108,7 +318105,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="86b8b3c4"
+                    id="2432472a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -318138,7 +318135,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="007b0bd3"
+                    id="92c5ab3d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -318168,7 +318165,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="69b3d961"
+                    id="1de09b98"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -318198,7 +318195,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="343086dc"
+                    id="f7f15925"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -318228,7 +318225,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="fcadc78f"
+                    id="5e94bb68"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -318258,7 +318255,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="b946fcb4"
+                    id="5558509f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -318288,7 +318285,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="5ae5b778"
+                    id="d7b2f133"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -318318,7 +318315,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="9b1ee5d7"
+                    id="e48bb7e0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -318348,7 +318345,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="07591198"
+                    id="c8bb1c70"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -318382,7 +318379,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="a25b6ccf"
+                    id="28a5e349"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -318410,7 +318407,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="298e2ad5"
+                    id="6062fdf9"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -318440,7 +318437,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="1a5e509b"
+                    id="755d9f0b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -318470,7 +318467,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="9a704102"
+                    id="2cc4d01e"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -318500,7 +318497,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="222f61d6"
+                    id="ee04d269"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -318530,7 +318527,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="47f8f776"
+                    id="91aee5dd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -318560,7 +318557,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="3f65e1de"
+                    id="02c25eff"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -318590,7 +318587,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="9595344c"
+                    id="e7a1c6bc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -318620,7 +318617,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="fc1af932"
+                    id="226f68de"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -318650,7 +318647,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="17518b9e"
+                    id="eb293cc5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -318680,7 +318677,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="fe352904"
+                    id="d4d12ca8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -318710,7 +318707,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="b8500f30"
+                    id="f3a97a53"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -318740,7 +318737,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="759c8291"
+                    id="019f72d8"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -318770,7 +318767,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="19125ecf"
+                    id="7b4d80b5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -318800,7 +318797,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="8b93dfcd"
+                    id="9bf991bd"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -318830,7 +318827,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="df62bf98"
+                    id="3f3697d1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -318860,7 +318857,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="68f0be55"
+                    id="fcf69f3a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -318890,7 +318887,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="be5df964"
+                    id="f1a38833"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -318920,7 +318917,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="3ebd33f7"
+                    id="d62eddd5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -318950,7 +318947,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="14b69b01"
+                    id="e41a6317"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -318980,7 +318977,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="fb8bce11"
+                    id="6e1df2a0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -319010,7 +319007,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="79163ead"
+                    id="6c995549"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -319040,7 +319037,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="2cab25b6"
+                    id="9809ffcb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -319070,7 +319067,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="7abe04a7"
+                    id="009f0d14"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -319100,7 +319097,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="56ec69d5"
+                    id="4714e0b3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -319130,7 +319127,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="0f44f2ae"
+                    id="d90e307b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -319160,7 +319157,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="551fb0c1"
+                    id="0544ce39"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -319190,7 +319187,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="d75556f6"
+                    id="d7ca2016"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -319220,7 +319217,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="4925ac37"
+                    id="62d8f5ec"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -319250,7 +319247,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="2bd024ea"
+                    id="f95ea16a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -319280,7 +319277,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="a25bd535"
+                    id="fbb75e75"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -319310,7 +319307,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="371929e0"
+                    id="bc93c92d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -319340,7 +319337,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="c14339bf"
+                    id="4db0ee00"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -319370,7 +319367,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="099eb5a5"
+                    id="af6e280d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -319400,7 +319397,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="f790a658"
+                    id="a69c2a1a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -319430,7 +319427,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="853f852b"
+                    id="7e4f2d84"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -319460,7 +319457,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="856cd06d"
+                    id="5f9d96bb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -319490,7 +319487,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="0319cc2c"
+                    id="e29bdd1c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -319520,7 +319517,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="386c2888"
+                    id="ff0af24c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -319550,7 +319547,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="6739debb"
+                    id="b5c5a91a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -319580,7 +319577,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="0489209b"
+                    id="4b7a79a2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -319610,7 +319607,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="cea74359"
+                    id="69dce232"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -319640,7 +319637,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="3b64966b"
+                    id="befe64db"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -319670,7 +319667,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="5339296c"
+                    id="8e4c0577"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -319700,7 +319697,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="eae23c1e"
+                    id="a683185d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -319730,7 +319727,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="c3fa4b89"
+                    id="ceaff199"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -319760,7 +319757,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="24e481db"
+                    id="f6eee41d"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -319790,7 +319787,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="b6aa2087"
+                    id="dc3f8ee3"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -319820,7 +319817,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="965ef678"
+                    id="4e7bfdb5"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -319850,7 +319847,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="a4045a78"
+                    id="91a4700a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -319880,7 +319877,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="70c6060a"
+                    id="4c3bcfcf"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -319910,7 +319907,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="0ca64c81"
+                    id="e09c4fc2"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -319940,7 +319937,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="25e94d36"
+                    id="44b7dc6b"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -319970,7 +319967,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="64793a72"
+                    id="05b24294"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -320000,7 +319997,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="8e8d4ff9"
+                    id="b32151c1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -320030,7 +320027,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="e2feb872"
+                    id="34885497"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -320060,7 +320057,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="a6adc363"
+                    id="8724065a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -320090,7 +320087,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="0a2605a4"
+                    id="2b8209ca"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -320120,7 +320117,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="a087c957"
+                    id="d72327d7"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -320150,7 +320147,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="4f0ea6eb"
+                    id="9ede7afb"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -320180,7 +320177,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="29e40889"
+                    id="c90111e4"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -320210,7 +320207,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="1c656af9"
+                    id="653e473f"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -320240,7 +320237,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="0070756d"
+                    id="0e9d0f9c"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -320274,7 +320271,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <th
-                    id="1d79f4ad"
+                    id="ae2bac66"
                     class="table-cell ellided-short clickable"
                 
                     data-role="index-level-value"
@@ -320302,7 +320299,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="8eea1065"
+                    id="f36d3a34"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -320332,7 +320329,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="e4bef22a"
+                    id="aba7cb5a"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -320362,7 +320359,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="a97dbb6c"
+                    id="cbf1b7fc"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -320392,7 +320389,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="68ecfa40"
+                    id="79a08cd0"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -320422,7 +320419,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="c5f00163"
+                    id="a9a310c1"
                     class="table-cell ellided-short clickable"
                 
                     data-role="dataframe-data"
@@ -320452,7 +320449,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
                 
                 
                     <td
-                    id="6a3dedba"
+                    id="d45e713a"
                     class="table-cell ellided-short clickable"
                 
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@@ -361223,7 +361220,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
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@@ -361233,7 +361230,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
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@@ -361263,7 +361260,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
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@@ -361274,7 +361271,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
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@@ -361339,189 +361336,202 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
             <tbody>
             
                 <tr>
-                    <td class="ellided">model_11_min</td>
-                    <td class="ellided">model_28_min</td>
+                    <td class="ellided">model_19_min</td>
+                    <td class="ellided">model_21_min</td>
                     <td
                     
                         class="critical">
-                        0.975
+                        1.00
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">model_00_min</td>
-                    <td class="ellided">model_22_min</td>
+                    <td class="ellided">model_02_min</td>
+                    <td class="ellided">model_21_min</td>
                     <td
                     
                         class="critical">
-                        0.967
+                        1.00
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">model_14_min</td>
-                    <td class="ellided">model_23_min</td>
+                    <td class="ellided">model_01_min</td>
+                    <td class="ellided">model_21_min</td>
                     <td
                     
                         class="critical">
-                        0.935
+                        1.00
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">model_11_min</td>
-                    <td class="ellided">model_15_min</td>
+                    <td class="ellided">model_14_min</td>
+                    <td class="ellided">model_21_min</td>
                     <td
                     
                         class="critical">
-                        0.913
+                        1.00
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">model_00_min</td>
-                    <td class="ellided">model_23_min</td>
+                    <td class="ellided">model_10_min</td>
+                    <td class="ellided">model_21_min</td>
                     <td
                     
                         class="critical">
-                        0.910
+                        1.00
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">model_17_min</td>
-                    <td class="ellided">model_22_min</td>
+                    <td class="ellided">model_00_min</td>
+                    <td class="ellided">model_21_min</td>
                     <td
                     
                         class="critical">
-                        0.910
+                        1.00
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">model_11_min</td>
-                    <td class="ellided">model_26_min</td>
+                    <td class="ellided">model_07_min</td>
+                    <td class="ellided">model_21_min</td>
                     <td
                     
                         class="critical">
-                        0.903
+                        1.00
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">model_20_min</td>
-                    <td class="ellided">model_23_min</td>
+                    <td class="ellided">model_08_min</td>
+                    <td class="ellided">model_21_min</td>
                     <td
-                        >
-                        0.878
+                    
+                        class="critical">
+                        1.00
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">model_15_min</td>
-                    <td class="ellided">model_28_min</td>
+                    <td class="ellided">model_16_min</td>
+                    <td class="ellided">model_21_min</td>
                     <td
-                        >
-                        0.877
+                    
+                        class="critical">
+                        1.00
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">model_11_min</td>
-                    <td class="ellided">model_27_min</td>
+                    <td class="ellided">model_21_min</td>
+                    <td class="ellided">model_23_min</td>
                     <td
-                        >
-                        0.874
+                    
+                        class="critical">
+                        1.00
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">model_01_min</td>
                     <td class="ellided">model_21_min</td>
+                    <td class="ellided">model_27_min</td>
                     <td
-                        >
-                        0.866
+                    
+                        class="critical">
+                        1.00
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">model_07_min</td>
-                    <td class="ellided">model_22_min</td>
+                    <td class="ellided">model_21_min</td>
+                    <td class="ellided">model_26_min</td>
                     <td
-                        >
-                        0.863
+                    
+                        class="critical">
+                        1.00
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">model_07_min</td>
-                    <td class="ellided">model_11_min</td>
+                    <td class="ellided">model_21_min</td>
+                    <td class="ellided">model_29_min</td>
                     <td
-                        >
-                        0.859
+                    
+                        class="critical">
+                        1.00
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">model_07_min</td>
-                    <td class="ellided">model_19_min</td>
+                    <td class="ellided">model_21_min</td>
+                    <td class="ellided">model_22_min</td>
                     <td
-                        >
-                        0.853
+                    
+                        class="critical">
+                        1.00
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">model_15_min</td>
-                    <td class="ellided">model_27_min</td>
+                    <td class="ellided">model_20_min</td>
+                    <td class="ellided">model_21_min</td>
                     <td
-                        >
-                        0.851
+                    
+                        class="critical">
+                        1.00
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">model_11_min</td>
-                    <td class="ellided">model_24_min</td>
+                    <td class="ellided">model_15_min</td>
+                    <td class="ellided">model_21_min</td>
                     <td
-                        >
-                        0.839
+                    
+                        class="critical">
+                        1.00
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">model_15_min</td>
-                    <td class="ellided">model_29_min</td>
+                    <td class="ellided">model_21_min</td>
+                    <td class="ellided">model_28_min</td>
                     <td
-                        >
-                        0.838
+                    
+                        class="critical">
+                        1.00
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">model_17_min</td>
-                    <td class="ellided">model_29_min</td>
+                    <td class="ellided">model_00_min</td>
+                    <td class="ellided">model_22_min</td>
                     <td
-                        >
-                        0.837
+                    
+                        class="critical">
+                        0.991
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">item_15_min</td>
-                    <td class="ellided">item_29_min</td>
+                    <td class="ellided">model_11_min</td>
+                    <td class="ellided">model_28_min</td>
                     <td
-                        >
-                        0.829
+                    
+                        class="critical">
+                        0.982
                     </td>
                 </tr>
         
                 <tr>
-                    <td class="ellided">model_00_min</td>
-                    <td class="ellided">model_29_min</td>
+                    <td class="ellided">model_11_min</td>
+                    <td class="ellided">model_26_min</td>
                     <td
-                        >
-                        0.828
+                    
+                        class="critical">
+                        0.964
                     </td>
                 </tr>
         
@@ -361547,7 +361557,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
             </div>
         </template>
 
-        <skrub-table-report class="report" id="report_43405c26">
+        <skrub-table-report class="report" id="report_5ab12f3e">
         </skrub-table-report>
 
         <script type="module">
@@ -362578,7 +362588,7 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
         </script>
     </div>
 
-    <div id="report_43405c26-wrapper-fallback">
+    <div id="report_5ab12f3e-wrapper-fallback">
         <h2>Please enable javascript</h2>
         <p>
             The skrub table reports need javascript to display correctly. If you are
@@ -362589,8 +362599,8 @@ The minimum ("min") is the most appropriate operation to aggregate encodings fro
     </div>
 
     <script>
-     document.getElementById("report_43405c26-wrapper").removeAttribute("hidden");
-     document.getElementById("report_43405c26-wrapper-fallback").setAttribute("hidden", "");
+     document.getElementById("report_5ab12f3e-wrapper").removeAttribute("hidden");
+     document.getElementById("report_5ab12f3e-wrapper-fallback").setAttribute("hidden", "");
     </script>
     </div>
     <br />
@@ -363172,7 +363182,7 @@ We tune the hyper-parameters of the |HGBC| to get a good performance.
  .. code-block:: none
 
     Fitting 3 folds for each of 10 candidates, totalling 30 fits
-    This operation took 135.1s
+    This operation took 150.3s
 
 
 
@@ -363197,9 +363207,9 @@ The best hyper parameters are:
  .. code-block:: none
 
 
-    histgradientboostingclassifier__learning_rate       0.019894
-    histgradientboostingclassifier__max_depth           8.000000
-    histgradientboostingclassifier__max_iter          160.000000
+    histgradientboostingclassifier__learning_rate       0.022994
+    histgradientboostingclassifier__max_depth           7.000000
+    histgradientboostingclassifier__max_iter          398.000000
     histgradientboostingclassifier__max_leaf_nodes     60.000000
     dtype: float64
 
@@ -363296,7 +363306,7 @@ These limitations will be addressed later in skrub.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (4 minutes 5.394 seconds)
+   **Total running time of the script:** (4 minutes 31.548 seconds)
 
 
 .. _sphx_glr_download_auto_examples_08_join_aggregation.py:
@@ -363308,7 +363318,7 @@ These limitations will be addressed later in skrub.
     .. container:: binder-badge
 
       .. image:: images/binder_badge_logo.svg
-        :target: https://mybinder.org/v2/gh/skrub-data/skrub/0.4.0?urlpath=lab/tree/notebooks/auto_examples/08_join_aggregation.ipynb
+        :target: https://mybinder.org/v2/gh/skrub-data/skrub/0.4.1?urlpath=lab/tree/notebooks/auto_examples/08_join_aggregation.ipynb
         :alt: Launch binder
         :width: 150 px
 
diff --git a/0.4/_sources/auto_examples/09_interpolation_join.rst.txt b/0.4/_sources/auto_examples/09_interpolation_join.rst.txt
index 072f9bde1..a4821127c 100644
--- a/0.4/_sources/auto_examples/09_interpolation_join.rst.txt
+++ b/0.4/_sources/auto_examples/09_interpolation_join.rst.txt
@@ -364,9 +364,9 @@ to the right side table column names.
           <td>42.6</td>
           <td>0.0</td>
           <td>NaN</td>
-          <td>33.889458</td>
-          <td>67.827844</td>
-          <td>-0.005338</td>
+          <td>34.445098</td>
+          <td>46.307059</td>
+          <td>-0.058621</td>
         </tr>
         <tr>
           <th>1</th>
@@ -376,9 +376,9 @@ to the right side table column names.
           <td>26.9</td>
           <td>NaN</td>
           <td>NaN</td>
-          <td>26.470112</td>
-          <td>49.829397</td>
-          <td>0.383762</td>
+          <td>26.791863</td>
+          <td>20.750161</td>
+          <td>0.052059</td>
         </tr>
         <tr>
           <th>2</th>
@@ -388,9 +388,9 @@ to the right side table column names.
           <td>41.6</td>
           <td>NaN</td>
           <td>NaN</td>
-          <td>31.292351</td>
-          <td>19.041576</td>
-          <td>-0.005338</td>
+          <td>31.113018</td>
+          <td>32.484554</td>
+          <td>-0.058621</td>
         </tr>
         <tr>
           <th>3</th>
@@ -400,9 +400,9 @@ to the right side table column names.
           <td>46.6</td>
           <td>0.0</td>
           <td>NaN</td>
-          <td>33.805942</td>
-          <td>69.333800</td>
-          <td>-0.005338</td>
+          <td>33.768465</td>
+          <td>36.592777</td>
+          <td>-0.058621</td>
         </tr>
         <tr>
           <th>4</th>
@@ -412,9 +412,9 @@ to the right side table column names.
           <td>36.1</td>
           <td>0.0</td>
           <td>NaN</td>
-          <td>29.893277</td>
-          <td>31.425521</td>
-          <td>-0.013597</td>
+          <td>29.417603</td>
+          <td>19.331946</td>
+          <td>0.024407</td>
         </tr>
       </tbody>
     </table>
@@ -596,7 +596,7 @@ maximum daily temperature.
           <td>MI</td>
           <td>42.212059</td>
           <td>-83.348836</td>
-          <td>1.486822</td>
+          <td>1.721130</td>
         </tr>
         <tr>
           <th>1</th>
@@ -608,7 +608,7 @@ maximum daily temperature.
           <td>TX</td>
           <td>32.895951</td>
           <td>-97.037200</td>
-          <td>21.361783</td>
+          <td>21.362290</td>
         </tr>
         <tr>
           <th>2</th>
@@ -620,7 +620,7 @@ maximum daily temperature.
           <td>NC</td>
           <td>36.097747</td>
           <td>-79.937297</td>
-          <td>17.067961</td>
+          <td>17.263829</td>
         </tr>
         <tr>
           <th>3</th>
@@ -632,7 +632,7 @@ maximum daily temperature.
           <td>IL</td>
           <td>41.979595</td>
           <td>-87.904464</td>
-          <td>16.209177</td>
+          <td>16.172212</td>
         </tr>
         <tr>
           <th>4</th>
@@ -644,7 +644,7 @@ maximum daily temperature.
           <td>TX</td>
           <td>32.895951</td>
           <td>-97.037200</td>
-          <td>12.581740</td>
+          <td>14.280489</td>
         </tr>
       </tbody>
     </table>
@@ -695,11 +695,11 @@ Washington, Minnesota.
 
 
     state
-    AK   -4.597458
-    WA    0.013871
-    MT    0.067907
-    ND    0.800440
-    MN    1.427404
+    AK   -2.823128
+    WA    0.291825
+    MT    0.628224
+    ND    0.920950
+    MN    1.409649
     Name: TMAX, dtype: float64
 
 
@@ -725,11 +725,11 @@ Florida, Louisiana.
 
 
     state
-    LA    21.818325
-    FL    24.549571
-    HI    26.816864
-    VI    30.548983
-    PR    30.895155
+    LA    21.655956
+    FL    24.705433
+    HI    26.675080
+    VI    28.673669
+    PR    29.381105
     Name: TMAX, dtype: float64
 
 
@@ -814,7 +814,7 @@ estimators.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 5.365 seconds)
+   **Total running time of the script:** (0 minutes 5.479 seconds)
 
 
 .. _sphx_glr_download_auto_examples_09_interpolation_join.py:
@@ -826,7 +826,7 @@ estimators.
     .. container:: binder-badge
 
       .. image:: images/binder_badge_logo.svg
-        :target: https://mybinder.org/v2/gh/skrub-data/skrub/0.4.0?urlpath=lab/tree/notebooks/auto_examples/09_interpolation_join.ipynb
+        :target: https://mybinder.org/v2/gh/skrub-data/skrub/0.4.1?urlpath=lab/tree/notebooks/auto_examples/09_interpolation_join.ipynb
         :alt: Launch binder
         :width: 150 px
 
diff --git a/0.4/_sources/auto_examples/sg_execution_times.rst.txt b/0.4/_sources/auto_examples/sg_execution_times.rst.txt
index f1bd34b89..e99da520e 100644
--- a/0.4/_sources/auto_examples/sg_execution_times.rst.txt
+++ b/0.4/_sources/auto_examples/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**10:17.774** total execution time for 10 files **from auto_examples**:
+**11:14.415** total execution time for 10 files **from auto_examples**:
 
 .. container::
 
@@ -33,32 +33,32 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_auto_examples_08_join_aggregation.py` (``08_join_aggregation.py``)
-     - 04:05.394
+     - 04:31.548
      - 0.0
    * - :ref:`sphx_glr_auto_examples_02_text_with_string_encoders.py` (``02_text_with_string_encoders.py``)
-     - 02:57.255
+     - 03:04.673
      - 0.0
    * - :ref:`sphx_glr_auto_examples_06_ken_embeddings.py` (``06_ken_embeddings.py``)
-     - 01:14.813
+     - 01:33.191
      - 0.0
    * - :ref:`sphx_glr_auto_examples_01_encodings.py` (``01_encodings.py``)
-     - 01:10.168
+     - 01:07.787
      - 0.0
    * - :ref:`sphx_glr_auto_examples_07_multiple_key_join.py` (``07_multiple_key_join.py``)
-     - 00:16.391
+     - 00:27.247
      - 0.0
    * - :ref:`sphx_glr_auto_examples_04_fuzzy_joining.py` (``04_fuzzy_joining.py``)
-     - 00:10.678
+     - 00:10.942
      - 0.0
    * - :ref:`sphx_glr_auto_examples_00_getting_started.py` (``00_getting_started.py``)
-     - 00:07.609
-     - 0.0
-   * - :ref:`sphx_glr_auto_examples_03_datetime_encoder.py` (``03_datetime_encoder.py``)
-     - 00:05.398
+     - 00:06.952
      - 0.0
    * - :ref:`sphx_glr_auto_examples_09_interpolation_join.py` (``09_interpolation_join.py``)
-     - 00:05.365
+     - 00:05.479
+     - 0.0
+   * - :ref:`sphx_glr_auto_examples_03_datetime_encoder.py` (``03_datetime_encoder.py``)
+     - 00:05.267
      - 0.0
    * - :ref:`sphx_glr_auto_examples_05_deduplication.py` (``05_deduplication.py``)
-     - 00:04.703
+     - 00:01.328
      - 0.0
diff --git a/0.4/_sources/sg_execution_times.rst.txt b/0.4/_sources/sg_execution_times.rst.txt
index 61a7faba9..82b25d861 100644
--- a/0.4/_sources/sg_execution_times.rst.txt
+++ b/0.4/_sources/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**10:17.774** total execution time for 10 files **from all galleries**:
+**11:14.415** total execution time for 10 files **from all galleries**:
 
 .. container::
 
@@ -33,32 +33,32 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_auto_examples_08_join_aggregation.py` (``../examples/08_join_aggregation.py``)
-     - 04:05.394
+     - 04:31.548
      - 0.0
    * - :ref:`sphx_glr_auto_examples_02_text_with_string_encoders.py` (``../examples/02_text_with_string_encoders.py``)
-     - 02:57.255
+     - 03:04.673
      - 0.0
    * - :ref:`sphx_glr_auto_examples_06_ken_embeddings.py` (``../examples/06_ken_embeddings.py``)
-     - 01:14.813
+     - 01:33.191
      - 0.0
    * - :ref:`sphx_glr_auto_examples_01_encodings.py` (``../examples/01_encodings.py``)
-     - 01:10.168
+     - 01:07.787
      - 0.0
    * - :ref:`sphx_glr_auto_examples_07_multiple_key_join.py` (``../examples/07_multiple_key_join.py``)
-     - 00:16.391
+     - 00:27.247
      - 0.0
    * - :ref:`sphx_glr_auto_examples_04_fuzzy_joining.py` (``../examples/04_fuzzy_joining.py``)
-     - 00:10.678
+     - 00:10.942
      - 0.0
    * - :ref:`sphx_glr_auto_examples_00_getting_started.py` (``../examples/00_getting_started.py``)
-     - 00:07.609
-     - 0.0
-   * - :ref:`sphx_glr_auto_examples_03_datetime_encoder.py` (``../examples/03_datetime_encoder.py``)
-     - 00:05.398
+     - 00:06.952
      - 0.0
    * - :ref:`sphx_glr_auto_examples_09_interpolation_join.py` (``../examples/09_interpolation_join.py``)
-     - 00:05.365
+     - 00:05.479
+     - 0.0
+   * - :ref:`sphx_glr_auto_examples_03_datetime_encoder.py` (``../examples/03_datetime_encoder.py``)
+     - 00:05.267
      - 0.0
    * - :ref:`sphx_glr_auto_examples_05_deduplication.py` (``../examples/05_deduplication.py``)
-     - 00:04.703
+     - 00:01.328
      - 0.0
diff --git a/0.4/_static/documentation_options.js b/0.4/_static/documentation_options.js
index 025330ce9..0145a7ad0 100644
--- a/0.4/_static/documentation_options.js
+++ b/0.4/_static/documentation_options.js
@@ -1,5 +1,5 @@
 const DOCUMENTATION_OPTIONS = {
-    VERSION: '0.4.0',
+    VERSION: '0.4.1',
     LANGUAGE: 'en',
     COLLAPSE_INDEX: false,
     BUILDER: 'html',
diff --git a/0.4/about.html b/0.4/about.html
index 490bf1486..cc4f16912 100644
--- a/0.4/about.html
+++ b/0.4/about.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="_static/documentation_options.js?v=6c02275b"></script>
+    <script src="_static/documentation_options.js?v=c87aa342"></script>
     <script src="_static/doctools.js?v=9bcbadda"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="Vision: where is skrub heading?" href="vision.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
diff --git a/0.4/assembling.html b/0.4/assembling.html
index 6b7fe3b85..632b5991b 100644
--- a/0.4/assembling.html
+++ b/0.4/assembling.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="_static/documentation_options.js?v=6c02275b"></script>
+    <script src="_static/documentation_options.js?v=c87aa342"></script>
     <script src="_static/doctools.js?v=9bcbadda"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="Encoding: creating feature matrices" href="encoding.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -561,7 +561,7 @@ <h2>Fuzzy joining tables<a class="headerlink" href="#fuzzy-joining-tables" title
 </section>
 <section id="joining-external-tables-for-machine-learning">
 <h2>Joining external tables for machine learning<a class="headerlink" href="#joining-external-tables-for-machine-learning" title="Link to this heading">#</a></h2>
-<p>Joining is straigthforward for two tables because you only need to identify
+<p>Joining is straightforward for two tables because you only need to identify
 the common key.</p>
 <p>In addition, skrub also enable more advanced analysis:</p>
 <ul class="simple">
diff --git a/0.4/auto_examples/00_getting_started.html b/0.4/auto_examples/00_getting_started.html
index bbd8b70d8..63d651614 100644
--- a/0.4/auto_examples/00_getting_started.html
+++ b/0.4/auto_examples/00_getting_started.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../_static/doctools.js?v=9bcbadda"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="Examples" href="index.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -582,8 +582,8 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 </div>
 <div class="output_subarea output_html rendered_html output_result">
 
-<div id="report_e0de8a31-wrapper" hidden>
-    <template id="report_e0de8a31-template">
+<div id="report_d69a87a4-wrapper" hidden>
+    <template id="report_d69a87a4-template">
         <style>
          /*!
 Pure v3.0.0
@@ -1784,7 +1784,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <th
-                id="61f2a2f0"
+                id="d85d6d98"
                 class="table-cell ellided-short "
 
                 data-role="padding"
@@ -1814,7 +1814,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <th
-                id="4e465942"
+                id="ab30b461"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -1848,7 +1848,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <th
-                id="ce7e11f5"
+                id="9a5e131d"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -1882,7 +1882,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <th
-                id="9e8d0a38"
+                id="196e7af4"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -1916,7 +1916,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <th
-                id="d4e38337"
+                id="2f42bf33"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -1950,7 +1950,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <th
-                id="5435aa14"
+                id="3cb13259"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -1984,7 +1984,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <th
-                id="32bfca57"
+                id="376418d3"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -2018,7 +2018,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <th
-                id="691f209f"
+                id="bb65df87"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -2052,7 +2052,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <th
-                id="bc7d4fff"
+                id="c4e2a3ee"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -2100,7 +2100,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <th
-                id="19a3556d"
+                id="482facfe"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -2128,7 +2128,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="4187a536"
+                id="bd953ae5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -2158,7 +2158,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="a6858c48"
+                id="b9d9c652"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -2188,7 +2188,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="6f04108c"
+                id="dc176eb7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -2218,7 +2218,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="169e4697"
+                id="3ecf789a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -2248,7 +2248,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="cdd533e9"
+                id="372b3aab"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -2278,7 +2278,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="b35b51bb"
+                id="f7b8e76c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -2308,7 +2308,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="e5b2d175"
+                id="f09f4ad0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -2338,7 +2338,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="c586aa24"
+                id="5abbec72"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -2372,7 +2372,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <th
-                id="edd85e70"
+                id="8d3e619b"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -2400,7 +2400,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="ae6430b1"
+                id="f08dffec"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -2430,7 +2430,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="c4bcf160"
+                id="4024cb88"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -2460,7 +2460,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="8f65787f"
+                id="3301bf87"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -2490,7 +2490,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="00cdf46b"
+                id="6179bb96"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -2520,7 +2520,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="2d99c517"
+                id="5af3345a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -2550,7 +2550,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="20e46082"
+                id="d1c16680"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -2580,7 +2580,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="1ed92835"
+                id="93cbdad1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -2610,7 +2610,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="c8723270"
+                id="42c27504"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -2644,7 +2644,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <th
-                id="13cde4e3"
+                id="1c3d1fc7"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -2672,7 +2672,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="91357b0f"
+                id="2ed30200"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -2702,7 +2702,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="d052f9d8"
+                id="6b4bab53"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -2732,7 +2732,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="570c1f5f"
+                id="65d0a996"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -2762,7 +2762,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="7cc80cbf"
+                id="832fe1bd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -2792,7 +2792,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="6d4116da"
+                id="78d026c2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -2822,7 +2822,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="c64cf600"
+                id="150f4c5d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -2852,7 +2852,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="e7030ce0"
+                id="fe810d5a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -2882,7 +2882,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="dea97997"
+                id="bedb6064"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -2916,7 +2916,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <th
-                id="b4295ad8"
+                id="5793d62c"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -2944,7 +2944,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="7ac3a346"
+                id="ee178c30"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -2974,7 +2974,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="a6bbd3e9"
+                id="b4e1403a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -3004,7 +3004,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="3835b42b"
+                id="c7f1f434"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -3034,7 +3034,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="41cef4dd"
+                id="4a244c96"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -3064,7 +3064,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="41e2a69b"
+                id="ecb48746"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -3094,7 +3094,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="8728e957"
+                id="fb42ead0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -3124,7 +3124,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="0a0df43b"
+                id="bd07d206"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -3154,7 +3154,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="6c23fb51"
+                id="ce251fb2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -3188,7 +3188,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <th
-                id="0a3e10f8"
+                id="96c500fd"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -3216,7 +3216,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="1825540f"
+                id="173646c6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -3246,7 +3246,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="fe81617d"
+                id="34606b61"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -3276,7 +3276,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="a47c511c"
+                id="3fb756fe"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -3306,7 +3306,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="9d073437"
+                id="c5c6ef94"
                 class="table-cell ellided-short clickable"
 
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@@ -3336,7 +3336,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="d66327f6"
+                id="a3d75067"
                 class="table-cell ellided-short clickable"
 
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@@ -3366,7 +3366,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
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+                id="7d183709"
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@@ -3396,7 +3396,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="54fc182c"
+                id="1643899f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -3426,7 +3426,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
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+                id="c1bab65f"
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@@ -3560,7 +3560,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <th
-                id="99c98b2e"
+                id="62dd9eaa"
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@@ -3588,7 +3588,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
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+                id="52f3dde4"
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@@ -3618,7 +3618,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="9cac4c92"
+                id="dfeb2897"
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@@ -3648,7 +3648,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
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+                id="529b969b"
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@@ -3678,7 +3678,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="86ab9ef6"
+                id="6b0339e8"
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@@ -3708,7 +3708,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
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+                id="1a84b582"
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@@ -3738,7 +3738,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
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+                id="c5a1a1ec"
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@@ -3768,7 +3768,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
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+                id="a6460919"
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@@ -3798,7 +3798,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
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+                id="ec87ecf2"
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@@ -3832,7 +3832,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
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@@ -3860,7 +3860,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
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+                id="87b46183"
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@@ -3890,7 +3890,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
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+                id="5982f0c4"
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@@ -3920,7 +3920,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
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@@ -3980,7 +3980,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
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+                id="68257909"
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                 <td
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                 <td
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@@ -4282,7 +4282,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
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@@ -4312,7 +4312,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
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@@ -4404,7 +4404,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
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@@ -4554,7 +4554,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="817b6dc2"
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@@ -4584,7 +4584,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
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@@ -4614,7 +4614,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="7ef0451f"
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@@ -4648,7 +4648,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <th
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@@ -4676,7 +4676,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
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@@ -4706,7 +4706,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="d9652f67"
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@@ -4736,7 +4736,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
                 <td
-                id="e5f41846"
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@@ -4766,7 +4766,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
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@@ -4796,7 +4796,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
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@@ -4826,7 +4826,7 @@ <h2>Generating an interactive report for a dataframe<a class="headerlink" href="
 
 
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+                    0.158
                 </td>
             </tr>
 
             <tr>
+                <td class="ellided">department</td>
                 <td class="ellided">date_first_hired</td>
-                <td class="ellided">year_first_hired</td>
                 <td
                     >
-                    0.147
+                    0.158
                 </td>
             </tr>
 
@@ -13454,7 +13454,7 @@ <h3 class="margin-r-m">
                 <td class="ellided">year_first_hired</td>
                 <td
                     >
-                    0.142
+                    0.121
                 </td>
             </tr>
 
@@ -13480,7 +13480,7 @@ <h3 class="margin-r-m">
         </div>
     </template>
 
-    <skrub-table-report class="report" id="report_e0de8a31">
+    <skrub-table-report class="report" id="report_d69a87a4">
     </skrub-table-report>
 
     <script type="module">
@@ -14511,7 +14511,7 @@ <h3 class="margin-r-m">
     </script>
 </div>
 
-<div id="report_e0de8a31-wrapper-fallback">
+<div id="report_d69a87a4-wrapper-fallback">
     <h2>Please enable javascript</h2>
     <p>
         The skrub table reports need javascript to display correctly. If you are
@@ -14522,8 +14522,8 @@ <h2>Please enable javascript</h2>
 </div>
 
 <script>
- document.getElementById("report_e0de8a31-wrapper").removeAttribute("hidden");
- document.getElementById("report_e0de8a31-wrapper-fallback").setAttribute("hidden", "");
+ document.getElementById("report_d69a87a4-wrapper").removeAttribute("hidden");
+ document.getElementById("report_d69a87a4-wrapper-fallback").setAttribute("hidden", "");
 </script>
 </div>
 <br />
@@ -14546,8 +14546,8 @@ <h2>Please enable javascript</h2>
 </div>
 <div class="output_subarea output_html rendered_html output_result">
 
-<div id="report_a0d0df67-wrapper" hidden>
-    <template id="report_a0d0df67-template">
+<div id="report_3068275a-wrapper" hidden>
+    <template id="report_3068275a-template">
         <style>
          /*!
 Pure v3.0.0
@@ -15748,7 +15748,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="badb3fa1"
+                id="bc3cdb02"
                 class="table-cell ellided-short "
 
                 data-role="padding"
@@ -15778,7 +15778,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="e74df60c"
+                id="797c3521"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -15812,7 +15812,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="8b7dbc2c"
+                id="45cb5031"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -15846,7 +15846,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="a5736aa7"
+                id="e07d65b2"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -15880,7 +15880,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="98ec7456"
+                id="daeb1c03"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -15914,7 +15914,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="160ab234"
+                id="17149c7f"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -15948,7 +15948,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="015be24b"
+                id="52a0335b"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -15982,7 +15982,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="1b1df2fe"
+                id="8e2594b1"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -16016,7 +16016,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="d0d8b35d"
+                id="7dd63a6b"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -16064,7 +16064,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="e91e6b9b"
+                id="c7d6b07c"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -16092,7 +16092,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="eceb0c55"
+                id="9472a3c1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16122,7 +16122,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e4eb48c5"
+                id="6ef7a4c6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16152,7 +16152,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e26e5ea5"
+                id="8237ffb4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16182,7 +16182,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3b0e97df"
+                id="8021a499"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16212,7 +16212,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f50de8dc"
+                id="683c91da"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16242,7 +16242,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="373cf73b"
+                id="3e68a4ff"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16272,7 +16272,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3d2902c1"
+                id="c6ed9759"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16302,7 +16302,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5cf44461"
+                id="fc8791ab"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16336,7 +16336,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="b44e9d67"
+                id="07b123bc"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -16364,7 +16364,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2496aa30"
+                id="88bbf92d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16394,7 +16394,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4b422263"
+                id="f17ef7ae"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16424,7 +16424,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5c97da6d"
+                id="a8fbd6fa"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16454,7 +16454,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="816923c8"
+                id="9d717de9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16484,7 +16484,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0fa0a4a5"
+                id="ecabf14b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16514,7 +16514,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a57bae06"
+                id="51ba49b3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16544,7 +16544,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a52fe725"
+                id="bd7f349c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16574,7 +16574,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c46e242f"
+                id="89d051e8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16608,7 +16608,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="510ea252"
+                id="612b0d5d"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -16636,7 +16636,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9780b8ed"
+                id="328733a0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16666,7 +16666,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="91b37b55"
+                id="84e19d5f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16696,7 +16696,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fd0ef4d3"
+                id="b097d54d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16726,7 +16726,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="063cf961"
+                id="969f0366"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16756,7 +16756,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="190d32d0"
+                id="e10b5da6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16786,7 +16786,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ca180b8c"
+                id="ca22e122"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16816,7 +16816,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0e7cc037"
+                id="8c1666b0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16846,7 +16846,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c3c2292f"
+                id="5b3c8264"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16880,7 +16880,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="192ae330"
+                id="804b4a63"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -16908,7 +16908,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ca7de572"
+                id="3970a116"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16938,7 +16938,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0e389d0d"
+                id="e5b58630"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16968,7 +16968,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="56c85b85"
+                id="c681ed82"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16998,7 +16998,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="06cdb22c"
+                id="6512e081"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17028,7 +17028,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4045b06e"
+                id="ed0a0629"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17058,7 +17058,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ffa4076d"
+                id="5c601267"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17088,7 +17088,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ef08b5cb"
+                id="d42efbef"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17118,7 +17118,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2fef8b7c"
+                id="04b863c9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17152,7 +17152,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="15d8d8e6"
+                id="c18f53a3"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -17180,7 +17180,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d7a5f81e"
+                id="2713bca3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17210,7 +17210,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ba935413"
+                id="8dae7a92"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17240,7 +17240,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="abc51fb4"
+                id="b72c70dd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17270,7 +17270,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bb966c31"
+                id="ea93b489"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17300,7 +17300,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="24e219cb"
+                id="a636f2f5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17330,7 +17330,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9cee5ce4"
+                id="366740bf"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17360,7 +17360,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c5c9a838"
+                id="250cbf76"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17390,7 +17390,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0abae115"
+                id="8593dcad"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17524,7 +17524,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="f2a9fd52"
+                id="b21cf217"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -17552,7 +17552,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d2bd3f4f"
+                id="1f6c7660"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17582,7 +17582,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8f9c2cbc"
+                id="4b33e199"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17612,7 +17612,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f43552de"
+                id="44c872a6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17642,7 +17642,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bc9369b5"
+                id="8bcff4c6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17672,7 +17672,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d0ff2461"
+                id="7e450e6b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17702,7 +17702,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a52ed05c"
+                id="f114e86c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17732,7 +17732,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e172ea65"
+                id="d67a46fa"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17762,7 +17762,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ff696efb"
+                id="2f09bd1a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17796,7 +17796,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="779166f1"
+                id="9519d545"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -17824,7 +17824,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d66f3a78"
+                id="57c78a84"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17854,7 +17854,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="dec0ec31"
+                id="e540b4c0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17884,7 +17884,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="07ecc473"
+                id="ca2d2f5c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17914,7 +17914,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="827e73de"
+                id="58d1ed58"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17944,7 +17944,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e565ae8d"
+                id="03c756a7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17974,7 +17974,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cc52598b"
+                id="ae0d4d4a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -18004,7 +18004,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bb2b7ece"
+                id="8becec09"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -18034,7 +18034,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="dac981f4"
+                id="b6a2a9dc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -18068,7 +18068,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="fd630650"
+                id="520c5692"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -18096,7 +18096,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7a838c6e"
+                id="f90c22a0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -18126,7 +18126,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="36f60d72"
+                id="3fbebcdb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -18156,7 +18156,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6cb0ce04"
+                id="9693b8b0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -18186,7 +18186,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="26f98c92"
+                id="2f57f775"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -18216,7 +18216,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2c2cd95d"
+                id="ad7e86eb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -18246,7 +18246,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="56a6d70e"
+                id="6f09d982"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -18276,7 +18276,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9a9c3b7f"
+                id="a4bdb1e3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -18306,7 +18306,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f128de45"
+                id="12901fca"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -18340,7 +18340,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="fe18b024"
+                id="7ba3dabf"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -18368,7 +18368,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="dd8a238b"
+                id="adfaf38e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -18398,7 +18398,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ebba2548"
+                id="c4595c3c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -18428,7 +18428,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="62ad13ad"
+                id="4b351900"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -18458,7 +18458,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="277c8e8b"
+                id="86b9b95d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -18488,7 +18488,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b25dc337"
+                id="6897f34c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -18518,7 +18518,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="831aebd9"
+                id="b24d27a6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -18548,7 +18548,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ec841fef"
+                id="3a1fb929"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -18578,7 +18578,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ad70b04e"
+                id="c629edd6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -18612,7 +18612,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="6a93a536"
+                id="15d108e5"
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-                id="6e137ed6"
+                id="81cd07e3"
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@@ -18670,7 +18670,7 @@ <h2>Please enable javascript</h2>
 
 
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-                id="abdc3868"
+                id="7817c7d1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -18700,7 +18700,7 @@ <h2>Please enable javascript</h2>
 
 
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-                id="8957ce32"
+                id="0c234abf"
                 class="table-cell ellided-short clickable"
 
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@@ -18730,7 +18730,7 @@ <h2>Please enable javascript</h2>
 
 
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-                id="740fa473"
+                id="4a2ce62b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -18760,7 +18760,7 @@ <h2>Please enable javascript</h2>
 
 
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-                id="0bb52152"
+                id="11ad21dd"
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                 data-role="dataframe-data"
@@ -18790,7 +18790,7 @@ <h2>Please enable javascript</h2>
 
 
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-                id="e6b82f62"
+                id="29329b62"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -18820,7 +18820,7 @@ <h2>Please enable javascript</h2>
 
 
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-                id="af97a15c"
+                id="0443ae1d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -18850,7 +18850,7 @@ <h2>Please enable javascript</h2>
 
 
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-                id="96ad76a5"
+                id="71525cfb"
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 L 46.195455 78.976479
 z
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@@ -27052,7 +27052,7 @@ <h3 class="margin-r-m">
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 L 59.286364 78.603943
 z
-" clip-path="url(#p685d78630d)" style="fill: #1f77b4"/>
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 L 72.377273 76.691592
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 L 85.468182 73.736141
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 L 98.559091 59.629451
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@@ -27108,7 +27108,7 @@ <h3 class="margin-r-m">
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 L 150.922727 37.550494
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@@ -27116,18 +27116,18 @@ <h3 class="margin-r-m">
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 L 164.013636 10.628571
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-" clip-path="url(#p685d78630d)" style="fill: #1f77b4"/>
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       <g>
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@@ -27137,7 +27137,7 @@ <h3 class="margin-r-m">
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       <g>
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@@ -27195,7 +27195,7 @@ <h3 class="margin-r-m">
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@@ -27256,7 +27256,7 @@ <h3 class="margin-r-m">
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@@ -27265,7 +27265,7 @@ <h3 class="margin-r-m">
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@@ -27274,13 +27274,13 @@ <h3 class="margin-r-m">
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+                <td class="ellided">assignment_category</td>
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@@ -27289,7 +27289,7 @@ <h3 class="margin-r-m">
 
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+                <td class="ellided">assignment_category</td>
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@@ -27298,37 +27298,37 @@ <h3 class="margin-r-m">
 
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+                <td class="ellided">employee_position_title</td>
                 <td
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-                    0.398
+                    0.409
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             <tr>
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-                <td class="ellided">assignment_category</td>
+                <td class="ellided">employee_position_title</td>
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-                    0.398
+                    0.409
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             <tr>
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+                <td class="ellided">department_name</td>
                 <td
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-                    0.384
+                    0.368
                 </td>
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             <tr>
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+                <td class="ellided">department</td>
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-                    0.384
+                    0.368
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@@ -27337,7 +27337,7 @@ <h3 class="margin-r-m">
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                 <td
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+                    0.358
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@@ -27346,34 +27346,34 @@ <h3 class="margin-r-m">
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                 <td
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-                    0.363
+                    0.358
                 </td>
             </tr>
 
             <tr>
                 <td class="ellided">gender</td>
-                <td class="ellided">employee_position_title</td>
+                <td class="ellided">assignment_category</td>
                 <td
                     >
-                    0.280
+                    0.284
                 </td>
             </tr>
 
             <tr>
                 <td class="ellided">gender</td>
-                <td class="ellided">division</td>
+                <td class="ellided">employee_position_title</td>
                 <td
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-                    0.254
+                    0.271
                 </td>
             </tr>
 
             <tr>
                 <td class="ellided">gender</td>
-                <td class="ellided">assignment_category</td>
+                <td class="ellided">division</td>
                 <td
                     >
-                    0.235
+                    0.249
                 </td>
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@@ -27382,16 +27382,16 @@ <h3 class="margin-r-m">
                 <td class="ellided">date_first_hired</td>
                 <td
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-                    0.229
+                    0.244
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">department_name</td>
                 <td class="ellided">date_first_hired</td>
+                <td class="ellided">year_first_hired</td>
                 <td
                     >
-                    0.157
+                    0.160
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@@ -27400,25 +27400,25 @@ <h3 class="margin-r-m">
                 <td class="ellided">date_first_hired</td>
                 <td
                     >
-                    0.157
+                    0.152
                 </td>
             </tr>
 
             <tr>
+                <td class="ellided">department_name</td>
                 <td class="ellided">date_first_hired</td>
-                <td class="ellided">year_first_hired</td>
                 <td
                     >
-                    0.150
+                    0.152
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">gender</td>
-                <td class="ellided">date_first_hired</td>
+                <td class="ellided">employee_position_title</td>
+                <td class="ellided">year_first_hired</td>
                 <td
                     >
-                    0.133
+                    0.136
                 </td>
             </tr>
 
@@ -27444,7 +27444,7 @@ <h3 class="margin-r-m">
         </div>
     </template>
 
-    <skrub-table-report class="report" id="report_a0d0df67">
+    <skrub-table-report class="report" id="report_3068275a">
     </skrub-table-report>
 
     <script type="module">
@@ -28475,7 +28475,7 @@ <h3 class="margin-r-m">
     </script>
 </div>
 
-<div id="report_a0d0df67-wrapper-fallback">
+<div id="report_3068275a-wrapper-fallback">
     <h2>Please enable javascript</h2>
     <p>
         The skrub table reports need javascript to display correctly. If you are
@@ -28486,8 +28486,8 @@ <h2>Please enable javascript</h2>
 </div>
 
 <script>
- document.getElementById("report_a0d0df67-wrapper").removeAttribute("hidden");
- document.getElementById("report_a0d0df67-wrapper-fallback").setAttribute("hidden", "");
+ document.getElementById("report_3068275a-wrapper").removeAttribute("hidden");
+ document.getElementById("report_3068275a-wrapper-fallback").setAttribute("hidden", "");
 </script>
 </div>
 <br />
@@ -29222,10 +29222,10 @@ <h2>Next steps<a class="headerlink" href="#next-steps" title="Link to this headi
 <code class="docutils literal notranslate"><span class="pre">skrub</span></code>’s concepts, or visit our
 <a class="reference external" href="https://skrub-data.org/stable/auto_examples">examples</a> for more
 illustrations of the tools that we provide !</p>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 7.609 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 6.952 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-00-getting-started-py">
 <div class="binder-badge docutils container">
-<a class="reference external image-reference" href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.0?urlpath=lab/tree/notebooks/auto_examples/00_getting_started.ipynb"><img alt="Launch binder" src="../_images/binder_badge_logo.svg" style="width: 150px;" />
+<a class="reference external image-reference" href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.1?urlpath=lab/tree/notebooks/auto_examples/00_getting_started.ipynb"><img alt="Launch binder" src="../_images/binder_badge_logo.svg" style="width: 150px;" />
 </a>
 </div>
 <div class="lite-badge docutils container">
@@ -29361,7 +29361,7 @@ <h2>Next steps<a class="headerlink" href="#next-steps" title="Link to this headi
     
       
         <div class="sphx-glr-sidebar-item binder-badge-sidebar">
-          <a href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.0?urlpath=lab/tree/notebooks/auto_examples/00_getting_started.ipynb">
+          <a href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.1?urlpath=lab/tree/notebooks/auto_examples/00_getting_started.ipynb">
             <img src="../_images/binder_badge_logo.svg" alt="Launch binder">
           </a>
         </div>
diff --git a/0.4/auto_examples/01_encodings.html b/0.4/auto_examples/01_encodings.html
index 9b7275744..614e7b997 100644
--- a/0.4/auto_examples/01_encodings.html
+++ b/0.4/auto_examples/01_encodings.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../_static/doctools.js?v=9bcbadda"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
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         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="Getting Started" href="00_getting_started.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -1254,41 +1254,41 @@ <h2>More details on encoding tabular data<a class="headerlink" href="#more-detai
       <th>department_SHF</th>
       <th>department_ZAH</th>
       <th>...</th>
-      <th>division: delivery, operations, collection</th>
-      <th>division: maintenance, facilities, finance</th>
-      <th>division: mechanical, projects, project</th>
-      <th>division: crimes, family, animal</th>
+      <th>division: planning, training, recruit</th>
+      <th>division: communications, communication, immunization</th>
+      <th>division: programs, program, commercial</th>
+      <th>division: operations, special, inspections</th>
       <th>assignment_category_Parttime-Regular</th>
-      <th>employee_position_title: officer, office, police</th>
-      <th>employee_position_title: firefighter, rescuer, fire</th>
-      <th>employee_position_title: district, therapist, artist</th>
+      <th>employee_position_title: worker, social, leader</th>
+      <th>employee_position_title: firefighter, rescuer, recruit</th>
       <th>employee_position_title: manager, projects, project</th>
-      <th>employee_position_title: correctional, correction, corporal</th>
-      <th>employee_position_title: liquor, clerk, store</th>
+      <th>employee_position_title: officer, office, traffic</th>
+      <th>employee_position_title: program, programs, paralegal</th>
       <th>employee_position_title: operator, bus, operations</th>
-      <th>employee_position_title: community, health, nurse</th>
-      <th>employee_position_title: program, programs, procurement</th>
+      <th>employee_position_title: services, service, building</th>
+      <th>employee_position_title: school, room, behavioral</th>
+      <th>employee_position_title: coordinator, coordinating, depot</th>
+      <th>employee_position_title: lieutenant, captain, chief</th>
+      <th>employee_position_title: information, technology, recreation</th>
       <th>employee_position_title: communications, telecommunications, safety</th>
-      <th>employee_position_title: master, registered, meter</th>
+      <th>employee_position_title: corporal, erp, behavioral</th>
+      <th>employee_position_title: administrative, principal, executive</th>
+      <th>employee_position_title: sergeant, police, cadet</th>
+      <th>employee_position_title: community, health, nurse</th>
+      <th>employee_position_title: enforcement, permitting, inspector</th>
       <th>employee_position_title: technician, mechanic, supply</th>
-      <th>employee_position_title: sergeant, cadet, emergency</th>
-      <th>employee_position_title: coordinator, transit, coordinating</th>
-      <th>employee_position_title: school, room, behavioral</th>
-      <th>employee_position_title: recreation, specialist, renovation</th>
-      <th>employee_position_title: captain, chief, mcfrs</th>
+      <th>employee_position_title: correctional, correction, records</th>
+      <th>employee_position_title: liquor, clerk, store</th>
       <th>employee_position_title: assistance, income, client</th>
-      <th>employee_position_title: accountant, assistant, library</th>
+      <th>employee_position_title: specialist, special, resource</th>
       <th>employee_position_title: candidate, sheriff, deputy</th>
-      <th>employee_position_title: enforcement, permitting, inspector</th>
-      <th>employee_position_title: information, technology, technologist</th>
-      <th>employee_position_title: crossing, purchasing, engineer</th>
-      <th>employee_position_title: administrative, legislative, principal</th>
       <th>employee_position_title: equipment, investment, investigator</th>
-      <th>employee_position_title: recruit, crew, director</th>
-      <th>employee_position_title: supervisor, services, service</th>
-      <th>employee_position_title: worker, social, leader</th>
-      <th>employee_position_title: lieutenant, attendant, shift</th>
-      <th>employee_position_title: warehouse, craftsworker, welfare</th>
+      <th>employee_position_title: accountant, assistant, library</th>
+      <th>employee_position_title: supervisory, supervisor, therapist</th>
+      <th>employee_position_title: master, meter, registered</th>
+      <th>employee_position_title: crossing, purchasing, background</th>
+      <th>employee_position_title: representative, legislative, customer</th>
+      <th>employee_position_title: warehouse, welfare, driver</th>
       <th>date_first_hired_year</th>
       <th>date_first_hired_month</th>
       <th>date_first_hired_day</th>
@@ -1340,41 +1340,41 @@ <h2>More details on encoding tabular data<a class="headerlink" href="#more-detai
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       <td>0.0</td>
       <td>...</td>
-      <td>0.074884</td>
-      <td>0.092854</td>
-      <td>0.078307</td>
-      <td>8.197827</td>
-      <td>0.0</td>
-      <td>0.098942</td>
-      <td>0.055057</td>
-      <td>0.052802</td>
-      <td>0.053968</td>
-      <td>0.061790</td>
-      <td>0.059048</td>
-      <td>0.068152</td>
-      <td>0.052509</td>
-      <td>0.050631</td>
-      <td>0.054020</td>
-      <td>0.055389</td>
-      <td>0.051507</td>
-      <td>0.080078</td>
-      <td>37.312138</td>
-      <td>0.051841</td>
-      <td>0.052077</td>
-      <td>0.055697</td>
-      <td>0.054469</td>
-      <td>0.051211</td>
-      <td>0.054090</td>
-      <td>0.054226</td>
-      <td>0.052995</td>
-      <td>0.052449</td>
-      <td>0.052702</td>
-      <td>0.055492</td>
-      <td>0.053772</td>
-      <td>0.093083</td>
-      <td>0.052653</td>
-      <td>0.053404</td>
-      <td>0.053808</td>
+      <td>0.082817</td>
+      <td>0.154468</td>
+      <td>0.074284</td>
+      <td>0.094923</td>
+      <td>0.0</td>
+      <td>0.052928</td>
+      <td>0.054615</td>
+      <td>0.053877</td>
+      <td>0.096158</td>
+      <td>0.050548</td>
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+      <td>0.054263</td>
+      <td>0.089004</td>
+      <td>0.080558</td>
       <td>2001.0</td>
       <td>4.0</td>
       <td>30.0</td>
@@ -2096,41 +2096,41 @@ <h2>More details on encoding tabular data<a class="headerlink" href="#more-detai
       <td>0.0</td>
       <td>0.0</td>
       <td>...</td>
-      <td>0.061877</td>
-      <td>1.207034</td>
-      <td>0.081957</td>
-      <td>0.069442</td>
-      <td>0.0</td>
-      <td>0.066945</td>
-      <td>0.065454</td>
-      <td>0.054240</td>
-      <td>11.917399</td>
-      <td>0.057817</td>
-      <td>0.054083</td>
-      <td>0.052116</td>
-      <td>0.052928</td>
-      <td>0.052938</td>
-      <td>0.050889</td>
-      <td>0.056144</td>
-      <td>0.054951</td>
-      <td>0.054575</td>
-      <td>0.051598</td>
-      <td>0.051459</td>
-      <td>0.050387</td>
-      <td>0.050002</td>
-      <td>0.051947</td>
-      <td>0.052572</td>
-      <td>0.055681</td>
-      <td>0.054719</td>
-      <td>0.052134</td>
-      <td>0.050170</td>
-      <td>0.050007</td>
-      <td>0.055083</td>
-      <td>0.056563</td>
-      <td>0.053435</td>
-      <td>0.069057</td>
-      <td>0.052741</td>
-      <td>0.051963</td>
+      <td>0.061615</td>
+      <td>0.053807</td>
+      <td>0.065210</td>
+      <td>0.074305</td>
+      <td>0.0</td>
+      <td>0.069796</td>
+      <td>0.063669</td>
+      <td>11.916446</td>
+      <td>0.067327</td>
+      <td>0.052390</td>
+      <td>0.052065</td>
+      <td>0.053999</td>
+      <td>0.051474</td>
+      <td>0.051560</td>
+      <td>0.051017</td>
+      <td>0.051591</td>
+      <td>0.050616</td>
+      <td>0.058933</td>
+      <td>0.050003</td>
+      <td>0.054506</td>
+      <td>0.052900</td>
+      <td>0.054672</td>
+      <td>0.055024</td>
+      <td>0.055207</td>
+      <td>0.053995</td>
+      <td>0.052122</td>
+      <td>0.054438</td>
+      <td>0.055048</td>
+      <td>0.055281</td>
+      <td>0.052588</td>
+      <td>0.052186</td>
+      <td>0.055989</td>
+      <td>0.050273</td>
+      <td>0.052700</td>
+      <td>0.052184</td>
       <td>2006.0</td>
       <td>9.0</td>
       <td>5.0</td>
@@ -2180,41 +2180,41 @@ <h2>More details on encoding tabular data<a class="headerlink" href="#more-detai
       <td>0.0</td>
       <td>0.0</td>
       <td>...</td>
-      <td>0.088402</td>
-      <td>0.089706</td>
-      <td>0.131998</td>
-      <td>0.060883</td>
-      <td>0.0</td>
-      <td>0.145858</td>
-      <td>0.052404</td>
-      <td>14.169421</td>
-      <td>0.053735</td>
-      <td>0.065921</td>
-      <td>0.061009</td>
-      <td>0.056679</td>
-      <td>0.060830</td>
-      <td>0.157709</td>
-      <td>0.077280</td>
-      <td>0.050855</td>
-      <td>0.062943</td>
-      <td>0.160130</td>
-      <td>0.061452</td>
-      <td>0.138080</td>
-      <td>1.325146</td>
-      <td>0.053543</td>
-      <td>0.114123</td>
-      <td>0.134936</td>
-      <td>0.055747</td>
-      <td>34.685600</td>
-      <td>0.164015</td>
-      <td>7.633206</td>
-      <td>0.055286</td>
-      <td>0.098017</td>
-      <td>0.050976</td>
-      <td>0.061336</td>
-      <td>0.074624</td>
-      <td>0.055372</td>
-      <td>0.063769</td>
+      <td>1.608304</td>
+      <td>34.943043</td>
+      <td>0.085973</td>
+      <td>0.082096</td>
+      <td>0.0</td>
+      <td>0.067062</td>
+      <td>0.052044</td>
+      <td>0.053493</td>
+      <td>0.125066</td>
+      <td>0.084969</td>
+      <td>0.056526</td>
+      <td>0.057051</td>
+      <td>0.121219</td>
+      <td>0.061451</td>
+      <td>0.054000</td>
+      <td>0.105740</td>
+      <td>0.062261</td>
+      <td>0.064484</td>
+      <td>0.054136</td>
+      <td>0.169034</td>
+      <td>0.059416</td>
+      <td>33.913448</td>
+      <td>0.059875</td>
+      <td>0.059854</td>
+      <td>0.058891</td>
+      <td>0.086960</td>
+      <td>16.189983</td>
+      <td>0.053122</td>
+      <td>0.088644</td>
+      <td>0.139414</td>
+      <td>0.066175</td>
+      <td>0.050775</td>
+      <td>7.851315</td>
+      <td>0.060499</td>
+      <td>0.073091</td>
       <td>2012.0</td>
       <td>1.0</td>
       <td>30.0</td>
@@ -3703,8 +3703,8 @@ <h2>A simple Pipeline for tabular data<a class="headerlink" href="#a-simple-pipe
 <span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;mean fit time: </span><span class="si">{</span><a href="https://numpy.org/doc/stable/reference/generated/numpy.mean.html#numpy.mean" title="numpy.mean" class="sphx-glr-backref-module-numpy sphx-glr-backref-type-py-function"><span class="n">np</span><span class="o">.</span><span class="n">mean</span></a><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">results</span></a><span class="p">[</span><span class="s1">&#39;fit_time&#39;</span><span class="p">])</span><span class="si">:</span><span class="s2">.3f</span><span class="si">}</span><span class="s2"> seconds&quot;</span><span class="p">)</span>
 </pre></div>
 </div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>R2 score:  mean: 0.923; std: 0.013
-mean fit time: 5.811 seconds
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>R2 score:  mean: 0.922; std: 0.010
+mean fit time: 5.518 seconds
 </pre></div>
 </div>
 </section>
@@ -3753,7 +3753,7 @@ <h2>Specializing the TableVectorizer for HistGradientBoosting<a class="headerlin
 </pre></div>
 </div>
 <div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>R2 score:  mean: 0.911; std: 0.014
-mean fit time: 0.927 seconds
+mean fit time: 0.961 seconds
 </pre></div>
 </div>
 <p>We can see that this new pipeline achieves a similar score but is fitted much faster.
@@ -4245,10 +4245,10 @@ <h2>Conclusion<a class="headerlink" href="#conclusion" title="Link to this headi
 <p>We saw that by default, it works well on a heterogeneous dataset.</p>
 <p>To better understand our dataset, and without much effort, we were also able
 to plot the feature importances.</p>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (1 minutes 10.168 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (1 minutes 7.787 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-01-encodings-py">
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+<a class="reference external image-reference" href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.1?urlpath=lab/tree/notebooks/auto_examples/01_encodings.ipynb"><img alt="Launch binder" src="../_images/binder_badge_logo.svg" style="width: 150px;" />
 </a>
 </div>
 <div class="lite-badge docutils container">
@@ -4388,7 +4388,7 @@ <h2>Conclusion<a class="headerlink" href="#conclusion" title="Link to this headi
     
       
         <div class="sphx-glr-sidebar-item binder-badge-sidebar">
-          <a href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.0?urlpath=lab/tree/notebooks/auto_examples/01_encodings.ipynb">
+          <a href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.1?urlpath=lab/tree/notebooks/auto_examples/01_encodings.ipynb">
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index e306e77da..3d13df062 100644
--- a/0.4/auto_examples/02_text_with_string_encoders.html
+++ b/0.4/auto_examples/02_text_with_string_encoders.html
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   <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../_static/doctools.js?v=9bcbadda"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
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-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="Encoding: from a dataframe to a numerical matrix for machine learning" href="01_encodings.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -579,8 +579,8 @@ <h2>The Toxicity dataset<a class="headerlink" href="#the-toxicity-dataset" title
 </div>
 <div class="output_subarea output_html rendered_html output_result">
 
-<div id="report_11094f8a-wrapper" hidden>
-    <template id="report_11094f8a-template">
+<div id="report_da47d5a5-wrapper" hidden>
+    <template id="report_da47d5a5-template">
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@@ -1779,7 +1779,7 @@ <h2>The Toxicity dataset<a class="headerlink" href="#the-toxicity-dataset" title
 
 
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-                id="bae0f908"
+                id="db7a4df2"
                 class="table-cell ellided-short "
 
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@@ -1809,7 +1809,7 @@ <h2>The Toxicity dataset<a class="headerlink" href="#the-toxicity-dataset" title
 
 
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-                id="49f03770"
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@@ -1843,7 +1843,7 @@ <h2>The Toxicity dataset<a class="headerlink" href="#the-toxicity-dataset" title
 
 
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-                id="afa6631d"
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@@ -1891,7 +1891,7 @@ <h2>The Toxicity dataset<a class="headerlink" href="#the-toxicity-dataset" title
 
 
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-                id="5646a65d"
+                id="3d69be8f"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -1919,7 +1919,7 @@ <h2>The Toxicity dataset<a class="headerlink" href="#the-toxicity-dataset" title
 
 
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                 class="table-cell ellided-short clickable"
 
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@@ -1955,7 +1955,7 @@ <h2>The Toxicity dataset<a class="headerlink" href="#the-toxicity-dataset" title
 
 
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-                id="93bdf3be"
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-                id="74b9eebb"
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                 class="table-cell ellided-short clickable"
 
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-                id="6c3c4ede"
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@@ -2047,7 +2047,7 @@ <h2>The Toxicity dataset<a class="headerlink" href="#the-toxicity-dataset" title
 
 
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+                id="cc06910d"
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-                id="500b2cd8"
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@@ -2139,7 +2139,7 @@ <h2>The Toxicity dataset<a class="headerlink" href="#the-toxicity-dataset" title
 
 
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-                id="a60de83c"
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@@ -2173,7 +2173,7 @@ <h2>The Toxicity dataset<a class="headerlink" href="#the-toxicity-dataset" title
 
 
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-                id="261b6335"
+                id="26cbe1dc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -2265,7 +2265,7 @@ <h2>The Toxicity dataset<a class="headerlink" href="#the-toxicity-dataset" title
 
 
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-                id="5bcd2e9d"
+                id="3dbb8463"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -2293,7 +2293,7 @@ <h2>The Toxicity dataset<a class="headerlink" href="#the-toxicity-dataset" title
 
 
                 <td
-                id="b3f62fdc"
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-                id="694222e3"
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                 class="table-cell ellided-short clickable"
 
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-                id="f1adb97f"
+                id="a497670c"
                 class="table-cell ellided-short clickable"
 
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@@ -2489,7 +2489,7 @@ <h2>The Toxicity dataset<a class="headerlink" href="#the-toxicity-dataset" title
 
 
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-                id="7a277e71"
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                 class="table-cell ellided-short clickable"
 
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                 <td
-                id="50dcdcc0"
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                 class="table-cell ellided-short clickable"
 
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-                id="a643acb5"
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-                id="7e6c703b"
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                 class="table-cell ellided-short clickable"
 
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@@ -2713,7 +2713,7 @@ <h2>The Toxicity dataset<a class="headerlink" href="#the-toxicity-dataset" title
 
 
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                 class="table-cell ellided-short clickable"
 
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-                id="2f4095cd"
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@@ -2777,7 +2777,7 @@ <h2>The Toxicity dataset<a class="headerlink" href="#the-toxicity-dataset" title
 
 
                 <th
-                id="6fee949e"
+                id="4e7bba2a"
                 class="table-cell ellided-short clickable"
 
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@@ -2805,7 +2805,7 @@ <h2>The Toxicity dataset<a class="headerlink" href="#the-toxicity-dataset" title
 
 
                 <td
-                id="cd102524"
+                id="279df1d6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -2835,7 +2835,7 @@ <h2>The Toxicity dataset<a class="headerlink" href="#the-toxicity-dataset" title
 
 
                 <td
-                id="37d17e21"
+                id="4b65394c"
                 class="table-cell ellided-short clickable"
 
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 L 206.684375 149.086214
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@@ -4491,7 +4491,7 @@ <h3 class="margin-r-m">
     <g id="ytick_7">
      <g id="line2d_9">
       <g>
-       <use xlink:href="#mfac4c33e5b" x="206.684375" y="74.281019" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mcdfe21e3a0" x="206.684375" y="74.281019" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_9">
@@ -4501,7 +4501,7 @@ <h3 class="margin-r-m">
     <g id="ytick_8">
      <g id="line2d_10">
       <g>
-       <use xlink:href="#mfac4c33e5b" x="206.684375" y="60.922949" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mcdfe21e3a0" x="206.684375" y="60.922949" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_10">
@@ -4511,7 +4511,7 @@ <h3 class="margin-r-m">
     <g id="ytick_9">
      <g id="line2d_11">
       <g>
-       <use xlink:href="#mfac4c33e5b" x="206.684375" y="47.564878" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mcdfe21e3a0" x="206.684375" y="47.564878" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_11">
@@ -4521,7 +4521,7 @@ <h3 class="margin-r-m">
     <g id="ytick_10">
      <g id="line2d_12">
       <g>
-       <use xlink:href="#mfac4c33e5b" x="206.684375" y="34.206808" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mcdfe21e3a0" x="206.684375" y="34.206808" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_12">
@@ -4575,7 +4575,7 @@ <h3 class="margin-r-m">
   </g>
  </g>
  <defs>
-  <clipPath id="pa32c316d3f">
+  <clipPath id="pdb8e26d6eb">
    <rect x="206.684375" y="22.318125" width="72" height="144"/>
   </clipPath>
  </defs>
@@ -4899,7 +4899,7 @@ <h3 class="margin-r-m">
   <rdf:RDF xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:cc="http://creativecommons.org/ns#" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
    <cc:Work>
     <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
-    <dc:date>2024-12-11T19:14:58.585544</dc:date>
+    <dc:date>2024-12-11T19:24:52.719701</dc:date>
     <dc:format>image/svg+xml</dc:format>
     <dc:creator>
      <cc:Agent>
@@ -4928,7 +4928,7 @@ <h3 class="margin-r-m">
 L 127.605503 23.054545
 L 59.307812 23.054545
 z
-" clip-path="url(#pc9e0489e13)" style="fill: #ee854a"/>
+" clip-path="url(#p104b2c6fee)" style="fill: #ee854a"/>
    </g>
    <g id="patch_3">
     <path d="M 59.307812 20.145455
@@ -4936,18 +4936,18 @@ <h3 class="margin-r-m">
 L 127.879241 8.509091
 L 59.307812 8.509091
 z
-" clip-path="url(#pc9e0489e13)" style="fill: #ee854a"/>
+" clip-path="url(#p104b2c6fee)" style="fill: #ee854a"/>
    </g>
    <g id="matplotlib.axis_1">
     <g id="xtick_1">
      <g id="line2d_1">
       <defs>
-       <path id="m980534afaa" d="M 0 0
+       <path id="m8e219193f1" d="M 0 0
 L 0 3.5
 " style="stroke: #000000; stroke-width: 0.8"/>
       </defs>
       <g>
-       <use xlink:href="#m980534afaa" x="59.307812" y="36" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m8e219193f1" x="59.307812" y="36" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_1">
@@ -4957,7 +4957,7 @@ <h3 class="margin-r-m">
     <g id="xtick_2">
      <g id="line2d_2">
       <g>
-       <use xlink:href="#m980534afaa" x="127.742372" y="36" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m8e219193f1" x="127.742372" y="36" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_2">
@@ -4969,12 +4969,12 @@ <h3 class="margin-r-m">
     <g id="ytick_1">
      <g id="line2d_3">
       <defs>
-       <path id="m279ac575a2" d="M 0 0
+       <path id="m4287811e49" d="M 0 0
 L -3.5 0
 " style="stroke: #000000; stroke-width: 0.8"/>
       </defs>
       <g>
-       <use xlink:href="#m279ac575a2" x="59.307812" y="28.872727" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m4287811e49" x="59.307812" y="28.872727" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_3">
@@ -4984,7 +4984,7 @@ <h3 class="margin-r-m">
     <g id="ytick_2">
      <g id="line2d_4">
       <g>
-       <use xlink:href="#m279ac575a2" x="59.307812" y="14.327273" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m4287811e49" x="59.307812" y="14.327273" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_4">
@@ -5011,7 +5011,7 @@ <h3 class="margin-r-m">
   </g>
  </g>
  <defs>
-  <clipPath id="pc9e0489e13">
+  <clipPath id="p104b2c6fee">
    <rect x="59.307812" y="7.2" width="72" height="28.8"/>
   </clipPath>
  </defs>
@@ -5162,7 +5162,7 @@ <h3 class="margin-r-m">
         </div>
     </template>
 
-    <skrub-table-report class="report" id="report_11094f8a">
+    <skrub-table-report class="report" id="report_da47d5a5">
     </skrub-table-report>
 
     <script type="module">
@@ -6193,7 +6193,7 @@ <h3 class="margin-r-m">
     </script>
 </div>
 
-<div id="report_11094f8a-wrapper-fallback">
+<div id="report_da47d5a5-wrapper-fallback">
     <h2>Please enable javascript</h2>
     <p>
         The skrub table reports need javascript to display correctly. If you are
@@ -6204,8 +6204,8 @@ <h2>Please enable javascript</h2>
 </div>
 
 <script>
- document.getElementById("report_11094f8a-wrapper").removeAttribute("hidden");
- document.getElementById("report_11094f8a-wrapper-fallback").setAttribute("hidden", "");
+ document.getElementById("report_da47d5a5-wrapper").removeAttribute("hidden");
+ document.getElementById("report_da47d5a5-wrapper-fallback").setAttribute("hidden", "");
 </script>
 </div>
 <br />
@@ -6233,8 +6233,8 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 </div>
 <div class="output_subarea output_html rendered_html output_result">
 
-<div id="report_5b3a57e6-wrapper" hidden>
-    <template id="report_5b3a57e6-template">
+<div id="report_0e6008b2-wrapper" hidden>
+    <template id="report_0e6008b2-template">
         <style>
          /*!
 Pure v3.0.0
@@ -7327,7 +7327,7 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
         </div>
         <div class="column-filter" data-manager="InvisibleInAssociationsTabPanel">
     <select data-manager="ColumnFilter"
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             data-test="column-filter-select"
             autocomplete="off">
         <optgroup label="Select columns to show:">
@@ -7438,7 +7438,7 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 
                 <th
-                id="cc128112"
+                id="a87326c8"
                 class="table-cell ellided-short "
 
                 data-role="padding"
@@ -7468,7 +7468,7 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 
                 <th
-                id="9492ad49"
+                id="f50748c8"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -7502,7 +7502,7 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 
                 <th
-                id="b9634c11"
+                id="0635af95"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -7527,16 +7527,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="2"
                 colspan="1"
-                data-value-repr="&#39;text: trumpvirus, trump2020, losertrump&#39;"
-                data-value-str="text: trumpvirus, trump2020, losertrump"
+                data-value-repr="&#39;text: suspenders, skinhead, remember&#39;"
+                data-value-str="text: suspenders, skinhead, remember"
 
                 data-column-idx="1"
 
-                >text: trumpvirus, trump2020, losertrump</th>
+                >text: suspenders, skinhead, remember</th>
 
 
                 <th
-                id="05999548"
+                id="044be608"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -7561,16 +7561,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="2"
                 colspan="1"
-                data-value-repr="&#39;text: government, governments, destroying&#39;"
-                data-value-str="text: government, governments, destroying"
+                data-value-repr="&#39;text: bitchymitchy, stupidity, stupid&#39;"
+                data-value-str="text: bitchymitchy, stupidity, stupid"
 
                 data-column-idx="2"
 
-                >text: government, governments, destroying</th>
+                >text: bitchymitchy, stupidity, stupid</th>
 
 
                 <th
-                id="7f1d184d"
+                id="50b16228"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -7595,16 +7595,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="2"
                 colspan="1"
-                data-value-repr="&#39;text: interview, japanese, meantime&#39;"
-                data-value-str="text: interview, japanese, meantime"
+                data-value-repr="&#39;text: boycotthollywood, hollywood, assholes&#39;"
+                data-value-str="text: boycotthollywood, hollywood, assholes"
 
                 data-column-idx="3"
 
-                >text: interview, japanese, meantime</th>
+                >text: boycotthollywood, hollywood, assholes</th>
 
 
                 <th
-                id="92104fc6"
+                id="61b75c0b"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -7629,16 +7629,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="2"
                 colspan="1"
-                data-value-repr="&#39;text: technical, involved, literally&#39;"
-                data-value-str="text: technical, involved, literally"
+                data-value-repr="&#39;text: blackmailed, congress, soooooo&#39;"
+                data-value-str="text: blackmailed, congress, soooooo"
 
                 data-column-idx="4"
 
-                >text: technical, involved, literally</th>
+                >text: blackmailed, congress, soooooo</th>
 
 
                 <th
-                id="122f7bbd"
+                id="76fd94f3"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -7663,16 +7663,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="2"
                 colspan="1"
-                data-value-repr="&#39;text: promised, promises, promote&#39;"
-                data-value-str="text: promised, promises, promote"
+                data-value-repr="&#39;text: nxhcplzrecw, friends, unfriend&#39;"
+                data-value-str="text: nxhcplzrecw, friends, unfriend"
 
                 data-column-idx="5"
 
-                >text: promised, promises, promote</th>
+                >text: nxhcplzrecw, friends, unfriend</th>
 
 
                 <th
-                id="a3f77278"
+                id="d52ed27e"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -7697,16 +7697,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="2"
                 colspan="1"
-                data-value-repr="&#39;text: emblazoned, gargantuan, changing&#39;"
-                data-value-str="text: emblazoned, gargantuan, changing"
+                data-value-repr="&#39;text: lackluster, shyvana, titanic&#39;"
+                data-value-str="text: lackluster, shyvana, titanic"
 
                 data-column-idx="6"
 
-                >text: emblazoned, gargantuan, changing</th>
+                >text: lackluster, shyvana, titanic</th>
 
 
                 <th
-                id="3ea2c127"
+                id="3091a91d"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -7731,16 +7731,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="2"
                 colspan="1"
-                data-value-repr="&#39;text: participation, annoyance, redundant&#39;"
-                data-value-str="text: participation, annoyance, redundant"
+                data-value-repr="&#39;text: requiem, morgana, melancholy&#39;"
+                data-value-str="text: requiem, morgana, melancholy"
 
                 data-column-idx="7"
 
-                >text: participation, annoyance, redundant</th>
+                >text: requiem, morgana, melancholy</th>
 
 
                 <th
-                id="4571d36d"
+                id="2abba64a"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -7765,16 +7765,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="2"
                 colspan="1"
-                data-value-repr="&#39;text: eurydice, originally, original&#39;"
-                data-value-str="text: eurydice, originally, original"
+                data-value-repr="&#39;text: emblazoned, confederate, gargantuan&#39;"
+                data-value-str="text: emblazoned, confederate, gargantuan"
 
                 data-column-idx="8"
 
-                >text: eurydice, originally, original</th>
+                >text: emblazoned, confederate, gargantuan</th>
 
 
                 <th
-                id="b95b04e9"
+                id="fcbf3d64"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -7799,16 +7799,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="2"
                 colspan="1"
-                data-value-repr="&#39;text: definitely, neighbors, electricity&#39;"
-                data-value-str="text: definitely, neighbors, electricity"
+                data-value-repr="&#39;text: nvrseqrvrqrqrr, should, illegally&#39;"
+                data-value-str="text: nvrseqrvrqrqrr, should, illegally"
 
                 data-column-idx="9"
 
-                >text: definitely, neighbors, electricity</th>
+                >text: nvrseqrvrqrqrr, should, illegally</th>
 
 
                 <th
-                id="21a73b03"
+                id="9ff1538f"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -7833,16 +7833,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="2"
                 colspan="1"
-                data-value-repr="&#39;text: mississippi, teammates, beautifuls&#39;"
-                data-value-str="text: mississippi, teammates, beautifuls"
+                data-value-repr="&#39;text: yourselves, pseudoscience, ourselves&#39;"
+                data-value-str="text: yourselves, pseudoscience, ourselves"
 
                 data-column-idx="10"
 
-                >text: mississippi, teammates, beautifuls</th>
+                >text: yourselves, pseudoscience, ourselves</th>
 
 
                 <th
-                id="91be18ec"
+                id="51e1668f"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -7867,16 +7867,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="2"
                 colspan="1"
-                data-value-repr="&#39;text: infrastructure, president, investment&#39;"
-                data-value-str="text: infrastructure, president, investment"
+                data-value-repr="&#39;text: governments, commandments, government&#39;"
+                data-value-str="text: governments, commandments, government"
 
                 data-column-idx="11"
 
-                >text: infrastructure, president, investment</th>
+                >text: governments, commandments, government</th>
 
 
                 <th
-                id="927535a2"
+                id="85a2191b"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -7901,16 +7901,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="2"
                 colspan="1"
-                data-value-repr="&#39;text: goinggoinggoing, awkwardly, background&#39;"
-                data-value-str="text: goinggoinggoing, awkwardly, background"
+                data-value-repr="&#39;text: suicide, fucking, quirky&#39;"
+                data-value-str="text: suicide, fucking, quirky"
 
                 data-column-idx="12"
 
-                >text: goinggoinggoing, awkwardly, background</th>
+                >text: suicide, fucking, quirky</th>
 
 
                 <th
-                id="e60219c2"
+                id="4090cf64"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -7935,16 +7935,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="2"
                 colspan="1"
-                data-value-repr="&#39;text: terrorists, democrats, democraps&#39;"
-                data-value-str="text: terrorists, democrats, democraps"
+                data-value-repr="&#39;text: trumptards, withdrawal, abandoning&#39;"
+                data-value-str="text: trumptards, withdrawal, abandoning"
 
                 data-column-idx="13"
 
-                >text: terrorists, democrats, democraps</th>
+                >text: trumptards, withdrawal, abandoning</th>
 
 
                 <th
-                id="7c70d816"
+                id="34e4c4bc"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -7969,16 +7969,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="2"
                 colspan="1"
-                data-value-repr="&#39;text: importantly, activities, exterminates&#39;"
-                data-value-str="text: importantly, activities, exterminates"
+                data-value-repr="&#39;text: absolutely, completely, absolute&#39;"
+                data-value-str="text: absolutely, completely, absolute"
 
                 data-column-idx="14"
 
-                >text: importantly, activities, exterminates</th>
+                >text: absolutely, completely, absolute</th>
 
 
                 <th
-                id="ec637732"
+                id="71e1a36c"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -8003,16 +8003,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="2"
                 colspan="1"
-                data-value-repr="&#39;text: congress, prosecuting, blackmailed&#39;"
-                data-value-str="text: congress, prosecuting, blackmailed"
+                data-value-repr="&#39;text: conservatives, consequences, preservatives&#39;"
+                data-value-str="text: conservatives, consequences, preservatives"
 
                 data-column-idx="15"
 
-                >text: congress, prosecuting, blackmailed</th>
+                >text: conservatives, consequences, preservatives</th>
 
 
                 <th
-                id="2125deb5"
+                id="7443d4a6"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -8037,16 +8037,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="2"
                 colspan="1"
-                data-value-repr="&#39;text: previously, lackluster, survivability&#39;"
-                data-value-str="text: previously, lackluster, survivability"
+                data-value-repr="&#39;text: beautifuls, beautiful, utm_medium&#39;"
+                data-value-str="text: beautifuls, beautiful, utm_medium"
 
                 data-column-idx="16"
 
-                >text: previously, lackluster, survivability</th>
+                >text: beautifuls, beautiful, utm_medium</th>
 
 
                 <th
-                id="47799729"
+                id="7500be9a"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -8071,16 +8071,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="2"
                 colspan="1"
-                data-value-repr="&#39;text: yourselves, ourselves, yourself&#39;"
-                data-value-str="text: yourselves, ourselves, yourself"
+                data-value-repr="&#39;text: afghanistan, campaigned, bragged&#39;"
+                data-value-str="text: afghanistan, campaigned, bragged"
 
                 data-column-idx="17"
 
-                >text: yourselves, ourselves, yourself</th>
+                >text: afghanistan, campaigned, bragged</th>
 
 
                 <th
-                id="9462cba6"
+                id="25aa4eea"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -8105,16 +8105,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="2"
                 colspan="1"
-                data-value-repr="&#39;text: republican, mythology, republic&#39;"
-                data-value-str="text: republican, mythology, republic"
+                data-value-repr="&#39;text: impeachment, misdemeanors, eligibility&#39;"
+                data-value-str="text: impeachment, misdemeanors, eligibility"
 
                 data-column-idx="18"
 
-                >text: republican, mythology, republic</th>
+                >text: impeachment, misdemeanors, eligibility</th>
 
 
                 <th
-                id="7db396e0"
+                id="806e21dc"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -8139,16 +8139,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="2"
                 colspan="1"
-                data-value-repr="&#39;text: melancholy, morgana, requiem&#39;"
-                data-value-str="text: melancholy, morgana, requiem"
+                data-value-repr="&#39;text: castellano, underboss, dellacroce&#39;"
+                data-value-str="text: castellano, underboss, dellacroce"
 
                 data-column-idx="19"
 
-                >text: melancholy, morgana, requiem</th>
+                >text: castellano, underboss, dellacroce</th>
 
 
                 <th
-                id="757d6503"
+                id="3c0f6193"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -8173,16 +8173,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="2"
                 colspan="1"
-                data-value-repr="&#39;text: specifically, experience, experienced&#39;"
-                data-value-str="text: specifically, experience, experienced"
+                data-value-repr="&#39;text: volunteering, interview, intimidated&#39;"
+                data-value-str="text: volunteering, interview, intimidated"
 
                 data-column-idx="20"
 
-                >text: specifically, experience, experienced</th>
+                >text: volunteering, interview, intimidated</th>
 
 
                 <th
-                id="2175233e"
+                id="bca46789"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -8207,16 +8207,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="2"
                 colspan="1"
-                data-value-repr="&#39;text: pedophile, pedophiles, pfffffft&#39;"
-                data-value-str="text: pedophile, pedophiles, pfffffft"
+                data-value-repr="&#39;text: interesting, supporters, interested&#39;"
+                data-value-str="text: interesting, supporters, interested"
 
                 data-column-idx="21"
 
-                >text: pedophile, pedophiles, pfffffft</th>
+                >text: interesting, supporters, interested</th>
 
 
                 <th
-                id="cdb71742"
+                id="86b5cc1f"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -8241,16 +8241,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="2"
                 colspan="1"
-                data-value-repr="&#39;text: cuntmila, pizzaaaa, lowlifescumbag&#39;"
-                data-value-str="text: cuntmila, pizzaaaa, lowlifescumbag"
+                data-value-repr="&#39;text: barzini, michael, timeline&#39;"
+                data-value-str="text: barzini, michael, timeline"
 
                 data-column-idx="22"
 
-                >text: cuntmila, pizzaaaa, lowlifescumbag</th>
+                >text: barzini, michael, timeline</th>
 
 
                 <th
-                id="849b7730"
+                id="b17ad9dd"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -8275,16 +8275,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="2"
                 colspan="1"
-                data-value-repr="&#39;text: congratulations, americans, financial&#39;"
-                data-value-str="text: congratulations, americans, financial"
+                data-value-repr="&#39;text: pokémon, calderon, wondering&#39;"
+                data-value-str="text: pokémon, calderon, wondering"
 
                 data-column-idx="23"
 
-                >text: congratulations, americans, financial</th>
+                >text: pokémon, calderon, wondering</th>
 
 
                 <th
-                id="d48d4938"
+                id="44567eca"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -8309,16 +8309,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="2"
                 colspan="1"
-                data-value-repr="&#39;text: fucking, suicide, fuckin&#39;"
-                data-value-str="text: fucking, suicide, fuckin"
+                data-value-repr="&#39;text: insurrectionist, amerikkklans, bankruptcies&#39;"
+                data-value-str="text: insurrectionist, amerikkklans, bankruptcies"
 
                 data-column-idx="24"
 
-                >text: fucking, suicide, fuckin</th>
+                >text: insurrectionist, amerikkklans, bankruptcies</th>
 
 
                 <th
-                id="13230a87"
+                id="13c04811"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -8343,16 +8343,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="2"
                 colspan="1"
-                data-value-repr="&#39;text: destroyed, decoding, pallets&#39;"
-                data-value-str="text: destroyed, decoding, pallets"
+                data-value-repr="&#39;text: fuckcancelculture, fuckliberals, cancelculture&#39;"
+                data-value-str="text: fuckcancelculture, fuckliberals, cancelculture"
 
                 data-column-idx="25"
 
-                >text: destroyed, decoding, pallets</th>
+                >text: fuckcancelculture, fuckliberals, cancelculture</th>
 
 
                 <th
-                id="a0340a94"
+                id="c9bd687c"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -8377,16 +8377,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="2"
                 colspan="1"
-                data-value-repr="&#39;text: communicated, communications, departments&#39;"
-                data-value-str="text: communicated, communications, departments"
+                data-value-repr="&#39;text: johnson, vaccine, august&#39;"
+                data-value-str="text: johnson, vaccine, august"
 
                 data-column-idx="26"
 
-                >text: communicated, communications, departments</th>
+                >text: johnson, vaccine, august</th>
 
 
                 <th
-                id="9646fc48"
+                id="59b14e1b"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -8411,16 +8411,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="2"
                 colspan="1"
-                data-value-repr="&#39;text: johnson, vaccine, recently&#39;"
-                data-value-str="text: johnson, vaccine, recently"
+                data-value-repr="&#39;text: unrelentless, relentlessly, unverified&#39;"
+                data-value-str="text: unrelentless, relentlessly, unverified"
 
                 data-column-idx="27"
 
-                >text: johnson, vaccine, recently</th>
+                >text: unrelentless, relentlessly, unverified</th>
 
 
                 <th
-                id="aad3e4f0"
+                id="1e983e7e"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -8445,16 +8445,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="2"
                 colspan="1"
-                data-value-repr="&#39;text: nvrseqrvrqrqrr, concepts, utm_source&#39;"
-                data-value-str="text: nvrseqrvrqrqrr, concepts, utm_source"
+                data-value-repr="&#39;text: obviously, tripping, compared&#39;"
+                data-value-str="text: obviously, tripping, compared"
 
                 data-column-idx="28"
 
-                >text: nvrseqrvrqrqrr, concepts, utm_source</th>
+                >text: obviously, tripping, compared</th>
 
 
                 <th
-                id="12e94a85"
+                id="5b586055"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -8479,16 +8479,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="2"
                 colspan="1"
-                data-value-repr="&#39;text: deepening, between, bitchymitchy&#39;"
-                data-value-str="text: deepening, between, bitchymitchy"
+                data-value-repr="&#39;text: republicans, republican, mythology&#39;"
+                data-value-str="text: republicans, republican, mythology"
 
                 data-column-idx="29"
 
-                >text: deepening, between, bitchymitchy</th>
+                >text: republicans, republican, mythology</th>
 
 
                 <th
-                id="d8dcce13"
+                id="dcd58be0"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -8513,12 +8513,12 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="2"
                 colspan="1"
-                data-value-repr="&#39;text: something, seasoning, already&#39;"
-                data-value-str="text: something, seasoning, already"
+                data-value-repr="&#39;text: international, missionaries, activities&#39;"
+                data-value-str="text: international, missionaries, activities"
 
                 data-column-idx="30"
 
-                >text: something, seasoning, already</th>
+                >text: international, missionaries, activities</th>
 
             </tr>
 
@@ -8536,7 +8536,7 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 
                 <th
-                id="54f2cdbb"
+                id="631fbe94"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -8564,7 +8564,7 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 
                 <td
-                id="a7352ec0"
+                id="8a216e3c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -8600,7 +8600,7 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 
                 <td
-                id="ef0eac71"
+                id="2ef980b2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -8621,16 +8621,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="1.2127516854023568"
-                data-value-str="1.2127516854023568"
+                data-value-repr="4.282430381164012"
+                data-value-str="4.282430381164012"
 
                 data-column-idx="1"
 
-                >1.2127516854023568</td>
+                >4.282430381164012</td>
 
 
                 <td
-                id="f996525d"
+                id="20ea382c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -8651,16 +8651,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="94.63024338461948"
-                data-value-str="94.63024338461948"
+                data-value-repr="0.17251740099526192"
+                data-value-str="0.17251740099526192"
 
                 data-column-idx="2"
 
-                >94.63024338461948</td>
+                >0.17251740099526192</td>
 
 
                 <td
-                id="f22de93c"
+                id="2be30dc1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -8681,16 +8681,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="1.1154467349108477"
-                data-value-str="1.1154467349108477"
+                data-value-repr="1.160670117420688"
+                data-value-str="1.160670117420688"
 
                 data-column-idx="3"
 
-                >1.1154467349108477</td>
+                >1.160670117420688</td>
 
 
                 <td
-                id="d5ef327c"
+                id="328f12e6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -8711,16 +8711,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.46666249306342034"
-                data-value-str="0.46666249306342034"
+                data-value-repr="20.580875566552557"
+                data-value-str="20.580875566552557"
 
                 data-column-idx="4"
 
-                >0.46666249306342034</td>
+                >20.580875566552557</td>
 
 
                 <td
-                id="50698840"
+                id="86424bf9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -8741,16 +8741,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.34354818085703437"
-                data-value-str="0.34354818085703437"
+                data-value-repr="0.2738336242103626"
+                data-value-str="0.2738336242103626"
 
                 data-column-idx="5"
 
-                >0.34354818085703437</td>
+                >0.2738336242103626</td>
 
 
                 <td
-                id="98797ee5"
+                id="56cdca04"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -8771,16 +8771,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="15.606353543251451"
-                data-value-str="15.606353543251451"
+                data-value-repr="0.9694323925383261"
+                data-value-str="0.9694323925383261"
 
                 data-column-idx="6"
 
-                >15.606353543251451</td>
+                >0.9694323925383261</td>
 
 
                 <td
-                id="ddde3df4"
+                id="a5fd25ed"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -8801,16 +8801,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="22.00889226997393"
-                data-value-str="22.00889226997393"
+                data-value-repr="0.8171037894194053"
+                data-value-str="0.8171037894194053"
 
                 data-column-idx="7"
 
-                >22.00889226997393</td>
+                >0.8171037894194053</td>
 
 
                 <td
-                id="af5908e6"
+                id="25082a91"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -8831,16 +8831,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.521575100480721"
-                data-value-str="0.521575100480721"
+                data-value-repr="12.7243292822534"
+                data-value-str="12.7243292822534"
 
                 data-column-idx="8"
 
-                >0.521575100480721</td>
+                >12.7243292822534</td>
 
 
                 <td
-                id="57f523c6"
+                id="c7b833cc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -8861,16 +8861,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="116.84288886317819"
-                data-value-str="116.84288886317819"
+                data-value-repr="84.73964702675238"
+                data-value-str="84.73964702675238"
 
                 data-column-idx="9"
 
-                >116.84288886317819</td>
+                >84.73964702675238</td>
 
 
                 <td
-                id="b35f9463"
+                id="7ae7a321"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -8891,16 +8891,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="61.874714696292195"
-                data-value-str="61.874714696292195"
+                data-value-repr="0.2984466949493928"
+                data-value-str="0.2984466949493928"
 
                 data-column-idx="10"
 
-                >61.874714696292195</td>
+                >0.2984466949493928</td>
 
 
                 <td
-                id="f9409b62"
+                id="d6fa82df"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -8921,16 +8921,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="20.48564421426765"
-                data-value-str="20.48564421426765"
+                data-value-repr="71.4415532909805"
+                data-value-str="71.4415532909805"
 
                 data-column-idx="11"
 
-                >20.48564421426765</td>
+                >71.4415532909805</td>
 
 
                 <td
-                id="cb079d8a"
+                id="b44b0568"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -8951,16 +8951,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="29.15833972147663"
-                data-value-str="29.15833972147663"
+                data-value-repr="22.669408831153564"
+                data-value-str="22.669408831153564"
 
                 data-column-idx="12"
 
-                >29.15833972147663</td>
+                >22.669408831153564</td>
 
 
                 <td
-                id="c690f702"
+                id="65a747ea"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -8981,16 +8981,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.23636347349375506"
-                data-value-str="0.23636347349375506"
+                data-value-repr="0.4820724267030399"
+                data-value-str="0.4820724267030399"
 
                 data-column-idx="13"
 
-                >0.23636347349375506</td>
+                >0.4820724267030399</td>
 
 
                 <td
-                id="07cf973d"
+                id="606507a6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -9011,16 +9011,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="1.2229364019685218"
-                data-value-str="1.2229364019685218"
+                data-value-repr="84.95239009460843"
+                data-value-str="84.95239009460843"
 
                 data-column-idx="14"
 
-                >1.2229364019685218</td>
+                >84.95239009460843</td>
 
 
                 <td
-                id="0678b04d"
+                id="c5a297ad"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -9041,16 +9041,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="25.180474941888576"
-                data-value-str="25.180474941888576"
+                data-value-repr="59.67278430693025"
+                data-value-str="59.67278430693025"
 
                 data-column-idx="15"
 
-                >25.180474941888576</td>
+                >59.67278430693025</td>
 
 
                 <td
-                id="7b9af0f3"
+                id="e449a15c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -9071,16 +9071,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="1.246269303818743"
-                data-value-str="1.246269303818743"
+                data-value-repr="5.540631030489768"
+                data-value-str="5.540631030489768"
 
                 data-column-idx="16"
 
-                >1.246269303818743</td>
+                >5.540631030489768</td>
 
 
                 <td
-                id="b8cc8c6f"
+                id="122e5201"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -9101,16 +9101,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.5313052848828578"
-                data-value-str="0.5313052848828578"
+                data-value-repr="49.50484572639078"
+                data-value-str="49.50484572639078"
 
                 data-column-idx="17"
 
-                >0.5313052848828578</td>
+                >49.50484572639078</td>
 
 
                 <td
-                id="a7058d5d"
+                id="8ca3089a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -9131,16 +9131,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="5.947410954382279"
-                data-value-str="5.947410954382279"
+                data-value-repr="7.152797136874202"
+                data-value-str="7.152797136874202"
 
                 data-column-idx="18"
 
-                >5.947410954382279</td>
+                >7.152797136874202</td>
 
 
                 <td
-                id="7b10e2b2"
+                id="d89500aa"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -9161,16 +9161,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.545644007147015"
-                data-value-str="0.545644007147015"
+                data-value-repr="4.592008314112827"
+                data-value-str="4.592008314112827"
 
                 data-column-idx="19"
 
-                >0.545644007147015</td>
+                >4.592008314112827</td>
 
 
                 <td
-                id="da094744"
+                id="0cd1e6a5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -9191,16 +9191,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="100.93462422387297"
-                data-value-str="100.93462422387297"
+                data-value-repr="8.116226499259266"
+                data-value-str="8.116226499259266"
 
                 data-column-idx="20"
 
-                >100.93462422387297</td>
+                >8.116226499259266</td>
 
 
                 <td
-                id="4ed116a7"
+                id="ebef58f8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -9221,16 +9221,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.1724784994891732"
-                data-value-str="0.1724784994891732"
+                data-value-repr="0.6274680336149178"
+                data-value-str="0.6274680336149178"
 
                 data-column-idx="21"
 
-                >0.1724784994891732</td>
+                >0.6274680336149178</td>
 
 
                 <td
-                id="c3e46b64"
+                id="1236d5ca"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -9251,16 +9251,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.2146333360064598"
-                data-value-str="0.2146333360064598"
+                data-value-repr="39.475216572172"
+                data-value-str="39.475216572172"
 
                 data-column-idx="22"
 
-                >0.2146333360064598</td>
+                >39.475216572172</td>
 
 
                 <td
-                id="94733d97"
+                id="f71bfd91"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -9281,16 +9281,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="11.635738575071102"
-                data-value-str="11.635738575071102"
+                data-value-repr="9.721492451359463"
+                data-value-str="9.721492451359463"
 
                 data-column-idx="23"
 
-                >11.635738575071102</td>
+                >9.721492451359463</td>
 
 
                 <td
-                id="715aa011"
+                id="d2eba56b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -9311,16 +9311,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="20.08623273168889"
-                data-value-str="20.08623273168889"
+                data-value-repr="8.41969730776653"
+                data-value-str="8.41969730776653"
 
                 data-column-idx="24"
 
-                >20.08623273168889</td>
+                >8.41969730776653</td>
 
 
                 <td
-                id="819fc5c0"
+                id="d8a3f4d8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -9341,16 +9341,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="2.396660464283034"
-                data-value-str="2.396660464283034"
+                data-value-repr="6.684413914391848"
+                data-value-str="6.684413914391848"
 
                 data-column-idx="25"
 
-                >2.396660464283034</td>
+                >6.684413914391848</td>
 
 
                 <td
-                id="ba2e9c28"
+                id="1e8488d1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -9371,16 +9371,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="111.79445390956893"
-                data-value-str="111.79445390956893"
+                data-value-repr="11.664453038055827"
+                data-value-str="11.664453038055827"
 
                 data-column-idx="26"
 
-                >111.79445390956893</td>
+                >11.664453038055827</td>
 
 
                 <td
-                id="70541ee6"
+                id="4e2cab80"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -9401,16 +9401,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="9.70976963969613"
-                data-value-str="9.70976963969613"
+                data-value-repr="94.20279558047491"
+                data-value-str="94.20279558047491"
 
                 data-column-idx="27"
 
-                >9.70976963969613</td>
+                >94.20279558047491</td>
 
 
                 <td
-                id="ae9bb644"
+                id="f837fcd5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -9431,16 +9431,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.24352649536810678"
-                data-value-str="0.24352649536810678"
+                data-value-repr="12.749991782565246"
+                data-value-str="12.749991782565246"
 
                 data-column-idx="28"
 
-                >0.24352649536810678</td>
+                >12.749991782565246</td>
 
 
                 <td
-                id="9ce94299"
+                id="cbadb801"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -9461,16 +9461,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.24087234824952278"
-                data-value-str="0.24087234824952278"
+                data-value-repr="3.1208983277514495"
+                data-value-str="3.1208983277514495"
 
                 data-column-idx="29"
 
-                >0.24087234824952278</td>
+                >3.1208983277514495</td>
 
 
                 <td
-                id="f08abada"
+                id="2db3eb7f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -9491,12 +9491,12 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.3935423862415825"
-                data-value-str="0.3935423862415825"
+                data-value-repr="30.189566677913707"
+                data-value-str="30.189566677913707"
 
                 data-column-idx="30"
 
-                >0.3935423862415825</td>
+                >30.189566677913707</td>
 
             </tr>
 
@@ -9504,7 +9504,7 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 
                 <th
-                id="2f6df2b7"
+                id="9848be89"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -9532,7 +9532,7 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 
                 <td
-                id="99ed6e17"
+                id="044b2803"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -9562,7 +9562,7 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 
                 <td
-                id="d1c22260"
+                id="b36f4df6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -9583,16 +9583,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.13204319194887223"
-                data-value-str="0.13204319194887223"
+                data-value-repr="1.2567452123966483"
+                data-value-str="1.2567452123966483"
 
                 data-column-idx="1"
 
-                >0.13204319194887223</td>
+                >1.2567452123966483</td>
 
 
                 <td
-                id="7c1455ac"
+                id="f443cf8b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -9613,16 +9613,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.22720352816430758"
-                data-value-str="0.22720352816430758"
+                data-value-repr="0.15125045511468824"
+                data-value-str="0.15125045511468824"
 
                 data-column-idx="2"
 
-                >0.22720352816430758</td>
+                >0.15125045511468824</td>
 
 
                 <td
-                id="2dc5105b"
+                id="3fab6983"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -9643,16 +9643,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="1.1859106142861704"
-                data-value-str="1.1859106142861704"
+                data-value-repr="0.4646136814388182"
+                data-value-str="0.4646136814388182"
 
                 data-column-idx="3"
 
-                >1.1859106142861704</td>
+                >0.4646136814388182</td>
 
 
                 <td
-                id="fde9abdb"
+                id="59b0bae0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -9673,16 +9673,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="2.69583290985837"
-                data-value-str="2.69583290985837"
+                data-value-repr="9.687687308069673"
+                data-value-str="9.687687308069673"
 
                 data-column-idx="4"
 
-                >2.69583290985837</td>
+                >9.687687308069673</td>
 
 
                 <td
-                id="3ba26c35"
+                id="f0026f8f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -9703,16 +9703,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="2.0727715824445374"
-                data-value-str="2.0727715824445374"
+                data-value-repr="10.854740744113588"
+                data-value-str="10.854740744113588"
 
                 data-column-idx="5"
 
-                >2.0727715824445374</td>
+                >10.854740744113588</td>
 
 
                 <td
-                id="d2647be0"
+                id="22979bcc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -9733,16 +9733,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.4876993625873854"
-                data-value-str="0.4876993625873854"
+                data-value-repr="0.6665830669763202"
+                data-value-str="0.6665830669763202"
 
                 data-column-idx="6"
 
-                >0.4876993625873854</td>
+                >0.6665830669763202</td>
 
 
                 <td
-                id="9429f923"
+                id="f993a2d4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -9763,16 +9763,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.32961920625635766"
-                data-value-str="0.32961920625635766"
+                data-value-repr="0.6524883514555426"
+                data-value-str="0.6524883514555426"
 
                 data-column-idx="7"
 
-                >0.32961920625635766</td>
+                >0.6524883514555426</td>
 
 
                 <td
-                id="c21a457e"
+                id="575d301e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -9793,16 +9793,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="3.358144667922075"
-                data-value-str="3.358144667922075"
+                data-value-repr="2.2703533698518568"
+                data-value-str="2.2703533698518568"
 
                 data-column-idx="8"
 
-                >3.358144667922075</td>
+                >2.2703533698518568</td>
 
 
                 <td
-                id="316ab65f"
+                id="419c00c5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -9823,16 +9823,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.16880618628763916"
-                data-value-str="0.16880618628763916"
+                data-value-repr="0.15773841971000363"
+                data-value-str="0.15773841971000363"
 
                 data-column-idx="9"
 
-                >0.16880618628763916</td>
+                >0.15773841971000363</td>
 
 
                 <td
-                id="4f591d05"
+                id="4983bbac"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -9853,16 +9853,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.4065149731682279"
-                data-value-str="0.4065149731682279"
+                data-value-repr="0.2940320859045859"
+                data-value-str="0.2940320859045859"
 
                 data-column-idx="10"
 
-                >0.4065149731682279</td>
+                >0.2940320859045859</td>
 
 
                 <td
-                id="2ab0bb35"
+                id="201c7511"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -9883,16 +9883,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="14.127012415321463"
-                data-value-str="14.127012415321463"
+                data-value-repr="0.19457065255308403"
+                data-value-str="0.19457065255308403"
 
                 data-column-idx="11"
 
-                >14.127012415321463</td>
+                >0.19457065255308403</td>
 
 
                 <td
-                id="a3665784"
+                id="51f7531d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -9913,16 +9913,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="5.9399326158514745"
-                data-value-str="5.9399326158514745"
+                data-value-repr="0.5576385978430654"
+                data-value-str="0.5576385978430654"
 
                 data-column-idx="12"
 
-                >5.9399326158514745</td>
+                >0.5576385978430654</td>
 
 
                 <td
-                id="f1e33ef6"
+                id="d4a6343e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -9943,16 +9943,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.18814980117755425"
-                data-value-str="0.18814980117755425"
+                data-value-repr="2.1343175387193662"
+                data-value-str="2.1343175387193662"
 
                 data-column-idx="13"
 
-                >0.18814980117755425</td>
+                >2.1343175387193662</td>
 
 
                 <td
-                id="3121fa84"
+                id="666f1d23"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -9973,16 +9973,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="36.768653255947875"
-                data-value-str="36.768653255947875"
+                data-value-repr="0.13721721643898854"
+                data-value-str="0.13721721643898854"
 
                 data-column-idx="14"
 
-                >36.768653255947875</td>
+                >0.13721721643898854</td>
 
 
                 <td
-                id="554cc3d1"
+                id="aceb1470"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -10003,16 +10003,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="4.348619792725786"
-                data-value-str="4.348619792725786"
+                data-value-repr="5.181370978719562"
+                data-value-str="5.181370978719562"
 
                 data-column-idx="15"
 
-                >4.348619792725786</td>
+                >5.181370978719562</td>
 
 
                 <td
-                id="f44842fe"
+                id="a302a061"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -10033,16 +10033,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.5089443718709183"
-                data-value-str="0.5089443718709183"
+                data-value-repr="0.3375141994303791"
+                data-value-str="0.3375141994303791"
 
                 data-column-idx="16"
 
-                >0.5089443718709183</td>
+                >0.3375141994303791</td>
 
 
                 <td
-                id="68477a94"
+                id="948fa753"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -10063,16 +10063,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.4296231205187691"
-                data-value-str="0.4296231205187691"
+                data-value-repr="1.735475607716843"
+                data-value-str="1.735475607716843"
 
                 data-column-idx="17"
 
-                >0.4296231205187691</td>
+                >1.735475607716843</td>
 
 
                 <td
-                id="cbe7d04d"
+                id="5355f259"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -10093,16 +10093,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.5197152155957864"
-                data-value-str="0.5197152155957864"
+                data-value-repr="0.14537896757768734"
+                data-value-str="0.14537896757768734"
 
                 data-column-idx="18"
 
-                >0.5197152155957864</td>
+                >0.14537896757768734</td>
 
 
                 <td
-                id="c4e4d761"
+                id="f74a01b8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -10123,16 +10123,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.9247689560913055"
-                data-value-str="0.9247689560913055"
+                data-value-repr="1.8984566603433162"
+                data-value-str="1.8984566603433162"
 
                 data-column-idx="19"
 
-                >0.9247689560913055</td>
+                >1.8984566603433162</td>
 
 
                 <td
-                id="19552279"
+                id="575a4ae3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -10153,16 +10153,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.2193916800856945"
-                data-value-str="0.2193916800856945"
+                data-value-repr="0.11795953853998285"
+                data-value-str="0.11795953853998285"
 
                 data-column-idx="20"
 
-                >0.2193916800856945</td>
+                >0.11795953853998285</td>
 
 
                 <td
-                id="714c81e7"
+                id="09a0d6ba"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -10183,16 +10183,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="1.7005623593677812"
-                data-value-str="1.7005623593677812"
+                data-value-repr="5.7804614277013755"
+                data-value-str="5.7804614277013755"
 
                 data-column-idx="21"
 
-                >1.7005623593677812</td>
+                >5.7804614277013755</td>
 
 
                 <td
-                id="7593ee94"
+                id="3eab7f83"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -10213,16 +10213,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.15373832511402513"
-                data-value-str="0.15373832511402513"
+                data-value-repr="0.14735196698296"
+                data-value-str="0.14735196698296"
 
                 data-column-idx="22"
 
-                >0.15373832511402513</td>
+                >0.14735196698296</td>
 
 
                 <td
-                id="a7b416d7"
+                id="d0dac747"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -10243,16 +10243,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.9325776198092596"
-                data-value-str="0.9325776198092596"
+                data-value-repr="13.584822915923336"
+                data-value-str="13.584822915923336"
 
                 data-column-idx="23"
 
-                >0.9325776198092596</td>
+                >13.584822915923336</td>
 
 
                 <td
-                id="84b55858"
+                id="ab9c8a15"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -10273,16 +10273,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.9894272810855586"
-                data-value-str="0.9894272810855586"
+                data-value-repr="2.2315003090569583"
+                data-value-str="2.2315003090569583"
 
                 data-column-idx="24"
 
-                >0.9894272810855586</td>
+                >2.2315003090569583</td>
 
 
                 <td
-                id="be9ad040"
+                id="cf3f6556"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -10303,16 +10303,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.21246248286284727"
-                data-value-str="0.21246248286284727"
+                data-value-repr="1.1859490587733241"
+                data-value-str="1.1859490587733241"
 
                 data-column-idx="25"
 
-                >0.21246248286284727</td>
+                >1.1859490587733241</td>
 
 
                 <td
-                id="3f12bed6"
+                id="1b0f6a80"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -10333,16 +10333,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.508261400660382"
-                data-value-str="0.508261400660382"
+                data-value-repr="0.11046398478165009"
+                data-value-str="0.11046398478165009"
 
                 data-column-idx="26"
 
-                >0.508261400660382</td>
+                >0.11046398478165009</td>
 
 
                 <td
-                id="f7474076"
+                id="bfdcb22f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -10363,16 +10363,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.1240197579167268"
-                data-value-str="0.1240197579167268"
+                data-value-repr="0.28612009149616924"
+                data-value-str="0.28612009149616924"
 
                 data-column-idx="27"
 
-                >0.1240197579167268</td>
+                >0.28612009149616924</td>
 
 
                 <td
-                id="9d1d9000"
+                id="ed9aef63"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -10393,16 +10393,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.17642784829804728"
-                data-value-str="0.17642784829804728"
+                data-value-repr="27.23002961395497"
+                data-value-str="27.23002961395497"
 
                 data-column-idx="28"
 
-                >0.17642784829804728</td>
+                >27.23002961395497</td>
 
 
                 <td
-                id="0425b52b"
+                id="a53b7109"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -10423,16 +10423,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.5170098986947027"
-                data-value-str="0.5170098986947027"
+                data-value-repr="0.4333095909660446"
+                data-value-str="0.4333095909660446"
 
                 data-column-idx="29"
 
-                >0.5170098986947027</td>
+                >0.4333095909660446</td>
 
 
                 <td
-                id="1c3fdf8d"
+                id="ae6a11b9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -10453,12 +10453,12 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="9.646154272368285"
-                data-value-str="9.646154272368285"
+                data-value-repr="0.11385700061003895"
+                data-value-str="0.11385700061003895"
 
                 data-column-idx="30"
 
-                >9.646154272368285</td>
+                >0.11385700061003895</td>
 
             </tr>
 
@@ -10466,7 +10466,7 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 
                 <th
-                id="8621979a"
+                id="34a90c1b"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -10494,7 +10494,7 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 
                 <td
-                id="385b8dc1"
+                id="aa43ce62"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -10524,7 +10524,7 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 
                 <td
-                id="dc3b3f75"
+                id="7006bc4c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -10545,16 +10545,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.16429216106921896"
-                data-value-str="0.16429216106921896"
+                data-value-repr="0.1471915411773927"
+                data-value-str="0.1471915411773927"
 
                 data-column-idx="1"
 
-                >0.16429216106921896</td>
+                >0.1471915411773927</td>
 
 
                 <td
-                id="050c3df7"
+                id="9b264e72"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -10575,16 +10575,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="7.492126090732337"
-                data-value-str="7.492126090732337"
+                data-value-repr="48.144876818912714"
+                data-value-str="48.144876818912714"
 
                 data-column-idx="2"
 
-                >7.492126090732337</td>
+                >48.144876818912714</td>
 
 
                 <td
-                id="bfd98e05"
+                id="bbbcb8d9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -10605,16 +10605,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.3538104591271115"
-                data-value-str="0.3538104591271115"
+                data-value-repr="0.4845662330322579"
+                data-value-str="0.4845662330322579"
 
                 data-column-idx="3"
 
-                >0.3538104591271115</td>
+                >0.4845662330322579</td>
 
 
                 <td
-                id="a86c99c7"
+                id="af9c6ec0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -10635,16 +10635,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.15568454865591747"
-                data-value-str="0.15568454865591747"
+                data-value-repr="0.9606337560701177"
+                data-value-str="0.9606337560701177"
 
                 data-column-idx="4"
 
-                >0.15568454865591747</td>
+                >0.9606337560701177</td>
 
 
                 <td
-                id="df095a21"
+                id="1b405339"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -10665,16 +10665,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="1.4140634675920745"
-                data-value-str="1.4140634675920745"
+                data-value-repr="0.18117498154447748"
+                data-value-str="0.18117498154447748"
 
                 data-column-idx="5"
 
-                >1.4140634675920745</td>
+                >0.18117498154447748</td>
 
 
                 <td
-                id="fe9e5109"
+                id="9584e8ab"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -10695,16 +10695,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="12.145404333273888"
-                data-value-str="12.145404333273888"
+                data-value-repr="33.496076606219354"
+                data-value-str="33.496076606219354"
 
                 data-column-idx="6"
 
-                >12.145404333273888</td>
+                >33.496076606219354</td>
 
 
                 <td
-                id="0a08388c"
+                id="1bc864e2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -10725,16 +10725,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.2982284284131751"
-                data-value-str="0.2982284284131751"
+                data-value-repr="2.6120590918726343"
+                data-value-str="2.6120590918726343"
 
                 data-column-idx="7"
 
-                >0.2982284284131751</td>
+                >2.6120590918726343</td>
 
 
                 <td
-                id="aa6a4d61"
+                id="eca55ea5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -10755,16 +10755,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.35402410443472393"
-                data-value-str="0.35402410443472393"
+                data-value-repr="11.289969462656149"
+                data-value-str="11.289969462656149"
 
                 data-column-idx="8"
 
-                >0.35402410443472393</td>
+                >11.289969462656149</td>
 
 
                 <td
-                id="a88f445e"
+                id="ea6e2c4a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -10785,16 +10785,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="20.130648370853535"
-                data-value-str="20.130648370853535"
+                data-value-repr="3.845800080999571"
+                data-value-str="3.845800080999571"
 
                 data-column-idx="9"
 
-                >20.130648370853535</td>
+                >3.845800080999571</td>
 
 
                 <td
-                id="d730167c"
+                id="c8cf5b88"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -10815,16 +10815,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="14.290890029098623"
-                data-value-str="14.290890029098623"
+                data-value-repr="0.3065333269305734"
+                data-value-str="0.3065333269305734"
 
                 data-column-idx="10"
 
-                >14.290890029098623</td>
+                >0.3065333269305734</td>
 
 
                 <td
-                id="938f48a8"
+                id="9f57167d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -10845,16 +10845,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="12.823402116272128"
-                data-value-str="12.823402116272128"
+                data-value-repr="6.808238186721518"
+                data-value-str="6.808238186721518"
 
                 data-column-idx="11"
 
-                >12.823402116272128</td>
+                >6.808238186721518</td>
 
 
                 <td
-                id="9463ad61"
+                id="ee36be87"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -10875,16 +10875,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.1486181561917914"
-                data-value-str="0.1486181561917914"
+                data-value-repr="104.03198304485815"
+                data-value-str="104.03198304485815"
 
                 data-column-idx="12"
 
-                >0.1486181561917914</td>
+                >104.03198304485815</td>
 
 
                 <td
-                id="69ce17c3"
+                id="1c28df9d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -10905,16 +10905,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.26084035241234027"
-                data-value-str="0.26084035241234027"
+                data-value-repr="0.376225088574137"
+                data-value-str="0.376225088574137"
 
                 data-column-idx="13"
 
-                >0.26084035241234027</td>
+                >0.376225088574137</td>
 
 
                 <td
-                id="757084a9"
+                id="5e7fa82b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -10935,16 +10935,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="24.116803731328382"
-                data-value-str="24.116803731328382"
+                data-value-repr="31.600558341436678"
+                data-value-str="31.600558341436678"
 
                 data-column-idx="14"
 
-                >24.116803731328382</td>
+                >31.600558341436678</td>
 
 
                 <td
-                id="fa945e65"
+                id="ea5b9f20"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -10965,16 +10965,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.5296632781327923"
-                data-value-str="0.5296632781327923"
+                data-value-repr="1.2369464122169262"
+                data-value-str="1.2369464122169262"
 
                 data-column-idx="15"
 
-                >0.5296632781327923</td>
+                >1.2369464122169262</td>
 
 
                 <td
-                id="28bbd9f4"
+                id="010a13fd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -10995,16 +10995,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="23.544520959000007"
-                data-value-str="23.544520959000007"
+                data-value-repr="0.2982070785956578"
+                data-value-str="0.2982070785956578"
 
                 data-column-idx="16"
 
-                >23.544520959000007</td>
+                >0.2982070785956578</td>
 
 
                 <td
-                id="e8735af1"
+                id="506e4dd0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -11025,16 +11025,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.36131310181505766"
-                data-value-str="0.36131310181505766"
+                data-value-repr="0.19810535984169655"
+                data-value-str="0.19810535984169655"
 
                 data-column-idx="17"
 
-                >0.36131310181505766</td>
+                >0.19810535984169655</td>
 
 
                 <td
-                id="e937607e"
+                id="36352979"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -11055,16 +11055,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="9.10081854712654"
-                data-value-str="9.10081854712654"
+                data-value-repr="0.6608426229268314"
+                data-value-str="0.6608426229268314"
 
                 data-column-idx="18"
 
-                >9.10081854712654</td>
+                >0.6608426229268314</td>
 
 
                 <td
-                id="802b09c9"
+                id="d35bfaf5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -11085,16 +11085,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="16.009844594710433"
-                data-value-str="16.009844594710433"
+                data-value-repr="0.21804961024502828"
+                data-value-str="0.21804961024502828"
 
                 data-column-idx="19"
 
-                >16.009844594710433</td>
+                >0.21804961024502828</td>
 
 
                 <td
-                id="5290994c"
+                id="2993ce6b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -11115,16 +11115,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.1640729202931167"
-                data-value-str="0.1640729202931167"
+                data-value-repr="0.24247839454482792"
+                data-value-str="0.24247839454482792"
 
                 data-column-idx="20"
 
-                >0.1640729202931167</td>
+                >0.24247839454482792</td>
 
 
                 <td
-                id="82ca2dd0"
+                id="db2252e1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -11145,16 +11145,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.15822899095070894"
-                data-value-str="0.15822899095070894"
+                data-value-repr="9.216710642350018"
+                data-value-str="9.216710642350018"
 
                 data-column-idx="21"
 
-                >0.15822899095070894</td>
+                >9.216710642350018</td>
 
 
                 <td
-                id="71b6cdc6"
+                id="196ae454"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -11175,16 +11175,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="35.66680839332049"
-                data-value-str="35.66680839332049"
+                data-value-repr="2.543548709356295"
+                data-value-str="2.543548709356295"
 
                 data-column-idx="22"
 
-                >35.66680839332049</td>
+                >2.543548709356295</td>
 
 
                 <td
-                id="a1475d09"
+                id="1a185ff6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -11205,16 +11205,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.13191370349918527"
-                data-value-str="0.13191370349918527"
+                data-value-repr="0.2839630881539149"
+                data-value-str="0.2839630881539149"
 
                 data-column-idx="23"
 
-                >0.13191370349918527</td>
+                >0.2839630881539149</td>
 
 
                 <td
-                id="da9866e8"
+                id="19d0698c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -11235,16 +11235,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="92.33684780703764"
-                data-value-str="92.33684780703764"
+                data-value-repr="0.15598472239757374"
+                data-value-str="0.15598472239757374"
 
                 data-column-idx="24"
 
-                >92.33684780703764</td>
+                >0.15598472239757374</td>
 
 
                 <td
-                id="52042588"
+                id="7cb07158"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -11265,16 +11265,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.1534334975852115"
-                data-value-str="0.1534334975852115"
+                data-value-repr="0.6028499266988815"
+                data-value-str="0.6028499266988815"
 
                 data-column-idx="25"
 
-                >0.1534334975852115</td>
+                >0.6028499266988815</td>
 
 
                 <td
-                id="10bea6e7"
+                id="e687069c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -11295,16 +11295,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="5.76118834369434"
-                data-value-str="5.76118834369434"
+                data-value-repr="0.2869923776033503"
+                data-value-str="0.2869923776033503"
 
                 data-column-idx="26"
 
-                >5.76118834369434</td>
+                >0.2869923776033503</td>
 
 
                 <td
-                id="80d6385c"
+                id="99a7db0a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -11325,16 +11325,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.2399623177205844"
-                data-value-str="0.2399623177205844"
+                data-value-repr="2.068735291866016"
+                data-value-str="2.068735291866016"
 
                 data-column-idx="27"
 
-                >0.2399623177205844</td>
+                >2.068735291866016</td>
 
 
                 <td
-                id="f6113adf"
+                id="b39402b2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -11355,16 +11355,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.25654154615762836"
-                data-value-str="0.25654154615762836"
+                data-value-repr="21.95954103754466"
+                data-value-str="21.95954103754466"
 
                 data-column-idx="28"
 
-                >0.25654154615762836</td>
+                >21.95954103754466</td>
 
 
                 <td
-                id="b83e5245"
+                id="9a32d6ee"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -11385,16 +11385,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="28.810580447939305"
-                data-value-str="28.810580447939305"
+                data-value-repr="22.95310686369012"
+                data-value-str="22.95310686369012"
 
                 data-column-idx="29"
 
-                >28.810580447939305</td>
+                >22.95310686369012</td>
 
 
                 <td
-                id="d3973c94"
+                id="a56dd929"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -11415,12 +11415,12 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.12542344253527102"
-                data-value-str="0.12542344253527102"
+                data-value-repr="0.28804971528936596"
+                data-value-str="0.28804971528936596"
 
                 data-column-idx="30"
 
-                >0.12542344253527102</td>
+                >0.28804971528936596</td>
 
             </tr>
 
@@ -11428,7 +11428,7 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 
                 <th
-                id="ddae989b"
+                id="199476d5"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -11456,7 +11456,7 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 
                 <td
-                id="cb1a0892"
+                id="abf6a48d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -11486,7 +11486,7 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 
                 <td
-                id="a35d8bd3"
+                id="aff35840"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -11507,16 +11507,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.09029207142564954"
-                data-value-str="0.09029207142564954"
+                data-value-repr="0.060263826681299294"
+                data-value-str="0.060263826681299294"
 
                 data-column-idx="1"
 
-                >0.09029207142564954</td>
+                >0.060263826681299294</td>
 
 
                 <td
-                id="6adcdd5e"
+                id="ba124900"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -11537,16 +11537,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.06763030270571829"
-                data-value-str="0.06763030270571829"
+                data-value-repr="0.07484119969771463"
+                data-value-str="0.07484119969771463"
 
                 data-column-idx="2"
 
-                >0.06763030270571829</td>
+                >0.07484119969771463</td>
 
 
                 <td
-                id="0bfe6b29"
+                id="6183e0c9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -11567,16 +11567,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.0628674855448152"
-                data-value-str="0.0628674855448152"
+                data-value-repr="0.11821769679645897"
+                data-value-str="0.11821769679645897"
 
                 data-column-idx="3"
 
-                >0.0628674855448152</td>
+                >0.11821769679645897</td>
 
 
                 <td
-                id="97b351e2"
+                id="42364a96"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -11597,16 +11597,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.06959484715900657"
-                data-value-str="0.06959484715900657"
+                data-value-repr="0.10439570651204826"
+                data-value-str="0.10439570651204826"
 
                 data-column-idx="4"
 
-                >0.06959484715900657</td>
+                >0.10439570651204826</td>
 
 
                 <td
-                id="9fc29fb3"
+                id="8993d489"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -11627,16 +11627,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.1180099828018236"
-                data-value-str="0.1180099828018236"
+                data-value-repr="0.07044659205897838"
+                data-value-str="0.07044659205897838"
 
                 data-column-idx="5"
 
-                >0.1180099828018236</td>
+                >0.07044659205897838</td>
 
 
                 <td
-                id="41092f29"
+                id="83a5b17e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -11657,16 +11657,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.1519810737754988"
-                data-value-str="0.1519810737754988"
+                data-value-repr="0.10502565325540608"
+                data-value-str="0.10502565325540608"
 
                 data-column-idx="6"
 
-                >0.1519810737754988</td>
+                >0.10502565325540608</td>
 
 
                 <td
-                id="fac571c3"
+                id="870c6eff"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -11687,16 +11687,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.06766736112818458"
-                data-value-str="0.06766736112818458"
+                data-value-repr="0.06823124874336993"
+                data-value-str="0.06823124874336993"
 
                 data-column-idx="7"
 
-                >0.06766736112818458</td>
+                >0.06823124874336993</td>
 
 
                 <td
-                id="206c6d3a"
+                id="22787ee3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -11717,16 +11717,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.06389385780718308"
-                data-value-str="0.06389385780718308"
+                data-value-repr="0.13804083209553375"
+                data-value-str="0.13804083209553375"
 
                 data-column-idx="8"
 
-                >0.06389385780718308</td>
+                >0.13804083209553375</td>
 
 
                 <td
-                id="9a79e567"
+                id="c66cf657"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -11747,16 +11747,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.059356143757787916"
-                data-value-str="0.059356143757787916"
+                data-value-repr="0.06870085632585199"
+                data-value-str="0.06870085632585199"
 
                 data-column-idx="9"
 
-                >0.059356143757787916</td>
+                >0.06870085632585199</td>
 
 
                 <td
-                id="22a3b02a"
+                id="cc70027a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -11777,16 +11777,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.05856995718054415"
-                data-value-str="0.05856995718054415"
+                data-value-repr="0.08822033055283655"
+                data-value-str="0.08822033055283655"
 
                 data-column-idx="10"
 
-                >0.05856995718054415</td>
+                >0.08822033055283655</td>
 
 
                 <td
-                id="30eb76dd"
+                id="e8b45d0d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -11807,16 +11807,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.09498773050605647"
-                data-value-str="0.09498773050605647"
+                data-value-repr="0.08330542491033235"
+                data-value-str="0.08330542491033235"
 
                 data-column-idx="11"
 
-                >0.09498773050605647</td>
+                >0.08330542491033235</td>
 
 
                 <td
-                id="164303f6"
+                id="a853964c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -11837,16 +11837,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.08496388646328688"
-                data-value-str="0.08496388646328688"
+                data-value-repr="1.2262248561282356"
+                data-value-str="1.2262248561282356"
 
                 data-column-idx="12"
 
-                >0.08496388646328688</td>
+                >1.2262248561282356</td>
 
 
                 <td
-                id="76c2ff55"
+                id="ac7ceda9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -11867,16 +11867,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.10547434896432453"
-                data-value-str="0.10547434896432453"
+                data-value-repr="0.06120877378144631"
+                data-value-str="0.06120877378144631"
 
                 data-column-idx="13"
 
-                >0.10547434896432453</td>
+                >0.06120877378144631</td>
 
 
                 <td
-                id="8fe6eefe"
+                id="35b3d5d6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -11897,16 +11897,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.07898848217053439"
-                data-value-str="0.07898848217053439"
+                data-value-repr="0.06808185889430254"
+                data-value-str="0.06808185889430254"
 
                 data-column-idx="14"
 
-                >0.07898848217053439</td>
+                >0.06808185889430254</td>
 
 
                 <td
-                id="011ac2bf"
+                id="ab79f2da"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -11927,16 +11927,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.098081823715672"
-                data-value-str="0.098081823715672"
+                data-value-repr="0.06492054160656131"
+                data-value-str="0.06492054160656131"
 
                 data-column-idx="15"
 
-                >0.098081823715672</td>
+                >0.06492054160656131</td>
 
 
                 <td
-                id="74bef44e"
+                id="53b0c11d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -11957,16 +11957,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.10509570057988453"
-                data-value-str="0.10509570057988453"
+                data-value-repr="9.61967860690278"
+                data-value-str="9.61967860690278"
 
                 data-column-idx="16"
 
-                >0.10509570057988453</td>
+                >9.61967860690278</td>
 
 
                 <td
-                id="63ce6007"
+                id="e79a999b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -11987,16 +11987,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.06579823855028333"
-                data-value-str="0.06579823855028333"
+                data-value-repr="0.08463424937063925"
+                data-value-str="0.08463424937063925"
 
                 data-column-idx="17"
 
-                >0.06579823855028333</td>
+                >0.08463424937063925</td>
 
 
                 <td
-                id="c8b113ed"
+                id="d69bf4cf"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -12017,16 +12017,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.13551876528206247"
-                data-value-str="0.13551876528206247"
+                data-value-repr="0.09575182597099513"
+                data-value-str="0.09575182597099513"
 
                 data-column-idx="18"
 
-                >0.13551876528206247</td>
+                >0.09575182597099513</td>
 
 
                 <td
-                id="990e1700"
+                id="ddfdc4a8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -12047,16 +12047,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.06777107630484065"
-                data-value-str="0.06777107630484065"
+                data-value-repr="0.06130071683401453"
+                data-value-str="0.06130071683401453"
 
                 data-column-idx="19"
 
-                >0.06777107630484065</td>
+                >0.06130071683401453</td>
 
 
                 <td
-                id="8a8fd78d"
+                id="7f5da1a3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -12077,16 +12077,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.06013528077446782"
-                data-value-str="0.06013528077446782"
+                data-value-repr="0.06846114270287498"
+                data-value-str="0.06846114270287498"
 
                 data-column-idx="20"
 
-                >0.06013528077446782</td>
+                >0.06846114270287498</td>
 
 
                 <td
-                id="64f9ef74"
+                id="7ece2a8d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -12107,16 +12107,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.15626321224053263"
-                data-value-str="0.15626321224053263"
+                data-value-repr="0.07259406909438791"
+                data-value-str="0.07259406909438791"
 
                 data-column-idx="21"
 
-                >0.15626321224053263</td>
+                >0.07259406909438791</td>
 
 
                 <td
-                id="30b07021"
+                id="b0e2f32b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -12137,16 +12137,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="7.324124095677702"
-                data-value-str="7.324124095677702"
+                data-value-repr="0.30559800183939956"
+                data-value-str="0.30559800183939956"
 
                 data-column-idx="22"
 
-                >7.324124095677702</td>
+                >0.30559800183939956</td>
 
 
                 <td
-                id="9c60e2bc"
+                id="3afe0ab1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -12167,16 +12167,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.05917767192947033"
-                data-value-str="0.05917767192947033"
+                data-value-repr="0.06217274739998944"
+                data-value-str="0.06217274739998944"
 
                 data-column-idx="23"
 
-                >0.05917767192947033</td>
+                >0.06217274739998944</td>
 
 
                 <td
-                id="7da826b9"
+                id="10140a6c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -12197,16 +12197,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.2858225928912571"
-                data-value-str="0.2858225928912571"
+                data-value-repr="0.1083159941149303"
+                data-value-str="0.1083159941149303"
 
                 data-column-idx="24"
 
-                >0.2858225928912571</td>
+                >0.1083159941149303</td>
 
 
                 <td
-                id="dc2a7cec"
+                id="95eb4a3d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -12227,16 +12227,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.060151056944765836"
-                data-value-str="0.060151056944765836"
+                data-value-repr="0.09989688514898656"
+                data-value-str="0.09989688514898656"
 
                 data-column-idx="25"
 
-                >0.060151056944765836</td>
+                >0.09989688514898656</td>
 
 
                 <td
-                id="b8c8c3c6"
+                id="45e07d4c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -12257,16 +12257,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.05932227852554482"
-                data-value-str="0.05932227852554482"
+                data-value-repr="0.10767458033197247"
+                data-value-str="0.10767458033197247"
 
                 data-column-idx="26"
 
-                >0.05932227852554482</td>
+                >0.10767458033197247</td>
 
 
                 <td
-                id="7b2e3114"
+                id="47cac63e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -12287,16 +12287,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.15445234636114047"
-                data-value-str="0.15445234636114047"
+                data-value-repr="0.08696104186501055"
+                data-value-str="0.08696104186501055"
 
                 data-column-idx="27"
 
-                >0.15445234636114047</td>
+                >0.08696104186501055</td>
 
 
                 <td
-                id="78553270"
+                id="73f9c1f2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -12317,16 +12317,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="3.556131180619256"
-                data-value-str="3.556131180619256"
+                data-value-repr="0.0648044832098829"
+                data-value-str="0.0648044832098829"
 
                 data-column-idx="28"
 
-                >3.556131180619256</td>
+                >0.0648044832098829</td>
 
 
                 <td
-                id="11d45420"
+                id="e1bde738"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -12347,16 +12347,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.08057080862024664"
-                data-value-str="0.08057080862024664"
+                data-value-repr="0.1662093808028542"
+                data-value-str="0.1662093808028542"
 
                 data-column-idx="29"
 
-                >0.08057080862024664</td>
+                >0.1662093808028542</td>
 
 
                 <td
-                id="a658d54b"
+                id="6ba60985"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -12377,12 +12377,12 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.057305167103948715"
-                data-value-str="0.057305167103948715"
+                data-value-repr="0.09582030498557369"
+                data-value-str="0.09582030498557369"
 
                 data-column-idx="30"
 
-                >0.057305167103948715</td>
+                >0.09582030498557369</td>
 
             </tr>
 
@@ -12390,7 +12390,7 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 
                 <th
-                id="8d62cc83"
+                id="70bfbcab"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -12418,7 +12418,7 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 
                 <td
-                id="e492dc9b"
+                id="609bad48"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -12448,7 +12448,7 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 
                 <td
-                id="81dbf7ee"
+                id="3245c6d4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -12469,16 +12469,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="5.962637555865069"
-                data-value-str="5.962637555865069"
+                data-value-repr="0.08306962713793191"
+                data-value-str="0.08306962713793191"
 
                 data-column-idx="1"
 
-                >5.962637555865069</td>
+                >0.08306962713793191</td>
 
 
                 <td
-                id="9e50507c"
+                id="fb56ed76"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -12499,16 +12499,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="1.473118035381584"
-                data-value-str="1.473118035381584"
+                data-value-repr="0.08389172128459213"
+                data-value-str="0.08389172128459213"
 
                 data-column-idx="2"
 
-                >1.473118035381584</td>
+                >0.08389172128459213</td>
 
 
                 <td
-                id="0261c339"
+                id="4a83c56e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -12529,16 +12529,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.13987606174961198"
-                data-value-str="0.13987606174961198"
+                data-value-repr="0.2069057831255752"
+                data-value-str="0.2069057831255752"
 
                 data-column-idx="3"
 
-                >0.13987606174961198</td>
+                >0.2069057831255752</td>
 
 
                 <td
-                id="72d7da58"
+                id="fc535cf7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -12559,16 +12559,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.19316596078445136"
-                data-value-str="0.19316596078445136"
+                data-value-repr="0.43171096595932384"
+                data-value-str="0.43171096595932384"
 
                 data-column-idx="4"
 
-                >0.19316596078445136</td>
+                >0.43171096595932384</td>
 
 
                 <td
-                id="6fbef295"
+                id="fe0896ed"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -12589,16 +12589,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.08081700099887532"
-                data-value-str="0.08081700099887532"
+                data-value-repr="7.0480393120579174"
+                data-value-str="7.0480393120579174"
 
                 data-column-idx="5"
 
-                >0.08081700099887532</td>
+                >7.0480393120579174</td>
 
 
                 <td
-                id="c26fe7c3"
+                id="b672592b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -12619,16 +12619,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="3.0007643868925467"
-                data-value-str="3.0007643868925467"
+                data-value-repr="0.2802360161850881"
+                data-value-str="0.2802360161850881"
 
                 data-column-idx="6"
 
-                >3.0007643868925467</td>
+                >0.2802360161850881</td>
 
 
                 <td
-                id="be8512c7"
+                id="efd587e0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -12649,16 +12649,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.2768473873903805"
-                data-value-str="0.2768473873903805"
+                data-value-repr="0.2181859633754295"
+                data-value-str="0.2181859633754295"
 
                 data-column-idx="7"
 
-                >0.2768473873903805</td>
+                >0.2181859633754295</td>
 
 
                 <td
-                id="8214442a"
+                id="a526ca99"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -12679,16 +12679,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="1.2018723645907397"
-                data-value-str="1.2018723645907397"
+                data-value-repr="1.1588752350435731"
+                data-value-str="1.1588752350435731"
 
                 data-column-idx="8"
 
-                >1.2018723645907397</td>
+                >1.1588752350435731</td>
 
 
                 <td
-                id="87ebb727"
+                id="a3ea5a58"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -12709,16 +12709,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.5425408721891967"
-                data-value-str="0.5425408721891967"
+                data-value-repr="0.12740993214591206"
+                data-value-str="0.12740993214591206"
 
                 data-column-idx="9"
 
-                >0.5425408721891967</td>
+                >0.12740993214591206</td>
 
 
                 <td
-                id="82151c37"
+                id="e6bdd78f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -12739,16 +12739,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.2056169762025496"
-                data-value-str="0.2056169762025496"
+                data-value-repr="6.929322505216913"
+                data-value-str="6.929322505216913"
 
                 data-column-idx="10"
 
-                >0.2056169762025496</td>
+                >6.929322505216913</td>
 
 
                 <td
-                id="ecb8bba0"
+                id="74594aae"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -12769,16 +12769,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.24165338533890157"
-                data-value-str="0.24165338533890157"
+                data-value-repr="0.24188871869647777"
+                data-value-str="0.24188871869647777"
 
                 data-column-idx="11"
 
-                >0.24165338533890157</td>
+                >0.24188871869647777</td>
 
 
                 <td
-                id="fb8e6d02"
+                id="892d10c8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -12799,16 +12799,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.21183552150628449"
-                data-value-str="0.21183552150628449"
+                data-value-repr="0.11674747639766578"
+                data-value-str="0.11674747639766578"
 
                 data-column-idx="12"
 
-                >0.21183552150628449</td>
+                >0.11674747639766578</td>
 
 
                 <td
-                id="669d538a"
+                id="8fc47fd3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -12829,16 +12829,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.09715537397971807"
-                data-value-str="0.09715537397971807"
+                data-value-repr="5.171542893474663"
+                data-value-str="5.171542893474663"
 
                 data-column-idx="13"
 
-                >0.09715537397971807</td>
+                >5.171542893474663</td>
 
 
                 <td
-                id="fcbce9ac"
+                id="24fec2ca"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -12859,16 +12859,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="1.6022053014303022"
-                data-value-str="1.6022053014303022"
+                data-value-repr="0.2951449657734157"
+                data-value-str="0.2951449657734157"
 
                 data-column-idx="14"
 
-                >1.6022053014303022</td>
+                >0.2951449657734157</td>
 
 
                 <td
-                id="7e803d91"
+                id="5dd9a55b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -12889,16 +12889,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="8.338029416927474"
-                data-value-str="8.338029416927474"
+                data-value-repr="0.1639322395299897"
+                data-value-str="0.1639322395299897"
 
                 data-column-idx="15"
 
-                >8.338029416927474</td>
+                >0.1639322395299897</td>
 
 
                 <td
-                id="72f603ea"
+                id="a2c0b0ca"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -12919,16 +12919,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.5626128443055705"
-                data-value-str="0.5626128443055705"
+                data-value-repr="0.07382942478061819"
+                data-value-str="0.07382942478061819"
 
                 data-column-idx="16"
 
-                >0.5626128443055705</td>
+                >0.07382942478061819</td>
 
 
                 <td
-                id="93ec4bc7"
+                id="1544ba54"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -12949,16 +12949,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="17.316103222020036"
-                data-value-str="17.316103222020036"
+                data-value-repr="0.17844000991276004"
+                data-value-str="0.17844000991276004"
 
                 data-column-idx="17"
 
-                >17.316103222020036</td>
+                >0.17844000991276004</td>
 
 
                 <td
-                id="dc875257"
+                id="8dd3e175"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -12979,16 +12979,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.23619224970846958"
-                data-value-str="0.23619224970846958"
+                data-value-repr="0.12936501833802144"
+                data-value-str="0.12936501833802144"
 
                 data-column-idx="18"
 
-                >0.23619224970846958</td>
+                >0.12936501833802144</td>
 
 
                 <td
-                id="3cbdbcfc"
+                id="45dd448a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -13009,16 +13009,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="2.393139805024595"
-                data-value-str="2.393139805024595"
+                data-value-repr="0.19894957420071255"
+                data-value-str="0.19894957420071255"
 
                 data-column-idx="19"
 
-                >2.393139805024595</td>
+                >0.19894957420071255</td>
 
 
                 <td
-                id="e19dd94c"
+                id="d50b7b1d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -13039,16 +13039,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.33658029605817447"
-                data-value-str="0.33658029605817447"
+                data-value-repr="0.10958292273985454"
+                data-value-str="0.10958292273985454"
 
                 data-column-idx="20"
 
-                >0.33658029605817447</td>
+                >0.10958292273985454</td>
 
 
                 <td
-                id="5f79f321"
+                id="7a468026"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -13069,16 +13069,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="45.388472289082884"
-                data-value-str="45.388472289082884"
+                data-value-repr="34.30801916909375"
+                data-value-str="34.30801916909375"
 
                 data-column-idx="21"
 
-                >45.388472289082884</td>
+                >34.30801916909375</td>
 
 
                 <td
-                id="bfdaaf8a"
+                id="81f9a2d6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -13099,16 +13099,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.0722907641409557"
-                data-value-str="0.0722907641409557"
+                data-value-repr="0.11435548310180221"
+                data-value-str="0.11435548310180221"
 
                 data-column-idx="22"
 
-                >0.0722907641409557</td>
+                >0.11435548310180221</td>
 
 
                 <td
-                id="9b3e3e95"
+                id="7ba3ebae"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -13129,16 +13129,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.10726874747724922"
-                data-value-str="0.10726874747724922"
+                data-value-repr="0.16273058499584753"
+                data-value-str="0.16273058499584753"
 
                 data-column-idx="23"
 
-                >0.10726874747724922</td>
+                >0.16273058499584753</td>
 
 
                 <td
-                id="71cf0060"
+                id="26518b26"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -13159,16 +13159,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.15989006161310587"
-                data-value-str="0.15989006161310587"
+                data-value-repr="16.50778733857186"
+                data-value-str="16.50778733857186"
 
                 data-column-idx="24"
 
-                >0.15989006161310587</td>
+                >16.50778733857186</td>
 
 
                 <td
-                id="6f9051c1"
+                id="bf1ea0a7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -13189,16 +13189,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.37406378699400383"
-                data-value-str="0.37406378699400383"
+                data-value-repr="20.048254828046183"
+                data-value-str="20.048254828046183"
 
                 data-column-idx="25"
 
-                >0.37406378699400383</td>
+                >20.048254828046183</td>
 
 
                 <td
-                id="7c651ce8"
+                id="525bab7a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -13219,16 +13219,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="1.8416552105149946"
-                data-value-str="1.8416552105149946"
+                data-value-repr="0.14597236269930997"
+                data-value-str="0.14597236269930997"
 
                 data-column-idx="26"
 
-                >1.8416552105149946</td>
+                >0.14597236269930997</td>
 
 
                 <td
-                id="b4e77d7d"
+                id="84c14aa3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -13249,16 +13249,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.24948887575733006"
-                data-value-str="0.24948887575733006"
+                data-value-repr="0.14878923344827277"
+                data-value-str="0.14878923344827277"
 
                 data-column-idx="27"
 
-                >0.24948887575733006</td>
+                >0.14878923344827277</td>
 
 
                 <td
-                id="756835e3"
+                id="de57a07c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -13279,16 +13279,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.08676091634349284"
-                data-value-str="0.08676091634349284"
+                data-value-repr="2.479100045011309"
+                data-value-str="2.479100045011309"
 
                 data-column-idx="28"
 
-                >0.08676091634349284</td>
+                >2.479100045011309</td>
 
 
                 <td
-                id="222e5b21"
+                id="972a37cc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -13309,16 +13309,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.17404358986563462"
-                data-value-str="0.17404358986563462"
+                data-value-repr="0.20826565197131405"
+                data-value-str="0.20826565197131405"
 
                 data-column-idx="29"
 
-                >0.17404358986563462</td>
+                >0.20826565197131405</td>
 
 
                 <td
-                id="f71f2e2d"
+                id="6b77023b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -13339,12 +13339,12 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="4.6333012590559495"
-                data-value-str="4.6333012590559495"
+                data-value-repr="0.12965411016102718"
+                data-value-str="0.12965411016102718"
 
                 data-column-idx="30"
 
-                >4.6333012590559495</td>
+                >0.12965411016102718</td>
 
             </tr>
 
@@ -13682,7 +13682,7 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 
                 <th
-                id="f7e487a2"
+                id="66615949"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -13710,7 +13710,7 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 
                 <td
-                id="f50fbf1f"
+                id="708ac44f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -13740,7 +13740,7 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 
                 <td
-                id="9ee25e66"
+                id="5e28ec89"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -13761,16 +13761,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.24060118056345192"
-                data-value-str="0.24060118056345192"
+                data-value-repr="0.1937414084201034"
+                data-value-str="0.1937414084201034"
 
                 data-column-idx="1"
 
-                >0.24060118056345192</td>
+                >0.1937414084201034</td>
 
 
                 <td
-                id="6e8d381d"
+                id="9cad0fad"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -13791,16 +13791,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="8.92001715929399"
-                data-value-str="8.92001715929399"
+                data-value-repr="0.1593923742979682"
+                data-value-str="0.1593923742979682"
 
                 data-column-idx="2"
 
-                >8.92001715929399</td>
+                >0.1593923742979682</td>
 
 
                 <td
-                id="33d3edec"
+                id="2df582ed"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -13821,16 +13821,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.2244843137837022"
-                data-value-str="0.2244843137837022"
+                data-value-repr="0.44231025143228464"
+                data-value-str="0.44231025143228464"
 
                 data-column-idx="3"
 
-                >0.2244843137837022</td>
+                >0.44231025143228464</td>
 
 
                 <td
-                id="e6b89cbb"
+                id="88df0fc9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -13851,16 +13851,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="49.428247832268674"
-                data-value-str="49.428247832268674"
+                data-value-repr="0.2798087218251573"
+                data-value-str="0.2798087218251573"
 
                 data-column-idx="4"
 
-                >49.428247832268674</td>
+                >0.2798087218251573</td>
 
 
                 <td
-                id="24a5127f"
+                id="1f080a20"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -13881,16 +13881,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.16014043262364946"
-                data-value-str="0.16014043262364946"
+                data-value-repr="3.845643876934785"
+                data-value-str="3.845643876934785"
 
                 data-column-idx="5"
 
-                >0.16014043262364946</td>
+                >3.845643876934785</td>
 
 
                 <td
-                id="72bb611e"
+                id="c9387d9d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -13911,16 +13911,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="5.936439036968471"
-                data-value-str="5.936439036968471"
+                data-value-repr="21.71054026036147"
+                data-value-str="21.71054026036147"
 
                 data-column-idx="6"
 
-                >5.936439036968471</td>
+                >21.71054026036147</td>
 
 
                 <td
-                id="6efa1628"
+                id="160ed069"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -13941,16 +13941,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="16.8718486366164"
-                data-value-str="16.8718486366164"
+                data-value-repr="17.74533509492717"
+                data-value-str="17.74533509492717"
 
                 data-column-idx="7"
 
-                >16.8718486366164</td>
+                >17.74533509492717</td>
 
 
                 <td
-                id="5e06aa48"
+                id="5bef71e4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -13971,16 +13971,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="17.32237009714801"
-                data-value-str="17.32237009714801"
+                data-value-repr="11.037388916184637"
+                data-value-str="11.037388916184637"
 
                 data-column-idx="8"
 
-                >17.32237009714801</td>
+                >11.037388916184637</td>
 
 
                 <td
-                id="718d066d"
+                id="436aee2d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14001,16 +14001,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="1.0136376421037219"
-                data-value-str="1.0136376421037219"
+                data-value-repr="0.3522393770075653"
+                data-value-str="0.3522393770075653"
 
                 data-column-idx="9"
 
-                >1.0136376421037219</td>
+                >0.3522393770075653</td>
 
 
                 <td
-                id="3c41282b"
+                id="fa06e8fe"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14031,16 +14031,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="33.273743666385954"
-                data-value-str="33.273743666385954"
+                data-value-repr="0.2140368967356929"
+                data-value-str="0.2140368967356929"
 
                 data-column-idx="10"
 
-                >33.273743666385954</td>
+                >0.2140368967356929</td>
 
 
                 <td
-                id="abd97b86"
+                id="0d8ea72d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14061,16 +14061,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="1.9542253600286028"
-                data-value-str="1.9542253600286028"
+                data-value-repr="4.129792552393865"
+                data-value-str="4.129792552393865"
 
                 data-column-idx="11"
 
-                >1.9542253600286028</td>
+                >4.129792552393865</td>
 
 
                 <td
-                id="3526c074"
+                id="2a826518"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14091,16 +14091,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.16095679475532068"
-                data-value-str="0.16095679475532068"
+                data-value-repr="0.20526024796247552"
+                data-value-str="0.20526024796247552"
 
                 data-column-idx="12"
 
-                >0.16095679475532068</td>
+                >0.20526024796247552</td>
 
 
                 <td
-                id="95b63ef3"
+                id="dce9e1de"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14121,16 +14121,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.12840778689822208"
-                data-value-str="0.12840778689822208"
+                data-value-repr="0.5627293689910635"
+                data-value-str="0.5627293689910635"
 
                 data-column-idx="13"
 
-                >0.12840778689822208</td>
+                >0.5627293689910635</td>
 
 
                 <td
-                id="4e846ea0"
+                id="db477e12"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14151,16 +14151,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="15.290554861553263"
-                data-value-str="15.290554861553263"
+                data-value-repr="0.16162346805150385"
+                data-value-str="0.16162346805150385"
 
                 data-column-idx="14"
 
-                >15.290554861553263</td>
+                >0.16162346805150385</td>
 
 
                 <td
-                id="37d0b051"
+                id="913895c6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14181,16 +14181,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.24054336101844442"
-                data-value-str="0.24054336101844442"
+                data-value-repr="0.6000880071267586"
+                data-value-str="0.6000880071267586"
 
                 data-column-idx="15"
 
-                >0.24054336101844442</td>
+                >0.6000880071267586</td>
 
 
                 <td
-                id="941d4a88"
+                id="66a368ca"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14211,16 +14211,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="16.04126888191736"
-                data-value-str="16.04126888191736"
+                data-value-repr="4.847210503611619"
+                data-value-str="4.847210503611619"
 
                 data-column-idx="16"
 
-                >16.04126888191736</td>
+                >4.847210503611619</td>
 
 
                 <td
-                id="08552cf5"
+                id="5ebf0cc8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14241,16 +14241,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.20232209195310177"
-                data-value-str="0.20232209195310177"
+                data-value-repr="11.67561246696737"
+                data-value-str="11.67561246696737"
 
                 data-column-idx="17"
 
-                >0.20232209195310177</td>
+                >11.67561246696737</td>
 
 
                 <td
-                id="5510264c"
+                id="d68cb62e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14271,16 +14271,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="1.1459912958232732"
-                data-value-str="1.1459912958232732"
+                data-value-repr="0.31386521190793"
+                data-value-str="0.31386521190793"
 
                 data-column-idx="18"
 
-                >1.1459912958232732</td>
+                >0.31386521190793</td>
 
 
                 <td
-                id="27911b83"
+                id="fd1c4260"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14301,16 +14301,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="17.85346037913282"
-                data-value-str="17.85346037913282"
+                data-value-repr="10.31445118477143"
+                data-value-str="10.31445118477143"
 
                 data-column-idx="19"
 
-                >17.85346037913282</td>
+                >10.31445118477143</td>
 
 
                 <td
-                id="1f6554f0"
+                id="669f557c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14331,16 +14331,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.23413659825068972"
-                data-value-str="0.23413659825068972"
+                data-value-repr="16.61942342825039"
+                data-value-str="16.61942342825039"
 
                 data-column-idx="20"
 
-                >0.23413659825068972</td>
+                >16.61942342825039</td>
 
 
                 <td
-                id="718b1829"
+                id="bf651be6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14361,16 +14361,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.12476873316661377"
-                data-value-str="0.12476873316661377"
+                data-value-repr="2.5768644152120714"
+                data-value-str="2.5768644152120714"
 
                 data-column-idx="21"
 
-                >0.12476873316661377</td>
+                >2.5768644152120714</td>
 
 
                 <td
-                id="6c10c9be"
+                id="609e82cb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14391,16 +14391,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.105948792720931"
-                data-value-str="0.105948792720931"
+                data-value-repr="1.115910944084842"
+                data-value-str="1.115910944084842"
 
                 data-column-idx="22"
 
-                >0.105948792720931</td>
+                >1.115910944084842</td>
 
 
                 <td
-                id="e919e311"
+                id="9047e6d7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14421,16 +14421,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.2000301455655421"
-                data-value-str="0.2000301455655421"
+                data-value-repr="16.351029023810963"
+                data-value-str="16.351029023810963"
 
                 data-column-idx="23"
 
-                >0.2000301455655421</td>
+                >16.351029023810963</td>
 
 
                 <td
-                id="c29977a6"
+                id="3b216441"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14451,16 +14451,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.26860228214873905"
-                data-value-str="0.26860228214873905"
+                data-value-repr="0.5696877634330089"
+                data-value-str="0.5696877634330089"
 
                 data-column-idx="24"
 
-                >0.26860228214873905</td>
+                >0.5696877634330089</td>
 
 
                 <td
-                id="f9f99789"
+                id="0a39427f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14481,16 +14481,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.2115903121444319"
-                data-value-str="0.2115903121444319"
+                data-value-repr="0.1571300371144941"
+                data-value-str="0.1571300371144941"
 
                 data-column-idx="25"
 
-                >0.2115903121444319</td>
+                >0.1571300371144941</td>
 
 
                 <td
-                id="0284637a"
+                id="b5530a0a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14511,16 +14511,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="9.977081437020109"
-                data-value-str="9.977081437020109"
+                data-value-repr="0.8114806923565842"
+                data-value-str="0.8114806923565842"
 
                 data-column-idx="26"
 
-                >9.977081437020109</td>
+                >0.8114806923565842</td>
 
 
                 <td
-                id="94182746"
+                id="ecd255ac"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14541,16 +14541,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.3198981442617155"
-                data-value-str="0.3198981442617155"
+                data-value-repr="24.56876705825045"
+                data-value-str="24.56876705825045"
 
                 data-column-idx="27"
 
-                >0.3198981442617155</td>
+                >24.56876705825045</td>
 
 
                 <td
-                id="033dc0c0"
+                id="33e6486a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14571,16 +14571,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="21.216118790583756"
-                data-value-str="21.216118790583756"
+                data-value-repr="0.2555492196268044"
+                data-value-str="0.2555492196268044"
 
                 data-column-idx="28"
 
-                >21.216118790583756</td>
+                >0.2555492196268044</td>
 
 
                 <td
-                id="4a323877"
+                id="b7b93201"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14601,16 +14601,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="8.588030191883556"
-                data-value-str="8.588030191883556"
+                data-value-repr="0.45863170779410556"
+                data-value-str="0.45863170779410556"
 
                 data-column-idx="29"
 
-                >8.588030191883556</td>
+                >0.45863170779410556</td>
 
 
                 <td
-                id="7963bb22"
+                id="5538ea65"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14631,12 +14631,12 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.34453188040715355"
-                data-value-str="0.34453188040715355"
+                data-value-repr="75.72445339095493"
+                data-value-str="75.72445339095493"
 
                 data-column-idx="30"
 
-                >0.34453188040715355</td>
+                >75.72445339095493</td>
 
             </tr>
 
@@ -14644,7 +14644,7 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 
                 <th
-                id="00f1f2f8"
+                id="decdd186"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -14672,7 +14672,7 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 
                 <td
-                id="7292f203"
+                id="37bf8f26"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14702,7 +14702,7 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 
                 <td
-                id="f9620dae"
+                id="f295f814"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14723,16 +14723,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.16826955172026475"
-                data-value-str="0.16826955172026475"
+                data-value-repr="0.11010386100043744"
+                data-value-str="0.11010386100043744"
 
                 data-column-idx="1"
 
-                >0.16826955172026475</td>
+                >0.11010386100043744</td>
 
 
                 <td
-                id="35ca34a8"
+                id="18e3bb68"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14753,16 +14753,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="5.077429197687251"
-                data-value-str="5.077429197687251"
+                data-value-repr="0.08523324249665148"
+                data-value-str="0.08523324249665148"
 
                 data-column-idx="2"
 
-                >5.077429197687251</td>
+                >0.08523324249665148</td>
 
 
                 <td
-                id="e378bdb3"
+                id="f2f3d101"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14783,16 +14783,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="64.1723541846687"
-                data-value-str="64.1723541846687"
+                data-value-repr="0.16517802951920466"
+                data-value-str="0.16517802951920466"
 
                 data-column-idx="3"
 
-                >64.1723541846687</td>
+                >0.16517802951920466</td>
 
 
                 <td
-                id="64242852"
+                id="bee0a2e9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14813,16 +14813,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.40684508972359995"
-                data-value-str="0.40684508972359995"
+                data-value-repr="7.658902978512217"
+                data-value-str="7.658902978512217"
 
                 data-column-idx="4"
 
-                >0.40684508972359995</td>
+                >7.658902978512217</td>
 
 
                 <td
-                id="e20c7c86"
+                id="07ffce2b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14843,16 +14843,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.24021569823309177"
-                data-value-str="0.24021569823309177"
+                data-value-repr="0.11672431289061716"
+                data-value-str="0.11672431289061716"
 
                 data-column-idx="5"
 
-                >0.24021569823309177</td>
+                >0.11672431289061716</td>
 
 
                 <td
-                id="bc473035"
+                id="cd23344b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14873,16 +14873,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.8907434765069684"
-                data-value-str="0.8907434765069684"
+                data-value-repr="0.40261495147306986"
+                data-value-str="0.40261495147306986"
 
                 data-column-idx="6"
 
-                >0.8907434765069684</td>
+                >0.40261495147306986</td>
 
 
                 <td
-                id="27716c95"
+                id="6ecd9700"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14903,16 +14903,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="10.671376681417556"
-                data-value-str="10.671376681417556"
+                data-value-repr="0.2968721175525213"
+                data-value-str="0.2968721175525213"
 
                 data-column-idx="7"
 
-                >10.671376681417556</td>
+                >0.2968721175525213</td>
 
 
                 <td
-                id="57b6d760"
+                id="06d21481"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14933,16 +14933,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.2144662117332937"
-                data-value-str="0.2144662117332937"
+                data-value-repr="0.550018005895662"
+                data-value-str="0.550018005895662"
 
                 data-column-idx="8"
 
-                >0.2144662117332937</td>
+                >0.550018005895662</td>
 
 
                 <td
-                id="f9a2d51a"
+                id="f443829b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14963,16 +14963,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="2.814850533318271"
-                data-value-str="2.814850533318271"
+                data-value-repr="0.13101880106171923"
+                data-value-str="0.13101880106171923"
 
                 data-column-idx="9"
 
-                >2.814850533318271</td>
+                >0.13101880106171923</td>
 
 
                 <td
-                id="63793664"
+                id="be05766c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14993,16 +14993,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="19.51469264947551"
-                data-value-str="19.51469264947551"
+                data-value-repr="0.19079793462871422"
+                data-value-str="0.19079793462871422"
 
                 data-column-idx="10"
 
-                >19.51469264947551</td>
+                >0.19079793462871422</td>
 
 
                 <td
-                id="cb31637c"
+                id="ea61eafe"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15023,16 +15023,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.3746802046097473"
-                data-value-str="0.3746802046097473"
+                data-value-repr="0.2704916704597077"
+                data-value-str="0.2704916704597077"
 
                 data-column-idx="11"
 
-                >0.3746802046097473</td>
+                >0.2704916704597077</td>
 
 
                 <td
-                id="00d81e75"
+                id="5dd11abd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15053,16 +15053,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="52.756398248592966"
-                data-value-str="52.756398248592966"
+                data-value-repr="13.519176524250405"
+                data-value-str="13.519176524250405"
 
                 data-column-idx="12"
 
-                >52.756398248592966</td>
+                >13.519176524250405</td>
 
 
                 <td
-                id="c8cb5fc2"
+                id="973fb876"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15083,16 +15083,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.1070552431768583"
-                data-value-str="0.1070552431768583"
+                data-value-repr="0.3994016367537989"
+                data-value-str="0.3994016367537989"
 
                 data-column-idx="13"
 
-                >0.1070552431768583</td>
+                >0.3994016367537989</td>
 
 
                 <td
-                id="3ee27161"
+                id="42f7a462"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15113,16 +15113,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="2.6647894098591625"
-                data-value-str="2.6647894098591625"
+                data-value-repr="0.20089773370803846"
+                data-value-str="0.20089773370803846"
 
                 data-column-idx="14"
 
-                >2.6647894098591625</td>
+                >0.20089773370803846</td>
 
 
                 <td
-                id="8c1f50ba"
+                id="39c05c16"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15143,16 +15143,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="10.952656048361021"
-                data-value-str="10.952656048361021"
+                data-value-repr="0.29646167056791073"
+                data-value-str="0.29646167056791073"
 
                 data-column-idx="15"
 
-                >10.952656048361021</td>
+                >0.29646167056791073</td>
 
 
                 <td
-                id="f083fc21"
+                id="fb9fa5bb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15173,16 +15173,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.6297207020063001"
-                data-value-str="0.6297207020063001"
+                data-value-repr="0.09402725499396017"
+                data-value-str="0.09402725499396017"
 
                 data-column-idx="16"
 
-                >0.6297207020063001</td>
+                >0.09402725499396017</td>
 
 
                 <td
-                id="ac463184"
+                id="97663e3e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15203,16 +15203,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.40367187557997497"
-                data-value-str="0.40367187557997497"
+                data-value-repr="0.16638922797851846"
+                data-value-str="0.16638922797851846"
 
                 data-column-idx="17"
 
-                >0.40367187557997497</td>
+                >0.16638922797851846</td>
 
 
                 <td
-                id="2ca19832"
+                id="25a34479"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15233,16 +15233,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="12.467396242957646"
-                data-value-str="12.467396242957646"
+                data-value-repr="0.19447553415968255"
+                data-value-str="0.19447553415968255"
 
                 data-column-idx="18"
 
-                >12.467396242957646</td>
+                >0.19447553415968255</td>
 
 
                 <td
-                id="86b6ce69"
+                id="b9469b89"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15263,16 +15263,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.34666163497327224"
-                data-value-str="0.34666163497327224"
+                data-value-repr="29.577425335247526"
+                data-value-str="29.577425335247526"
 
                 data-column-idx="19"
 
-                >0.34666163497327224</td>
+                >29.577425335247526</td>
 
 
                 <td
-                id="2ac77dc9"
+                id="bcd7ecf7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15293,16 +15293,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.1843716097227572"
-                data-value-str="0.1843716097227572"
+                data-value-repr="52.93817502831075"
+                data-value-str="52.93817502831075"
 
                 data-column-idx="20"
 
-                >0.1843716097227572</td>
+                >52.93817502831075</td>
 
 
                 <td
-                id="6e3bbd76"
+                id="9905c013"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15323,16 +15323,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.1330875994834445"
-                data-value-str="0.1330875994834445"
+                data-value-repr="6.590541723977428"
+                data-value-str="6.590541723977428"
 
                 data-column-idx="21"
 
-                >0.1330875994834445</td>
+                >6.590541723977428</td>
 
 
                 <td
-                id="d3d822a6"
+                id="9212f71b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15353,16 +15353,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.12856003976297103"
-                data-value-str="0.12856003976297103"
+                data-value-repr="2.391559412725222"
+                data-value-str="2.391559412725222"
 
                 data-column-idx="22"
 
-                >0.12856003976297103</td>
+                >2.391559412725222</td>
 
 
                 <td
-                id="d4c252c4"
+                id="aed4ca9f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15383,16 +15383,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.21873900434308108"
-                data-value-str="0.21873900434308108"
+                data-value-repr="98.03277165182219"
+                data-value-str="98.03277165182219"
 
                 data-column-idx="23"
 
-                >0.21873900434308108</td>
+                >98.03277165182219</td>
 
 
                 <td
-                id="7f13dc1d"
+                id="aa445eb4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15413,16 +15413,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="18.25276336585637"
-                data-value-str="18.25276336585637"
+                data-value-repr="0.11461123970196017"
+                data-value-str="0.11461123970196017"
 
                 data-column-idx="24"
 
-                >18.25276336585637</td>
+                >0.11461123970196017</td>
 
 
                 <td
-                id="7f2f8fca"
+                id="81791e31"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15443,16 +15443,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.5591992231320541"
-                data-value-str="0.5591992231320541"
+                data-value-repr="0.13888582533168803"
+                data-value-str="0.13888582533168803"
 
                 data-column-idx="25"
 
-                >0.5591992231320541</td>
+                >0.13888582533168803</td>
 
 
                 <td
-                id="a9669616"
+                id="92f353fc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15473,16 +15473,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="19.750211819245617"
-                data-value-str="19.750211819245617"
+                data-value-repr="0.17858113795054378"
+                data-value-str="0.17858113795054378"
 
                 data-column-idx="26"
 
-                >19.750211819245617</td>
+                >0.17858113795054378</td>
 
 
                 <td
-                id="69f9845d"
+                id="372b6eb8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15503,16 +15503,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.20532606037257908"
-                data-value-str="0.20532606037257908"
+                data-value-repr="11.987530515306887"
+                data-value-str="11.987530515306887"
 
                 data-column-idx="27"
 
-                >0.20532606037257908</td>
+                >11.987530515306887</td>
 
 
                 <td
-                id="60a5ecef"
+                id="5f6afd8a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15533,16 +15533,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.14774570116318925"
-                data-value-str="0.14774570116318925"
+                data-value-repr="0.30691484778916994"
+                data-value-str="0.30691484778916994"
 
                 data-column-idx="28"
 
-                >0.14774570116318925</td>
+                >0.30691484778916994</td>
 
 
                 <td
-                id="0f56c6e7"
+                id="477d2ccf"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15563,16 +15563,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="2.750373611768258"
-                data-value-str="2.750373611768258"
+                data-value-repr="0.7190797996432664"
+                data-value-str="0.7190797996432664"
 
                 data-column-idx="29"
 
-                >2.750373611768258</td>
+                >0.7190797996432664</td>
 
 
                 <td
-                id="d0525fb0"
+                id="ec3a4f9d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15593,12 +15593,12 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.7953475727345906"
-                data-value-str="0.7953475727345906"
+                data-value-repr="0.17513711433159"
+                data-value-str="0.17513711433159"
 
                 data-column-idx="30"
 
-                >0.7953475727345906</td>
+                >0.17513711433159</td>
 
             </tr>
 
@@ -15606,7 +15606,7 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 
                 <th
-                id="f258f861"
+                id="5392e7ab"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -15634,7 +15634,7 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 
                 <td
-                id="29c57aff"
+                id="23d82274"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15676,7 +15676,7 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 
                 <td
-                id="88948a6d"
+                id="59cbd406"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15697,16 +15697,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.18181580622364452"
-                data-value-str="0.18181580622364452"
+                data-value-repr="20.073477453746843"
+                data-value-str="20.073477453746843"
 
                 data-column-idx="1"
 
-                >0.18181580622364452</td>
+                >20.073477453746843</td>
 
 
                 <td
-                id="135d386c"
+                id="794f06c2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15727,16 +15727,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.22759719327475716"
-                data-value-str="0.22759719327475716"
+                data-value-repr="0.12264466090935953"
+                data-value-str="0.12264466090935953"
 
                 data-column-idx="2"
 
-                >0.22759719327475716</td>
+                >0.12264466090935953</td>
 
 
                 <td
-                id="f107209f"
+                id="9866b52e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15757,16 +15757,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="5.449954598491236"
-                data-value-str="5.449954598491236"
+                data-value-repr="0.36766435354815247"
+                data-value-str="0.36766435354815247"
 
                 data-column-idx="3"
 
-                >5.449954598491236</td>
+                >0.36766435354815247</td>
 
 
                 <td
-                id="ac1bdcb2"
+                id="3e300006"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15787,16 +15787,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.27278059725619613"
-                data-value-str="0.27278059725619613"
+                data-value-repr="4.112791434544245"
+                data-value-str="4.112791434544245"
 
                 data-column-idx="4"
 
-                >0.27278059725619613</td>
+                >4.112791434544245</td>
 
 
                 <td
-                id="6748451b"
+                id="1ba4f70b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15817,16 +15817,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.21869771518225112"
-                data-value-str="0.21869771518225112"
+                data-value-repr="0.12136474852069773"
+                data-value-str="0.12136474852069773"
 
                 data-column-idx="5"
 
-                >0.21869771518225112</td>
+                >0.12136474852069773</td>
 
 
                 <td
-                id="faf0af85"
+                id="0cf3b669"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15847,16 +15847,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.1291384429670262"
-                data-value-str="0.1291384429670262"
+                data-value-repr="22.701435629469465"
+                data-value-str="22.701435629469465"
 
                 data-column-idx="6"
 
-                >0.1291384429670262</td>
+                >22.701435629469465</td>
 
 
                 <td
-                id="74a51002"
+                id="2a0f0c36"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15877,16 +15877,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.7067718880426017"
-                data-value-str="0.7067718880426017"
+                data-value-repr="26.839189525550868"
+                data-value-str="26.839189525550868"
 
                 data-column-idx="7"
 
-                >0.7067718880426017</td>
+                >26.839189525550868</td>
 
 
                 <td
-                id="836e6c6e"
+                id="cc858a25"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15907,16 +15907,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.5044095737502281"
-                data-value-str="0.5044095737502281"
+                data-value-repr="0.11433843158966062"
+                data-value-str="0.11433843158966062"
 
                 data-column-idx="8"
 
-                >0.5044095737502281</td>
+                >0.11433843158966062</td>
 
 
                 <td
-                id="85adf695"
+                id="fb1ae8fa"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15937,16 +15937,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.22101315964956791"
-                data-value-str="0.22101315964956791"
+                data-value-repr="0.2548276465522187"
+                data-value-str="0.2548276465522187"
 
                 data-column-idx="9"
 
-                >0.22101315964956791</td>
+                >0.2548276465522187</td>
 
 
                 <td
-                id="ab96c2ad"
+                id="64759c49"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15967,16 +15967,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.44492835069883874"
-                data-value-str="0.44492835069883874"
+                data-value-repr="16.011226865379644"
+                data-value-str="16.011226865379644"
 
                 data-column-idx="10"
 
-                >0.44492835069883874</td>
+                >16.011226865379644</td>
 
 
                 <td
-                id="db4c3daf"
+                id="0518aef1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15997,16 +15997,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.1430479801043915"
-                data-value-str="0.1430479801043915"
+                data-value-repr="0.1647572731772364"
+                data-value-str="0.1647572731772364"
 
                 data-column-idx="11"
 
-                >0.1430479801043915</td>
+                >0.1647572731772364</td>
 
 
                 <td
-                id="63d02c8b"
+                id="4dde43dc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16027,16 +16027,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.10588545838576859"
-                data-value-str="0.10588545838576859"
+                data-value-repr="0.11955982699665502"
+                data-value-str="0.11955982699665502"
 
                 data-column-idx="12"
 
-                >0.10588545838576859</td>
+                >0.11955982699665502</td>
 
 
                 <td
-                id="fc8cca80"
+                id="979885eb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16057,16 +16057,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.19718402571634427"
-                data-value-str="0.19718402571634427"
+                data-value-repr="0.10444038592974565"
+                data-value-str="0.10444038592974565"
 
                 data-column-idx="13"
 
-                >0.19718402571634427</td>
+                >0.10444038592974565</td>
 
 
                 <td
-                id="c123eb86"
+                id="682d080c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16087,16 +16087,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.8133130403087566"
-                data-value-str="0.8133130403087566"
+                data-value-repr="0.14187091824527925"
+                data-value-str="0.14187091824527925"
 
                 data-column-idx="14"
 
-                >0.8133130403087566</td>
+                >0.14187091824527925</td>
 
 
                 <td
-                id="a5afefbe"
+                id="29430b1d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16117,16 +16117,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="5.062009953296899"
-                data-value-str="5.062009953296899"
+                data-value-repr="0.13805234219541979"
+                data-value-str="0.13805234219541979"
 
                 data-column-idx="15"
 
-                >5.062009953296899</td>
+                >0.13805234219541979</td>
 
 
                 <td
-                id="8e71b75c"
+                id="5beb7ff0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16147,16 +16147,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="23.820436181908452"
-                data-value-str="23.820436181908452"
+                data-value-repr="0.240613704903455"
+                data-value-str="0.240613704903455"
 
                 data-column-idx="16"
 
-                >23.820436181908452</td>
+                >0.240613704903455</td>
 
 
                 <td
-                id="26494864"
+                id="24c99be1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16177,16 +16177,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="22.454104670562433"
-                data-value-str="22.454104670562433"
+                data-value-repr="1.5623262065487757"
+                data-value-str="1.5623262065487757"
 
                 data-column-idx="17"
 
-                >22.454104670562433</td>
+                >1.5623262065487757</td>
 
 
                 <td
-                id="64447ba8"
+                id="5ed89c5f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16207,16 +16207,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="6.316973631021245"
-                data-value-str="6.316973631021245"
+                data-value-repr="0.1722741319568959"
+                data-value-str="0.1722741319568959"
 
                 data-column-idx="18"
 
-                >6.316973631021245</td>
+                >0.1722741319568959</td>
 
 
                 <td
-                id="f6e016f6"
+                id="1d37665c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16237,16 +16237,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="32.82469126104223"
-                data-value-str="32.82469126104223"
+                data-value-repr="2.1097057904846466"
+                data-value-str="2.1097057904846466"
 
                 data-column-idx="19"
 
-                >32.82469126104223</td>
+                >2.1097057904846466</td>
 
 
                 <td
-                id="2fbeca0a"
+                id="e9ab683b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16267,16 +16267,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="7.280053413001421"
-                data-value-str="7.280053413001421"
+                data-value-repr="3.2964747359609623"
+                data-value-str="3.2964747359609623"
 
                 data-column-idx="20"
 
-                >7.280053413001421</td>
+                >3.2964747359609623</td>
 
 
                 <td
-                id="7980b7a4"
+                id="88bb5c0e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16297,16 +16297,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.11685910360006224"
-                data-value-str="0.11685910360006224"
+                data-value-repr="0.5912828600393506"
+                data-value-str="0.5912828600393506"
 
                 data-column-idx="21"
 
-                >0.11685910360006224</td>
+                >0.5912828600393506</td>
 
 
                 <td
-                id="38348aec"
+                id="14dcb955"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16327,16 +16327,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.4875549386225685"
-                data-value-str="0.4875549386225685"
+                data-value-repr="0.12768481630663608"
+                data-value-str="0.12768481630663608"
 
                 data-column-idx="22"
 
-                >0.4875549386225685</td>
+                >0.12768481630663608</td>
 
 
                 <td
-                id="181c6005"
+                id="2100c4fd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16357,16 +16357,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.263211526620003"
-                data-value-str="0.263211526620003"
+                data-value-repr="0.25061538647440734"
+                data-value-str="0.25061538647440734"
 
                 data-column-idx="23"
 
-                >0.263211526620003</td>
+                >0.25061538647440734</td>
 
 
                 <td
-                id="c1220700"
+                id="475fd2c3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16387,16 +16387,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.1421308971268618"
-                data-value-str="0.1421308971268618"
+                data-value-repr="0.16979088626746588"
+                data-value-str="0.16979088626746588"
 
                 data-column-idx="24"
 
-                >0.1421308971268618</td>
+                >0.16979088626746588</td>
 
 
                 <td
-                id="bb91ad41"
+                id="6f9a9a14"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16417,16 +16417,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.14780165618051605"
-                data-value-str="0.14780165618051605"
+                data-value-repr="0.08982847063300312"
+                data-value-str="0.08982847063300312"
 
                 data-column-idx="25"
 
-                >0.14780165618051605</td>
+                >0.08982847063300312</td>
 
 
                 <td
-                id="73d272a7"
+                id="f3d291dd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16447,16 +16447,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.39359102160767817"
-                data-value-str="0.39359102160767817"
+                data-value-repr="0.2073809729187634"
+                data-value-str="0.2073809729187634"
 
                 data-column-idx="26"
 
-                >0.39359102160767817</td>
+                >0.2073809729187634</td>
 
 
                 <td
-                id="12df0d69"
+                id="c7db7c28"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16477,16 +16477,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.31233873214811164"
-                data-value-str="0.31233873214811164"
+                data-value-repr="3.647160364743372"
+                data-value-str="3.647160364743372"
 
                 data-column-idx="27"
 
-                >0.31233873214811164</td>
+                >3.647160364743372</td>
 
 
                 <td
-                id="265b6ce5"
+                id="5fa8137d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16507,16 +16507,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.2255127735672744"
-                data-value-str="0.2255127735672744"
+                data-value-repr="0.4954565682586168"
+                data-value-str="0.4954565682586168"
 
                 data-column-idx="28"
 
-                >0.2255127735672744</td>
+                >0.4954565682586168</td>
 
 
                 <td
-                id="ad741449"
+                id="1ac050ab"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16537,16 +16537,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="5.552176599781101"
-                data-value-str="5.552176599781101"
+                data-value-repr="1.8451523319134862"
+                data-value-str="1.8451523319134862"
 
                 data-column-idx="29"
 
-                >5.552176599781101</td>
+                >1.8451523319134862</td>
 
 
                 <td
-                id="07564552"
+                id="9d005166"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16567,12 +16567,12 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.4840142654392863"
-                data-value-str="0.4840142654392863"
+                data-value-repr="9.30661009817561"
+                data-value-str="9.30661009817561"
 
                 data-column-idx="30"
 
-                >0.4840142654392863</td>
+                >9.30661009817561</td>
 
             </tr>
 
@@ -16580,7 +16580,7 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 
                 <th
-                id="46443e2c"
+                id="c96e1d6b"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -16608,7 +16608,7 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 
                 <td
-                id="037ebdba"
+                id="06911329"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16638,7 +16638,7 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 
                 <td
-                id="6113c56b"
+                id="191b072c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16659,16 +16659,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.10406233756958301"
-                data-value-str="0.10406233756958301"
+                data-value-repr="5.997156929539929"
+                data-value-str="5.997156929539929"
 
                 data-column-idx="1"
 
-                >0.10406233756958301</td>
+                >5.997156929539929</td>
 
 
                 <td
-                id="b2500b75"
+                id="2acd2c9e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16689,16 +16689,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.2200442734531758"
-                data-value-str="0.2200442734531758"
+                data-value-repr="1.8231686315960958"
+                data-value-str="1.8231686315960958"
 
                 data-column-idx="2"
 
-                >0.2200442734531758</td>
+                >1.8231686315960958</td>
 
 
                 <td
-                id="41e913d3"
+                id="21647f8e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16719,16 +16719,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.1149557236888766"
-                data-value-str="0.1149557236888766"
+                data-value-repr="0.12552615359103558"
+                data-value-str="0.12552615359103558"
 
                 data-column-idx="3"
 
-                >0.1149557236888766</td>
+                >0.12552615359103558</td>
 
 
                 <td
-                id="b4850207"
+                id="5e25ed0c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16749,16 +16749,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.2686483710945299"
-                data-value-str="0.2686483710945299"
+                data-value-repr="0.2366804404905119"
+                data-value-str="0.2366804404905119"
 
                 data-column-idx="4"
 
-                >0.2686483710945299</td>
+                >0.2366804404905119</td>
 
 
                 <td
-                id="39432941"
+                id="a580e49e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16779,16 +16779,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.1122140162477426"
-                data-value-str="0.1122140162477426"
+                data-value-repr="0.6251150959803671"
+                data-value-str="0.6251150959803671"
 
                 data-column-idx="5"
 
-                >0.1122140162477426</td>
+                >0.6251150959803671</td>
 
 
                 <td
-                id="4732e610"
+                id="1c8793e2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16809,16 +16809,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="8.502453505304539"
-                data-value-str="8.502453505304539"
+                data-value-repr="14.703948484872223"
+                data-value-str="14.703948484872223"
 
                 data-column-idx="6"
 
-                >8.502453505304539</td>
+                >14.703948484872223</td>
 
 
                 <td
-                id="a04e6285"
+                id="7e9d5a99"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16839,16 +16839,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="7.0543480095042925"
-                data-value-str="7.0543480095042925"
+                data-value-repr="2.451377038052125"
+                data-value-str="2.451377038052125"
 
                 data-column-idx="7"
 
-                >7.0543480095042925</td>
+                >2.451377038052125</td>
 
 
                 <td
-                id="6b95321b"
+                id="8faf9235"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16869,16 +16869,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.11605965732179317"
-                data-value-str="0.11605965732179317"
+                data-value-repr="25.260762761804227"
+                data-value-str="25.260762761804227"
 
                 data-column-idx="8"
 
-                >0.11605965732179317</td>
+                >25.260762761804227</td>
 
 
                 <td
-                id="bb3eaea9"
+                id="991671c2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16899,16 +16899,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.4421988189351609"
-                data-value-str="0.4421988189351609"
+                data-value-repr="10.274560079488323"
+                data-value-str="10.274560079488323"
 
                 data-column-idx="9"
 
-                >0.4421988189351609</td>
+                >10.274560079488323</td>
 
 
                 <td
-                id="697f6c30"
+                id="713f8639"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16929,16 +16929,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="2.8370832700322763"
-                data-value-str="2.8370832700322763"
+                data-value-repr="0.11811610754105824"
+                data-value-str="0.11811610754105824"
 
                 data-column-idx="10"
 
-                >2.8370832700322763</td>
+                >0.11811610754105824</td>
 
 
                 <td
-                id="76728657"
+                id="708f7524"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16959,16 +16959,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.6499429766121837"
-                data-value-str="0.6499429766121837"
+                data-value-repr="0.27334048575029046"
+                data-value-str="0.27334048575029046"
 
                 data-column-idx="11"
 
-                >0.6499429766121837</td>
+                >0.27334048575029046</td>
 
 
                 <td
-                id="4085493d"
+                id="343f2490"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -16989,16 +16989,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="50.07434639132237"
-                data-value-str="50.07434639132237"
+                data-value-repr="13.388324132899472"
+                data-value-str="13.388324132899472"
 
                 data-column-idx="12"
 
-                >50.07434639132237</td>
+                >13.388324132899472</td>
 
 
                 <td
-                id="5a7fe3b2"
+                id="a5f2d3e2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17019,16 +17019,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.21720252376059193"
-                data-value-str="0.21720252376059193"
+                data-value-repr="0.24044989045366813"
+                data-value-str="0.24044989045366813"
 
                 data-column-idx="13"
 
-                >0.21720252376059193</td>
+                >0.24044989045366813</td>
 
 
                 <td
-                id="6c9cb189"
+                id="59f95bfc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17049,16 +17049,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.18136935983869004"
-                data-value-str="0.18136935983869004"
+                data-value-repr="0.276457738641399"
+                data-value-str="0.276457738641399"
 
                 data-column-idx="14"
 
-                >0.18136935983869004</td>
+                >0.276457738641399</td>
 
 
                 <td
-                id="0a957705"
+                id="b21ed39e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17079,16 +17079,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.17538522312831187"
-                data-value-str="0.17538522312831187"
+                data-value-repr="1.7882879220504149"
+                data-value-str="1.7882879220504149"
 
                 data-column-idx="15"
 
-                >0.17538522312831187</td>
+                >1.7882879220504149</td>
 
 
                 <td
-                id="bff89311"
+                id="d34f3cf3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17109,16 +17109,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="18.16940242298151"
-                data-value-str="18.16940242298151"
+                data-value-repr="0.14740362166555268"
+                data-value-str="0.14740362166555268"
 
                 data-column-idx="16"
 
-                >18.16940242298151</td>
+                >0.14740362166555268</td>
 
 
                 <td
-                id="ce9491d1"
+                id="bb2a3f04"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17139,16 +17139,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.16454097820056124"
-                data-value-str="0.16454097820056124"
+                data-value-repr="0.13073553818473022"
+                data-value-str="0.13073553818473022"
 
                 data-column-idx="17"
 
-                >0.16454097820056124</td>
+                >0.13073553818473022</td>
 
 
                 <td
-                id="f336f0f8"
+                id="b09fe9c4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17169,16 +17169,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.9063196365923761"
-                data-value-str="0.9063196365923761"
+                data-value-repr="1.225822869154379"
+                data-value-str="1.225822869154379"
 
                 data-column-idx="18"
 
-                >0.9063196365923761</td>
+                >1.225822869154379</td>
 
 
                 <td
-                id="d0fbf037"
+                id="b3feead8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17199,16 +17199,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="1.2825965532368135"
-                data-value-str="1.2825965532368135"
+                data-value-repr="0.12601882732114683"
+                data-value-str="0.12601882732114683"
 
                 data-column-idx="19"
 
-                >1.2825965532368135</td>
+                >0.12601882732114683</td>
 
 
                 <td
-                id="8467427d"
+                id="156fe0b7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17229,16 +17229,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.15723245551082196"
-                data-value-str="0.15723245551082196"
+                data-value-repr="0.17083624930646651"
+                data-value-str="0.17083624930646651"
 
                 data-column-idx="20"
 
-                >0.15723245551082196</td>
+                >0.17083624930646651</td>
 
 
                 <td
-                id="a188e523"
+                id="3a0f453f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17259,16 +17259,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.09590158386978391"
-                data-value-str="0.09590158386978391"
+                data-value-repr="0.7905329942247151"
+                data-value-str="0.7905329942247151"
 
                 data-column-idx="21"
 
-                >0.09590158386978391</td>
+                >0.7905329942247151</td>
 
 
                 <td
-                id="90771f01"
+                id="9f9aa9c2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17289,16 +17289,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.1298425791206101"
-                data-value-str="0.1298425791206101"
+                data-value-repr="6.239186999421934"
+                data-value-str="6.239186999421934"
 
                 data-column-idx="22"
 
-                >0.1298425791206101</td>
+                >6.239186999421934</td>
 
 
                 <td
-                id="6e50c6a3"
+                id="260005ae"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17319,16 +17319,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.1825393471251839"
-                data-value-str="0.1825393471251839"
+                data-value-repr="0.11618765781066338"
+                data-value-str="0.11618765781066338"
 
                 data-column-idx="23"
 
-                >0.1825393471251839</td>
+                >0.11618765781066338</td>
 
 
                 <td
-                id="13667cb4"
+                id="8d1ed15f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17349,16 +17349,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="1.2194718952937877"
-                data-value-str="1.2194718952937877"
+                data-value-repr="0.7581305097439807"
+                data-value-str="0.7581305097439807"
 
                 data-column-idx="24"
 
-                >1.2194718952937877</td>
+                >0.7581305097439807</td>
 
 
                 <td
-                id="61f839f1"
+                id="469c0afa"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17379,16 +17379,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="7.51992983785358"
-                data-value-str="7.51992983785358"
+                data-value-repr="0.15318930308952486"
+                data-value-str="0.15318930308952486"
 
                 data-column-idx="25"
 
-                >7.51992983785358</td>
+                >0.15318930308952486</td>
 
 
                 <td
-                id="97e18ac4"
+                id="f4c0e35e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17409,16 +17409,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.29672333609072765"
-                data-value-str="0.29672333609072765"
+                data-value-repr="13.44938505452583"
+                data-value-str="13.44938505452583"
 
                 data-column-idx="26"
 
-                >0.29672333609072765</td>
+                >13.44938505452583</td>
 
 
                 <td
-                id="a5b6c8de"
+                id="1485b737"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17439,16 +17439,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="1.5780406733857013"
-                data-value-str="1.5780406733857013"
+                data-value-repr="0.21196746176596207"
+                data-value-str="0.21196746176596207"
 
                 data-column-idx="27"
 
-                >1.5780406733857013</td>
+                >0.21196746176596207</td>
 
 
                 <td
-                id="f5e81b98"
+                id="02cd1716"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17469,16 +17469,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.10465260604555873"
-                data-value-str="0.10465260604555873"
+                data-value-repr="1.3112854705291117"
+                data-value-str="1.3112854705291117"
 
                 data-column-idx="28"
 
-                >0.10465260604555873</td>
+                >1.3112854705291117</td>
 
 
                 <td
-                id="7d5c8c1b"
+                id="2b3c753c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17499,16 +17499,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.459048617445692"
-                data-value-str="0.459048617445692"
+                data-value-repr="0.8865084335196096"
+                data-value-str="0.8865084335196096"
 
                 data-column-idx="29"
 
-                >0.459048617445692</td>
+                >0.8865084335196096</td>
 
 
                 <td
-                id="3480c20d"
+                id="4cce3434"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17529,12 +17529,12 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.1634422672471313"
-                data-value-str="0.1634422672471313"
+                data-value-repr="0.19953595858372522"
+                data-value-str="0.19953595858372522"
 
                 data-column-idx="30"
 
-                >0.1634422672471313</td>
+                >0.19953595858372522</td>
 
             </tr>
 
@@ -17542,7 +17542,7 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 
                 <th
-                id="ebf1920d"
+                id="0fa28ea5"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -17570,7 +17570,7 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 
                 <td
-                id="7beadeeb"
+                id="4ea2bf9d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17600,7 +17600,7 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 
                 <td
-                id="6ddfcbb6"
+                id="6e585ab6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17621,16 +17621,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.3789972440588548"
-                data-value-str="0.3789972440588548"
+                data-value-repr="24.72361965792691"
+                data-value-str="24.72361965792691"
 
                 data-column-idx="1"
 
-                >0.3789972440588548</td>
+                >24.72361965792691</td>
 
 
                 <td
-                id="5c13acad"
+                id="02cb09f6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17651,16 +17651,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="3.752258821538099"
-                data-value-str="3.752258821538099"
+                data-value-repr="0.2527312455870918"
+                data-value-str="0.2527312455870918"
 
                 data-column-idx="2"
 
-                >3.752258821538099</td>
+                >0.2527312455870918</td>
 
 
                 <td
-                id="2a300cd5"
+                id="59c8c099"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17681,16 +17681,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="55.19238392332715"
-                data-value-str="55.19238392332715"
+                data-value-repr="31.91208618826044"
+                data-value-str="31.91208618826044"
 
                 data-column-idx="3"
 
-                >55.19238392332715</td>
+                >31.91208618826044</td>
 
 
                 <td
-                id="d20339d9"
+                id="8813275a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17711,16 +17711,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.8441390951417602"
-                data-value-str="0.8441390951417602"
+                data-value-repr="47.14298053809517"
+                data-value-str="47.14298053809517"
 
                 data-column-idx="4"
 
-                >0.8441390951417602</td>
+                >47.14298053809517</td>
 
 
                 <td
-                id="ca5ad18e"
+                id="9b7d0b94"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -17741,16 +17741,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.2970116831980563"
-                data-value-str="0.2970116831980563"
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                 data-column-idx="5"
 
-                >0.2970116831980563</td>
+                >0.5127813353812092</td>
 
 
                 <td
-                id="fe9c40ab"
+                id="f3af781b"
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@@ -17771,16 +17771,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
                 rowspan="1"
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-                data-value-repr="27.828529254777063"
-                data-value-str="27.828529254777063"
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                 data-column-idx="6"
 
-                >27.828529254777063</td>
+                >3.595629084596596</td>
 
 
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-                id="a43c07e0"
+                id="a2da35ba"
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@@ -17801,16 +17801,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
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                 colspan="1"
-                data-value-repr="0.8767336549915553"
-                data-value-str="0.8767336549915553"
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                 data-column-idx="7"
 
-                >0.8767336549915553</td>
+                >33.900466839383554</td>
 
 
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-                id="ed04a616"
+                id="518b1c61"
                 class="table-cell ellided-short clickable"
 
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@@ -17831,16 +17831,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
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-                data-value-repr="180.16553020873087"
-                data-value-str="180.16553020873087"
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                 data-column-idx="8"
 
-                >180.16553020873087</td>
+                >21.02966431562732</td>
 
 
                 <td
-                id="33ba4d31"
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-                data-value-repr="19.508295793077394"
-                data-value-str="19.508295793077394"
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                 data-column-idx="9"
 
-                >19.508295793077394</td>
+                >0.3873996765896047</td>
 
 
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-                id="50c18f69"
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-                data-value-repr="20.39476010416119"
-                data-value-str="20.39476010416119"
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                 data-column-idx="10"
 
-                >20.39476010416119</td>
+                >4.978082465597027</td>
 
 
                 <td
-                id="49a94fe4"
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-                data-value-repr="16.591375674275167"
-                data-value-str="16.591375674275167"
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                 data-column-idx="11"
 
-                >16.591375674275167</td>
+                >1.1184555155619542</td>
 
 
                 <td
-                id="e2994b0f"
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@@ -17951,16 +17951,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
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-                data-value-repr="0.8346392579262896"
-                data-value-str="0.8346392579262896"
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                 data-column-idx="12"
 
-                >0.8346392579262896</td>
+                >0.4348630955290656</td>
 
 
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-                id="11061277"
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                 colspan="1"
-                data-value-repr="0.14718946525579474"
-                data-value-str="0.14718946525579474"
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                 data-column-idx="13"
 
-                >0.14718946525579474</td>
+                >0.24838865551247732</td>
 
 
                 <td
-                id="b9657870"
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                 rowspan="1"
                 colspan="1"
-                data-value-repr="0.2597504905403597"
-                data-value-str="0.2597504905403597"
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                 data-column-idx="14"
 
-                >0.2597504905403597</td>
+                >7.631663796336496</td>
 
 
                 <td
-                id="3fda1380"
+                id="d514de48"
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                 colspan="1"
-                data-value-repr="59.43363686708932"
-                data-value-str="59.43363686708932"
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                 data-column-idx="15"
 
-                >59.43363686708932</td>
+                >0.988357573526402</td>
 
 
                 <td
-                id="0a068b46"
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                 colspan="1"
-                data-value-repr="22.093284307309116"
-                data-value-str="22.093284307309116"
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                 data-column-idx="16"
 
-                >22.093284307309116</td>
+                >1.506933908917723</td>
 
 
                 <td
-                id="d64d16b5"
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                 data-role="dataframe-data"
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                 colspan="1"
-                data-value-repr="21.975091166201693"
-                data-value-str="21.975091166201693"
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                 data-column-idx="17"
 
-                >21.975091166201693</td>
+                >50.43031221399714</td>
 
 
                 <td
-                id="bd9f6465"
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                 class="table-cell ellided-short clickable"
 
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@@ -18131,16 +18131,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
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                 colspan="1"
-                data-value-repr="7.314436455145614"
-                data-value-str="7.314436455145614"
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                 data-column-idx="18"
 
-                >7.314436455145614</td>
+                >2.987152293977739</td>
 
 
                 <td
-                id="090f931d"
+                id="dc99d908"
                 class="table-cell ellided-short clickable"
 
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                 colspan="1"
-                data-value-repr="54.69718136902616"
-                data-value-str="54.69718136902616"
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                 data-column-idx="19"
 
-                >54.69718136902616</td>
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                 <td
-                id="d0f69db6"
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                 colspan="1"
-                data-value-repr="6.005068593925315"
-                data-value-str="6.005068593925315"
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                 data-column-idx="20"
 
-                >6.005068593925315</td>
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                 <td
-                id="6f5359fb"
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                 class="table-cell ellided-short clickable"
 
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-                data-value-str="0.46502580896536183"
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                 data-column-idx="21"
 
-                >0.46502580896536183</td>
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                 <td
-                id="e8aed0d8"
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                 data-role="dataframe-data"
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                 data-column-idx="22"
 
-                >0.1650010305823335</td>
+                >31.321155308270384</td>
 
 
                 <td
-                id="58e0ffed"
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@@ -18281,16 +18281,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
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                 colspan="1"
-                data-value-repr="12.622821361271225"
-                data-value-str="12.622821361271225"
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                 data-column-idx="23"
 
-                >12.622821361271225</td>
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                 <td
-                id="9a751824"
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                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -18311,16 +18311,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
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                 colspan="1"
-                data-value-repr="8.566726761803992"
-                data-value-str="8.566726761803992"
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                 data-column-idx="24"
 
-                >8.566726761803992</td>
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                 <td
-                id="41b0abc7"
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                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -18341,16 +18341,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
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                 colspan="1"
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-                data-value-str="1.086078113550312"
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                 data-column-idx="25"
 
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                 <td
-                id="781b1972"
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-                data-value-repr="3.299270745462546"
-                data-value-str="3.299270745462546"
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                 data-column-idx="26"
 
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                 <td
-                id="9d71e5aa"
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                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -18401,16 +18401,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
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-                data-value-repr="20.201969116411686"
-                data-value-str="20.201969116411686"
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-                >20.201969116411686</td>
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                 <td
-                id="28a4644a"
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                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -18431,16 +18431,16 @@ <h2>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
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                 colspan="1"
-                data-value-repr="0.14027014875261684"
-                data-value-str="0.14027014875261684"
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                 data-column-idx="28"
 
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                 <td
-                id="3c7990e9"
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                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
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-                data-value-str="1.9960890672549212"
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                 data-column-idx="29"
 
-                >1.9960890672549212</td>
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                 <td
-                id="ee136f95"
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                 class="table-cell ellided-short clickable"
 
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                 data-column-idx="30"
 
-                >0.36645283890394226</td>
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-    data-column-name="text: trumpvirus, trump2020, losertrump"
+    data-name-repr="&#39;text: suspenders, skinhead, remember&#39;"
+    data-column-name="text: suspenders, skinhead, remember"
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@@ -19168,7 +19168,7 @@ <h3 class="margin-r-m">
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-            <span class="select-all wrap-long-name">text: trumpvirus, trump2020, losertrump</span>
+            <span class="select-all wrap-long-name">text: suspenders, skinhead, remember</span>
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@@ -19196,22 +19196,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>3.85 ±
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+                <dd>4.09 ±
+                    13.6
 
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                 <dt>Median ± IQR</dt>
-                <dd>0.149 ±
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+                <dd>0.203 ±
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 <div class="card box-shadow column-summary" id="col_2_in_sample_tab"
-    data-name-repr="&#39;text: government, governments, destroying&#39;"
-    data-column-name="text: government, governments, destroying"
+    data-name-repr="&#39;text: bitchymitchy, stupidity, stupid&#39;"
+    data-column-name="text: bitchymitchy, stupidity, stupid"
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     <div class="card-header">
         <h3 class="margin-r-m">
 
-            <span class="select-all wrap-long-name">text: government, governments, destroying</span>
+            <span class="select-all wrap-long-name">text: bitchymitchy, stupidity, stupid</span>
         </h3>
         <span>Float64DType</span>
 <button class="close-card-button"
@@ -19497,22 +19477,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>10.8 ±
-                    83.9
+                <dd>3.75 ±
+                    15.1
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>0.728 ±
-                    6.77
+                <dd>0.146 ±
+                    0.346
 
                 </dd>
 
                 <dt>Min | Max</dt>
                 <dd>
-                    <span class="min-value">0.0502</span> |
-                    <span class="max-value">2.59e+03</span>
+                    <span class="min-value">0.0511</span> |
+                    <span class="max-value">254.</span>
 
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                 <dt>Mean ± Std</dt>
-                <dd>7.92 ±
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+                <dd>5.46 ±
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-                <dd>0.443 ±
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+                <dd>0.295 ±
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-                    <span class="max-value">612.</span>
+                    <span class="min-value">0.0509</span> |
+                    <span class="max-value">535.</span>
 
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-    data-column-name="text: technical, involved, literally"
+    data-name-repr="&#39;text: blackmailed, congress, soooooo&#39;"
+    data-column-name="text: blackmailed, congress, soooooo"
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+            <span class="select-all wrap-long-name">text: blackmailed, congress, soooooo</span>
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@@ -20079,22 +20059,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>5.29 ±
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+                <dd>9.36 ±
+                    70.2
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>0.215 ±
-                    1.07
+                <dd>0.747 ±
+                    6.91
 
                 </dd>
 
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                 <dd>
-                    <span class="min-value">0.0526</span> |
-                    <span class="max-value">388.</span>
+                    <span class="min-value">0.0503</span> |
+                    <span class="max-value">2.16e+03</span>
 
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@@ -20319,8 +20309,8 @@ <h3 class="margin-r-m">
 
 
 <div class="card box-shadow column-summary" id="col_5_in_sample_tab"
-    data-name-repr="&#39;text: promised, promises, promote&#39;"
-    data-column-name="text: promised, promises, promote"
+    data-name-repr="&#39;text: nxhcplzrecw, friends, unfriend&#39;"
+    data-column-name="text: nxhcplzrecw, friends, unfriend"
     data-column-idx="5"
 
 
@@ -20332,7 +20322,7 @@ <h3 class="margin-r-m">
     <div class="card-header">
         <h3 class="margin-r-m">
 
-            <span class="select-all wrap-long-name">text: promised, promises, promote</span>
+            <span class="select-all wrap-long-name">text: nxhcplzrecw, friends, unfriend</span>
         </h3>
         <span>Float64DType</span>
 <button class="close-card-button"
@@ -20360,22 +20350,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>2.69 ±
-                    11.0
+                <dd>3.27 ±
+                    12.0
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>0.163 ±
-                    0.213
+                <dd>0.181 ±
+                    0.327
 
                 </dd>
 
                 <dt>Min | Max</dt>
                 <dd>
-                    <span class="min-value">0.0526</span> |
-                    <span class="max-value">160.</span>
+                    <span class="min-value">0.0530</span> |
+                    <span class="max-value">156.</span>
 
                 </dd>
 
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-    <dc:date>2024-12-11T19:15:03.398486</dc:date>
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@@ -20620,8 +20610,8 @@ <h3 class="margin-r-m">
 
 
 <div class="card box-shadow column-summary" id="col_6_in_sample_tab"
-    data-name-repr="&#39;text: emblazoned, gargantuan, changing&#39;"
-    data-column-name="text: emblazoned, gargantuan, changing"
+    data-name-repr="&#39;text: lackluster, shyvana, titanic&#39;"
+    data-column-name="text: lackluster, shyvana, titanic"
     data-column-idx="6"
 
 
@@ -20633,7 +20623,7 @@ <h3 class="margin-r-m">
     <div class="card-header">
         <h3 class="margin-r-m">
 
-            <span class="select-all wrap-long-name">text: emblazoned, gargantuan, changing</span>
+            <span class="select-all wrap-long-name">text: lackluster, shyvana, titanic</span>
         </h3>
         <span>Float64DType</span>
 <button class="close-card-button"
@@ -20661,22 +20651,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>9.81 ±
-                    73.2
+                <dd>10.1 ±
+                    90.4
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>0.871 ±
-                    7.19
+                <dd>0.606 ±
+                    6.16
 
                 </dd>
 
                 <dt>Min | Max</dt>
                 <dd>
-                    <span class="min-value">0.0504</span> |
-                    <span class="max-value">2.27e+03</span>
+                    <span class="min-value">0.0502</span> |
+                    <span class="max-value">2.81e+03</span>
 
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 <div class="card box-shadow column-summary" id="col_8_in_sample_tab"
-    data-name-repr="&#39;text: eurydice, originally, original&#39;"
-    data-column-name="text: eurydice, originally, original"
+    data-name-repr="&#39;text: emblazoned, confederate, gargantuan&#39;"
+    data-column-name="text: emblazoned, confederate, gargantuan"
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@@ -21225,7 +21205,7 @@ <h3 class="margin-r-m">
     <div class="card-header">
         <h3 class="margin-r-m">
 
-            <span class="select-all wrap-long-name">text: eurydice, originally, original</span>
+            <span class="select-all wrap-long-name">text: emblazoned, confederate, gargantuan</span>
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         <span>Float64DType</span>
 <button class="close-card-button"
@@ -21253,22 +21233,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>4.65 ±
-                    16.1
+                <dd>8.83 ±
+                    72.9
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>0.209 ±
-                    1.15
+                <dd>0.710 ±
+                    6.49
 
                 </dd>
 
                 <dt>Min | Max</dt>
                 <dd>
-                    <span class="min-value">0.0530</span> |
-                    <span class="max-value">204.</span>
+                    <span class="min-value">0.0502</span> |
+                    <span class="max-value">2.27e+03</span>
 
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@@ -21493,8 +21493,8 @@ <h3 class="margin-r-m">
 
 
 <div class="card box-shadow column-summary" id="col_9_in_sample_tab"
-    data-name-repr="&#39;text: definitely, neighbors, electricity&#39;"
-    data-column-name="text: definitely, neighbors, electricity"
+    data-name-repr="&#39;text: nvrseqrvrqrqrr, should, illegally&#39;"
+    data-column-name="text: nvrseqrvrqrqrr, should, illegally"
     data-column-idx="9"
 
 
@@ -21506,7 +21506,7 @@ <h3 class="margin-r-m">
     <div class="card-header">
         <h3 class="margin-r-m">
 
-            <span class="select-all wrap-long-name">text: definitely, neighbors, electricity</span>
+            <span class="select-all wrap-long-name">text: nvrseqrvrqrqrr, should, illegally</span>
         </h3>
         <span>Float64DType</span>
 <button class="close-card-button"
@@ -21534,22 +21534,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>9.01 ±
-                    42.7
+                <dd>5.17 ±
+                    16.3
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>0.724 ±
-                    7.07
+                <dd>0.223 ±
+                    1.50
 
                 </dd>
 
                 <dt>Min | Max</dt>
                 <dd>
-                    <span class="min-value">0.0509</span> |
-                    <span class="max-value">1.23e+03</span>
+                    <span class="min-value">0.0518</span> |
+                    <span class="max-value">267.</span>
 
                 </dd>
 
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+    data-name-repr="&#39;text: yourselves, pseudoscience, ourselves&#39;"
+    data-column-name="text: yourselves, pseudoscience, ourselves"
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                 <dt>Mean ± Std</dt>
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+                <dd>12.1 ±
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                 <dt>Median ± IQR</dt>
-                <dd>0.292 ±
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+                <dd>0.439 ±
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-                    <span class="max-value">426.</span>
+                    <span class="min-value">0.0501</span> |
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-    data-name-repr="&#39;text: infrastructure, president, investment&#39;"
-    data-column-name="text: infrastructure, president, investment"
+    data-name-repr="&#39;text: governments, commandments, government&#39;"
+    data-column-name="text: governments, commandments, government"
     data-column-idx="11"
 
 
@@ -22088,7 +22078,7 @@ <h3 class="margin-r-m">
     <div class="card-header">
         <h3 class="margin-r-m">
 
-            <span class="select-all wrap-long-name">text: infrastructure, president, investment</span>
+            <span class="select-all wrap-long-name">text: governments, commandments, government</span>
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 <button class="close-card-button"
@@ -22116,22 +22106,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>7.38 ±
-                    32.8
+                <dd>9.88 ±
+                    84.0
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>0.383 ±
-                    3.73
+                <dd>0.495 ±
+                    4.60
 
                 </dd>
 
                 <dt>Min | Max</dt>
                 <dd>
-                    <span class="min-value">0.0514</span> |
-                    <span class="max-value">834.</span>
+                    <span class="min-value">0.0501</span> |
+                    <span class="max-value">2.59e+03</span>
 
                 </dd>
 
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-    <dc:date>2024-12-11T19:15:03.733640</dc:date>
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 <div class="card box-shadow column-summary" id="col_12_in_sample_tab"
-    data-name-repr="&#39;text: goinggoinggoing, awkwardly, background&#39;"
-    data-column-name="text: goinggoinggoing, awkwardly, background"
+    data-name-repr="&#39;text: suicide, fucking, quirky&#39;"
+    data-column-name="text: suicide, fucking, quirky"
     data-column-idx="12"
 
 
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     <div class="card-header">
         <h3 class="margin-r-m">
 
-            <span class="select-all wrap-long-name">text: goinggoinggoing, awkwardly, background</span>
+            <span class="select-all wrap-long-name">text: suicide, fucking, quirky</span>
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         <span>Float64DType</span>
 <button class="close-card-button"
@@ -22397,22 +22407,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>6.08 ±
-                    18.3
+                <dd>9.69 ±
+                    41.7
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>0.274 ±
-                    3.36
+                <dd>0.919 ±
+                    10.8
 
                 </dd>
 
                 <dt>Min | Max</dt>
                 <dd>
-                    <span class="min-value">0.0544</span> |
-                    <span class="max-value">309.</span>
+                    <span class="min-value">0.0503</span> |
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+    data-column-name="text: trumptards, withdrawal, abandoning"
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+                <dd>4.26 ±
+                    16.1
 
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                 <dt>Median ± IQR</dt>
-                <dd>0.136 ±
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+                <dd>0.252 ±
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-                    <span class="max-value">251.</span>
+                    <span class="min-value">0.0517</span> |
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-    data-name-repr="&#39;text: importantly, activities, exterminates&#39;"
-    data-column-name="text: importantly, activities, exterminates"
+    data-name-repr="&#39;text: absolutely, completely, absolute&#39;"
+    data-column-name="text: absolutely, completely, absolute"
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@@ -22941,7 +22951,7 @@ <h3 class="margin-r-m">
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-            <span class="select-all wrap-long-name">text: importantly, activities, exterminates</span>
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@@ -22969,22 +22979,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>6.02 ±
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+                <dd>6.58 ±
+                    23.6
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>0.331 ±
-                    2.69
+                <dd>0.295 ±
+                    2.35
 
                 </dd>
 
                 <dt>Min | Max</dt>
                 <dd>
-                    <span class="min-value">0.0520</span> |
-                    <span class="max-value">695.</span>
+                    <span class="min-value">0.0511</span> |
+                    <span class="max-value">552.</span>
 
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+    data-name-repr="&#39;text: conservatives, consequences, preservatives&#39;"
+    data-column-name="text: conservatives, consequences, preservatives"
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@@ -23222,7 +23232,7 @@ <h3 class="margin-r-m">
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+            <span class="select-all wrap-long-name">text: conservatives, consequences, preservatives</span>
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 <button class="close-card-button"
@@ -23250,22 +23260,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>10.5 ±
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+                <dd>8.17 ±
+                    37.9
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>0.951 ±
-                    7.82
+                <dd>0.524 ±
+                    5.09
 
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-                    <span class="max-value">2.16e+03</span>
+                    <span class="min-value">0.0503</span> |
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+      <text style="font: 10px 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end" x="26.2875" y="35.740513" transform="rotate(-0 26.2875 35.740513)">400</text>
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+   <g id="text_7">
+    <text style="fill: #dd0000; font: 700 10px 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="54.8875" y="14.798437" transform="rotate(-0 54.8875 14.798437)">128 outliers (12.8%)</text>
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+  <clipPath id="p97785ef5ff">
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@@ -23791,8 +23821,8 @@ <h3 class="margin-r-m">
 
 
 <div class="card box-shadow column-summary" id="col_17_in_sample_tab"
-    data-name-repr="&#39;text: yourselves, ourselves, yourself&#39;"
-    data-column-name="text: yourselves, ourselves, yourself"
+    data-name-repr="&#39;text: afghanistan, campaigned, bragged&#39;"
+    data-column-name="text: afghanistan, campaigned, bragged"
     data-column-idx="17"
 
 
@@ -23804,7 +23834,7 @@ <h3 class="margin-r-m">
     <div class="card-header">
         <h3 class="margin-r-m">
 
-            <span class="select-all wrap-long-name">text: yourselves, ourselves, yourself</span>
+            <span class="select-all wrap-long-name">text: afghanistan, campaigned, bragged</span>
         </h3>
         <span>Float64DType</span>
 <button class="close-card-button"
@@ -23832,22 +23862,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>12.3 ±
-                    90.7
+                <dd>6.38 ±
+                    38.8
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>0.657 ±
-                    8.01
+                <dd>0.397 ±
+                    3.99
 
                 </dd>
 
                 <dt>Min | Max</dt>
                 <dd>
-                    <span class="min-value">0.0504</span> |
-                    <span class="max-value">2.79e+03</span>
+                    <span class="min-value">0.0507</span> |
+                    <span class="max-value">1.18e+03</span>
 
                 </dd>
 
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-    <dc:date>2024-12-11T19:15:04.064919</dc:date>
+    <dc:date>2024-12-11T19:24:58.731857</dc:date>
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     <dc:creator>
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+L 72.560226 82.621991
+L 59.469319 82.621991
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+      <text style="font: 10px 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle" x="82.11552" y="101.396875" transform="rotate(-0 82.11552 101.396875)">10</text>
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       <g>
-       <use xlink:href="#m8a07a3b544" x="133.125015" y="86.798437" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m3485d37cd7" x="131.192348" y="86.798437" style="stroke: #000000; stroke-width: 0.8"/>
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-      <text style="font: 10px 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle" x="133.125015" y="101.396875" transform="rotate(-0 133.125015 101.396875)">40</text>
+      <text style="font: 10px 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle" x="131.192348" y="101.396875" transform="rotate(-0 131.192348 101.396875)">20</text>
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       <defs>
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       </defs>
       <g>
-       <use xlink:href="#m8ce2eb04a1" x="33.2875" y="86.798437" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m7ff969b91f" x="33.2875" y="86.798437" style="stroke: #000000; stroke-width: 0.8"/>
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+      <text style="font: 10px 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end" x="26.2875" y="66.315989" transform="rotate(-0 26.2875 66.315989)">250</text>
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+      <text style="font: 10px 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end" x="26.2875" y="42.034322" transform="rotate(-0 26.2875 42.034322)">500</text>
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+    <text style="fill: #dd0000; font: 700 10px 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="54.8875" y="14.798437" transform="rotate(-0 54.8875 14.798437)">58 outliers (5.8%)</text>
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@@ -24082,8 +24112,8 @@ <h3 class="margin-r-m">
 
 
 <div class="card box-shadow column-summary" id="col_18_in_sample_tab"
-    data-name-repr="&#39;text: republican, mythology, republic&#39;"
-    data-column-name="text: republican, mythology, republic"
+    data-name-repr="&#39;text: impeachment, misdemeanors, eligibility&#39;"
+    data-column-name="text: impeachment, misdemeanors, eligibility"
     data-column-idx="18"
 
 
@@ -24095,7 +24125,7 @@ <h3 class="margin-r-m">
     <div class="card-header">
         <h3 class="margin-r-m">
 
-            <span class="select-all wrap-long-name">text: republican, mythology, republic</span>
+            <span class="select-all wrap-long-name">text: impeachment, misdemeanors, eligibility</span>
         </h3>
         <span>Float64DType</span>
 <button class="close-card-button"
@@ -24123,22 +24153,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>7.91 ±
-                    38.4
+                <dd>4.47 ±
+                    21.6
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>0.595 ±
-                    5.54
+                <dd>0.219 ±
+                    1.56
 
                 </dd>
 
                 <dt>Min | Max</dt>
                 <dd>
-                    <span class="min-value">0.0515</span> |
-                    <span class="max-value">1.10e+03</span>
+                    <span class="min-value">0.0508</span> |
+                    <span class="max-value">550.</span>
 
                 </dd>
 
@@ -24161,7 +24191,7 @@ <h3 class="margin-r-m">
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-    <dc:date>2024-12-11T19:15:04.121732</dc:date>
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+    data-column-name="text: castellano, underboss, dellacroce"
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                 <dt>Mean ± Std</dt>
-                <dd>9.43 ±
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+                <dd>6.99 ±
+                    30.6
 
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                 <dt>Median ± IQR</dt>
-                <dd>0.709 ±
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+                <dd>0.515 ±
+                    4.97
 
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-                    <span class="max-value">1.46e+03</span>
+                    <span class="min-value">0.0505</span> |
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-    data-name-repr="&#39;text: specifically, experience, experienced&#39;"
-    data-column-name="text: specifically, experience, experienced"
+    data-name-repr="&#39;text: volunteering, interview, intimidated&#39;"
+    data-column-name="text: volunteering, interview, intimidated"
     data-column-idx="20"
 
 
@@ -24687,7 +24717,7 @@ <h3 class="margin-r-m">
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         <h3 class="margin-r-m">
 
-            <span class="select-all wrap-long-name">text: specifically, experience, experienced</span>
+            <span class="select-all wrap-long-name">text: volunteering, interview, intimidated</span>
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 <button class="close-card-button"
@@ -24715,22 +24745,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>6.12 ±
-                    18.6
+                <dd>9.01 ±
+                    44.1
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>0.262 ±
-                    1.92
+                <dd>0.636 ±
+                    6.31
 
                 </dd>
 
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                 <dd>
-                    <span class="min-value">0.0521</span> |
-                    <span class="max-value">303.</span>
+                    <span class="min-value">0.0504</span> |
+                    <span class="max-value">1.28e+03</span>
 
                 </dd>
 
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 <div class="card box-shadow column-summary" id="col_21_in_sample_tab"
-    data-name-repr="&#39;text: pedophile, pedophiles, pfffffft&#39;"
-    data-column-name="text: pedophile, pedophiles, pfffffft"
+    data-name-repr="&#39;text: interesting, supporters, interested&#39;"
+    data-column-name="text: interesting, supporters, interested"
     data-column-idx="21"
 
 
@@ -24978,7 +25008,7 @@ <h3 class="margin-r-m">
     <div class="card-header">
         <h3 class="margin-r-m">
 
-            <span class="select-all wrap-long-name">text: pedophile, pedophiles, pfffffft</span>
+            <span class="select-all wrap-long-name">text: interesting, supporters, interested</span>
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 <button class="close-card-button"
@@ -25006,22 +25036,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>2.99 ±
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+                <dd>5.91 ±
+                    24.2
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>0.126 ±
-                    0.0995
+                <dd>0.315 ±
+                    3.61
 
                 </dd>
 
                 <dt>Min | Max</dt>
                 <dd>
-                    <span class="min-value">0.0521</span> |
-                    <span class="max-value">450.</span>
+                    <span class="min-value">0.0508</span> |
+                    <span class="max-value">642.</span>
 
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-    data-column-name="text: cuntmila, pizzaaaa, lowlifescumbag"
+    data-name-repr="&#39;text: barzini, michael, timeline&#39;"
+    data-column-name="text: barzini, michael, timeline"
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+            <span class="select-all wrap-long-name">text: barzini, michael, timeline</span>
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                 <dt>Mean ± Std</dt>
-                <dd>4.07 ±
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+                <dd>5.63 ±
+                    17.7
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>0.124 ±
-                    0.206
+                <dd>0.267 ±
+                    2.11
 
                 </dd>
 
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-                    <span class="max-value">325.</span>
+                    <span class="min-value">0.0512</span> |
+                    <span class="max-value">356.</span>
 
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+      <text style="font: 10px 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end" x="26.2875" y="44.202914" transform="rotate(-0 26.2875 44.202914)">500</text>
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+    <text style="fill: #dd0000; font: 700 10px 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="54.8875" y="14.798437" transform="rotate(-0 54.8875 14.798437)">86 outliers (8.6%)</text>
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@@ -25547,8 +25567,8 @@ <h3 class="margin-r-m">
 
 
 <div class="card box-shadow column-summary" id="col_23_in_sample_tab"
-    data-name-repr="&#39;text: congratulations, americans, financial&#39;"
-    data-column-name="text: congratulations, americans, financial"
+    data-name-repr="&#39;text: pokémon, calderon, wondering&#39;"
+    data-column-name="text: pokémon, calderon, wondering"
     data-column-idx="23"
 
 
@@ -25560,7 +25580,7 @@ <h3 class="margin-r-m">
     <div class="card-header">
         <h3 class="margin-r-m">
 
-            <span class="select-all wrap-long-name">text: congratulations, americans, financial</span>
+            <span class="select-all wrap-long-name">text: pokémon, calderon, wondering</span>
         </h3>
         <span>Float64DType</span>
 <button class="close-card-button"
@@ -25588,22 +25608,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>5.75 ±
-                    23.0
+                <dd>5.38 ±
+                    16.8
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>0.285 ±
-                    2.09
+                <dd>0.205 ±
+                    1.38
 
                 </dd>
 
                 <dt>Min | Max</dt>
                 <dd>
-                    <span class="min-value">0.0520</span> |
-                    <span class="max-value">458.</span>
+                    <span class="min-value">0.0515</span> |
+                    <span class="max-value">272.</span>
 
                 </dd>
 
@@ -25621,12 +25641,12 @@ <h3 class="margin-r-m">
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+<svg xmlns:xlink="http://www.w3.org/1999/xlink" width="15.61em" height="9.22em" viewBox="0 0 187.334845 110.676562" xmlns="http://www.w3.org/2000/svg" version="1.1">
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-    <dc:date>2024-12-11T19:15:04.400721</dc:date>
+    <dc:date>2024-12-11T19:24:59.064991</dc:date>
     <dc:format>image/svg+xml</dc:format>
     <dc:creator>
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 L 33.2875 18.227009
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+    <path d="M 59.469319 86.798437
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+      <text style="font: 10px 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle" x="79.793323" y="101.396875" transform="rotate(-0 79.793323 101.396875)">5</text>
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+      <text style="font: 10px 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle" x="126.782834" y="101.396875" transform="rotate(-0 126.782834 101.396875)">10</text>
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       <g>
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+       <use xlink:href="#m380f2e32c9" x="173.772345" y="86.798437" style="stroke: #000000; stroke-width: 0.8"/>
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+      <text style="font: 10px 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle" x="173.772345" y="101.396875" transform="rotate(-0 173.772345 101.396875)">15</text>
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@@ -25777,12 +25797,12 @@ <h3 class="margin-r-m">
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@@ -25792,18 +25812,18 @@ <h3 class="margin-r-m">
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+      <text style="font: 10px 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: end" x="26.2875" y="44.514707" transform="rotate(-0 26.2875 44.514707)">500</text>
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+" clip-path="url(#pe11c41953e)" style="fill: none; stroke-dasharray: 5.55,2.4; stroke-dashoffset: 0; stroke: #dd0000; stroke-width: 1.5"/>
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+    <text style="fill: #dd0000; font: 700 10px 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="54.8875" y="14.798437" transform="rotate(-0 54.8875 14.798437)">102 outliers (10.2%)</text>
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+  <clipPath id="pe11c41953e">
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  </defs>
@@ -25838,8 +25858,8 @@ <h3 class="margin-r-m">
 
 
 <div class="card box-shadow column-summary" id="col_24_in_sample_tab"
-    data-name-repr="&#39;text: fucking, suicide, fuckin&#39;"
-    data-column-name="text: fucking, suicide, fuckin"
+    data-name-repr="&#39;text: insurrectionist, amerikkklans, bankruptcies&#39;"
+    data-column-name="text: insurrectionist, amerikkklans, bankruptcies"
     data-column-idx="24"
 
 
@@ -25851,7 +25871,7 @@ <h3 class="margin-r-m">
     <div class="card-header">
         <h3 class="margin-r-m">
 
-            <span class="select-all wrap-long-name">text: fucking, suicide, fuckin</span>
+            <span class="select-all wrap-long-name">text: insurrectionist, amerikkklans, bankruptcies</span>
         </h3>
         <span>Float64DType</span>
 <button class="close-card-button"
@@ -25879,22 +25899,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>10.2 ±
-                    41.7
+                <dd>4.69 ±
+                    24.1
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>1.41 ±
-                    10.3
+                <dd>0.263 ±
+                    2.56
 
                 </dd>
 
                 <dt>Min | Max</dt>
                 <dd>
-                    <span class="min-value">0.0506</span> |
-                    <span class="max-value">1.22e+03</span>
+                    <span class="min-value">0.0507</span> |
+                    <span class="max-value">706.</span>
 
                 </dd>
 
@@ -25912,12 +25932,12 @@ <h3 class="margin-r-m">
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@@ -25942,125 +25962,125 @@ <h3 class="margin-r-m">
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                 <dt>Mean ± Std</dt>
-                <dd>4.80 ±
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                 <dt>Median ± IQR</dt>
-                <dd>0.258 ±
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+                <dd>0.145 ±
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-                    <span class="max-value">254.</span>
+                    <span class="min-value">0.0507</span> |
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@@ -26430,8 +26430,8 @@ <h3 class="margin-r-m">
 
 
 <div class="card box-shadow column-summary" id="col_26_in_sample_tab"
-    data-name-repr="&#39;text: communicated, communications, departments&#39;"
-    data-column-name="text: communicated, communications, departments"
+    data-name-repr="&#39;text: johnson, vaccine, august&#39;"
+    data-column-name="text: johnson, vaccine, august"
     data-column-idx="26"
 
 
@@ -26443,7 +26443,7 @@ <h3 class="margin-r-m">
     <div class="card-header">
         <h3 class="margin-r-m">
 
-            <span class="select-all wrap-long-name">text: communicated, communications, departments</span>
+            <span class="select-all wrap-long-name">text: johnson, vaccine, august</span>
         </h3>
         <span>Float64DType</span>
 <button class="close-card-button"
@@ -26471,22 +26471,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>5.77 ±
-                    27.5
+                <dd>6.17 ±
+                    21.4
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>0.386 ±
-                    2.81
+                <dd>0.310 ±
+                    3.07
 
                 </dd>
 
                 <dt>Min | Max</dt>
                 <dd>
                     <span class="min-value">0.0509</span> |
-                    <span class="max-value">771.</span>
+                    <span class="max-value">468.</span>
 
                 </dd>
 
@@ -26509,7 +26509,7 @@ <h3 class="margin-r-m">
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-    <dc:date>2024-12-11T19:15:04.567538</dc:date>
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+      <text style="font: 10px 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle" x="83.431441" y="101.396875" transform="rotate(-0 83.431441 101.396875)">10</text>
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+    <text style="fill: #dd0000; font: 700 10px 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="54.8875" y="14.798437" transform="rotate(-0 54.8875 14.798437)">66 outliers (6.6%)</text>
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@@ -26711,8 +26711,8 @@ <h3 class="margin-r-m">
 
 
 <div class="card box-shadow column-summary" id="col_27_in_sample_tab"
-    data-name-repr="&#39;text: johnson, vaccine, recently&#39;"
-    data-column-name="text: johnson, vaccine, recently"
+    data-name-repr="&#39;text: unrelentless, relentlessly, unverified&#39;"
+    data-column-name="text: unrelentless, relentlessly, unverified"
     data-column-idx="27"
 
 
@@ -26724,7 +26724,7 @@ <h3 class="margin-r-m">
     <div class="card-header">
         <h3 class="margin-r-m">
 
-            <span class="select-all wrap-long-name">text: johnson, vaccine, recently</span>
+            <span class="select-all wrap-long-name">text: unrelentless, relentlessly, unverified</span>
         </h3>
         <span>Float64DType</span>
 <button class="close-card-button"
@@ -26752,22 +26752,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>6.77 ±
-                    23.6
+                <dd>10.5 ±
+                    59.8
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>0.319 ±
-                    3.69
+                <dd>1.11 ±
+                    8.75
 
                 </dd>
 
                 <dt>Min | Max</dt>
                 <dd>
-                    <span class="min-value">0.0517</span> |
-                    <span class="max-value">468.</span>
+                    <span class="min-value">0.0503</span> |
+                    <span class="max-value">1.79e+03</span>
 
                 </dd>
 
@@ -26790,7 +26790,7 @@ <h3 class="margin-r-m">
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@@ -27293,8 +27293,8 @@ <h3 class="margin-r-m">
 
 
 <div class="card box-shadow column-summary" id="col_29_in_sample_tab"
-    data-name-repr="&#39;text: deepening, between, bitchymitchy&#39;"
-    data-column-name="text: deepening, between, bitchymitchy"
+    data-name-repr="&#39;text: republicans, republican, mythology&#39;"
+    data-column-name="text: republicans, republican, mythology"
     data-column-idx="29"
 
 
@@ -27306,7 +27306,7 @@ <h3 class="margin-r-m">
     <div class="card-header">
         <h3 class="margin-r-m">
 
-            <span class="select-all wrap-long-name">text: deepening, between, bitchymitchy</span>
+            <span class="select-all wrap-long-name">text: republicans, republican, mythology</span>
         </h3>
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 <button class="close-card-button"
@@ -27334,22 +27334,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>6.68 ±
-                    28.2
+                <dd>6.97 ±
+                    38.5
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>0.600 ±
-                    5.79
+                <dd>0.481 ±
+                    3.93
 
                 </dd>
 
                 <dt>Min | Max</dt>
                 <dd>
-                    <span class="min-value">0.0510</span> |
-                    <span class="max-value">800.</span>
+                    <span class="min-value">0.0507</span> |
+                    <span class="max-value">1.10e+03</span>
 
                 </dd>
 
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@@ -27594,8 +27584,8 @@ <h3 class="margin-r-m">
 
 
 <div class="card box-shadow column-summary" id="col_30_in_sample_tab"
-    data-name-repr="&#39;text: something, seasoning, already&#39;"
-    data-column-name="text: something, seasoning, already"
+    data-name-repr="&#39;text: international, missionaries, activities&#39;"
+    data-column-name="text: international, missionaries, activities"
     data-column-idx="30"
 
 
@@ -27607,7 +27597,7 @@ <h3 class="margin-r-m">
     <div class="card-header">
         <h3 class="margin-r-m">
 
-            <span class="select-all wrap-long-name">text: something, seasoning, already</span>
+            <span class="select-all wrap-long-name">text: international, missionaries, activities</span>
         </h3>
         <span>Float64DType</span>
 <button class="close-card-button"
@@ -27635,22 +27625,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>5.55 ±
-                    18.9
+                <dd>5.26 ±
+                    20.3
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>0.311 ±
-                    2.82
+                <dd>0.307 ±
+                    2.49
 
                 </dd>
 
                 <dt>Min | Max</dt>
                 <dd>
-                    <span class="min-value">0.0519</span> |
-                    <span class="max-value">351.</span>
+                    <span class="min-value">0.0512</span> |
+                    <span class="max-value">482.</span>
 
                 </dd>
 
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                 <dt>Mean ± Std</dt>
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                 <dt>Mean ± Std</dt>
-                <dd>10.8 ±
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                 <dt>Median ± IQR</dt>
-                <dd>0.728 ±
-                    6.77
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 <div class="card box-shadow column-summary" id="col_4"
-    data-name-repr="&#39;text: technical, involved, literally&#39;"
-    data-column-name="text: technical, involved, literally"
+    data-name-repr="&#39;text: blackmailed, congress, soooooo&#39;"
+    data-column-name="text: blackmailed, congress, soooooo"
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@@ -30886,7 +30866,7 @@ <h3 class="margin-r-m">
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-            <span class="select-all wrap-long-name">text: technical, involved, literally</span>
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@@ -30906,22 +30886,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>5.29 ±
-                    20.0
+                <dd>9.36 ±
+                    70.2
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>0.215 ±
-                    1.07
+                <dd>0.747 ±
+                    6.91
 
                 </dd>
 
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-                    <span class="min-value">0.0526</span> |
-                    <span class="max-value">388.</span>
+                    <span class="min-value">0.0503</span> |
+                    <span class="max-value">2.16e+03</span>
 
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 <div class="card box-shadow column-summary" id="col_5"
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-    data-column-name="text: promised, promises, promote"
+    data-name-repr="&#39;text: nxhcplzrecw, friends, unfriend&#39;"
+    data-column-name="text: nxhcplzrecw, friends, unfriend"
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@@ -31163,7 +31153,7 @@ <h3 class="margin-r-m">
             <input data-role="select-column-checkbox"
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-            <span class="select-all wrap-long-name">text: promised, promises, promote</span>
+            <span class="select-all wrap-long-name">text: nxhcplzrecw, friends, unfriend</span>
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@@ -31183,22 +31173,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>2.69 ±
-                    11.0
+                <dd>3.27 ±
+                    12.0
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>0.163 ±
-                    0.213
+                <dd>0.181 ±
+                    0.327
 
                 </dd>
 
                 <dt>Min | Max</dt>
                 <dd>
-                    <span class="min-value">0.0526</span> |
-                    <span class="max-value">160.</span>
+                    <span class="min-value">0.0530</span> |
+                    <span class="max-value">156.</span>
 
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-    data-name-repr="&#39;text: eurydice, originally, original&#39;"
-    data-column-name="text: eurydice, originally, original"
+    data-name-repr="&#39;text: emblazoned, confederate, gargantuan&#39;"
+    data-column-name="text: emblazoned, confederate, gargantuan"
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-            <span class="select-all wrap-long-name">text: eurydice, originally, original</span>
+            <span class="select-all wrap-long-name">text: emblazoned, confederate, gargantuan</span>
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@@ -32064,22 +32044,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>4.65 ±
-                    16.1
+                <dd>8.83 ±
+                    72.9
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>0.209 ±
-                    1.15
+                <dd>0.710 ±
+                    6.49
 
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                 <dd>
-                    <span class="min-value">0.0530</span> |
-                    <span class="max-value">204.</span>
+                    <span class="min-value">0.0502</span> |
+                    <span class="max-value">2.27e+03</span>
 
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                 <dt>Mean ± Std</dt>
-                <dd>9.01 ±
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-                <dd>0.724 ±
-                    7.07
+                <dd>0.223 ±
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+    data-name-repr="&#39;text: yourselves, pseudoscience, ourselves&#39;"
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                 <dt>Mean ± Std</dt>
-                <dd>5.41 ±
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+                <dd>12.1 ±
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                 <dt>Median ± IQR</dt>
-                <dd>0.292 ±
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+                <dd>0.439 ±
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+                    <span class="min-value">0.0501</span> |
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-    data-column-name="text: infrastructure, president, investment"
+    data-name-repr="&#39;text: governments, commandments, government&#39;"
+    data-column-name="text: governments, commandments, government"
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             <input data-role="select-column-checkbox"
                 data-manager="SelectColumnCheckBox" type="checkbox">
 
-            <span class="select-all wrap-long-name">text: infrastructure, president, investment</span>
+            <span class="select-all wrap-long-name">text: governments, commandments, government</span>
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@@ -32915,22 +32905,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>7.38 ±
-                    32.8
+                <dd>9.88 ±
+                    84.0
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>0.383 ±
-                    3.73
+                <dd>0.495 ±
+                    4.60
 
                 </dd>
 
                 <dt>Min | Max</dt>
                 <dd>
-                    <span class="min-value">0.0514</span> |
-                    <span class="max-value">834.</span>
+                    <span class="min-value">0.0501</span> |
+                    <span class="max-value">2.59e+03</span>
 
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-                <dd>6.08 ±
-                    18.3
+                <dd>9.69 ±
+                    41.7
 
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                 <dt>Median ± IQR</dt>
-                <dd>0.274 ±
-                    3.36
+                <dd>0.919 ±
+                    10.8
 
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-                    <span class="min-value">0.0544</span> |
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+                    <span class="min-value">0.0503</span> |
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-    data-name-repr="&#39;text: terrorists, democrats, democraps&#39;"
-    data-column-name="text: terrorists, democrats, democraps"
+    data-name-repr="&#39;text: trumptards, withdrawal, abandoning&#39;"
+    data-column-name="text: trumptards, withdrawal, abandoning"
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@@ -33449,7 +33469,7 @@ <h3 class="margin-r-m">
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                 data-manager="SelectColumnCheckBox" type="checkbox">
 
-            <span class="select-all wrap-long-name">text: terrorists, democrats, democraps</span>
+            <span class="select-all wrap-long-name">text: trumptards, withdrawal, abandoning</span>
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@@ -33469,22 +33489,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>3.70 ±
-                    16.8
+                <dd>4.26 ±
+                    16.1
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>0.136 ±
-                    0.159
+                <dd>0.252 ±
+                    1.23
 
                 </dd>
 
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                 <dd>
-                    <span class="min-value">0.0513</span> |
-                    <span class="max-value">251.</span>
+                    <span class="min-value">0.0517</span> |
+                    <span class="max-value">363.</span>
 
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@@ -33719,8 +33729,8 @@ <h3 class="margin-r-m">
 
 
 <div class="card box-shadow column-summary" id="col_14"
-    data-name-repr="&#39;text: importantly, activities, exterminates&#39;"
-    data-column-name="text: importantly, activities, exterminates"
+    data-name-repr="&#39;text: absolutely, completely, absolute&#39;"
+    data-column-name="text: absolutely, completely, absolute"
     data-column-idx="14"
 
 
@@ -33736,7 +33746,7 @@ <h3 class="margin-r-m">
             <input data-role="select-column-checkbox"
                 data-manager="SelectColumnCheckBox" type="checkbox">
 
-            <span class="select-all wrap-long-name">text: importantly, activities, exterminates</span>
+            <span class="select-all wrap-long-name">text: absolutely, completely, absolute</span>
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     <div class="column-summary-content wrapper">
@@ -33756,22 +33766,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>6.02 ±
-                    27.8
+                <dd>6.58 ±
+                    23.6
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>0.331 ±
-                    2.69
+                <dd>0.295 ±
+                    2.35
 
                 </dd>
 
                 <dt>Min | Max</dt>
                 <dd>
-                    <span class="min-value">0.0520</span> |
-                    <span class="max-value">695.</span>
+                    <span class="min-value">0.0511</span> |
+                    <span class="max-value">552.</span>
 
                 </dd>
 
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                 <dt>Mean ± Std</dt>
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+                <dd>0.135 ±
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-            <span class="select-all wrap-long-name">text: yourselves, ourselves, yourself</span>
+            <span class="select-all wrap-long-name">text: afghanistan, campaigned, bragged</span>
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     <div class="column-summary-content wrapper">
@@ -34607,22 +34637,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>12.3 ±
-                    90.7
+                <dd>6.38 ±
+                    38.8
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>0.657 ±
-                    8.01
+                <dd>0.397 ±
+                    3.99
 
                 </dd>
 
                 <dt>Min | Max</dt>
                 <dd>
-                    <span class="min-value">0.0504</span> |
-                    <span class="max-value">2.79e+03</span>
+                    <span class="min-value">0.0507</span> |
+                    <span class="max-value">1.18e+03</span>
 
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+    data-name-repr="&#39;text: impeachment, misdemeanors, eligibility&#39;"
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-            <span class="select-all wrap-long-name">text: republican, mythology, republic</span>
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@@ -34894,22 +34924,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>7.91 ±
-                    38.4
+                <dd>4.47 ±
+                    21.6
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>0.595 ±
-                    5.54
+                <dd>0.219 ±
+                    1.56
 
                 </dd>
 
                 <dt>Min | Max</dt>
                 <dd>
-                    <span class="min-value">0.0515</span> |
-                    <span class="max-value">1.10e+03</span>
+                    <span class="min-value">0.0508</span> |
+                    <span class="max-value">550.</span>
 
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                 <dt>Mean ± Std</dt>
-                <dd>9.43 ±
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+                <dd>6.99 ±
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+                <dd>0.515 ±
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-                    <span class="max-value">1.46e+03</span>
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-    data-name-repr="&#39;text: specifically, experience, experienced&#39;"
-    data-column-name="text: specifically, experience, experienced"
+    data-name-repr="&#39;text: volunteering, interview, intimidated&#39;"
+    data-column-name="text: volunteering, interview, intimidated"
     data-column-idx="20"
 
 
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                 data-manager="SelectColumnCheckBox" type="checkbox">
 
-            <span class="select-all wrap-long-name">text: specifically, experience, experienced</span>
+            <span class="select-all wrap-long-name">text: volunteering, interview, intimidated</span>
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@@ -35478,22 +35508,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>6.12 ±
-                    18.6
+                <dd>9.01 ±
+                    44.1
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>0.262 ±
-                    1.92
+                <dd>0.636 ±
+                    6.31
 
                 </dd>
 
                 <dt>Min | Max</dt>
                 <dd>
-                    <span class="min-value">0.0521</span> |
-                    <span class="max-value">303.</span>
+                    <span class="min-value">0.0504</span> |
+                    <span class="max-value">1.28e+03</span>
 
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-    data-column-name="text: pedophile, pedophiles, pfffffft"
+    data-name-repr="&#39;text: interesting, supporters, interested&#39;"
+    data-column-name="text: interesting, supporters, interested"
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                 <dt>Mean ± Std</dt>
-                <dd>2.99 ±
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+                <dd>5.91 ±
+                    24.2
 
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                 <dt>Median ± IQR</dt>
-                <dd>0.126 ±
-                    0.0995
+                <dd>0.315 ±
+                    3.61
 
                 </dd>
 
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                 <dd>
-                    <span class="min-value">0.0521</span> |
-                    <span class="max-value">450.</span>
+                    <span class="min-value">0.0508</span> |
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                 <dt>Mean ± Std</dt>
-                <dd>4.07 ±
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+                <dd>5.63 ±
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-                <dd>0.124 ±
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+                <dd>0.267 ±
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+                    <span class="min-value">0.0512</span> |
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+    <text style="fill: #dd0000; font: 700 10px 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: start" x="54.8875" y="14.798437" transform="rotate(-0 54.8875 14.798437)">86 outliers (8.6%)</text>
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-    data-name-repr="&#39;text: congratulations, americans, financial&#39;"
-    data-column-name="text: congratulations, americans, financial"
+    data-name-repr="&#39;text: pokémon, calderon, wondering&#39;"
+    data-column-name="text: pokémon, calderon, wondering"
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@@ -36319,7 +36339,7 @@ <h3 class="margin-r-m">
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                 data-manager="SelectColumnCheckBox" type="checkbox">
 
-            <span class="select-all wrap-long-name">text: congratulations, americans, financial</span>
+            <span class="select-all wrap-long-name">text: pokémon, calderon, wondering</span>
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@@ -36339,22 +36359,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>5.75 ±
-                    23.0
+                <dd>5.38 ±
+                    16.8
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>0.285 ±
-                    2.09
+                <dd>0.205 ±
+                    1.38
 
                 </dd>
 
                 <dt>Min | Max</dt>
                 <dd>
-                    <span class="min-value">0.0520</span> |
-                    <span class="max-value">458.</span>
+                    <span class="min-value">0.0515</span> |
+                    <span class="max-value">272.</span>
 
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+      <text style="font: 10px 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle" x="126.782834" y="101.396875" transform="rotate(-0 126.782834 101.396875)">10</text>
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 <div class="card box-shadow column-summary" id="col_24"
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-    data-column-name="text: fucking, suicide, fuckin"
+    data-name-repr="&#39;text: insurrectionist, amerikkklans, bankruptcies&#39;"
+    data-column-name="text: insurrectionist, amerikkklans, bankruptcies"
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@@ -36606,7 +36626,7 @@ <h3 class="margin-r-m">
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-            <span class="select-all wrap-long-name">text: fucking, suicide, fuckin</span>
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@@ -36626,22 +36646,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>10.2 ±
-                    41.7
+                <dd>4.69 ±
+                    24.1
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>1.41 ±
-                    10.3
+                <dd>0.263 ±
+                    2.56
 
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                 <dt>Min | Max</dt>
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-                    <span class="min-value">0.0506</span> |
-                    <span class="max-value">1.22e+03</span>
+                    <span class="min-value">0.0507</span> |
+                    <span class="max-value">706.</span>
 
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                 <dt>Mean ± Std</dt>
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                 <dt>Median ± IQR</dt>
-                <dd>0.258 ±
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+                <dd>0.145 ±
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+                    <span class="min-value">0.0507</span> |
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@@ -37173,8 +37173,8 @@ <h3 class="margin-r-m">
 
 
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-    data-name-repr="&#39;text: communicated, communications, departments&#39;"
-    data-column-name="text: communicated, communications, departments"
+    data-name-repr="&#39;text: johnson, vaccine, august&#39;"
+    data-column-name="text: johnson, vaccine, august"
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@@ -37190,7 +37190,7 @@ <h3 class="margin-r-m">
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                 data-manager="SelectColumnCheckBox" type="checkbox">
 
-            <span class="select-all wrap-long-name">text: communicated, communications, departments</span>
+            <span class="select-all wrap-long-name">text: johnson, vaccine, august</span>
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@@ -37210,22 +37210,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>5.77 ±
-                    27.5
+                <dd>6.17 ±
+                    21.4
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>0.386 ±
-                    2.81
+                <dd>0.310 ±
+                    3.07
 
                 </dd>
 
                 <dt>Min | Max</dt>
                 <dd>
                     <span class="min-value">0.0509</span> |
-                    <span class="max-value">771.</span>
+                    <span class="max-value">468.</span>
 
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+      <text style="font: 10px 'DejaVu Sans', 'Bitstream Vera Sans', 'Computer Modern Sans Serif', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', sans-serif; text-anchor: middle" x="83.431441" y="101.396875" transform="rotate(-0 83.431441 101.396875)">10</text>
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@@ -37450,8 +37450,8 @@ <h3 class="margin-r-m">
 
 
 <div class="card box-shadow column-summary" id="col_27"
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-    data-column-name="text: johnson, vaccine, recently"
+    data-name-repr="&#39;text: unrelentless, relentlessly, unverified&#39;"
+    data-column-name="text: unrelentless, relentlessly, unverified"
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@@ -37467,7 +37467,7 @@ <h3 class="margin-r-m">
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-            <span class="select-all wrap-long-name">text: johnson, vaccine, recently</span>
+            <span class="select-all wrap-long-name">text: unrelentless, relentlessly, unverified</span>
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@@ -37487,22 +37487,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>6.77 ±
-                    23.6
+                <dd>10.5 ±
+                    59.8
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>0.319 ±
-                    3.69
+                <dd>1.11 ±
+                    8.75
 
                 </dd>
 
                 <dt>Min | Max</dt>
                 <dd>
-                    <span class="min-value">0.0517</span> |
-                    <span class="max-value">468.</span>
+                    <span class="min-value">0.0503</span> |
+                    <span class="max-value">1.79e+03</span>
 
                 </dd>
 
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 <div class="card box-shadow column-summary" id="col_29"
-    data-name-repr="&#39;text: deepening, between, bitchymitchy&#39;"
-    data-column-name="text: deepening, between, bitchymitchy"
+    data-name-repr="&#39;text: republicans, republican, mythology&#39;"
+    data-column-name="text: republicans, republican, mythology"
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                 data-manager="SelectColumnCheckBox" type="checkbox">
 
-            <span class="select-all wrap-long-name">text: deepening, between, bitchymitchy</span>
+            <span class="select-all wrap-long-name">text: republicans, republican, mythology</span>
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@@ -38061,22 +38061,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>6.68 ±
-                    28.2
+                <dd>6.97 ±
+                    38.5
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>0.600 ±
-                    5.79
+                <dd>0.481 ±
+                    3.93
 
                 </dd>
 
                 <dt>Min | Max</dt>
                 <dd>
-                    <span class="min-value">0.0510</span> |
-                    <span class="max-value">800.</span>
+                    <span class="min-value">0.0507</span> |
+                    <span class="max-value">1.10e+03</span>
 
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-    data-name-repr="&#39;text: something, seasoning, already&#39;"
-    data-column-name="text: something, seasoning, already"
+    data-name-repr="&#39;text: international, missionaries, activities&#39;"
+    data-column-name="text: international, missionaries, activities"
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@@ -38338,7 +38328,7 @@ <h3 class="margin-r-m">
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-            <span class="select-all wrap-long-name">text: something, seasoning, already</span>
+            <span class="select-all wrap-long-name">text: international, missionaries, activities</span>
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@@ -38358,22 +38348,22 @@ <h3 class="margin-r-m">
 
 
                 <dt>Mean ± Std</dt>
-                <dd>5.55 ±
-                    18.9
+                <dd>5.26 ±
+                    20.3
 
                 </dd>
 
 
                 <dt>Median ± IQR</dt>
-                <dd>0.311 ±
-                    2.82
+                <dd>0.307 ±
+                    2.49
 
                 </dd>
 
                 <dt>Min | Max</dt>
                 <dd>
-                    <span class="min-value">0.0519</span> |
-                    <span class="max-value">351.</span>
+                    <span class="min-value">0.0512</span> |
+                    <span class="max-value">482.</span>
 
                 </dd>
 
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@@ -38639,7 +38639,7 @@ <h3 class="margin-r-m">
 
             <tr>
                 <td class="ellided">text</td>
-                <td class="ellided">text: emblazoned, gargantuan, changing</td>
+                <td class="ellided">text: emblazoned, confederate, gargantuan</td>
                 <td
 
                     class="critical">
@@ -38649,17 +38649,16 @@ <h3 class="margin-r-m">
 
             <tr>
                 <td class="ellided">text</td>
-                <td class="ellided">text: fucking, suicide, fuckin</td>
+                <td class="ellided">text: suicide, fucking, quirky</td>
                 <td
-
-                    class="critical">
-                    1.00
+                    >
+                    0.707
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">text: mississippi, teammates, beautifuls</td>
-                <td class="ellided">text: melancholy, morgana, requiem</td>
+                <td class="ellided">text: conservatives, consequences, preservatives</td>
+                <td class="ellided">text: republicans, republican, mythology</td>
                 <td
                     >
                     0.707
@@ -38667,8 +38666,8 @@ <h3 class="margin-r-m">
             </tr>
 
             <tr>
-                <td class="ellided">text: congress, prosecuting, blackmailed</td>
-                <td class="ellided">text: congratulations, americans, financial</td>
+                <td class="ellided">text: blackmailed, congress, soooooo</td>
+                <td class="ellided">text: insurrectionist, amerikkklans, bankruptcies</td>
                 <td
                     >
                     0.707
@@ -38676,35 +38675,35 @@ <h3 class="margin-r-m">
             </tr>
 
             <tr>
-                <td class="ellided">text: interview, japanese, meantime</td>
-                <td class="ellided">text: melancholy, morgana, requiem</td>
+                <td class="ellided">text: impeachment, misdemeanors, eligibility</td>
+                <td class="ellided">text: insurrectionist, amerikkklans, bankruptcies</td>
                 <td
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             <tr>
-                <td class="ellided">text: promised, promises, promote</td>
-                <td class="ellided">text: definitely, neighbors, electricity</td>
+                <td class="ellided">text: blackmailed, congress, soooooo</td>
+                <td class="ellided">text: impeachment, misdemeanors, eligibility</td>
                 <td
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             <tr>
-                <td class="ellided">text: definitely, neighbors, electricity</td>
-                <td class="ellided">text: infrastructure, president, investment</td>
+                <td class="ellided">text: blackmailed, congress, soooooo</td>
+                <td class="ellided">text: castellano, underboss, dellacroce</td>
                 <td
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-                <td class="ellided">text: mississippi, teammates, beautifuls</td>
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+                <td class="ellided">text: insurrectionist, amerikkklans, bankruptcies</td>
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@@ -38713,25 +38712,25 @@ <h3 class="margin-r-m">
 
             <tr>
                 <td class="ellided">text</td>
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                 <td
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-                <td class="ellided">text: terrorists, democrats, democraps</td>
-                <td class="ellided">text: republican, mythology, republic</td>
+                <td class="ellided">text: absolutely, completely, absolute</td>
+                <td class="ellided">text: republicans, republican, mythology</td>
                 <td
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             </tr>
 
             <tr>
-                <td class="ellided">text: republican, mythology, republic</td>
-                <td class="ellided">text: pedophile, pedophiles, pfffffft</td>
+                <td class="ellided">text: boycotthollywood, hollywood, assholes</td>
+                <td class="ellided">text: conservatives, consequences, preservatives</td>
                 <td
                     >
                     0.353
@@ -38739,44 +38738,44 @@ <h3 class="margin-r-m">
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             <tr>
-                <td class="ellided">text: importantly, activities, exterminates</td>
-                <td class="ellided">text: congress, prosecuting, blackmailed</td>
+                <td class="ellided">text: castellano, underboss, dellacroce</td>
+                <td class="ellided">text: unrelentless, relentlessly, unverified</td>
                 <td
                     >
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                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">text: republican, mythology, republic</td>
-                <td class="ellided">text: destroyed, decoding, pallets</td>
+                <td class="ellided">text: impeachment, misdemeanors, eligibility</td>
+                <td class="ellided">text: castellano, underboss, dellacroce</td>
                 <td
                     >
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                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">text: terrorists, democrats, democraps</td>
-                <td class="ellided">text: pedophile, pedophiles, pfffffft</td>
+                <td class="ellided">text: boycotthollywood, hollywood, assholes</td>
+                <td class="ellided">text: republicans, republican, mythology</td>
                 <td
                     >
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+                    0.288
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">text: technical, involved, literally</td>
-                <td class="ellided">text: congratulations, americans, financial</td>
+                <td class="ellided">text: insurrectionist, amerikkklans, bankruptcies</td>
+                <td class="ellided">text: international, missionaries, activities</td>
                 <td
                     >
-                    0.297
+                    0.288
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">text: definitely, neighbors, electricity</td>
-                <td class="ellided">text: johnson, vaccine, recently</td>
+                <td class="ellided">text: blackmailed, congress, soooooo</td>
+                <td class="ellided">text: international, missionaries, activities</td>
                 <td
                     >
                     0.288
@@ -38784,38 +38783,38 @@ <h3 class="margin-r-m">
             </tr>
 
             <tr>
-                <td class="ellided">text: promised, promises, promote</td>
-                <td class="ellided">text: communicated, communications, departments</td>
+                <td class="ellided">text: boycotthollywood, hollywood, assholes</td>
+                <td class="ellided">text: unrelentless, relentlessly, unverified</td>
                 <td
                     >
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                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">text: congratulations, americans, financial</td>
-                <td class="ellided">text: communicated, communications, departments</td>
+                <td class="ellided">text</td>
+                <td class="ellided">text: bitchymitchy, stupidity, stupid</td>
                 <td
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-                    0.288
+                    0.236
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             <tr>
-                <td class="ellided">text: congress, prosecuting, blackmailed</td>
-                <td class="ellided">text: communicated, communications, departments</td>
+                <td class="ellided">text: boycotthollywood, hollywood, assholes</td>
+                <td class="ellided">text: international, missionaries, activities</td>
                 <td
                     >
-                    0.288
+                    0.235
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">text: importantly, activities, exterminates</td>
-                <td class="ellided">text: congratulations, americans, financial</td>
+                <td class="ellided">text: suspenders, skinhead, remember</td>
+                <td class="ellided">text: interesting, supporters, interested</td>
                 <td
                     >
-                    0.258
+                    0.204
                 </td>
             </tr>
 
@@ -38841,7 +38840,7 @@ <h3 class="margin-r-m">
         </div>
     </template>
 
-    <skrub-table-report class="report" id="report_5b3a57e6">
+    <skrub-table-report class="report" id="report_0e6008b2">
     </skrub-table-report>
 
     <script type="module">
@@ -39872,7 +39871,7 @@ <h3 class="margin-r-m">
     </script>
 </div>
 
-<div id="report_5b3a57e6-wrapper-fallback">
+<div id="report_0e6008b2-wrapper-fallback">
     <h2>Please enable javascript</h2>
     <p>
         The skrub table reports need javascript to display correctly. If you are
@@ -39883,8 +39882,8 @@ <h2>Please enable javascript</h2>
 </div>
 
 <script>
- document.getElementById("report_5b3a57e6-wrapper").removeAttribute("hidden");
- document.getElementById("report_5b3a57e6-wrapper-fallback").setAttribute("hidden", "");
+ document.getElementById("report_0e6008b2-wrapper").removeAttribute("hidden");
+ document.getElementById("report_0e6008b2-wrapper-fallback").setAttribute("hidden", "");
 </script>
 </div>
 <br />
@@ -40100,10 +40099,10 @@ <h2>Conclusion<a class="headerlink" href="#conclusion" title="Link to this headi
 <p>In conclusion, <a class="reference internal" href="../reference/generated/skrub.TextEncoder.html#skrub.TextEncoder" title="skrub.TextEncoder"><code class="xref py py-class docutils literal notranslate"><span class="pre">TextEncoder</span></code></a> provides powerful vectorization for text, but at
 the cost of longer computation times and the need for additional dependencies,
 such as torch.</p>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (2 minutes 57.255 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (3 minutes 4.673 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-02-text-with-string-encoders-py">
 <div class="binder-badge docutils container">
-<a class="reference external image-reference" href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.0?urlpath=lab/tree/notebooks/auto_examples/02_text_with_string_encoders.ipynb"><img alt="Launch binder" src="../_images/binder_badge_logo.svg" style="width: 150px;" />
+<a class="reference external image-reference" href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.1?urlpath=lab/tree/notebooks/auto_examples/02_text_with_string_encoders.ipynb"><img alt="Launch binder" src="../_images/binder_badge_logo.svg" style="width: 150px;" />
 </a>
 </div>
 <div class="lite-badge docutils container">
@@ -40238,7 +40237,7 @@ <h2>Conclusion<a class="headerlink" href="#conclusion" title="Link to this headi
     
       
         <div class="sphx-glr-sidebar-item binder-badge-sidebar">
-          <a href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.0?urlpath=lab/tree/notebooks/auto_examples/02_text_with_string_encoders.ipynb">
+          <a href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.1?urlpath=lab/tree/notebooks/auto_examples/02_text_with_string_encoders.ipynb">
             <img src="../_images/binder_badge_logo.svg" alt="Launch binder">
           </a>
         </div>
diff --git a/0.4/auto_examples/03_datetime_encoder.html b/0.4/auto_examples/03_datetime_encoder.html
index a1987f8f8..7be2a4629 100644
--- a/0.4/auto_examples/03_datetime_encoder.html
+++ b/0.4/auto_examples/03_datetime_encoder.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../_static/doctools.js?v=9bcbadda"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
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         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="Various string encoders: a sentiment analysis example" href="02_text_with_string_encoders.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -868,8 +868,8 @@ <h3>Evaluating the model<a class="headerlink" href="#evaluating-the-model" title
 <span class="p">)</span>
 </pre></div>
 </div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>array([ -6664.06809097,  -6520.55512687, -21139.48809623, -13477.41367099,
-       -14915.63248505])
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>array([ -6664.06809097,  -6520.55512687, -21139.48809623, -13107.32356851,
+       -14028.13086367])
 </pre></div>
 </div>
 </section>
@@ -970,10 +970,10 @@ <h2>Conclusion<a class="headerlink" href="#conclusion" title="Link to this headi
 features from a datetime column.
 Also check out the <a class="reference internal" href="../reference/generated/skrub.TableVectorizer.html#skrub.TableVectorizer" title="skrub.TableVectorizer"><code class="xref py py-class docutils literal notranslate"><span class="pre">TableVectorizer</span></code></a>, which automatically recognizes
 and transforms datetime columns by default.</p>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 5.398 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 5.267 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-03-datetime-encoder-py">
 <div class="binder-badge docutils container">
-<a class="reference external image-reference" href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.0?urlpath=lab/tree/notebooks/auto_examples/03_datetime_encoder.ipynb"><img alt="Launch binder" src="../_images/binder_badge_logo.svg" style="width: 150px;" />
+<a class="reference external image-reference" href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.1?urlpath=lab/tree/notebooks/auto_examples/03_datetime_encoder.ipynb"><img alt="Launch binder" src="../_images/binder_badge_logo.svg" style="width: 150px;" />
 </a>
 </div>
 <div class="lite-badge docutils container">
@@ -1115,7 +1115,7 @@ <h2>Conclusion<a class="headerlink" href="#conclusion" title="Link to this headi
     
       
         <div class="sphx-glr-sidebar-item binder-badge-sidebar">
-          <a href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.0?urlpath=lab/tree/notebooks/auto_examples/03_datetime_encoder.ipynb">
+          <a href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.1?urlpath=lab/tree/notebooks/auto_examples/03_datetime_encoder.ipynb">
             <img src="../_images/binder_badge_logo.svg" alt="Launch binder">
           </a>
         </div>
diff --git a/0.4/auto_examples/04_fuzzy_joining.html b/0.4/auto_examples/04_fuzzy_joining.html
index 2a04928fb..71bde6d68 100644
--- a/0.4/auto_examples/04_fuzzy_joining.html
+++ b/0.4/auto_examples/04_fuzzy_joining.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../_static/doctools.js?v=9bcbadda"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="Handling datetime features with the DatetimeEncoder" href="03_datetime_encoder.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -1244,7 +1244,7 @@ <h2>Joining tables with imperfect correspondence<a class="headerlink" href="#joi
 between the rows that have been matched, that we will use later to show
 what are the worst matches.</p>
 </aside>
-<p>We see that our <a class="reference internal" href="../reference/generated/skrub.fuzzy_join.html#skrub.fuzzy_join" title="skrub.fuzzy_join"><code class="xref py py-func docutils literal notranslate"><span class="pre">fuzzy_join()</span></code></a> succesfully identified the countries,
+<p>We see that our <a class="reference internal" href="../reference/generated/skrub.fuzzy_join.html#skrub.fuzzy_join" title="skrub.fuzzy_join"><code class="xref py py-func docutils literal notranslate"><span class="pre">fuzzy_join()</span></code></a> successfully identified the countries,
 even though some country names differ between tables.</p>
 <p>For instance, “Egypt” and “Egypt, Arab Rep.” are correctly matched, as are
 “Lesotho*” and “Lesotho”.</p>
@@ -1397,7 +1397,7 @@ <h2>Joining tables with imperfect correspondence<a class="headerlink" href="#joi
 </div>
 </div>
 <br />
-<br /><p>We see that some matches were unsuccesful
+<br /><p>We see that some matches were unsuccessful
 (e.g “Palestinian Territories*” and “Palau”),
 because there is simply no match in the two tables.</p>
 <p>In this case, it is better to use the threshold parameter (<code class="docutils literal notranslate"><span class="pre">max_dist</span></code>)
@@ -1776,7 +1776,7 @@ <h2>Prediction model<a class="headerlink" href="#prediction-model" title="Link t
 <p>Data cleaning varies from dataset to dataset: there are as
 many ways to clean a table as there are errors. <a class="reference internal" href="../reference/generated/skrub.fuzzy_join.html#skrub.fuzzy_join" title="skrub.fuzzy_join"><code class="xref py py-func docutils literal notranslate"><span class="pre">fuzzy_join()</span></code></a>
 method is generalizable across all datasets.</p>
-<p>Data transformation is also often very costly in both time and ressources.
+<p>Data transformation is also often very costly in both time and resources.
 <a class="reference internal" href="../reference/generated/skrub.fuzzy_join.html#skrub.fuzzy_join" title="skrub.fuzzy_join"><code class="xref py py-func docutils literal notranslate"><span class="pre">fuzzy_join()</span></code></a> is fast and easy-to-use.</p>
 <p>Now up to you, try improving our model by adding information into it and
 beating our result!</p>
@@ -1839,10 +1839,10 @@ <h2>Using the <a class="reference internal" href="../reference/generated/skrub.J
 <div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Best parameters: {&#39;joiner-1__max_dist&#39;: 0.1, &#39;joiner-2__max_dist&#39;: 0.9, &#39;joiner-3__max_dist&#39;: 0.1}
 </pre></div>
 </div>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 10.678 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 10.942 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-04-fuzzy-joining-py">
 <div class="binder-badge docutils container">
-<a class="reference external image-reference" href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.0?urlpath=lab/tree/notebooks/auto_examples/04_fuzzy_joining.ipynb"><img alt="Launch binder" src="../_images/binder_badge_logo.svg" style="width: 150px;" />
+<a class="reference external image-reference" href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.1?urlpath=lab/tree/notebooks/auto_examples/04_fuzzy_joining.ipynb"><img alt="Launch binder" src="../_images/binder_badge_logo.svg" style="width: 150px;" />
 </a>
 </div>
 <div class="lite-badge docutils container">
@@ -1987,7 +1987,7 @@ <h2>Using the <a class="reference internal" href="../reference/generated/skrub.J
     
       
         <div class="sphx-glr-sidebar-item binder-badge-sidebar">
-          <a href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.0?urlpath=lab/tree/notebooks/auto_examples/04_fuzzy_joining.ipynb">
+          <a href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.1?urlpath=lab/tree/notebooks/auto_examples/04_fuzzy_joining.ipynb">
             <img src="../_images/binder_badge_logo.svg" alt="Launch binder">
           </a>
         </div>
diff --git a/0.4/auto_examples/05_deduplication.html b/0.4/auto_examples/05_deduplication.html
index aee809a5d..621185852 100644
--- a/0.4/auto_examples/05_deduplication.html
+++ b/0.4/auto_examples/05_deduplication.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../_static/doctools.js?v=9bcbadda"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="Fuzzy joining dirty tables with the Joiner" href="04_fuzzy_joining.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -721,10 +721,10 @@ <h2>Conclusion<a class="headerlink" href="#conclusion" title="Link to this headi
 carry useful information for our machine learning task.
 Otherwise, we prefer using encoding methods such as <a class="reference internal" href="../reference/generated/skrub.GapEncoder.html#skrub.GapEncoder" title="skrub.GapEncoder"><code class="xref py py-class docutils literal notranslate"><span class="pre">GapEncoder</span></code></a>
 or <a class="reference internal" href="../reference/generated/skrub.MinHashEncoder.html#skrub.MinHashEncoder" title="skrub.MinHashEncoder"><code class="xref py py-class docutils literal notranslate"><span class="pre">MinHashEncoder</span></code></a>.</p>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 4.703 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 1.328 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-05-deduplication-py">
 <div class="binder-badge docutils container">
-<a class="reference external image-reference" href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.0?urlpath=lab/tree/notebooks/auto_examples/05_deduplication.ipynb"><img alt="Launch binder" src="../_images/binder_badge_logo.svg" style="width: 150px;" />
+<a class="reference external image-reference" href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.1?urlpath=lab/tree/notebooks/auto_examples/05_deduplication.ipynb"><img alt="Launch binder" src="../_images/binder_badge_logo.svg" style="width: 150px;" />
 </a>
 </div>
 <div class="lite-badge docutils container">
@@ -858,7 +858,7 @@ <h2>Conclusion<a class="headerlink" href="#conclusion" title="Link to this headi
     
       
         <div class="sphx-glr-sidebar-item binder-badge-sidebar">
-          <a href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.0?urlpath=lab/tree/notebooks/auto_examples/05_deduplication.ipynb">
+          <a href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.1?urlpath=lab/tree/notebooks/auto_examples/05_deduplication.ipynb">
             <img src="../_images/binder_badge_logo.svg" alt="Launch binder">
           </a>
         </div>
diff --git a/0.4/auto_examples/06_ken_embeddings.html b/0.4/auto_examples/06_ken_embeddings.html
index e52338ee2..3b88bb614 100644
--- a/0.4/auto_examples/06_ken_embeddings.html
+++ b/0.4/auto_examples/06_ken_embeddings.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../_static/doctools.js?v=9bcbadda"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="Deduplicating misspelled categories" href="05_deduplication.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -558,7 +558,7 @@
 <p>When the data comprises common entities (cities,
 companies or famous people), bringing new information assembled from external
 sources may be the key to improving the analysis.</p>
-<p>Embeddings, or vectorial representations of entities, are a conveniant way to
+<p>Embeddings, or vectorial representations of entities, are a convenient way to
 capture and summarize the information on an entity.
 Relational data embeddings capture all common entities from Wikipedia. <a class="footnote-reference brackets" href="#id2" id="id1" role="doc-noteref"><span class="fn-bracket">[</span>1<span class="fn-bracket">]</span></a>
 These will be called <cite>KEN embeddings</cite> in the following example.</p>
@@ -726,7 +726,7 @@ <h2>Extracting entity embeddings<a class="headerlink" href="#extracting-entity-e
 <a href="../reference/generated/skrub.datasets.fetch_ken_table_aliases.html#skrub.datasets.fetch_ken_table_aliases" title="skrub.datasets.fetch_ken_table_aliases" class="sphx-glr-backref-module-skrub-datasets sphx-glr-backref-type-py-function"><span class="n">fetch_ken_table_aliases</span></a><span class="p">()</span>
 </pre></div>
 </div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>{&#39;games&#39;, &#39;schools&#39;, &#39;albums&#39;, &#39;movies&#39;, &#39;all_entities&#39;, &#39;companies&#39;}
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>{&#39;games&#39;, &#39;movies&#39;, &#39;companies&#39;, &#39;schools&#39;, &#39;all_entities&#39;, &#39;albums&#39;}
 </pre></div>
 </div>
 <p>The <em>games</em> table is the most relevant to our case.
@@ -900,7 +900,7 @@ <h2>Prediction with base features<a class="headerlink" href="#prediction-with-ba
 <p>The <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.pipeline.Pipeline.html#sklearn.pipeline.Pipeline" title="(in scikit-learn v1.6)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Pipeline</span></code></a> can now be readily applied to the dataframe for prediction:</p>
 <div class="highlight-Python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">sklearn.model_selection</span> <span class="kn">import</span> <a href="https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.cross_validate.html#sklearn.model_selection.cross_validate" title="sklearn.model_selection.cross_validate" class="sphx-glr-backref-module-sklearn-model_selection sphx-glr-backref-type-py-function"><span class="n">cross_validate</span></a>
 
-<span class="c1"># We will save the results in a dictionnary:</span>
+<span class="c1"># We will save the results in a dictionary:</span>
 <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">all_r2_scores</span></a> <span class="o">=</span> <span class="nb">dict</span><span class="p">()</span>
 <a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">all_rmse_scores</span></a> <span class="o">=</span> <span class="nb">dict</span><span class="p">()</span>
 
@@ -1021,10 +1021,10 @@ <h3>Plotting the results<a class="headerlink" href="#plotting-the-results" title
 additional background information on the game and the publisher of the
 game that would otherwise be missed.</p>
 <p>It helped significantly improve the prediction score.</p>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (1 minutes 14.813 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (1 minutes 33.191 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-06-ken-embeddings-py">
 <div class="binder-badge docutils container">
-<a class="reference external image-reference" href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.0?urlpath=lab/tree/notebooks/auto_examples/06_ken_embeddings.ipynb"><img alt="Launch binder" src="../_images/binder_badge_logo.svg" style="width: 150px;" />
+<a class="reference external image-reference" href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.1?urlpath=lab/tree/notebooks/auto_examples/06_ken_embeddings.ipynb"><img alt="Launch binder" src="../_images/binder_badge_logo.svg" style="width: 150px;" />
 </a>
 </div>
 <div class="lite-badge docutils container">
@@ -1166,7 +1166,7 @@ <h3>Plotting the results<a class="headerlink" href="#plotting-the-results" title
     
       
         <div class="sphx-glr-sidebar-item binder-badge-sidebar">
-          <a href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.0?urlpath=lab/tree/notebooks/auto_examples/06_ken_embeddings.ipynb">
+          <a href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.1?urlpath=lab/tree/notebooks/auto_examples/06_ken_embeddings.ipynb">
             <img src="../_images/binder_badge_logo.svg" alt="Launch binder">
           </a>
         </div>
diff --git a/0.4/auto_examples/07_multiple_key_join.html b/0.4/auto_examples/07_multiple_key_join.html
index dedece534..9be0ac0f2 100644
--- a/0.4/auto_examples/07_multiple_key_join.html
+++ b/0.4/auto_examples/07_multiple_key_join.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../_static/doctools.js?v=9bcbadda"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="Wikipedia embeddings to enrich the data" href="06_ken_embeddings.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -563,7 +563,7 @@
 longitude and latitude.</p>
 <p><a class="reference internal" href="../reference/generated/skrub.Joiner.html#skrub.Joiner" title="skrub.Joiner"><code class="xref py py-func docutils literal notranslate"><span class="pre">Joiner()</span></code></a> is a scikit-learn compatible transformer that enables
 performing joins across multiple keys,
-independantly of the data type (numerical, string or mixed).</p>
+independently of the data type (numerical, string or mixed).</p>
 <p>The following example uses US domestic flights data
 to illustrate how space and time information from a
 pool of tables are combined for machine learning.</p>
@@ -1138,7 +1138,7 @@ <h2>Joining: feature augmentation across tables<a class="headerlink" href="#join
 </div>
 </div>
 <br />
-<br /><p>Then we join this table with the airports so that we get all auxilliary
+<br /><p>Then we join this table with the airports so that we get all auxiliary
 tables into one.</p>
 <div class="highlight-Python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">skrub</span> <span class="kn">import</span> <a href="../reference/generated/skrub.Joiner.html#skrub.Joiner" title="skrub.Joiner" class="sphx-glr-backref-module-skrub sphx-glr-backref-type-py-class"><span class="n">Joiner</span></a>
 
@@ -1330,7 +1330,7 @@ <h2>Joining: feature augmentation across tables<a class="headerlink" href="#join
 </div>
 <br />
 <br /><p>Joining airports with flights data:
-Let’s instanciate another multiple key joiner on the date and the airport:</p>
+Let’s instantiate another multiple key joiner on the date and the airport:</p>
 <div class="highlight-Python notranslate"><div class="highlight"><pre><span></span><a href="../reference/generated/skrub.Joiner.html#skrub.Joiner" title="skrub.Joiner" class="sphx-glr-backref-module-skrub sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">joiner</span></a> <span class="o">=</span> <a href="../reference/generated/skrub.Joiner.html#skrub.Joiner" title="skrub.Joiner" class="sphx-glr-backref-module-skrub sphx-glr-backref-type-py-class"><span class="n">Joiner</span></a><span class="p">(</span>
     <a href="http://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.html#pandas.DataFrame" title="pandas.core.frame.DataFrame" class="sphx-glr-backref-module-pandas-core-frame sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">aux_augmented</span></a><span class="p">,</span>
     <span class="n">aux_key</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;YEAR/MONTH/DAY&quot;</span><span class="p">,</span> <span class="s2">&quot;iata&quot;</span><span class="p">],</span>
@@ -1578,10 +1578,10 @@ <h2>Conclusion<a class="headerlink" href="#conclusion" title="Link to this headi
 on imprecise and multiple-key correspondences.
 This is made easy by skrub’s <a class="reference internal" href="../reference/generated/skrub.Joiner.html#skrub.Joiner" title="skrub.Joiner"><code class="xref py py-func docutils literal notranslate"><span class="pre">Joiner()</span></code></a> transformer.</p>
 <p>Our final cross-validated accuracy score is 0.55.</p>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 16.391 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 27.247 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-07-multiple-key-join-py">
 <div class="binder-badge docutils container">
-<a class="reference external image-reference" href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.0?urlpath=lab/tree/notebooks/auto_examples/07_multiple_key_join.ipynb"><img alt="Launch binder" src="../_images/binder_badge_logo.svg" style="width: 150px;" />
+<a class="reference external image-reference" href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.1?urlpath=lab/tree/notebooks/auto_examples/07_multiple_key_join.ipynb"><img alt="Launch binder" src="../_images/binder_badge_logo.svg" style="width: 150px;" />
 </a>
 </div>
 <div class="lite-badge docutils container">
@@ -1719,7 +1719,7 @@ <h2>Conclusion<a class="headerlink" href="#conclusion" title="Link to this headi
     
       
         <div class="sphx-glr-sidebar-item binder-badge-sidebar">
-          <a href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.0?urlpath=lab/tree/notebooks/auto_examples/07_multiple_key_join.ipynb">
+          <a href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.1?urlpath=lab/tree/notebooks/auto_examples/07_multiple_key_join.ipynb">
             <img src="../_images/binder_badge_logo.svg" alt="Launch binder">
           </a>
         </div>
diff --git a/0.4/auto_examples/08_join_aggregation.html b/0.4/auto_examples/08_join_aggregation.html
index 63a34d8a3..6888988e6 100644
--- a/0.4/auto_examples/08_join_aggregation.html
+++ b/0.4/auto_examples/08_join_aggregation.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../_static/doctools.js?v=9bcbadda"></script>
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@@ -65,7 +65,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../_static/skrub.svg"/>
@@ -76,7 +76,7 @@
     <link rel="prev" title="Spatial join for flight data: Joining across multiple columns" href="07_multiple_key_join.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -593,8 +593,8 @@
 </div>
 <div class="output_subarea output_html rendered_html output_result">
 
-<div id="report_0a5712d8-wrapper" hidden>
-    <template id="report_0a5712d8-template">
+<div id="report_0e011cdd-wrapper" hidden>
+    <template id="report_0e011cdd-template">
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-       <use xlink:href="#me93dc9cf3f" x="189.829545" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#me706e30e3c" x="189.829545" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_3">
@@ -11733,12 +11733,12 @@ <h3 class="margin-r-m">
     <g id="ytick_1">
      <g id="line2d_4">
       <defs>
-       <path id="m8d184170b2" d="M 0 0
+       <path id="mb9534bb11d" d="M 0 0
 L -3.5 0
 " style="stroke: #000000; stroke-width: 0.8"/>
       </defs>
       <g>
-       <use xlink:href="#m8d184170b2" x="52.375" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mb9534bb11d" x="52.375" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_4">
@@ -11748,7 +11748,7 @@ <h3 class="margin-r-m">
     <g id="ytick_2">
      <g id="line2d_5">
       <g>
-       <use xlink:href="#m8d184170b2" x="52.375" y="37.137574" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mb9534bb11d" x="52.375" y="37.137574" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_5">
@@ -11769,7 +11769,7 @@ <h3 class="margin-r-m">
   </g>
  </g>
  <defs>
-  <clipPath id="pbc673ff0b3">
+  <clipPath id="p21125f045d">
    <rect x="52.375" y="7.2" width="144" height="72"/>
   </clipPath>
  </defs>
@@ -11820,7 +11820,7 @@ <h3 class="margin-r-m">
                 <td class="ellided">goods_code</td>
                 <td
                     >
-                    0.659
+                    0.701
                 </td>
             </tr>
 
@@ -11829,7 +11829,7 @@ <h3 class="margin-r-m">
                 <td class="ellided">make</td>
                 <td
                     >
-                    0.468
+                    0.470
                 </td>
             </tr>
 
@@ -11838,7 +11838,7 @@ <h3 class="margin-r-m">
                 <td class="ellided">goods_code</td>
                 <td
                     >
-                    0.431
+                    0.451
                 </td>
             </tr>
 
@@ -11847,25 +11847,25 @@ <h3 class="margin-r-m">
                 <td class="ellided">model</td>
                 <td
                     >
-                    0.402
+                    0.417
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">make</td>
+                <td class="ellided">cash_price</td>
                 <td class="ellided">model</td>
                 <td
                     >
-                    0.302
+                    0.380
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">cash_price</td>
+                <td class="ellided">make</td>
                 <td class="ellided">model</td>
                 <td
                     >
-                    0.292
+                    0.340
                 </td>
             </tr>
 
@@ -11874,25 +11874,25 @@ <h3 class="margin-r-m">
                 <td class="ellided">cash_price</td>
                 <td
                     >
-                    0.250
+                    0.339
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">make</td>
+                <td class="ellided">cash_price</td>
                 <td class="ellided">goods_code</td>
                 <td
                     >
-                    0.249
+                    0.332
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">cash_price</td>
+                <td class="ellided">make</td>
                 <td class="ellided">goods_code</td>
                 <td
                     >
-                    0.206
+                    0.295
                 </td>
             </tr>
 
@@ -11901,7 +11901,7 @@ <h3 class="margin-r-m">
                 <td class="ellided">make</td>
                 <td
                     >
-                    0.193
+                    0.268
                 </td>
             </tr>
 
@@ -11910,7 +11910,7 @@ <h3 class="margin-r-m">
                 <td class="ellided">item</td>
                 <td
                     >
-                    0.172
+                    0.179
                 </td>
             </tr>
 
@@ -11919,25 +11919,25 @@ <h3 class="margin-r-m">
                 <td class="ellided">model</td>
                 <td
                     >
-                    0.169
+                    0.159
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">item</td>
-                <td class="ellided">Nbr_of_prod_purchas</td>
+                <td class="ellided">basket_ID</td>
+                <td class="ellided">goods_code</td>
                 <td
                     >
-                    0.131
+                    0.126
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">make</td>
+                <td class="ellided">item</td>
                 <td class="ellided">Nbr_of_prod_purchas</td>
                 <td
                     >
-                    0.125
+                    0.122
                 </td>
             </tr>
 
@@ -11946,16 +11946,16 @@ <h3 class="margin-r-m">
                 <td class="ellided">make</td>
                 <td
                     >
-                    0.125
+                    0.120
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">basket_ID</td>
-                <td class="ellided">goods_code</td>
+                <td class="ellided">make</td>
+                <td class="ellided">Nbr_of_prod_purchas</td>
                 <td
                     >
-                    0.122
+                    0.0977
                 </td>
             </tr>
 
@@ -11964,7 +11964,7 @@ <h3 class="margin-r-m">
                 <td class="ellided">cash_price</td>
                 <td
                     >
-                    0.0726
+                    0.0870
                 </td>
             </tr>
 
@@ -11973,7 +11973,7 @@ <h3 class="margin-r-m">
                 <td class="ellided">Nbr_of_prod_purchas</td>
                 <td
                     >
-                    0.0552
+                    0.0478
                 </td>
             </tr>
 
@@ -11982,16 +11982,16 @@ <h3 class="margin-r-m">
                 <td class="ellided">Nbr_of_prod_purchas</td>
                 <td
                     >
-                    0.0550
+                    0.0444
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">model</td>
+                <td class="ellided">cash_price</td>
                 <td class="ellided">Nbr_of_prod_purchas</td>
                 <td
                     >
-                    0.0455
+                    0.0431
                 </td>
             </tr>
 
@@ -12017,7 +12017,7 @@ <h3 class="margin-r-m">
         </div>
     </template>
 
-    <skrub-table-report class="report" id="report_0a5712d8">
+    <skrub-table-report class="report" id="report_0e011cdd">
     </skrub-table-report>
 
     <script type="module">
@@ -13048,7 +13048,7 @@ <h3 class="margin-r-m">
     </script>
 </div>
 
-<div id="report_0a5712d8-wrapper-fallback">
+<div id="report_0e011cdd-wrapper-fallback">
     <h2>Please enable javascript</h2>
     <p>
         The skrub table reports need javascript to display correctly. If you are
@@ -13059,8 +13059,8 @@ <h2>Please enable javascript</h2>
 </div>
 
 <script>
- document.getElementById("report_0a5712d8-wrapper").removeAttribute("hidden");
- document.getElementById("report_0a5712d8-wrapper-fallback").setAttribute("hidden", "");
+ document.getElementById("report_0e011cdd-wrapper").removeAttribute("hidden");
+ document.getElementById("report_0e011cdd-wrapper-fallback").setAttribute("hidden", "");
 </script>
 </div>
 <br />
@@ -13069,8 +13069,8 @@ <h2>Please enable javascript</h2>
 </div>
 <div class="output_subarea output_html rendered_html output_result">
 
-<div id="report_184d5d89-wrapper" hidden>
-    <template id="report_184d5d89-template">
+<div id="report_9a07ff34-wrapper" hidden>
+    <template id="report_9a07ff34-template">
         <style>
          /*!
 Pure v3.0.0
@@ -14269,7 +14269,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="39a6e2f5"
+                id="5efcae6f"
                 class="table-cell ellided-short "
 
                 data-role="padding"
@@ -14299,7 +14299,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="ec784e2a"
+                id="9c09d361"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -14333,7 +14333,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="7a3411fe"
+                id="b5cce22f"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -14381,7 +14381,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="a58042a2"
+                id="83aca348"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -14409,7 +14409,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1a94ee67"
+                id="6f77cab5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14439,7 +14439,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="58aa77ef"
+                id="3e2b605a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14473,7 +14473,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="4c5ec359"
+                id="92f5eb26"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -14501,7 +14501,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6afb606f"
+                id="87073982"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14531,7 +14531,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9c8e2c32"
+                id="4da89aca"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14565,7 +14565,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="5eee985f"
+                id="a67fb132"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -14593,7 +14593,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f00abe57"
+                id="66fa7412"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14623,7 +14623,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7075ecc0"
+                id="ccbaf921"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14657,7 +14657,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="f835ddfa"
+                id="69b9d5bd"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -14685,7 +14685,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="694b589d"
+                id="c9aa1e13"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14715,7 +14715,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5b561ceb"
+                id="1ab481ed"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14749,7 +14749,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="1649b641"
+                id="ed5bffd7"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -14777,7 +14777,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cae212fc"
+                id="4101e54b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14807,7 +14807,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3f6b6ceb"
+                id="7f98fb33"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14881,7 +14881,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="d62e3c00"
+                id="a2d2d8ba"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -14909,7 +14909,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="db587db6"
+                id="b7e11675"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14939,7 +14939,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="18762995"
+                id="733e3f49"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -14973,7 +14973,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="e4e91b04"
+                id="58ddc54c"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -15001,7 +15001,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9cfdc83a"
+                id="0154ebb2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15031,7 +15031,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ec5327ee"
+                id="747e2d3c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15065,7 +15065,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="846786e9"
+                id="576c9b4a"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -15093,7 +15093,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7ac7d4db"
+                id="bb48b499"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15123,7 +15123,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0fbc04d8"
+                id="e5d45a72"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15157,7 +15157,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="6179c9cc"
+                id="0fa0aca4"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -15185,7 +15185,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="85774aee"
+                id="b0f787d7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15215,7 +15215,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4a8758a3"
+                id="fc3cb650"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15249,7 +15249,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="e7d3b1a7"
+                id="e6544dc4"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -15277,7 +15277,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="667e6f42"
+                id="458d080f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15307,7 +15307,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9656a041"
+                id="f42530f8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -15458,7 +15458,7 @@ <h3 class="margin-r-m">
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    <cc:Work>
     <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
-    <dc:date>2024-12-11T19:19:50.654711</dc:date>
+    <dc:date>2024-12-11T19:30:18.547474</dc:date>
     <dc:format>image/svg+xml</dc:format>
     <dc:creator>
      <cc:Agent>
@@ -15487,7 +15487,7 @@ <h3 class="margin-r-m">
 L 59.286364 11.091644
 L 46.195455 11.091644
 z
-" clip-path="url(#p7ad56e6b1a)" style="fill: #1f77b4"/>
+" clip-path="url(#p5976d01ff8)" style="fill: #1f77b4"/>
    </g>
    <g id="patch_3">
     <path d="M 59.286364 79.2
@@ -15495,7 +15495,7 @@ <h3 class="margin-r-m">
 L 72.377273 10.628571
 L 59.286364 10.628571
 z
-" clip-path="url(#p7ad56e6b1a)" style="fill: #1f77b4"/>
+" clip-path="url(#p5976d01ff8)" style="fill: #1f77b4"/>
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    <g id="patch_4">
     <path d="M 72.377273 79.2
@@ -15503,7 +15503,7 @@ <h3 class="margin-r-m">
 L 85.468182 10.81233
 L 72.377273 10.81233
 z
-" clip-path="url(#p7ad56e6b1a)" style="fill: #1f77b4"/>
+" clip-path="url(#p5976d01ff8)" style="fill: #1f77b4"/>
    </g>
    <g id="patch_5">
     <path d="M 85.468182 79.2
@@ -15511,7 +15511,7 @@ <h3 class="margin-r-m">
 L 98.559091 11.084293
 L 85.468182 11.084293
 z
-" clip-path="url(#p7ad56e6b1a)" style="fill: #1f77b4"/>
+" clip-path="url(#p5976d01ff8)" style="fill: #1f77b4"/>
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    <g id="patch_6">
     <path d="M 98.559091 79.2
@@ -15519,7 +15519,7 @@ <h3 class="margin-r-m">
 L 111.65 11.179848
 L 98.559091 11.179848
 z
-" clip-path="url(#p7ad56e6b1a)" style="fill: #1f77b4"/>
+" clip-path="url(#p5976d01ff8)" style="fill: #1f77b4"/>
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    <g id="patch_7">
     <path d="M 111.65 79.2
@@ -15527,7 +15527,7 @@ <h3 class="margin-r-m">
 L 124.740909 11.209249
 L 111.65 11.209249
 z
-" clip-path="url(#p7ad56e6b1a)" style="fill: #1f77b4"/>
+" clip-path="url(#p5976d01ff8)" style="fill: #1f77b4"/>
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    <g id="patch_8">
     <path d="M 124.740909 79.2
@@ -15535,7 +15535,7 @@ <h3 class="margin-r-m">
 L 137.831818 10.900534
 L 124.740909 10.900534
 z
-" clip-path="url(#p7ad56e6b1a)" style="fill: #1f77b4"/>
+" clip-path="url(#p5976d01ff8)" style="fill: #1f77b4"/>
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    <g id="patch_9">
     <path d="M 137.831818 79.2
@@ -15543,7 +15543,7 @@ <h3 class="margin-r-m">
 L 150.922727 11.062242
 L 137.831818 11.062242
 z
-" clip-path="url(#p7ad56e6b1a)" style="fill: #1f77b4"/>
+" clip-path="url(#p5976d01ff8)" style="fill: #1f77b4"/>
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    <g id="patch_10">
     <path d="M 150.922727 79.2
@@ -15551,7 +15551,7 @@ <h3 class="margin-r-m">
 L 164.013636 11.128395
 L 150.922727 11.128395
 z
-" clip-path="url(#p7ad56e6b1a)" style="fill: #1f77b4"/>
+" clip-path="url(#p5976d01ff8)" style="fill: #1f77b4"/>
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    <g id="patch_11">
     <path d="M 164.013636 79.2
@@ -15559,18 +15559,18 @@ <h3 class="margin-r-m">
 L 177.104545 10.863783
 L 164.013636 10.863783
 z
-" clip-path="url(#p7ad56e6b1a)" style="fill: #1f77b4"/>
+" clip-path="url(#p5976d01ff8)" style="fill: #1f77b4"/>
    </g>
    <g id="matplotlib.axis_1">
     <g id="xtick_1">
      <g id="line2d_1">
       <defs>
-       <path id="m3b3e59b5ea" d="M 0 0
+       <path id="mdacee1aa3c" d="M 0 0
 L 0 3.5
 " style="stroke: #000000; stroke-width: 0.8"/>
       </defs>
       <g>
-       <use xlink:href="#m3b3e59b5ea" x="46.195455" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mdacee1aa3c" x="46.195455" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_1">
@@ -15580,7 +15580,7 @@ <h3 class="margin-r-m">
     <g id="xtick_2">
      <g id="line2d_2">
       <g>
-       <use xlink:href="#m3b3e59b5ea" x="102.629084" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mdacee1aa3c" x="102.629084" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_2">
@@ -15590,7 +15590,7 @@ <h3 class="margin-r-m">
     <g id="xtick_3">
      <g id="line2d_3">
       <g>
-       <use xlink:href="#m3b3e59b5ea" x="159.062714" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mdacee1aa3c" x="159.062714" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_3">
@@ -15602,12 +15602,12 @@ <h3 class="margin-r-m">
     <g id="ytick_1">
      <g id="line2d_4">
       <defs>
-       <path id="mb7f8871e84" d="M 0 0
+       <path id="m69fd2884f3" d="M 0 0
 L -3.5 0
 " style="stroke: #000000; stroke-width: 0.8"/>
       </defs>
       <g>
-       <use xlink:href="#mb7f8871e84" x="39.65" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m69fd2884f3" x="39.65" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
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      </g>
      <g id="text_4">
@@ -15617,7 +15617,7 @@ <h3 class="margin-r-m">
     <g id="ytick_2">
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@@ -21161,7 +21161,7 @@ <h2>Naive aggregation<a class="headerlink" href="#naive-aggregation" title="Link
 
 
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@@ -28607,7 +28607,7 @@ <h3 class="margin-r-m">
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       <g>
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+       <use xlink:href="#m9f801b14be" x="158.067187" y="127.713301" style="stroke: #000000; stroke-width: 0.8"/>
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@@ -28617,7 +28617,7 @@ <h3 class="margin-r-m">
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       <g>
-       <use xlink:href="#m58e87054d1" x="158.067187" y="114.355231" style="stroke: #000000; stroke-width: 0.8"/>
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@@ -28627,7 +28627,7 @@ <h3 class="margin-r-m">
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       <g>
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+       <use xlink:href="#m9f801b14be" x="158.067187" y="100.99716" style="stroke: #000000; stroke-width: 0.8"/>
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@@ -28637,7 +28637,7 @@ <h3 class="margin-r-m">
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       <g>
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+       <use xlink:href="#m9f801b14be" x="158.067187" y="87.63909" style="stroke: #000000; stroke-width: 0.8"/>
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@@ -28647,7 +28647,7 @@ <h3 class="margin-r-m">
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       <g>
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+       <use xlink:href="#m9f801b14be" x="158.067187" y="74.281019" style="stroke: #000000; stroke-width: 0.8"/>
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@@ -28657,7 +28657,7 @@ <h3 class="margin-r-m">
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       <g>
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+       <use xlink:href="#m9f801b14be" x="158.067187" y="60.922949" style="stroke: #000000; stroke-width: 0.8"/>
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@@ -28667,7 +28667,7 @@ <h3 class="margin-r-m">
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       <g>
-       <use xlink:href="#m58e87054d1" x="158.067187" y="47.564878" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m9f801b14be" x="158.067187" y="47.564878" style="stroke: #000000; stroke-width: 0.8"/>
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      </g>
      <g id="text_11">
@@ -28677,7 +28677,7 @@ <h3 class="margin-r-m">
     <g id="ytick_10">
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       <g>
-       <use xlink:href="#m58e87054d1" x="158.067187" y="34.206808" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m9f801b14be" x="158.067187" y="34.206808" style="stroke: #000000; stroke-width: 0.8"/>
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      </g>
      <g id="text_12">
@@ -28731,7 +28731,7 @@ <h3 class="margin-r-m">
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-  <clipPath id="p8a42c4df33">
+  <clipPath id="p81fe035a97">
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   </clipPath>
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@@ -29052,7 +29052,7 @@ <h3 class="margin-r-m">
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    <cc:Work>
     <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
-    <dc:date>2024-12-11T19:20:58.269985</dc:date>
+    <dc:date>2024-12-11T19:31:31.788222</dc:date>
     <dc:format>image/svg+xml</dc:format>
     <dc:creator>
      <cc:Agent>
@@ -29081,7 +29081,7 @@ <h3 class="margin-r-m">
 L 92.159956 149.086214
 L 91.959375 149.086214
 z
-" clip-path="url(#pdf281cc322)" style="fill: #ee854a"/>
+" clip-path="url(#p726a8b75b0)" style="fill: #ee854a"/>
    </g>
    <g id="patch_3">
     <path d="M 91.959375 146.4146
@@ -29089,7 +29089,7 @@ <h3 class="margin-r-m">
 L 92.265298 135.728144
 L 91.959375 135.728144
 z
-" clip-path="url(#pdf281cc322)" style="fill: #ee854a"/>
+" clip-path="url(#p726a8b75b0)" style="fill: #ee854a"/>
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    <g id="patch_4">
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@@ -29097,7 +29097,7 @@ <h3 class="margin-r-m">
 L 92.298487 122.370073
 L 91.959375 122.370073
 z
-" clip-path="url(#pdf281cc322)" style="fill: #ee854a"/>
+" clip-path="url(#p726a8b75b0)" style="fill: #ee854a"/>
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@@ -29105,7 +29105,7 @@ <h3 class="margin-r-m">
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 L 91.959375 109.012003
 z
-" clip-path="url(#pdf281cc322)" style="fill: #ee854a"/>
+" clip-path="url(#p726a8b75b0)" style="fill: #ee854a"/>
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    <g id="patch_6">
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@@ -29113,7 +29113,7 @@ <h3 class="margin-r-m">
 L 92.663575 95.653932
 L 91.959375 95.653932
 z
-" clip-path="url(#pdf281cc322)" style="fill: #ee854a"/>
+" clip-path="url(#p726a8b75b0)" style="fill: #ee854a"/>
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    <g id="patch_7">
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@@ -29121,7 +29121,7 @@ <h3 class="margin-r-m">
 L 92.815093 82.295862
 L 91.959375 82.295862
 z
-" clip-path="url(#pdf281cc322)" style="fill: #ee854a"/>
+" clip-path="url(#p726a8b75b0)" style="fill: #ee854a"/>
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@@ -29129,7 +29129,7 @@ <h3 class="margin-r-m">
 L 94.877185 68.937791
 L 91.959375 68.937791
 z
-" clip-path="url(#pdf281cc322)" style="fill: #ee854a"/>
+" clip-path="url(#p726a8b75b0)" style="fill: #ee854a"/>
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     <path d="M 91.959375 66.266177
@@ -29137,7 +29137,7 @@ <h3 class="margin-r-m">
 L 103.116897 55.579721
 L 91.959375 55.579721
 z
-" clip-path="url(#pdf281cc322)" style="fill: #ee854a"/>
+" clip-path="url(#p726a8b75b0)" style="fill: #ee854a"/>
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@@ -29145,7 +29145,7 @@ <h3 class="margin-r-m">
 L 136.570703 42.22165
 L 91.959375 42.22165
 z
-" clip-path="url(#pdf281cc322)" style="fill: #ee854a"/>
+" clip-path="url(#p726a8b75b0)" style="fill: #ee854a"/>
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    <g id="patch_11">
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@@ -29153,18 +29153,18 @@ <h3 class="margin-r-m">
 L 160.530804 28.86358
 L 91.959375 28.86358
 z
-" clip-path="url(#pdf281cc322)" style="fill: #ee854a"/>
+" clip-path="url(#p726a8b75b0)" style="fill: #ee854a"/>
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    <g id="matplotlib.axis_1">
     <g id="xtick_1">
      <g id="line2d_1">
       <defs>
-       <path id="m35f4d115da" d="M 0 0
+       <path id="mab4434182d" d="M 0 0
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       <g>
-       <use xlink:href="#m35f4d115da" x="91.959375" y="166.318125" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mab4434182d" x="91.959375" y="166.318125" style="stroke: #000000; stroke-width: 0.8"/>
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@@ -29174,7 +29174,7 @@ <h3 class="margin-r-m">
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       <g>
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+       <use xlink:href="#mab4434182d" x="128.03517" y="166.318125" style="stroke: #000000; stroke-width: 0.8"/>
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@@ -29186,12 +29186,12 @@ <h3 class="margin-r-m">
     <g id="ytick_1">
      <g id="line2d_3">
       <defs>
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+       <path id="meeb4f5bb7d" d="M 0 0
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       <g>
-       <use xlink:href="#m22980cb138" x="91.959375" y="154.429442" style="stroke: #000000; stroke-width: 0.8"/>
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@@ -29201,7 +29201,7 @@ <h3 class="margin-r-m">
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       <g>
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+       <use xlink:href="#meeb4f5bb7d" x="91.959375" y="141.071372" style="stroke: #000000; stroke-width: 0.8"/>
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@@ -29211,7 +29211,7 @@ <h3 class="margin-r-m">
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       <g>
-       <use xlink:href="#m22980cb138" x="91.959375" y="127.713301" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#meeb4f5bb7d" x="91.959375" y="127.713301" style="stroke: #000000; stroke-width: 0.8"/>
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@@ -29221,7 +29221,7 @@ <h3 class="margin-r-m">
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       <g>
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+       <use xlink:href="#meeb4f5bb7d" x="91.959375" y="114.355231" style="stroke: #000000; stroke-width: 0.8"/>
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      <g id="text_6">
@@ -29231,7 +29231,7 @@ <h3 class="margin-r-m">
     <g id="ytick_5">
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       <g>
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+       <use xlink:href="#meeb4f5bb7d" x="91.959375" y="100.99716" style="stroke: #000000; stroke-width: 0.8"/>
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@@ -29241,7 +29241,7 @@ <h3 class="margin-r-m">
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       <g>
-       <use xlink:href="#m22980cb138" x="91.959375" y="87.63909" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#meeb4f5bb7d" x="91.959375" y="87.63909" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
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@@ -29251,7 +29251,7 @@ <h3 class="margin-r-m">
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       <g>
-       <use xlink:href="#m22980cb138" x="91.959375" y="74.281019" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#meeb4f5bb7d" x="91.959375" y="74.281019" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
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@@ -29261,7 +29261,7 @@ <h3 class="margin-r-m">
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       <g>
-       <use xlink:href="#m22980cb138" x="91.959375" y="60.922949" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#meeb4f5bb7d" x="91.959375" y="60.922949" style="stroke: #000000; stroke-width: 0.8"/>
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@@ -29271,7 +29271,7 @@ <h3 class="margin-r-m">
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       <g>
-       <use xlink:href="#m22980cb138" x="91.959375" y="47.564878" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#meeb4f5bb7d" x="91.959375" y="47.564878" style="stroke: #000000; stroke-width: 0.8"/>
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      <g id="text_11">
@@ -29281,7 +29281,7 @@ <h3 class="margin-r-m">
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       <g>
-       <use xlink:href="#m22980cb138" x="91.959375" y="34.206808" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#meeb4f5bb7d" x="91.959375" y="34.206808" style="stroke: #000000; stroke-width: 0.8"/>
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      </g>
      <g id="text_12">
@@ -29335,7 +29335,7 @@ <h3 class="margin-r-m">
   </g>
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  <defs>
-  <clipPath id="pdf281cc322">
+  <clipPath id="p726a8b75b0">
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   </clipPath>
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@@ -29632,20 +29632,20 @@ <h3 class="margin-r-m">
         <tbody>
 
             <tr>
-                <td class="ellided">model</td>
-                <td class="ellided">goods_code</td>
+                <td class="ellided">item</td>
+                <td class="ellided">make</td>
                 <td
                     >
-                    0.614
+                    0.565
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">item</td>
-                <td class="ellided">make</td>
+                <td class="ellided">model</td>
+                <td class="ellided">goods_code</td>
                 <td
                     >
-                    0.596
+                    0.512
                 </td>
             </tr>
 
@@ -29654,7 +29654,7 @@ <h3 class="margin-r-m">
                 <td class="ellided">goods_code</td>
                 <td
                     >
-                    0.454
+                    0.507
                 </td>
             </tr>
 
@@ -29663,7 +29663,7 @@ <h3 class="margin-r-m">
                 <td class="ellided">Nbr_of_prod_purchas</td>
                 <td
                     >
-                    0.421
+                    0.439
                 </td>
             </tr>
 
@@ -29672,7 +29672,7 @@ <h3 class="margin-r-m">
                 <td class="ellided">model</td>
                 <td
                     >
-                    0.418
+                    0.367
                 </td>
             </tr>
 
@@ -29681,7 +29681,7 @@ <h3 class="margin-r-m">
                 <td class="ellided">Nbr_of_prod_purchas</td>
                 <td
                     >
-                    0.355
+                    0.362
                 </td>
             </tr>
 
@@ -29690,7 +29690,7 @@ <h3 class="margin-r-m">
                 <td class="ellided">model</td>
                 <td
                     >
-                    0.353
+                    0.336
                 </td>
             </tr>
 
@@ -29699,25 +29699,25 @@ <h3 class="margin-r-m">
                 <td class="ellided">goods_code</td>
                 <td
                     >
-                    0.309
+                    0.291
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">make</td>
-                <td class="ellided">model</td>
+                <td class="ellided">item</td>
+                <td class="ellided">cash_price</td>
                 <td
                     >
-                    0.309
+                    0.276
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">item</td>
-                <td class="ellided">cash_price</td>
+                <td class="ellided">make</td>
+                <td class="ellided">model</td>
                 <td
                     >
-                    0.296
+                    0.273
                 </td>
             </tr>
 
@@ -29726,7 +29726,7 @@ <h3 class="margin-r-m">
                 <td class="ellided">goods_code</td>
                 <td
                     >
-                    0.257
+                    0.248
                 </td>
             </tr>
 
@@ -29735,7 +29735,7 @@ <h3 class="margin-r-m">
                 <td class="ellided">Nbr_of_prod_purchas</td>
                 <td
                     >
-                    0.189
+                    0.194
                 </td>
             </tr>
 
@@ -29744,7 +29744,7 @@ <h3 class="margin-r-m">
                 <td class="ellided">make</td>
                 <td
                     >
-                    0.186
+                    0.180
                 </td>
             </tr>
 
@@ -29753,7 +29753,7 @@ <h3 class="margin-r-m">
                 <td class="ellided">Nbr_of_prod_purchas</td>
                 <td
                     >
-                    0.150
+                    0.151
                 </td>
             </tr>
 
@@ -29762,7 +29762,7 @@ <h3 class="margin-r-m">
                 <td class="ellided">Nbr_of_prod_purchas</td>
                 <td
                     >
-                    0.141
+                    0.146
                 </td>
             </tr>
 
@@ -29788,7 +29788,7 @@ <h3 class="margin-r-m">
         </div>
     </template>
 
-    <skrub-table-report class="report" id="report_f2986c1e">
+    <skrub-table-report class="report" id="report_a6031ffe">
     </skrub-table-report>
 
     <script type="module">
@@ -30819,7 +30819,7 @@ <h3 class="margin-r-m">
     </script>
 </div>
 
-<div id="report_f2986c1e-wrapper-fallback">
+<div id="report_a6031ffe-wrapper-fallback">
     <h2>Please enable javascript</h2>
     <p>
         The skrub table reports need javascript to display correctly. If you are
@@ -30830,8 +30830,8 @@ <h2>Please enable javascript</h2>
 </div>
 
 <script>
- document.getElementById("report_f2986c1e-wrapper").removeAttribute("hidden");
- document.getElementById("report_f2986c1e-wrapper-fallback").setAttribute("hidden", "");
+ document.getElementById("report_a6031ffe-wrapper").removeAttribute("hidden");
+ document.getElementById("report_a6031ffe-wrapper-fallback").setAttribute("hidden", "");
 </script>
 </div>
 <br />
@@ -30851,8 +30851,8 @@ <h2>Please enable javascript</h2>
 </div>
 <div class="output_subarea output_html rendered_html output_result">
 
-<div id="report_3e8971d1-wrapper" hidden>
-    <template id="report_3e8971d1-template">
+<div id="report_b9bb33c6-wrapper" hidden>
+    <template id="report_b9bb33c6-template">
         <style>
          /*!
 Pure v3.0.0
@@ -31945,7 +31945,7 @@ <h2>Please enable javascript</h2>
         </div>
         <div class="column-filter" data-manager="InvisibleInAssociationsTabPanel">
     <select data-manager="ColumnFilter"
-            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gMTE5LCAxMjAsIDEyMSwgMTIyLCAxMjMsIDEyNCwgMTI1LCAxMjYsIDEyNywgMTI4LCAxMjksIDEzMCwgMTMxLCAxMzIsIDEzMywgMTM0LCAxMzUsIDEzNiwgMTM3LCAxMzgsIDEzOSwgMTQwLCAxNDEsIDE0MiwgMTQzLCAxNDRdfSwgImFueV9kYXRlKCkiOiB7ImRpc3BsYXlfbmFtZSI6ICJEYXRldGltZSIsICJjb2x1bW5zIjogW119LCAiKH5hbnlfZGF0ZSgpKSI6IHsiZGlzcGxheV9uYW1lIjogIk5vbi1kYXRldGltZSIsICJjb2x1bW5zIjogWzAsIDEsIDIsIDMsIDQsIDUsIDYsIDcsIDgsIDksIDEwLCAxMSwgMTIsIDEzLCAxNCwgMTUsIDE2LCAxNywgMTgsIDE5LCAyMCwgMjEsIDIyLCAyMywgMjQsIDI1LCAyNiwgMjcsIDI4LCAyOSwgMzAsIDMxLCAzMiwgMzMsIDM0LCAzNSwgMzYsIDM3LCAzOCwgMzksIDQwLCA0MSwgNDIsIDQzLCA0NCwgNDUsIDQ2LCA0NywgNDgsIDQ5LCA1MCwgNTEsIDUyLCA1MywgNTQsIDU1LCA1NiwgNTcsIDU4LCA1OSwgNjAsIDYxLCA2MiwgNjMsIDY0LCA2NSwgNjYsIDY3LCA2OCwgNjksIDcwLCA3MSwgNzIsIDczLCA3NCwgNzUsIDc2LCA3NywgNzgsIDc5LCA4MCwgODEsIDgyLCA4MywgODQsIDg1LCA4NiwgODcsIDg4LCA4OSwgOTAsIDkxLCA5MiwgOTMsIDk0LCA5NSwgOTYsIDk3LCA5OCwgOTksIDEwMCwgMTAxLCAxMDIsIDEwMywgMTA0LCAxMDUsIDEwNiwgMTA3LCAxMDgsIDEwOSwgMTEwLCAxMTEsIDExMiwgMTEzLCAxMTQsIDExNSwgMTE2LCAxMTcsIDExOCwgMTE5LCAxMjAsIDEyMSwgMTIyLCAxMjMsIDEyNCwgMTI1LCAxMjYsIDEyNywgMTI4LCAxMjksIDEzMCwgMTMxLCAxMzIsIDEzMywgMTM0LCAxMzUsIDEzNiwgMTM3LCAxMzgsIDEzOSwgMTQwLCAxNDEsIDE0MiwgMTQzLCAxNDRdfX0="
+            data-all-filters-base64="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"
             data-test="column-filter-select"
             autocomplete="off">
         <optgroup label="Select columns to show:">
@@ -32056,7 +32056,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="ac746219"
+                id="d1c9a89f"
                 class="table-cell ellided-short "
 
                 data-role="padding"
@@ -32086,7 +32086,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="73a15e77"
+                id="175258c8"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -32120,7 +32120,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="19d91ef0"
+                id="c8e03552"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -32154,7 +32154,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="989da982"
+                id="9cde39fa"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -32188,7 +32188,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="c0609cd9"
+                id="1252fb39"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -32222,7 +32222,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="e7551ba7"
+                id="e2bf054d"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -32256,7 +32256,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="502599ac"
+                id="ae5fc0da"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -32290,7 +32290,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="dada3ec8"
+                id="f7413e06"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -32324,7 +32324,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="484e07c5"
+                id="3adfdca9"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -32358,7 +32358,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="a444ff86"
+                id="89f2a54e"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -32392,7 +32392,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="42e5b322"
+                id="4f4227f4"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -32426,7 +32426,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="23ac5f7a"
+                id="3219820f"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -32460,7 +32460,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="7e5e42a6"
+                id="81131bbd"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -32494,7 +32494,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="fee8090d"
+                id="12aae4e7"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -32528,7 +32528,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="d1fdca3e"
+                id="0b375d57"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -32562,7 +32562,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="cf3e7467"
+                id="139539cb"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -32596,7 +32596,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="e8a751c3"
+                id="29f78c61"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -32630,7 +32630,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="62aa45ac"
+                id="b38d943c"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -32664,7 +32664,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="470c296a"
+                id="b62b4ddd"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -32698,7 +32698,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="4b6f621b"
+                id="44d32e25"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -32732,7 +32732,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="699255f5"
+                id="b0898d42"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -32766,7 +32766,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="a56e98ed"
+                id="d429d0a1"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -32800,7 +32800,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="4b0232fe"
+                id="ede63aa1"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -32834,7 +32834,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="36222a5d"
+                id="f9813a10"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -32868,7 +32868,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="f9942d53"
+                id="c925f706"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -32902,7 +32902,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="b0d70dde"
+                id="df4bf608"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -32936,7 +32936,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="f82653b7"
+                id="b7ed36d2"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -32970,7 +32970,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="4317bcb4"
+                id="43529a38"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -33004,7 +33004,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="2ce830db"
+                id="c35c6ca9"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -33038,7 +33038,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="1d70ae4f"
+                id="b088bc4c"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -33072,7 +33072,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="5c2fa036"
+                id="35385ee9"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -33106,7 +33106,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="a620f160"
+                id="21262e82"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -33140,7 +33140,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="ed79937c"
+                id="9f25afe0"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -33174,7 +33174,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="03d7ffb0"
+                id="eb080b02"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -33208,7 +33208,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="a66e1a5e"
+                id="23dd5de1"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -33242,7 +33242,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="9723d1f7"
+                id="8a6a2f77"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -33276,7 +33276,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="512e2773"
+                id="c5580524"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -33310,7 +33310,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="ddada0fe"
+                id="a1fc3310"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -33344,7 +33344,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="6b522e03"
+                id="72f8772d"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -33378,7 +33378,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="29c256e2"
+                id="977d383c"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -33412,7 +33412,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="dc8c602e"
+                id="23ea25df"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -33446,7 +33446,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="386ad454"
+                id="8a7bd75c"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -33480,7 +33480,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="ef7cea36"
+                id="2f93992a"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -33514,7 +33514,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="a4945753"
+                id="dc5d365f"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -33548,7 +33548,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="b15f3e00"
+                id="0abf9a19"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -33582,7 +33582,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="dd654deb"
+                id="54bc4ae2"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -33616,7 +33616,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="61ff648b"
+                id="f0e9ab47"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -33650,7 +33650,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="1b99ced6"
+                id="f4c6799b"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -33684,7 +33684,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="a96751c9"
+                id="ad8067c2"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -33718,7 +33718,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="922aa0bd"
+                id="595831bd"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -33752,7 +33752,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="e13b6b5e"
+                id="f45a4d50"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -33786,7 +33786,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="a68eee92"
+                id="c0065f2c"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -33820,7 +33820,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="121947a7"
+                id="7a4c0859"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -33854,7 +33854,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="cda526e2"
+                id="e436fa9b"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -33888,7 +33888,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="ea57ec4d"
+                id="70cd66f1"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -33922,7 +33922,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="acff433b"
+                id="0fa1c511"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -33956,7 +33956,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="40e99feb"
+                id="07a99244"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -33990,7 +33990,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="7d848e79"
+                id="9e82c545"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -34024,7 +34024,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="5961ba50"
+                id="1ac05ef9"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -34058,7 +34058,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="abb0975f"
+                id="37cf1934"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -34092,7 +34092,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="52bd174d"
+                id="afd816f7"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -34126,7 +34126,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="c5e6a87a"
+                id="51a175aa"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -34160,7 +34160,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="e022bb8c"
+                id="8798509b"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -34194,7 +34194,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="3dc017c7"
+                id="df3b98c7"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -34228,7 +34228,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="88a7d1c2"
+                id="22fe9bb2"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -34262,7 +34262,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="ea614a7b"
+                id="18227b90"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -34296,7 +34296,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="63424131"
+                id="7ad8762c"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -34330,7 +34330,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="28640c14"
+                id="9ef616c3"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -34364,7 +34364,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="d869f8bc"
+                id="9c23758f"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -34398,7 +34398,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="a5694e09"
+                id="47bd6c28"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -34432,7 +34432,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="95152a6f"
+                id="86f375a2"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -34466,7 +34466,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="3a75540f"
+                id="7ef510ac"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -34500,7 +34500,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="b36f224b"
+                id="895622d8"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -34534,7 +34534,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="6f89feca"
+                id="901ce656"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -34568,7 +34568,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="1dda8bf1"
+                id="3d65a439"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -34602,7 +34602,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="4c68ff45"
+                id="89cc0234"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -34636,7 +34636,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="481c8b51"
+                id="38585399"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -34670,7 +34670,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="59628b10"
+                id="dfdcdced"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -34704,7 +34704,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="265cac92"
+                id="3a372cbd"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -34738,7 +34738,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="e1a6c2bb"
+                id="26eab14d"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -34772,7 +34772,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="b3f0999d"
+                id="c77b6f10"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -34806,7 +34806,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="b69d1bbe"
+                id="55b07af3"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -34840,7 +34840,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="30691c8c"
+                id="5da027ba"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -34874,7 +34874,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="dd19d664"
+                id="b796d7bf"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -34908,7 +34908,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="812e479d"
+                id="7c47f7ae"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -34942,7 +34942,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="adac2ac2"
+                id="3cdcf056"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -34976,7 +34976,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="67697a9f"
+                id="b2140876"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -35010,7 +35010,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="b89b0e30"
+                id="0d02784a"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -35044,7 +35044,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="741e4985"
+                id="09062692"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -35078,7 +35078,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="bdfc877d"
+                id="8825ef22"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -35112,7 +35112,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="baebd1bb"
+                id="77e05747"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -35146,7 +35146,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="fcef54ae"
+                id="e78b04d9"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -35180,7 +35180,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="6edb4d61"
+                id="45a9b93b"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -35214,7 +35214,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="33a6fc5f"
+                id="41da505b"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -35248,7 +35248,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="dbba14cb"
+                id="946a94ba"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -35282,7 +35282,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="e91385b6"
+                id="e74c0285"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -35316,7 +35316,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="4f32bc90"
+                id="d9b4f15a"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -35350,7 +35350,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="693cdac7"
+                id="0af1cfb8"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -35384,7 +35384,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="fa0543a1"
+                id="0a2a3610"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -35418,7 +35418,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="cadc97d4"
+                id="b7b4a5d8"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -35452,7 +35452,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="5e33f728"
+                id="e2e6536a"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -35486,7 +35486,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="3f561e03"
+                id="c11d06d8"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -35520,7 +35520,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="39bd1f2b"
+                id="e91c87c0"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -35554,7 +35554,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="b862011e"
+                id="2a431ff9"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -35588,7 +35588,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="13e00afe"
+                id="8f4faddc"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -35622,7 +35622,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="34f3b19c"
+                id="8ac112f6"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -35656,7 +35656,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="fc77abe5"
+                id="93f56a62"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -35690,7 +35690,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="6a747c59"
+                id="b461153e"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -35724,7 +35724,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="aced746a"
+                id="2c24b633"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -35758,7 +35758,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="c4d803b5"
+                id="34a5afb3"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -35792,7 +35792,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="e0baba02"
+                id="21e13183"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -35826,7 +35826,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="67956707"
+                id="1ce5d6d7"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -35860,7 +35860,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="3ae67471"
+                id="eac48ffd"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -35894,7 +35894,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="f1a0eccf"
+                id="20d56eb1"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -35928,7 +35928,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="b42378b5"
+                id="4889f7e3"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -35962,7 +35962,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="3515fe1c"
+                id="9d035e26"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -35996,7 +35996,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="33aa96ab"
+                id="bae29261"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -36030,7 +36030,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="232aab4f"
+                id="6b2557c3"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -36064,7 +36064,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="afd08f20"
+                id="3cbd2e95"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -36098,7 +36098,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="724117ba"
+                id="9f3130ec"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -36132,7 +36132,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="0142047b"
+                id="96fd052e"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -36166,7 +36166,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="f40a29d9"
+                id="7a9afa72"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -36200,7 +36200,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="5b3d1631"
+                id="a7c64460"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -36234,7 +36234,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="63310744"
+                id="920757e3"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -36268,7 +36268,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="be6e0f1f"
+                id="74e5825d"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -36302,7 +36302,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="8b4ad7f6"
+                id="88954e70"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -36336,7 +36336,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="3e57df03"
+                id="b90185ff"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -36370,7 +36370,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="fb9b9e4e"
+                id="22ef0da8"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -36404,7 +36404,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="212ffa5b"
+                id="cd1badfb"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -36438,7 +36438,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="d421fce5"
+                id="88020437"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -36472,7 +36472,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="b757dbf0"
+                id="28aa50d6"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -36506,7 +36506,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="6ecc5f61"
+                id="e214761f"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -36540,7 +36540,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="065c25c0"
+                id="3e13325f"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -36574,7 +36574,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="2b6c3e91"
+                id="92d2054f"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -36608,7 +36608,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="4e8bfb47"
+                id="3588cc5e"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -36642,7 +36642,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="45f4c047"
+                id="55401c3d"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -36676,7 +36676,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="4aa6c280"
+                id="1fb88e4f"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -36710,7 +36710,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="0d2f0a0b"
+                id="b1683d90"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -36744,7 +36744,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="981ada4b"
+                id="fa49750f"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -36778,7 +36778,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="849a9698"
+                id="833482ea"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -36812,7 +36812,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="838b2e11"
+                id="851764ee"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -36846,7 +36846,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="66bd6430"
+                id="c5c13201"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -36880,7 +36880,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="6c716afe"
+                id="4f448c0c"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -36914,7 +36914,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="303dfd93"
+                id="0cd4ae8f"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -36948,7 +36948,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="74ab7105"
+                id="0a412f90"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -36982,7 +36982,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="7b73c73d"
+                id="348a78a7"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -37030,7 +37030,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="2054a382"
+                id="cc85c08f"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -37058,7 +37058,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="027f44b4"
+                id="61093f9c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -37088,7 +37088,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="89e8249c"
+                id="ad099658"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -37118,7 +37118,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d4ce81ef"
+                id="207632ab"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -37148,7 +37148,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="42ccc523"
+                id="1b1edec4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -37178,7 +37178,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="dd39553a"
+                id="7f225b59"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -37208,7 +37208,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="64d130b4"
+                id="f7e743f6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -37238,7 +37238,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1ad1640a"
+                id="ff40bd34"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -37268,7 +37268,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="765d94f9"
+                id="68cba47e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -37298,7 +37298,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c08cf128"
+                id="1908e7bc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -37328,7 +37328,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="feab7393"
+                id="f385f638"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -37358,7 +37358,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0377789e"
+                id="0c14d699"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -37388,7 +37388,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e0ac3cfc"
+                id="02af77af"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -37418,7 +37418,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2d332cd3"
+                id="1e381b0e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -37448,7 +37448,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ef96c610"
+                id="7225e2fc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -37478,7 +37478,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="234ef3db"
+                id="8292c419"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -37508,7 +37508,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1e75836d"
+                id="19be3850"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -37538,7 +37538,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="38b63da9"
+                id="3f12719c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -37568,7 +37568,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0ce0e93f"
+                id="71fe92c4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -37598,7 +37598,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fda492b5"
+                id="c83d293f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -37628,7 +37628,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="77da463e"
+                id="4591466a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -37658,7 +37658,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2c96d8ac"
+                id="def851b0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -37688,7 +37688,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="41378afd"
+                id="d720b916"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -37718,7 +37718,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="129296ea"
+                id="3b69e593"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -37748,7 +37748,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2a18421c"
+                id="133d5b92"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -37778,7 +37778,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2bc04e0e"
+                id="4ca155eb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -37808,7 +37808,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ca1905a5"
+                id="61ac669f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -37838,7 +37838,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fd4a447c"
+                id="f7d9d310"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -37868,7 +37868,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8eeac7be"
+                id="2e22ef1b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -37898,7 +37898,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a345908e"
+                id="021f27c0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -37928,7 +37928,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e70430aa"
+                id="85a1030d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -37958,7 +37958,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="74080dbc"
+                id="e3b68b32"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -37988,7 +37988,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="dcb02a75"
+                id="91d24a7f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -38018,7 +38018,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b6742c77"
+                id="765c19c4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -38048,7 +38048,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="aa588f13"
+                id="d7cda6c2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -38078,7 +38078,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3a5eb15c"
+                id="7729bf3a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -38108,7 +38108,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0d34e1bc"
+                id="77edc7bb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -38138,7 +38138,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7897451e"
+                id="15a0bfd4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -38168,7 +38168,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="433996d0"
+                id="646ffe93"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -38198,7 +38198,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f26bf8b7"
+                id="c915b7b3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -38228,7 +38228,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b322488c"
+                id="1b983633"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -38258,7 +38258,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="145f178b"
+                id="fb7482b5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -38288,7 +38288,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c312054b"
+                id="db19890c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -38318,7 +38318,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="17d4c60f"
+                id="96f87d40"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -38348,7 +38348,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="695284e9"
+                id="1facfe29"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -38378,7 +38378,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ef8b2564"
+                id="765514fc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -38408,7 +38408,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d0173cc2"
+                id="2d75f588"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -38438,7 +38438,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="69e0d889"
+                id="30ba88d2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -38468,7 +38468,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ce7e3ead"
+                id="d563215a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -38498,7 +38498,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="448d6b6c"
+                id="d163fb03"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -38528,7 +38528,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5d5cb99f"
+                id="18e5c745"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -38558,7 +38558,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f55db95c"
+                id="0ac4b326"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -38588,7 +38588,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="24bedb0f"
+                id="98b6f442"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -38618,7 +38618,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="52790c88"
+                id="2b31e67e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -38648,7 +38648,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ce377633"
+                id="f5c5597e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -38678,7 +38678,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3b103e20"
+                id="50a3ce0a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -38708,7 +38708,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="99149801"
+                id="8517f6a1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -38738,7 +38738,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3ab3d8f9"
+                id="4e2d4a39"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -38768,7 +38768,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1924d994"
+                id="cd84062f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -38798,7 +38798,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e18734ec"
+                id="d5a8bf9f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -38828,7 +38828,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="390fe639"
+                id="10742749"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -38858,7 +38858,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="75af47f1"
+                id="9a47ba08"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -38888,7 +38888,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="506858ee"
+                id="3123f5be"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -38918,7 +38918,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0e2f6021"
+                id="7434a079"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -38948,7 +38948,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d616ea18"
+                id="d56cea39"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -38978,7 +38978,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="80089ad1"
+                id="feae615c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -39008,7 +39008,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="238917da"
+                id="f7d39b1e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -39038,7 +39038,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0374063f"
+                id="6838b24b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -39068,7 +39068,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4f4f2aa2"
+                id="256dbc84"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -39098,7 +39098,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4f72deea"
+                id="228e88f8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -39128,7 +39128,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b2d90d79"
+                id="f21f7025"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -39158,7 +39158,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="dfe38ac4"
+                id="802d37a4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -39188,7 +39188,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="74a9cac0"
+                id="fd42b8ff"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -39218,7 +39218,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c6188bd5"
+                id="a32054a8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -39248,7 +39248,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="738b9760"
+                id="932f01d9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -39278,7 +39278,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0827ff99"
+                id="6ae78204"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -39308,7 +39308,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8410a277"
+                id="f7914c80"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -39338,7 +39338,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c9034bf1"
+                id="e3ad7c4c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -39368,7 +39368,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="970148a0"
+                id="f8b86fba"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -39398,7 +39398,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="728a7d7c"
+                id="76e7d700"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -39428,7 +39428,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c91417a4"
+                id="657375e2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -39458,7 +39458,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ae93838c"
+                id="bc2c0823"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -39488,7 +39488,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9c8dba3e"
+                id="0b6e7da2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -39518,7 +39518,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e0841eb3"
+                id="3d2bc439"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -39548,7 +39548,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0d643efc"
+                id="478b1d2e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -39578,7 +39578,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c466bccf"
+                id="23e199b5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -39608,7 +39608,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8bf8d637"
+                id="5816e6f5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -39638,7 +39638,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="94e4b21f"
+                id="65c63d3c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -39668,7 +39668,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="82090c3b"
+                id="8c0d3688"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -39698,7 +39698,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6b0471da"
+                id="228bf253"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -39728,7 +39728,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="877108eb"
+                id="406c04fe"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -39758,7 +39758,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4fd2f520"
+                id="63e49f4f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -39788,7 +39788,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="85608922"
+                id="7731a146"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -39818,7 +39818,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c168849d"
+                id="23889c73"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -39848,7 +39848,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1311f875"
+                id="1a0f555c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -39878,7 +39878,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7d0d8e7b"
+                id="810b679a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -39908,7 +39908,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="859d13b4"
+                id="e10aa0c2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -39938,7 +39938,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3e37ef54"
+                id="022a3c7a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -39968,7 +39968,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="78925970"
+                id="c744f0d9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -39998,7 +39998,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ffac35e2"
+                id="e13d3482"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -40028,7 +40028,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a140ecaf"
+                id="a810ebaa"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -40058,7 +40058,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f8c75253"
+                id="1caf1318"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -40088,7 +40088,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e66d29d0"
+                id="17e991ec"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -40118,7 +40118,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="de7855c2"
+                id="67b7e2ba"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -40148,7 +40148,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="85a75766"
+                id="a0560954"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -40178,7 +40178,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f46f4f64"
+                id="a81ae459"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -40208,7 +40208,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8e69a554"
+                id="ed31b4e6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -40238,7 +40238,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5df9c214"
+                id="8add0e87"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -40268,7 +40268,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="38de05b8"
+                id="fd2f2280"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -40298,7 +40298,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e9635c3b"
+                id="0d8d66d6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -40328,7 +40328,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9b047398"
+                id="f632c9d2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -40358,7 +40358,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bddc7e11"
+                id="8afcdc03"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -40388,7 +40388,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="898733fe"
+                id="0d8afbda"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -40418,7 +40418,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="aa6e8032"
+                id="2cbc052e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -40448,7 +40448,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0e5c18cf"
+                id="c43aca5e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -40478,7 +40478,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3350318e"
+                id="d4218014"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -40508,7 +40508,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d43fb183"
+                id="aef86095"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -40538,7 +40538,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0332fd48"
+                id="08c95ceb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -40568,7 +40568,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f76810af"
+                id="58e44d7d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -40598,7 +40598,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c7cf6ce8"
+                id="bfcaca0c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -40628,7 +40628,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f4c0ffb9"
+                id="7f1a3b4b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -40658,7 +40658,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7c61b453"
+                id="476607b6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -40688,7 +40688,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ff7ebf84"
+                id="607eb6d7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -40718,7 +40718,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8cb25167"
+                id="b31360d8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -40748,7 +40748,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="384a5cc0"
+                id="2381b6cf"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -40778,7 +40778,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6c32874c"
+                id="41d379cf"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -40808,7 +40808,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e2624a44"
+                id="148a4b86"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -40838,7 +40838,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="53267e86"
+                id="84870120"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -40868,7 +40868,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3ac720e0"
+                id="a468a68a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -40898,7 +40898,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="123e73a3"
+                id="bf105272"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -40928,7 +40928,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="aa3ae163"
+                id="d4b6ea9c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -40958,7 +40958,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="840c256b"
+                id="85bceb3c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -40988,7 +40988,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5cab8573"
+                id="6ddd20f0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -41018,7 +41018,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d72ae790"
+                id="40544f3b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -41048,7 +41048,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="072f774d"
+                id="cec63773"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -41078,7 +41078,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5260cf84"
+                id="bbb4e2a1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -41108,7 +41108,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cbc3d564"
+                id="094a21de"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -41138,7 +41138,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4e5bcbb0"
+                id="7a56e03e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -41168,7 +41168,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c7745c7f"
+                id="998a91c7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -41198,7 +41198,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a309dd38"
+                id="34a11388"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -41228,7 +41228,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1ab6e971"
+                id="525a21b6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -41258,7 +41258,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a3176dac"
+                id="373a0ec0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -41288,7 +41288,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="98172c71"
+                id="9cd1c311"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -41318,7 +41318,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="14d25d34"
+                id="10ae0dce"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -41348,7 +41348,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="029f5ffc"
+                id="a7a1b7c2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -41378,7 +41378,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9b540ba9"
+                id="284443ab"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -41412,7 +41412,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="6d32e78f"
+                id="8956462d"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -41440,7 +41440,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7ae2b0ba"
+                id="26420d2d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -41470,7 +41470,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="12efb984"
+                id="f2ba040f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -41500,7 +41500,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="60ab5193"
+                id="0681b7f5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -41530,7 +41530,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="184597e6"
+                id="8b9f2522"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -41560,7 +41560,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e74cbb67"
+                id="b20996fd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -41590,7 +41590,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9cf1ff6e"
+                id="b80b7e36"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -41620,7 +41620,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="64b721bd"
+                id="8d829f9d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -41650,7 +41650,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ad6ab04c"
+                id="b36c3b76"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -41680,7 +41680,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f80dc2ac"
+                id="073a31b6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -41710,7 +41710,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="853e3039"
+                id="c1f0e6f0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -41740,7 +41740,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ff7721b7"
+                id="2a897222"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -41770,7 +41770,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="01f7e184"
+                id="b0f23fc1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -41800,7 +41800,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="96369625"
+                id="37e1ef1d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -41830,7 +41830,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6b938f7e"
+                id="de2ec765"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -41860,7 +41860,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4b37f7c9"
+                id="df4e49d5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -41890,7 +41890,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="22376a56"
+                id="8e29fefa"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -41920,7 +41920,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="26990ab2"
+                id="a844745b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -41950,7 +41950,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5536bfb8"
+                id="1200f851"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -41980,7 +41980,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="744fcbd6"
+                id="7a7416ff"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -42010,7 +42010,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1d56c54b"
+                id="09066139"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -42040,7 +42040,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f30ba1e0"
+                id="4722c128"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -42070,7 +42070,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="07683ab1"
+                id="16f12cb0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -42100,7 +42100,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="089a04d6"
+                id="8a63d307"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -42130,7 +42130,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2173d143"
+                id="cc516dd9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -42160,7 +42160,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="323f05d0"
+                id="e2b8a71b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -42190,7 +42190,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a4b9ceee"
+                id="d5bbf2b7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -42220,7 +42220,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4d8e943f"
+                id="10a53e3b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -42250,7 +42250,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2afe8e90"
+                id="3372a07e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -42280,7 +42280,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4702fad2"
+                id="2c1da978"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -42310,7 +42310,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8f27fe93"
+                id="d827a898"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -42340,7 +42340,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="80d73b44"
+                id="c670844a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -42370,7 +42370,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="eab65bc9"
+                id="6e23a10d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -42400,7 +42400,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cb8cf8c6"
+                id="8c2edbd8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -42430,7 +42430,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d80550c7"
+                id="19ae4029"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -42460,7 +42460,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3f20244e"
+                id="efe1119f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -42490,7 +42490,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="76d6635d"
+                id="fabd7a79"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -42520,7 +42520,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="67d0080b"
+                id="b725fb23"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -42550,7 +42550,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0f918456"
+                id="8ebab1bf"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -42580,7 +42580,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8d88046d"
+                id="30d8455d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -42610,7 +42610,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0f86fe55"
+                id="0b22f9ec"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -42640,7 +42640,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="48ef6fef"
+                id="8f71bb58"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -42670,7 +42670,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="be6d8ce9"
+                id="858d0dc2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -42700,7 +42700,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a731d2d4"
+                id="5fb3c03a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -42730,7 +42730,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7bccb0d8"
+                id="d6d456e4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -42760,7 +42760,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2ff6fa63"
+                id="1f6066c8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -42790,7 +42790,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="313cc43b"
+                id="d71efb4d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -42820,7 +42820,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a1f3e4fa"
+                id="38a47b4a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -42850,7 +42850,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8c427e92"
+                id="7fc656eb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -42880,7 +42880,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e0150d7a"
+                id="a0e04305"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -42910,7 +42910,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c0dd17af"
+                id="0df2e1af"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -42940,7 +42940,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="41e26293"
+                id="a6283ebe"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -42970,7 +42970,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="32a95027"
+                id="318cfa09"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -43000,7 +43000,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="dd441765"
+                id="34bbc8da"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -43030,7 +43030,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="614ec5f1"
+                id="c072ab73"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -43060,7 +43060,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="18c27721"
+                id="403b801c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -43090,7 +43090,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="586a6510"
+                id="646acf4d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -43120,7 +43120,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="26e184f9"
+                id="2ff80e3c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -43150,7 +43150,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1781ab28"
+                id="8fe7cecd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -43180,7 +43180,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2d5c5f6c"
+                id="c4203aed"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -43210,7 +43210,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2c8d14d4"
+                id="9db10296"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -43240,7 +43240,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8d026fa9"
+                id="68ac9df0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -43270,7 +43270,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ae3054d8"
+                id="f259603c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -43300,7 +43300,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f16e645a"
+                id="42297173"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -43330,7 +43330,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ab0c449e"
+                id="3399a4d5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -43360,7 +43360,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="514cb3fe"
+                id="6e624763"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -43390,7 +43390,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6278d478"
+                id="64e8521a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -43420,7 +43420,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9f207d05"
+                id="9107c4cc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -43450,7 +43450,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="69f7c342"
+                id="86989851"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -43480,7 +43480,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8afaf2d2"
+                id="e08048eb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -43510,7 +43510,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="340d4a90"
+                id="0186c371"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -43540,7 +43540,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="66022a03"
+                id="d06f279f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -43570,7 +43570,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0d5755fc"
+                id="ec7f6984"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -43600,7 +43600,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a4cbc7f2"
+                id="c2298809"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -43630,7 +43630,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7f353fe1"
+                id="b86ca6cc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -43660,7 +43660,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6c97d162"
+                id="58d927e5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -43690,7 +43690,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="37e36376"
+                id="b484eea4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -43720,7 +43720,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c15836d0"
+                id="a7f28b20"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -43750,7 +43750,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1f014d5f"
+                id="84e627b4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -43780,7 +43780,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="78678c09"
+                id="4a6fcaf6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -43810,7 +43810,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6e53ff72"
+                id="c5725a3f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -43840,7 +43840,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f4b0c1aa"
+                id="17449851"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -43870,7 +43870,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="45db5af1"
+                id="d68c6339"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -43900,7 +43900,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2fcd784a"
+                id="ce8c5c02"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -43930,7 +43930,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f3523510"
+                id="c9499767"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -43960,7 +43960,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2b127e2c"
+                id="92ffa07b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -43990,7 +43990,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8cbab9c9"
+                id="c8e88ad1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -44020,7 +44020,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e0b0ed93"
+                id="5e85d813"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -44050,7 +44050,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a57bbd62"
+                id="0e87705d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -44080,7 +44080,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5ea01ff3"
+                id="df2e9806"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -44110,7 +44110,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="22c85c98"
+                id="9bdb29f3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -44140,7 +44140,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e3c75a91"
+                id="43767211"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -44170,7 +44170,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cfe3e3f4"
+                id="5465e82c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -44200,7 +44200,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="48dd68c0"
+                id="1c85f0f0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -44230,7 +44230,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fa9e61e8"
+                id="cb8fe6c7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -44260,7 +44260,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="34e89acc"
+                id="0cf5b07f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -44290,7 +44290,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4ed352d8"
+                id="e72658c3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -44320,7 +44320,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f3e21ab4"
+                id="4006e47b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -44350,7 +44350,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="43db4120"
+                id="4174556f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -44380,7 +44380,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d2757cd0"
+                id="b7de9046"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -44410,7 +44410,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7c60f286"
+                id="d0697a7f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -44440,7 +44440,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b82884aa"
+                id="2f9bfd36"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -44470,7 +44470,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9c7c75e6"
+                id="d1488b68"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -44500,7 +44500,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="834b5753"
+                id="f37e6cd6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -44530,7 +44530,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="79f9ee13"
+                id="6c9d5a1e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -44560,7 +44560,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b5aff6ed"
+                id="3b7cfab0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -44590,7 +44590,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="001a6909"
+                id="8ea3f11b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -44620,7 +44620,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8991ade4"
+                id="dd9aa1e9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -44650,7 +44650,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0bdcb6d9"
+                id="a39e8257"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -44680,7 +44680,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="44abe8ae"
+                id="135fc8c8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -44710,7 +44710,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="aeedb8c5"
+                id="2b897910"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -44740,7 +44740,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c6dfa25e"
+                id="9c4be32c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -44770,7 +44770,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2ba3c45f"
+                id="7e998d7d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -44800,7 +44800,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9f532668"
+                id="2f4d0f3a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -44830,7 +44830,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="65876a81"
+                id="3ee4b5f4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -44860,7 +44860,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="502324dc"
+                id="388266a3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -44890,7 +44890,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b469208a"
+                id="f748ba84"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -44920,7 +44920,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="492e7e33"
+                id="227bd883"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -44950,7 +44950,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d7785304"
+                id="9895d57a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -44980,7 +44980,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9aec72ee"
+                id="5735815c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -45010,7 +45010,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="10021b7d"
+                id="bec8f00a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -45040,7 +45040,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="92658f85"
+                id="fcaa3e2d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -45070,7 +45070,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="de5beb3e"
+                id="45bce5f9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -45100,7 +45100,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8f1559ef"
+                id="e5b59ca8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -45130,7 +45130,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7f4a8081"
+                id="ea177fb2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -45160,7 +45160,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1bd937d2"
+                id="4a6c7b87"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -45190,7 +45190,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f3cef735"
+                id="ec74fe39"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -45220,7 +45220,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3da3c952"
+                id="51e26cec"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -45250,7 +45250,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="86c9073c"
+                id="6efec630"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -45280,7 +45280,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2cffd73a"
+                id="e3f8254e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -45310,7 +45310,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="257635a4"
+                id="f89be297"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -45340,7 +45340,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bc49c227"
+                id="3663878a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -45370,7 +45370,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="46102ea3"
+                id="7ddbf7e7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -45400,7 +45400,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="75893103"
+                id="ec971618"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -45430,7 +45430,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c34404fb"
+                id="cff096a7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -45460,7 +45460,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2c20de17"
+                id="ce7c6394"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -45490,7 +45490,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="08b351f6"
+                id="d47ec603"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -45520,7 +45520,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="dcb6fa9c"
+                id="c516e62f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -45550,7 +45550,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f88a8322"
+                id="a27645ba"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -45580,7 +45580,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a4f7dc81"
+                id="93518bcc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -45610,7 +45610,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9249ee4c"
+                id="ed0aed30"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -45640,7 +45640,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="69b27787"
+                id="864ccd6f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -45670,7 +45670,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f7ff7862"
+                id="748c71cf"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -45700,7 +45700,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="311c0426"
+                id="4d48e86e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -45730,7 +45730,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="21407592"
+                id="55b55c22"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -45760,7 +45760,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c1be9c34"
+                id="bc2edfed"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -45794,7 +45794,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="8584ceac"
+                id="b60ed73f"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -45822,7 +45822,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a5e5726b"
+                id="392b60cc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -45852,7 +45852,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="54f3a3b5"
+                id="800b1c7a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -45882,7 +45882,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="15bed182"
+                id="9f3012f2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -45912,7 +45912,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="445f58df"
+                id="a4dbafe8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -45942,7 +45942,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="23044768"
+                id="5296728a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -45972,7 +45972,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7615d347"
+                id="d576a391"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -46002,7 +46002,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d0f8f12a"
+                id="965c24e5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -46032,7 +46032,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1d2de649"
+                id="3bdf5c9a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -46062,7 +46062,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8cb39213"
+                id="2802e254"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -46092,7 +46092,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="06584774"
+                id="bda80ab4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -46122,7 +46122,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e3252301"
+                id="3a998001"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -46152,7 +46152,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a20da1f0"
+                id="2b509061"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -46182,7 +46182,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d31c4dc6"
+                id="35edf3a6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -46212,7 +46212,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="27681bf2"
+                id="37797fea"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -46242,7 +46242,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="053797a9"
+                id="f76dbc26"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -46272,7 +46272,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8b29aada"
+                id="f42ed843"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -46302,7 +46302,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8628c1d4"
+                id="4d100f25"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -46332,7 +46332,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="21f4b5cc"
+                id="03695c9a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -46362,7 +46362,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="83045dbc"
+                id="013a8161"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -46392,7 +46392,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6ff3a9c4"
+                id="83b3db2f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -46422,7 +46422,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2ed1a9cb"
+                id="978a7d6b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -46452,7 +46452,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fe3943e7"
+                id="9bb83b90"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -46482,7 +46482,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a3dc03fe"
+                id="0cf3a29e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -46512,7 +46512,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="79bbcd58"
+                id="078e8654"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -46542,7 +46542,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8c100ff1"
+                id="c95dcc75"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -46572,7 +46572,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="59e5efdf"
+                id="2aa3b52a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -46602,7 +46602,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e29fe0da"
+                id="bea97b4a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -46632,7 +46632,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e6eb04e6"
+                id="68927759"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -46662,7 +46662,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fe5b8e52"
+                id="189d12dc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -46692,7 +46692,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="21e27753"
+                id="619c2311"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -46722,7 +46722,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="53f19922"
+                id="aeeb1652"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -46752,7 +46752,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d3993c5f"
+                id="668d636e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -46782,7 +46782,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="86b8d26f"
+                id="0f183718"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -46812,7 +46812,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6934bb21"
+                id="451fa86c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -46842,7 +46842,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="27030d0a"
+                id="cd15bbfc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -46872,7 +46872,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="be2eb506"
+                id="34cf7503"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -46902,7 +46902,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8a321c9d"
+                id="06a96110"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -46932,7 +46932,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a10c9875"
+                id="aa7c73af"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -46962,7 +46962,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="177ad11b"
+                id="3d2f2f76"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -46992,7 +46992,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fd56b6e1"
+                id="d672dd61"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -47022,7 +47022,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c9e93941"
+                id="e20934ae"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -47052,7 +47052,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="db3ac73f"
+                id="65b9932d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -47082,7 +47082,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8a9a4297"
+                id="4c8c587f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -47112,7 +47112,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7c6e374e"
+                id="3a0ee1cc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -47142,7 +47142,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ca2c5628"
+                id="d735600a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -47172,7 +47172,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="42223bc4"
+                id="7ae6c374"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -47202,7 +47202,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2fddd653"
+                id="0ea43a19"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -47232,7 +47232,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e3bd641e"
+                id="b6aeb97d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -47262,7 +47262,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bffdddbf"
+                id="9a347840"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -47292,7 +47292,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f646a706"
+                id="ab9eda86"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -47322,7 +47322,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="42bcea08"
+                id="12827bd0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -47352,7 +47352,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e141bc17"
+                id="825cefe1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -47382,7 +47382,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c8ad6b64"
+                id="3beb2990"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -47412,7 +47412,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="93a45728"
+                id="83368d3f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -47442,7 +47442,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f4cf08b9"
+                id="4f87a650"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -47472,7 +47472,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4098f9f9"
+                id="cd423d50"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -47502,7 +47502,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a88f7e97"
+                id="133fa2ed"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -47532,7 +47532,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5709f0a6"
+                id="bdf0fe89"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -47562,7 +47562,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="84f1e661"
+                id="69c39a99"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -47592,7 +47592,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="daca28b0"
+                id="94f295b8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -47622,7 +47622,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d868c977"
+                id="57a12515"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -47652,7 +47652,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0bf417b4"
+                id="170a2fc6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -47682,7 +47682,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="265d2b8a"
+                id="edd804f8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -47712,7 +47712,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="463f21a9"
+                id="258af130"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -47742,7 +47742,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1874ad1f"
+                id="f60faca7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -47772,7 +47772,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="283fb635"
+                id="81af17e3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -47802,7 +47802,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9edebabb"
+                id="a69081fb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -47832,7 +47832,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="41bc50ab"
+                id="6be2ce86"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -47862,7 +47862,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="82acd5c0"
+                id="27483a8a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -47892,7 +47892,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9e7b9d61"
+                id="8c278576"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -47922,7 +47922,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="78755634"
+                id="7fa71699"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -47952,7 +47952,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="caf06134"
+                id="13d08b6a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -47982,7 +47982,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4d372656"
+                id="fbc7b229"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -48012,7 +48012,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d925217f"
+                id="44ff4e7a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -48042,7 +48042,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2143cbf7"
+                id="1e76b1e7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -48072,7 +48072,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ce225c5f"
+                id="4c6cd14a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -48102,7 +48102,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8879e92a"
+                id="8c077267"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -48132,7 +48132,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1c6231ad"
+                id="5ef9b3cc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -48162,7 +48162,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9ce3a823"
+                id="9d7b5cb1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -48192,7 +48192,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7c162a5d"
+                id="fd3c0c9c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -48222,7 +48222,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b2ffe35c"
+                id="7d6e6e3e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -48252,7 +48252,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="75d2a1fc"
+                id="6007bd24"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -48282,7 +48282,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fdeceb4e"
+                id="d52059f7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -48312,7 +48312,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="66ec3b94"
+                id="3f32ba1e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -48342,7 +48342,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9be9877e"
+                id="708693bf"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -48372,7 +48372,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="13b9b096"
+                id="da5653ef"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -48402,7 +48402,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8b3b593d"
+                id="c73ede23"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -48432,7 +48432,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="df715e75"
+                id="89a43369"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -48462,7 +48462,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e69895fe"
+                id="255e96cb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -48492,7 +48492,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="57955c97"
+                id="5edd70e1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -48522,7 +48522,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e68840bf"
+                id="1296a4da"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -48552,7 +48552,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d620ada0"
+                id="7f35bc64"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -48582,7 +48582,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="da4f9d29"
+                id="02a6a803"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -48612,7 +48612,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ef31a8c1"
+                id="3b60bde0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -48642,7 +48642,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9b1a0ec3"
+                id="2014c556"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -48672,7 +48672,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="21b3ea50"
+                id="ad7de56f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -48702,7 +48702,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0ae31042"
+                id="94d8deed"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -48732,7 +48732,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4a969ed2"
+                id="bffea498"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -48762,7 +48762,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cd7a3a2e"
+                id="7e17b95a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -48792,7 +48792,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4e15a4fe"
+                id="65b79b97"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -48822,7 +48822,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2092fdc7"
+                id="079c1034"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -48852,7 +48852,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f6a1254a"
+                id="b22d1091"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -48882,7 +48882,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="dc11bf28"
+                id="2fec5bff"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -48912,7 +48912,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2af13e1d"
+                id="c4a8ebe9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -48942,7 +48942,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b09c7403"
+                id="1131b271"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -48972,7 +48972,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fead8dd7"
+                id="0d6fb986"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -49002,7 +49002,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fea4146b"
+                id="c9fcec7f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -49032,7 +49032,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5d4da4aa"
+                id="1d2b6bda"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -49062,7 +49062,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="401c1aa8"
+                id="f38ce464"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -49092,7 +49092,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2819cf14"
+                id="56183fe2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -49122,7 +49122,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e2887e2a"
+                id="5ba10959"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -49152,7 +49152,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="320999d1"
+                id="09a25c07"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -49182,7 +49182,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3be49988"
+                id="1c31126c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -49212,7 +49212,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d7380f92"
+                id="0082222c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -49242,7 +49242,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4015a3b4"
+                id="d3484821"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -49272,7 +49272,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f197db11"
+                id="b9143968"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -49302,7 +49302,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6d543d67"
+                id="bc55d991"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -49332,7 +49332,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="006de6f6"
+                id="2e1fe08a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -49362,7 +49362,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a1f47748"
+                id="109c0ba4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -49392,7 +49392,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="25cf4147"
+                id="978f728f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -49422,7 +49422,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d7e9110e"
+                id="7419d42b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -49452,7 +49452,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f8229dac"
+                id="224ab267"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -49482,7 +49482,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="28e3b1a9"
+                id="5ac1552c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -49512,7 +49512,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b5a947f5"
+                id="dc1f135a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -49542,7 +49542,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9929350f"
+                id="95b323c0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -49572,7 +49572,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ac8cd016"
+                id="61d7a935"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -49602,7 +49602,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6731ffdc"
+                id="a2615c94"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -49632,7 +49632,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d64f1cf8"
+                id="f0af8ce3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -49662,7 +49662,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="78f54f49"
+                id="3d256e3c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -49692,7 +49692,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0b253fed"
+                id="ba6ec42f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -49722,7 +49722,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a4219367"
+                id="6d20ae1d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -49752,7 +49752,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a9e6d97a"
+                id="8fbdf036"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -49782,7 +49782,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0b335a1d"
+                id="7c9eb9a2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -49812,7 +49812,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="667ee379"
+                id="0157da01"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -49842,7 +49842,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7a8d7097"
+                id="17a86f28"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -49872,7 +49872,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="869be787"
+                id="be285404"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -49902,7 +49902,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5cc49fc6"
+                id="70d8469b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -49932,7 +49932,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="79ac1f75"
+                id="002d0896"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -49962,7 +49962,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a6a0372e"
+                id="142de044"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -49992,7 +49992,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6ebceb05"
+                id="e6861452"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -50022,7 +50022,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9cca3182"
+                id="bbddf3b1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -50052,7 +50052,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="33390a3f"
+                id="b975e5d6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -50082,7 +50082,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="11484bea"
+                id="7bb8b0b1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -50112,7 +50112,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fef7bd0b"
+                id="54138f26"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -50142,7 +50142,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="745dd359"
+                id="d3298260"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -50176,7 +50176,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="94c41ffc"
+                id="0d98ae42"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -50204,7 +50204,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3174b5e6"
+                id="3755f683"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -50234,7 +50234,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1a3219a9"
+                id="abb2df5f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -50264,7 +50264,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="61f3ef51"
+                id="ddc057b1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -50294,7 +50294,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5767de18"
+                id="4faad0e2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -50324,7 +50324,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d0a66e56"
+                id="5e158590"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -50354,7 +50354,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="42e0941d"
+                id="1f71549a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -50384,7 +50384,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b69c9eb1"
+                id="06bd5c19"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -50414,7 +50414,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c95c59d4"
+                id="5803bdfe"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -50444,7 +50444,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="29ed3c7f"
+                id="9cdac9b4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -50474,7 +50474,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3bc1aaae"
+                id="70cb69db"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -50504,7 +50504,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="08f98eef"
+                id="39c6df01"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -50534,7 +50534,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d706bbcd"
+                id="d9eda07e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -50564,7 +50564,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c1b57f85"
+                id="974cd17c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -50594,7 +50594,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="85a8e6b6"
+                id="835cedc7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -50624,7 +50624,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="718fd88d"
+                id="276a841f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -50654,7 +50654,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="28ef3b4f"
+                id="a6f55ce8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -50684,7 +50684,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5526a76c"
+                id="ea9d0ca3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -50714,7 +50714,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="95ea2a80"
+                id="89f22baf"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -50744,7 +50744,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="486eff92"
+                id="f59542ad"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -50774,7 +50774,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9e8859a3"
+                id="5a9eb71d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -50804,7 +50804,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f98df25c"
+                id="ca171ede"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -50834,7 +50834,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4a5ad653"
+                id="8aa2d812"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -50864,7 +50864,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9e6a9764"
+                id="56234d36"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -50894,7 +50894,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f2231178"
+                id="a85993d7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -50924,7 +50924,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e4a5ae57"
+                id="dfe3f297"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -50954,7 +50954,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c4503394"
+                id="dbfe00ca"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -50984,7 +50984,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a26d94f1"
+                id="3001ebaf"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -51014,7 +51014,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4ce918b2"
+                id="f6c3ed8f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -51044,7 +51044,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5620eafc"
+                id="abdf6c89"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -51074,7 +51074,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b6f9e820"
+                id="fff2fef9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -51104,7 +51104,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5127fed4"
+                id="fbd261f8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -51134,7 +51134,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="14da2ace"
+                id="5f2cde51"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -51164,7 +51164,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a1f342e3"
+                id="43f82cd5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -51194,7 +51194,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9b606afd"
+                id="7670152d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -51224,7 +51224,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="04206844"
+                id="23cabb86"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -51254,7 +51254,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b9114f13"
+                id="7a120ad8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -51284,7 +51284,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d33f4a14"
+                id="b8ec3195"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -51314,7 +51314,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="148f716d"
+                id="7f50acb9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -51344,7 +51344,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="294496cd"
+                id="11615062"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -51374,7 +51374,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="97539483"
+                id="eb83d9d8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -51404,7 +51404,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ef345237"
+                id="72dfb3bf"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -51434,7 +51434,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fcc188d4"
+                id="80e9d5f5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -51464,7 +51464,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="412ff3ef"
+                id="2880ee73"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -51494,7 +51494,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1894b90b"
+                id="2dd1eacb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -51524,7 +51524,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c0b0b65d"
+                id="15436c71"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -51554,7 +51554,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fe491c14"
+                id="92fe5607"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -51584,7 +51584,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="96167482"
+                id="9a620ad3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -51614,7 +51614,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="de350965"
+                id="863ac81f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -51644,7 +51644,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="59165744"
+                id="41349ebd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -51674,7 +51674,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2bd4cb37"
+                id="a730dc22"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -51704,7 +51704,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="847686bc"
+                id="296fc9aa"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -51734,7 +51734,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f676cdac"
+                id="2c6b882b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -51764,7 +51764,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="34bac239"
+                id="8778ad9e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -51794,7 +51794,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b9db750c"
+                id="fd14e47b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -51824,7 +51824,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e1d5f11a"
+                id="7feebb08"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -51854,7 +51854,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ec56711e"
+                id="e373072b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -51884,7 +51884,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="aff35d1d"
+                id="552fe443"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -51914,7 +51914,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="12e8cb19"
+                id="02c6fbaa"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -51944,7 +51944,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="851d2460"
+                id="71bdc28d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -51974,7 +51974,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="109b4e88"
+                id="e59653ef"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -52004,7 +52004,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e7233a80"
+                id="04b52674"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -52034,7 +52034,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7e88b10f"
+                id="43bc2104"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -52064,7 +52064,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e567dbde"
+                id="80430dba"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -52094,7 +52094,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="26ba5b24"
+                id="10f3bb82"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -52124,7 +52124,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="946a4199"
+                id="f0bec725"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -52154,7 +52154,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="11307238"
+                id="e8799386"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -52184,7 +52184,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b9e616a1"
+                id="b18a1fea"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -52214,7 +52214,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3d128dc9"
+                id="522c1c4e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -52244,7 +52244,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="51c89e5f"
+                id="f193f1eb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -52274,7 +52274,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0be766c2"
+                id="95baaa27"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -52304,7 +52304,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cd1925a5"
+                id="0d739a03"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -52334,7 +52334,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="89c97c72"
+                id="cb0f109e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -52364,7 +52364,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9c9cf9d1"
+                id="444c6f19"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -52394,7 +52394,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a8604197"
+                id="4921e645"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -52424,7 +52424,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c935379f"
+                id="a4484104"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -52454,7 +52454,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="32fe8d98"
+                id="edcc3fa0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -52484,7 +52484,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="71645bc2"
+                id="9d05010f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -52514,7 +52514,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="17d87224"
+                id="18d3fdd9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -52544,7 +52544,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9190459f"
+                id="2e7db105"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -52574,7 +52574,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="36fb0331"
+                id="3f0ffcfc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -52604,7 +52604,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b4aadffd"
+                id="073a4ed4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -52634,7 +52634,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9e499100"
+                id="fdd4c8f5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -52664,7 +52664,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ebc3e939"
+                id="5c50a89b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -52694,7 +52694,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a04dc9c1"
+                id="f26d8632"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -52724,7 +52724,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f8f1103a"
+                id="3c67ab28"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -52754,7 +52754,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ee3b1dd2"
+                id="56ef2359"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -52784,7 +52784,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0c91c181"
+                id="df9de28e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -52814,7 +52814,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="53fb1ef7"
+                id="0e286b7a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -52844,7 +52844,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d204640d"
+                id="4382b677"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -52874,7 +52874,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="45a032f6"
+                id="96ca6764"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -52904,7 +52904,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="239e546a"
+                id="631961ea"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -52934,7 +52934,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5158fd2f"
+                id="11c48b43"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -52964,7 +52964,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9f369329"
+                id="8260e81c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -52994,7 +52994,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e144cd24"
+                id="83237650"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -53024,7 +53024,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c63ed586"
+                id="0e5b834f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -53054,7 +53054,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8ae45311"
+                id="e225cc7b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -53084,7 +53084,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9f0a892e"
+                id="d07ca0c5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -53114,7 +53114,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9b6b46ff"
+                id="d070b48d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -53144,7 +53144,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b9871102"
+                id="620ac816"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -53174,7 +53174,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8e87e6ba"
+                id="c45ec9c7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -53204,7 +53204,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6f81bdaa"
+                id="0c665f2f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -53234,7 +53234,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="47d3ff15"
+                id="98b39bef"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -53264,7 +53264,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c066703d"
+                id="b8662f7a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -53294,7 +53294,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1bfd5066"
+                id="cff8f9ed"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -53324,7 +53324,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d969c080"
+                id="95a6444e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -53354,7 +53354,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6c0b09ec"
+                id="bda2fec8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -53384,7 +53384,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="86ebcb9b"
+                id="75c6c2c4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -53414,7 +53414,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="30467d60"
+                id="965b1a77"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -53444,7 +53444,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a98a3bfd"
+                id="d8ddf486"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -53474,7 +53474,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e906e8af"
+                id="800ec0be"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -53504,7 +53504,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="31a84a3c"
+                id="4f7f6d14"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -53534,7 +53534,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="14f0393d"
+                id="1c693eb6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -53564,7 +53564,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bf8a08bc"
+                id="480614d1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -53594,7 +53594,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8103e696"
+                id="0667a0aa"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -53624,7 +53624,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e2c9463a"
+                id="6f09ae8c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -53654,7 +53654,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b0a11931"
+                id="464d51fa"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -53684,7 +53684,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="61997fa7"
+                id="74394ef8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -53714,7 +53714,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="584037b4"
+                id="6a8e90f0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -53744,7 +53744,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="550d8335"
+                id="8d83145d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -53774,7 +53774,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c64d476e"
+                id="6ab3052e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -53804,7 +53804,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ad79a635"
+                id="175c9b47"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -53834,7 +53834,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="023690aa"
+                id="6ece964f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -53864,7 +53864,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6d24de35"
+                id="c7306f9a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -53894,7 +53894,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="86c45a4c"
+                id="9cfc19d9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -53924,7 +53924,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f3507d31"
+                id="b7658a66"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -53954,7 +53954,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1e4f5234"
+                id="d1dbc4d7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -53984,7 +53984,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a31a4657"
+                id="fe789fd7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -54014,7 +54014,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="884b6134"
+                id="051572e3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -54044,7 +54044,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="33c39943"
+                id="4ace2f24"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -54074,7 +54074,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="42710297"
+                id="1e07096b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -54104,7 +54104,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="64f45114"
+                id="1e74e4e0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -54134,7 +54134,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2b305c6a"
+                id="ffdca9cd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -54164,7 +54164,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a31b76e0"
+                id="7c3a5709"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -54194,7 +54194,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7ac4e388"
+                id="4092af08"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -54224,7 +54224,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4e3376a8"
+                id="ae472da3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -54254,7 +54254,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9c869450"
+                id="3f738670"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -54284,7 +54284,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ecee8be4"
+                id="34f289be"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -54314,7 +54314,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c2f7c072"
+                id="20c0ce23"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -54344,7 +54344,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="272fb533"
+                id="a6b79e84"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -54374,7 +54374,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b264c2b1"
+                id="158b52d2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -54404,7 +54404,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="81ab9455"
+                id="b5c0793d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -54434,7 +54434,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="77d845e8"
+                id="b4c69ae4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -54464,7 +54464,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c6a45a56"
+                id="d6336151"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -54494,7 +54494,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7001dc18"
+                id="7b0775db"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -54524,7 +54524,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8278a18b"
+                id="b76feaf3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -54558,7 +54558,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="bf1665c2"
+                id="138fef5a"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -54586,7 +54586,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f2e45607"
+                id="64c3a93d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -54616,7 +54616,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="488160b4"
+                id="17fe75ea"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -54646,7 +54646,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2d943c86"
+                id="2ce7f94f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -54676,7 +54676,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4533060a"
+                id="6c4ef322"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -54706,7 +54706,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="28ca96b1"
+                id="646869e8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -54736,7 +54736,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fb986b5f"
+                id="52bd0481"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -54766,7 +54766,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="878a2fa8"
+                id="aa0024e2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -54796,7 +54796,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7f8abd66"
+                id="bda953a5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -54826,7 +54826,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9d334914"
+                id="3a747ea2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -54856,7 +54856,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f284eaa0"
+                id="6b12cb2c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -54886,7 +54886,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="98a32b55"
+                id="b926deaf"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -54916,7 +54916,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ae85c6e2"
+                id="6f7a8e8e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -54946,7 +54946,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bf5f7566"
+                id="925973a7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -54976,7 +54976,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0822ffda"
+                id="71e1898e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -55006,7 +55006,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ba824556"
+                id="7325f42f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -55036,7 +55036,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="45f88bc0"
+                id="4862c1e1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -55066,7 +55066,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6dd0cb07"
+                id="95285b5e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -55096,7 +55096,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="01519731"
+                id="e4424bbf"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -55126,7 +55126,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e0362c16"
+                id="098f073f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -55156,7 +55156,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cd23c383"
+                id="7c686fd4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -55186,7 +55186,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c03c2004"
+                id="d0012049"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -55216,7 +55216,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8f4c51f0"
+                id="07b6215d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -55246,7 +55246,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="380087f7"
+                id="77ecfe3a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -55276,7 +55276,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c41e819b"
+                id="5484e1d8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -55306,7 +55306,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4e2761da"
+                id="d0d75d3a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -55336,7 +55336,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="32d6bfea"
+                id="cbc71933"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -55366,7 +55366,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="766fb141"
+                id="e9be1c46"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -55396,7 +55396,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9318e56e"
+                id="b439c440"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -55426,7 +55426,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b2048262"
+                id="6ffb8b2a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -55456,7 +55456,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="366f0fcc"
+                id="22efab60"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -55486,7 +55486,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f7dbb27e"
+                id="ab69cfd9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -55516,7 +55516,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1705110d"
+                id="fca54279"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -55546,7 +55546,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1ed6b3c1"
+                id="153e8dd7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -55576,7 +55576,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9829a6fe"
+                id="c676925e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -55606,7 +55606,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="23adb240"
+                id="2c016ca8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -55636,7 +55636,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2946f12c"
+                id="bbb37187"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -55666,7 +55666,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e72f5f30"
+                id="a9d07900"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -55696,7 +55696,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ca596d14"
+                id="080edf42"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -55726,7 +55726,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d0320ad1"
+                id="118ee224"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -55756,7 +55756,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f0647b1b"
+                id="9a867044"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -55786,7 +55786,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bff2bb5c"
+                id="4b533100"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -55816,7 +55816,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f415dc12"
+                id="018d0bbd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -55846,7 +55846,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e3ddc20e"
+                id="3d5154c0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -55876,7 +55876,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ba3ca77e"
+                id="dea01a4a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -55906,7 +55906,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="add4509f"
+                id="e80a27dd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -55936,7 +55936,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="97f7a62c"
+                id="f03a302b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -55966,7 +55966,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6aef883f"
+                id="2866d5d9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -55996,7 +55996,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7e1b3de6"
+                id="d3cb43c9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -56026,7 +56026,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="47293587"
+                id="9d85f800"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -56056,7 +56056,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e600750b"
+                id="c361d509"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -56086,7 +56086,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="115b347d"
+                id="f2fa176b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -56116,7 +56116,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4ea3c820"
+                id="7a082778"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -56146,7 +56146,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ab69b020"
+                id="72a209f3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -56176,7 +56176,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a66d1cc9"
+                id="3d586f4e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -56206,7 +56206,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="066d0143"
+                id="ffaa62dd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -56236,7 +56236,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4e68d5f9"
+                id="f2432452"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -56266,7 +56266,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3f7bbc3c"
+                id="8db446a9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -56296,7 +56296,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f8619927"
+                id="b0c7bc28"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -56326,7 +56326,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e121be02"
+                id="ed15ca9c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -56356,7 +56356,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bd33721b"
+                id="8068ce11"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -56386,7 +56386,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fdc9acfa"
+                id="3defdd12"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -56416,7 +56416,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="013427de"
+                id="6ce3c732"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -56446,7 +56446,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0d44a778"
+                id="5f453c39"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -56476,7 +56476,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1b4a785b"
+                id="5c349c57"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -56506,7 +56506,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3f08cec6"
+                id="e2ce68ef"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -56536,7 +56536,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="947b06c5"
+                id="9ab9a700"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -56566,7 +56566,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="42eb658d"
+                id="927241d7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -56596,7 +56596,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d490e421"
+                id="f7883338"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -56626,7 +56626,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="927269b8"
+                id="7041f41d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -56656,7 +56656,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a47ff3d0"
+                id="5af09d73"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -56686,7 +56686,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="530a3cf6"
+                id="cbcbe694"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -56716,7 +56716,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6e3722ee"
+                id="f71bb0be"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -56746,7 +56746,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="035afc72"
+                id="dfb628bb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -56776,7 +56776,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2d0963f3"
+                id="4bc90b80"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -56806,7 +56806,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6beae2f3"
+                id="a3d6a0a6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -56836,7 +56836,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4bd4692e"
+                id="a0c6339f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -56866,7 +56866,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="48d146af"
+                id="31182cf2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -56896,7 +56896,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7db531b6"
+                id="7b220e34"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -56926,7 +56926,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="09439595"
+                id="e278f376"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -56956,7 +56956,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="13348734"
+                id="81b6c43e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -56986,7 +56986,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2cc544e6"
+                id="efd2b99b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -57016,7 +57016,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3e51715c"
+                id="c4aa213f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -57046,7 +57046,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4c2a91d9"
+                id="bbfa35e6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -57076,7 +57076,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="621d2181"
+                id="c4828f90"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -57106,7 +57106,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="110a841a"
+                id="ad5513fd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -57136,7 +57136,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="407ddfe7"
+                id="a3f21fc3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -57166,7 +57166,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="85c8bec7"
+                id="35cab65c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -57196,7 +57196,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ff4716d9"
+                id="a8da3086"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -57226,7 +57226,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ed15c5e9"
+                id="3630afdc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -57256,7 +57256,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b326cb83"
+                id="de7390d8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -57286,7 +57286,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e4603c1d"
+                id="331f5a4d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -57316,7 +57316,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f3d7d622"
+                id="5e8e2eaa"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -57346,7 +57346,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="09886fad"
+                id="aad100ae"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -57376,7 +57376,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d6053891"
+                id="7d7e615a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -57406,7 +57406,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cfec9fa5"
+                id="69070ab7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -57436,7 +57436,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="05291a36"
+                id="febdcce3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -57466,7 +57466,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="93e6285b"
+                id="af5ab6b0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -57496,7 +57496,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8973a10c"
+                id="c7676048"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -57526,7 +57526,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a75d4911"
+                id="932fd310"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -57556,7 +57556,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4dbf9fb6"
+                id="d1efc8d2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -57586,7 +57586,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3037bc16"
+                id="63549dff"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -57616,7 +57616,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="18056ef6"
+                id="c32ce38b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -57646,7 +57646,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6a240392"
+                id="d4942154"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -57676,7 +57676,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d98ac8ac"
+                id="bcb27b11"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -57706,7 +57706,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a38750e1"
+                id="375ac2a0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -57736,7 +57736,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9f17afdf"
+                id="78051890"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -57766,7 +57766,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="90c04ace"
+                id="f704a414"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -57796,7 +57796,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e51130a6"
+                id="ca393b86"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -57826,7 +57826,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ddfc3e4f"
+                id="bb6191ae"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -57856,7 +57856,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fa95ab96"
+                id="f55762a1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -57886,7 +57886,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6251936c"
+                id="b9c3a72f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -57916,7 +57916,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7f196028"
+                id="f66af408"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -57946,7 +57946,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9c8c043e"
+                id="a6e79f30"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -57976,7 +57976,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b93b2c7d"
+                id="31c0cfd8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -58006,7 +58006,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="201e3970"
+                id="b3ac4da2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -58036,7 +58036,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5beb94be"
+                id="fe7ff862"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -58066,7 +58066,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1fa16591"
+                id="4fb9191c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -58096,7 +58096,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="97f8806b"
+                id="c7bc1bc5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -58126,7 +58126,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0c6de144"
+                id="8fbbf600"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -58156,7 +58156,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="62c24b46"
+                id="ba56bee6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -58186,7 +58186,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ab15744a"
+                id="76d90581"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -58216,7 +58216,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2737d565"
+                id="a1fd4018"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -58246,7 +58246,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="651c74f6"
+                id="b8771f05"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -58276,7 +58276,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7b2130a3"
+                id="678c5c38"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -58306,7 +58306,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="101e364f"
+                id="b0c0c36d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -58336,7 +58336,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4250fb9d"
+                id="89b640da"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -58366,7 +58366,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2be9d2b6"
+                id="d0dc49c1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -58396,7 +58396,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bd0f2158"
+                id="8af8f2b4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -58426,7 +58426,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="41c2d6e0"
+                id="e9870e81"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -58456,7 +58456,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2c27bd5f"
+                id="82eac73b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -58486,7 +58486,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cb449644"
+                id="b5504443"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -58516,7 +58516,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="84a3ce4c"
+                id="c6368306"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -58546,7 +58546,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9d926f70"
+                id="cc107509"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -58576,7 +58576,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3bae3254"
+                id="515dc6cc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -58606,7 +58606,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="906476b8"
+                id="f7c20065"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -58636,7 +58636,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e287feec"
+                id="47fd99ca"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -58666,7 +58666,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f7aff3be"
+                id="1549859a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -58696,7 +58696,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cf7fd3a4"
+                id="126b94e9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -58726,7 +58726,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6e56b6d4"
+                id="a602474a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -58756,7 +58756,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1a1f2279"
+                id="60403232"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -58786,7 +58786,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0fa123e0"
+                id="a9961956"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -58816,7 +58816,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="89f46815"
+                id="a3ebd407"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -58846,7 +58846,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8f6968d5"
+                id="0184a1b9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -58876,7 +58876,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4ec7976e"
+                id="64e66c83"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -58906,7 +58906,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6c84ad9e"
+                id="55e402d6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -60410,7 +60410,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="ca882877"
+                id="20ed53ed"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -60438,7 +60438,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7975d56f"
+                id="69494aa7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -60468,7 +60468,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a8f5056d"
+                id="a35fe295"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -60498,7 +60498,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="af419770"
+                id="e8f988fa"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -60528,7 +60528,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d14b321d"
+                id="da005962"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -60558,7 +60558,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="aa6a0fee"
+                id="550fe31d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -60588,7 +60588,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ada8ab13"
+                id="60232682"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -60618,7 +60618,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0248f9d4"
+                id="8b52f8b7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -60648,7 +60648,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="af0fcac0"
+                id="8a281d90"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -60678,7 +60678,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7ba07a08"
+                id="6c89accd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -60708,7 +60708,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b2201343"
+                id="ea86eeb8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -60738,7 +60738,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ec2fd0b6"
+                id="1e8121c3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -60768,7 +60768,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="dc4a02cd"
+                id="590887b0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -60798,7 +60798,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="82ab06ec"
+                id="8772a024"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -60828,7 +60828,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3c0eda1f"
+                id="947d41e4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -60858,7 +60858,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="84cb06ab"
+                id="07a8adf8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -60888,7 +60888,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f7828826"
+                id="480198f0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -60918,7 +60918,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9bd5347d"
+                id="9d197a1e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -60948,7 +60948,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4685e9a4"
+                id="953b85c9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -60978,7 +60978,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1dc55b84"
+                id="d254959e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -61008,7 +61008,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3af778f8"
+                id="cb040cdc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -61038,7 +61038,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7d7406fb"
+                id="70cdd4e7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -61068,7 +61068,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="69613065"
+                id="53fc6a5f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -61098,7 +61098,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5b589f21"
+                id="29794d58"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -61128,7 +61128,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ba812453"
+                id="c46be1e3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -61158,7 +61158,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f2c09fbd"
+                id="72290121"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -61188,7 +61188,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="526d1509"
+                id="1f294ac5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -61218,7 +61218,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="19c38bec"
+                id="00e02c80"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -61248,7 +61248,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="469573b1"
+                id="9114fcc4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -61278,7 +61278,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f5db6392"
+                id="b459fc11"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -61308,7 +61308,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="68c510e7"
+                id="152063a6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -61338,7 +61338,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="66d216ed"
+                id="b65b91eb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -61368,7 +61368,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ad88c18f"
+                id="f1030f53"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -61398,7 +61398,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ef4ca4fb"
+                id="551f3787"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -61428,7 +61428,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="29d0b957"
+                id="3b4e25e0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -61458,7 +61458,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3b00297f"
+                id="0ee1a4e3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -61488,7 +61488,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e649591c"
+                id="13a81a10"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -61518,7 +61518,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="80af2712"
+                id="c47788ee"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -61548,7 +61548,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="386b3c98"
+                id="aad7ff01"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -61578,7 +61578,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fb29f6be"
+                id="2f9baa9a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -61608,7 +61608,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8c02c806"
+                id="8d5335a9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -61638,7 +61638,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="227d1fd6"
+                id="eb654074"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -61668,7 +61668,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="85c52da0"
+                id="38cc9334"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -61698,7 +61698,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1545d3be"
+                id="66cf656a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -61728,7 +61728,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4a9d3f49"
+                id="ba0307d4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -61758,7 +61758,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c1475cca"
+                id="55c703e4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -61788,7 +61788,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ee965e5f"
+                id="b60a9314"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -61818,7 +61818,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="87af1bd2"
+                id="741065fd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -61848,7 +61848,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="dd68ba64"
+                id="d3b0fdf7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -61878,7 +61878,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8eaacee5"
+                id="6c575ec0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -61908,7 +61908,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="421d3dfd"
+                id="37445149"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -61938,7 +61938,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b8681b56"
+                id="9e866689"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -61968,7 +61968,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="84a49fe9"
+                id="dd3c984f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -61998,7 +61998,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="95e64db4"
+                id="295b9eba"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -62028,7 +62028,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="54acc7b1"
+                id="b5a9f6e9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -62058,7 +62058,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="349892a3"
+                id="ca2e8901"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -62088,7 +62088,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e8512863"
+                id="b331a39a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -62118,7 +62118,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="08a73d0b"
+                id="78f19b67"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -62148,7 +62148,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1f5a652c"
+                id="9e1f0ea7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -62178,7 +62178,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ec1a1cae"
+                id="b0e65ef4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -62208,7 +62208,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="22d77888"
+                id="c65616be"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -62238,7 +62238,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fd45f993"
+                id="7b4f7041"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -62268,7 +62268,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c9f8b454"
+                id="2c8260dc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -62298,7 +62298,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="78b1c34b"
+                id="17e2b2f3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -62328,7 +62328,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8e43ddd0"
+                id="2039d17e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -62358,7 +62358,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="150c879d"
+                id="644ed22c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -62388,7 +62388,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2d43f90f"
+                id="a9ede06b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -62418,7 +62418,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="78e095a4"
+                id="396cc740"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -62448,7 +62448,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6341c825"
+                id="ef28efdd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -62478,7 +62478,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="67e9da33"
+                id="37943b12"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -62508,7 +62508,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="38f4d3c2"
+                id="9ec18d93"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -62538,7 +62538,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c986a993"
+                id="f75d4423"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -62568,7 +62568,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="652862d1"
+                id="9cd3f7ff"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -62598,7 +62598,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c72db793"
+                id="3d1f920b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -62628,7 +62628,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8964179a"
+                id="edb36cbe"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -62658,7 +62658,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e14d937e"
+                id="2e3c1c28"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -62688,7 +62688,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ac4b4795"
+                id="3294e3ea"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -62718,7 +62718,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3bbe175e"
+                id="e925077e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -62748,7 +62748,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3914a3e1"
+                id="34c97554"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -62778,7 +62778,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d64a3c34"
+                id="732c801a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -62808,7 +62808,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0df9bf6a"
+                id="27b6a113"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -62838,7 +62838,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b9e8e0d2"
+                id="e190b8a0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -62868,7 +62868,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9a4f7fd2"
+                id="12052cae"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -62898,7 +62898,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="91ab3d2a"
+                id="90d1dce4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -62928,7 +62928,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6838944a"
+                id="4c5c3ba9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -62958,7 +62958,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="63fce744"
+                id="cfc8427b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -62988,7 +62988,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3a5a35e5"
+                id="cf24f93b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -63018,7 +63018,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="160fe89e"
+                id="4513e170"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -63048,7 +63048,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8d48f4a3"
+                id="82138435"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -63078,7 +63078,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8092f894"
+                id="b71513a3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -63108,7 +63108,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f09c4292"
+                id="f9c2d24d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -63138,7 +63138,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3c44f569"
+                id="8b6b5f5a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -63168,7 +63168,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="54176c13"
+                id="eb5f87f9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -63198,7 +63198,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e2994105"
+                id="f4439e73"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -63228,7 +63228,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0d6147ed"
+                id="098125da"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -63258,7 +63258,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="84c53dcb"
+                id="c5991826"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -63288,7 +63288,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7d6a12a7"
+                id="02e2fb12"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -63318,7 +63318,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="282307c2"
+                id="0f0151c0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -63348,7 +63348,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d0352b02"
+                id="9d9f27cd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -63378,7 +63378,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="859f3a17"
+                id="39e97a21"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -63408,7 +63408,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="50a1646d"
+                id="a609468e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -63438,7 +63438,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e8a3064f"
+                id="582ecd62"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -63468,7 +63468,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b296bc04"
+                id="be640c0d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -63498,7 +63498,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="efc5dee8"
+                id="e674cf6e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -63528,7 +63528,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="34fed766"
+                id="52d2d20c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -63558,7 +63558,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="dd403cd3"
+                id="8d414f6e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -63588,7 +63588,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="55d44070"
+                id="0a78853b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -63618,7 +63618,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c6eca07d"
+                id="a8b99c9d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -63648,7 +63648,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7a549780"
+                id="c5f7859d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -63678,7 +63678,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ae7bd13e"
+                id="1af85e07"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -63708,7 +63708,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d168e932"
+                id="e527a820"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -63738,7 +63738,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8e5d2b2f"
+                id="0c3ece01"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -63768,7 +63768,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="224fa5ab"
+                id="edd5df46"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -63798,7 +63798,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="160bb451"
+                id="8309e6be"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -63828,7 +63828,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="daf69b34"
+                id="e8944e59"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -63858,7 +63858,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="28b7ebad"
+                id="016ab9b9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -63888,7 +63888,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="21337b58"
+                id="11b8cba7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -63918,7 +63918,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e69e77a1"
+                id="09200acd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -63948,7 +63948,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="941d1a7e"
+                id="bfcf54fb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -63978,7 +63978,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4ef932d4"
+                id="261d19ac"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -64008,7 +64008,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="091b9294"
+                id="2e61c781"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -64038,7 +64038,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="53ba5773"
+                id="e773b415"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -64068,7 +64068,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="97569530"
+                id="2f2ffe8e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -64098,7 +64098,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b83970b7"
+                id="6dcbc344"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -64128,7 +64128,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b8d5cc3e"
+                id="f19c9817"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -64158,7 +64158,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a8ab3e30"
+                id="130e4a1c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -64188,7 +64188,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3d8de28e"
+                id="cc955d37"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -64218,7 +64218,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="289c52de"
+                id="0bdfec65"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -64248,7 +64248,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="63f59c86"
+                id="b63d7207"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -64278,7 +64278,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5b3f8a5e"
+                id="87fbef6c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -64308,7 +64308,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a9d30a51"
+                id="ed8d4629"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -64338,7 +64338,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0aaae2c0"
+                id="41de76c2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -64368,7 +64368,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2e02148e"
+                id="c7442f42"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -64398,7 +64398,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3a4c466d"
+                id="0870c0b9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -64428,7 +64428,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d2ca7db6"
+                id="7d4971c9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -64458,7 +64458,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cab85d49"
+                id="11c77519"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -64488,7 +64488,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="273a220b"
+                id="4d7c7405"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -64518,7 +64518,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f7f44d1a"
+                id="4266c1b1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -64548,7 +64548,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9ea54ba7"
+                id="cc5c61bc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -64578,7 +64578,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="18c26c56"
+                id="69d7e542"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -64608,7 +64608,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="820fa305"
+                id="3d78b539"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -64638,7 +64638,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b64ab12c"
+                id="9efdf82f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -64668,7 +64668,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c4e281a4"
+                id="792fa1e1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -64698,7 +64698,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="50f6da6d"
+                id="0dad4b70"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -64728,7 +64728,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9c9d4fa2"
+                id="34bbbf07"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -64758,7 +64758,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="176f583e"
+                id="7b1e3e7f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -64792,7 +64792,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="e260abba"
+                id="9f133f05"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -64820,7 +64820,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="634ba2e5"
+                id="149bd501"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -64850,7 +64850,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6acdb5ad"
+                id="2cc77b38"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -64880,7 +64880,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="14df4fce"
+                id="77c5c102"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -64910,7 +64910,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d24413b1"
+                id="9f786fc8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -64940,7 +64940,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="aaf43605"
+                id="8bcbb1c3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -64970,7 +64970,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8c9b3740"
+                id="5fcf4333"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -65000,7 +65000,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0dba3832"
+                id="222a6843"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -65030,7 +65030,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b7e2fb5f"
+                id="7624ee1c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -65060,7 +65060,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5979dd97"
+                id="e83d0d1c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -65090,7 +65090,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="65563169"
+                id="b3e3649a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -65120,7 +65120,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8cb4a2c7"
+                id="3a69cf0b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -65150,7 +65150,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a26c5fba"
+                id="4a28a0a7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -65180,7 +65180,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="36e89878"
+                id="a343874f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -65210,7 +65210,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="df3aaeaf"
+                id="daf79a6c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -65240,7 +65240,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7388d53d"
+                id="bff22749"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -65270,7 +65270,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c505d8b8"
+                id="5c2bba2a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -65300,7 +65300,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fd361f62"
+                id="f656c340"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -65330,7 +65330,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f3e75845"
+                id="1496fd96"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -65360,7 +65360,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cd563a2b"
+                id="aabe7dbd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -65390,7 +65390,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="98b6f1e4"
+                id="6cd2e85c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -65420,7 +65420,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c89f6234"
+                id="39cc4f28"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -65450,7 +65450,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="091a5beb"
+                id="2615e268"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -65480,7 +65480,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e1445b6e"
+                id="6e056c58"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -65510,7 +65510,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c755c5d9"
+                id="29e6de5d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -65540,7 +65540,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="974f8e76"
+                id="c58943d6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -65570,7 +65570,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="05a32c21"
+                id="6e866a4f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -65600,7 +65600,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e432c029"
+                id="4805b1c9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -65630,7 +65630,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="086398e1"
+                id="3ccb66e9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -65660,7 +65660,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="126a31c1"
+                id="c83dcf0f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -65690,7 +65690,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1a60b088"
+                id="889256e5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -65720,7 +65720,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="adce2230"
+                id="23086815"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -65750,7 +65750,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0c991dd4"
+                id="e23f71b7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -65780,7 +65780,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f57f2766"
+                id="b0fd7c6e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -65810,7 +65810,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a40a8a71"
+                id="2f0905ce"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -65840,7 +65840,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d502b01b"
+                id="2bd8904b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -65870,7 +65870,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cc176a7a"
+                id="bc3f3303"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -65900,7 +65900,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cf25a1c6"
+                id="b50d4059"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -65930,7 +65930,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ea34329f"
+                id="ff4de91f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -65960,7 +65960,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e5122498"
+                id="5cc97ecb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -65990,7 +65990,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a12ee52d"
+                id="73ec9098"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -66020,7 +66020,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4a22902f"
+                id="32360127"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -66050,7 +66050,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="381da9c3"
+                id="77cf0b7a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -66080,7 +66080,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="abd82ee3"
+                id="2d409f53"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -66110,7 +66110,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d3f72945"
+                id="e2422680"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -66140,7 +66140,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="96bf56a5"
+                id="e3b1809a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -66170,7 +66170,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e5c3c708"
+                id="3f97e132"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -66200,7 +66200,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f4bfa3ed"
+                id="cdd42f02"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -66230,7 +66230,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5194f7f3"
+                id="868f1ca1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -66260,7 +66260,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="20109321"
+                id="34481c60"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -66290,7 +66290,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e3ba1e60"
+                id="6da194a7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -66320,7 +66320,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1ba50e18"
+                id="5ac96a6d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -66350,7 +66350,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9feaa030"
+                id="b036a182"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -66380,7 +66380,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="17531d1d"
+                id="91678665"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -66410,7 +66410,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="705e1fda"
+                id="6190fd5c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -66440,7 +66440,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5ff91da9"
+                id="89d31858"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -66470,7 +66470,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="31842663"
+                id="f931c018"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -66500,7 +66500,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="70f8e8f7"
+                id="a4f72733"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -66530,7 +66530,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a1e1ad25"
+                id="d1c5c2a3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -66560,7 +66560,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="09015ede"
+                id="9796637c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -66590,7 +66590,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="16e799f3"
+                id="3310fca3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -66620,7 +66620,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="597b6888"
+                id="a4d5d3b8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -66650,7 +66650,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="70f439e0"
+                id="264eef1f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -66680,7 +66680,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="091fe751"
+                id="b86023f9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -66710,7 +66710,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7048d632"
+                id="c4b016b7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -66740,7 +66740,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c5973a08"
+                id="d51be225"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -66770,7 +66770,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5c85739b"
+                id="51b681e7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -66800,7 +66800,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1b9dae5c"
+                id="3e8006ad"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -66830,7 +66830,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="379ece8e"
+                id="fbd9e890"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -66860,7 +66860,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cc81df5d"
+                id="f5039ab5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -66890,7 +66890,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2bee122b"
+                id="aafe5256"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -66920,7 +66920,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cd9ab18f"
+                id="1b1f1930"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -66950,7 +66950,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="694d106a"
+                id="a5efaecd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -66980,7 +66980,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ce8eb314"
+                id="5183ffc9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -67010,7 +67010,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b21e02db"
+                id="6e514034"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -67040,7 +67040,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="796183b8"
+                id="78a36885"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -67070,7 +67070,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fc0b7394"
+                id="dadd5188"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -67100,7 +67100,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ea129709"
+                id="5f289090"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -67130,7 +67130,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="23c9c74c"
+                id="ae8e501a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -67160,7 +67160,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a55215b5"
+                id="7ac424f1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -67190,7 +67190,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="356b6d6e"
+                id="136abb7f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -67220,7 +67220,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="80479255"
+                id="9e96353c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -67250,7 +67250,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9ade76a8"
+                id="2abc52e3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -67280,7 +67280,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f9dccde8"
+                id="f07cfc0f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -67310,7 +67310,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="480237a8"
+                id="8ab08a75"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -67340,7 +67340,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cfadd6a3"
+                id="e17debba"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -67370,7 +67370,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3b8485f1"
+                id="6c31fd70"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -67400,7 +67400,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cc1fdfdd"
+                id="d92c8246"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -67430,7 +67430,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7ed906f0"
+                id="0bbe18a7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -67460,7 +67460,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5d22ad6f"
+                id="b250f618"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -67490,7 +67490,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3fa6a41f"
+                id="a0c3f21b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -67520,7 +67520,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c283217d"
+                id="e288a94c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -67550,7 +67550,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="09f58413"
+                id="33716d65"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -67580,7 +67580,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="951d907f"
+                id="ff71b191"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -67610,7 +67610,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8fc10a79"
+                id="f1445529"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -67640,7 +67640,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="af359585"
+                id="9a1a00ed"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -67670,7 +67670,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5585d5d8"
+                id="b1714313"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -67700,7 +67700,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b839c009"
+                id="9a926029"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -67730,7 +67730,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="80a75089"
+                id="81f2504c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -67760,7 +67760,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e32275ef"
+                id="ce3f8346"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -67790,7 +67790,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5ce18c85"
+                id="9ec76050"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -67820,7 +67820,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="15f87e31"
+                id="874f5246"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -67850,7 +67850,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="55654079"
+                id="bba7e4bd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -67880,7 +67880,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7e268f62"
+                id="47bfa59b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -67910,7 +67910,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6d9958d7"
+                id="d03fa22d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -67940,7 +67940,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2549f5b3"
+                id="59e85b64"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -67970,7 +67970,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="35cbd60f"
+                id="b208f513"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -68000,7 +68000,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f3d390fb"
+                id="335eda10"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -68030,7 +68030,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="81d56984"
+                id="8344d7c2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -68060,7 +68060,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a6f3b0a0"
+                id="d96dafba"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -68090,7 +68090,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e8833e5d"
+                id="91d0b540"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -68120,7 +68120,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0c15deff"
+                id="4742a5aa"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -68150,7 +68150,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0ed273e0"
+                id="9380f39f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -68180,7 +68180,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1e08ddab"
+                id="d6eac61b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -68210,7 +68210,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c6b5b836"
+                id="61bd0b0f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -68240,7 +68240,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c5e5eba9"
+                id="154c06d2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -68270,7 +68270,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="27f70c72"
+                id="06fe7f0c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -68300,7 +68300,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="31fc142e"
+                id="3a09952a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -68330,7 +68330,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="819dfc26"
+                id="0ba4b8d3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -68360,7 +68360,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="481be49a"
+                id="fd16f019"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -68390,7 +68390,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a55ce6a8"
+                id="a0e257f3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -68420,7 +68420,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6fd03b85"
+                id="46976556"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -68450,7 +68450,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="15c4499d"
+                id="cfcf1934"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -68480,7 +68480,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3ddb7cee"
+                id="9082262d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -68510,7 +68510,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1b81082a"
+                id="80374e18"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -68540,7 +68540,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="60239bb3"
+                id="872313bd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -68570,7 +68570,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b8b88e5e"
+                id="7f12d2b7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -68600,7 +68600,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="080f63ff"
+                id="7e6b81c9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -68630,7 +68630,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f2089ea9"
+                id="2ee59605"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -68660,7 +68660,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cd3d157c"
+                id="a116bd69"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -68690,7 +68690,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="debf493c"
+                id="f8abb0c6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -68720,7 +68720,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="06214c33"
+                id="9022d042"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -68750,7 +68750,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cf5b9906"
+                id="c2734e00"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -68780,7 +68780,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4b793b4d"
+                id="94e05ffa"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -68810,7 +68810,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b1259444"
+                id="9d26df28"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -68840,7 +68840,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="26558237"
+                id="76add7b8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -68870,7 +68870,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6f589272"
+                id="5bcd3458"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -68900,7 +68900,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="638579a3"
+                id="af77fe65"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -68930,7 +68930,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8709fd39"
+                id="9be8e3a9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -68960,7 +68960,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ce1dbd86"
+                id="0f90430c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -68990,7 +68990,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9fe6415e"
+                id="1b526826"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -69020,7 +69020,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="18bae750"
+                id="12a1269f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -69050,7 +69050,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ab06c21c"
+                id="0fee0c2c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -69080,7 +69080,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="52130df7"
+                id="96d95d5e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -69110,7 +69110,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c3c2a153"
+                id="01256648"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -69140,7 +69140,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7ca1235e"
+                id="378145ed"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -69174,7 +69174,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="002e30d4"
+                id="35ffb05c"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -69202,7 +69202,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9b865012"
+                id="12958fde"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -69232,7 +69232,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1b3453ee"
+                id="b2f88c04"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -69262,7 +69262,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0bd345bf"
+                id="6567cf99"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -69292,7 +69292,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="eec830e3"
+                id="62504b8f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -69322,7 +69322,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="30995929"
+                id="1497183c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -69352,7 +69352,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cf7fcd1b"
+                id="914f0eef"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -69382,7 +69382,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5252eaba"
+                id="a5893edd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -69412,7 +69412,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6ff3b188"
+                id="1dbe3c95"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -69442,7 +69442,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0ba02c0a"
+                id="6ecd9a08"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -69472,7 +69472,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3f23b756"
+                id="eaec79f9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -69502,7 +69502,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fe11ca32"
+                id="59baa222"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -69532,7 +69532,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c0003f39"
+                id="b70d83ad"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -69562,7 +69562,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8dfff8b6"
+                id="3b75a885"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -69592,7 +69592,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fc207f55"
+                id="0e82cd59"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -69622,7 +69622,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c70d0e05"
+                id="0aa96d02"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -69652,7 +69652,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="81ac06f1"
+                id="569cf55d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -69682,7 +69682,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8aa94551"
+                id="a58c2525"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -69712,7 +69712,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c0d7b4c9"
+                id="97f82b5f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -69742,7 +69742,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7181171d"
+                id="a601a4f8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -69772,7 +69772,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="81ca00b7"
+                id="7617a561"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -69802,7 +69802,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b4ae8685"
+                id="8f6151c7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -69832,7 +69832,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="69184aaa"
+                id="701abf07"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -69862,7 +69862,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="27d97057"
+                id="d28142b6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -69892,7 +69892,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4765ecb4"
+                id="e6c3e329"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -69922,7 +69922,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f2ef0918"
+                id="7a6add00"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -69952,7 +69952,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="94c91829"
+                id="01a4c8f9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -69982,7 +69982,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d333f3ca"
+                id="6f8626bb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -70012,7 +70012,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f2d89aba"
+                id="1bcbd3b7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -70042,7 +70042,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5ed215cc"
+                id="17c602f9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -70072,7 +70072,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="db9cac09"
+                id="087c8b94"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -70102,7 +70102,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a46c4ed6"
+                id="b9dcf051"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -70132,7 +70132,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ae4e3296"
+                id="054e69b5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -70162,7 +70162,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="78e8bd5f"
+                id="8a5fe5ac"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -70192,7 +70192,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d850e815"
+                id="547b921f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -70222,7 +70222,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3b3ce2c3"
+                id="6c878012"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -70252,7 +70252,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d8d316ca"
+                id="c93188eb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -70282,7 +70282,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6701399f"
+                id="04d9ffcd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -70312,7 +70312,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="292a1a84"
+                id="6d0d606f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -70342,7 +70342,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bd40423b"
+                id="e7e84adc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -70372,7 +70372,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8fe2fae1"
+                id="61608c41"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -70402,7 +70402,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ac0014eb"
+                id="79e3246a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -70432,7 +70432,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ea4a0905"
+                id="b39e8e97"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -70462,7 +70462,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2f769f1a"
+                id="da2abe98"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -70492,7 +70492,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0124b1b7"
+                id="07f35708"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -70522,7 +70522,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="184f7497"
+                id="306b4b9d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -70552,7 +70552,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1239efc9"
+                id="dab10f8d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -70582,7 +70582,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4652ca20"
+                id="cf6bc51a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -70612,7 +70612,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="976cfbc6"
+                id="c944f3e1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -70642,7 +70642,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f009c856"
+                id="5ffd3fd7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -70672,7 +70672,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d0cdb97e"
+                id="f62c0226"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -70702,7 +70702,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="17d8e322"
+                id="9f6b28f8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -70732,7 +70732,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="01979433"
+                id="47445d1b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -70762,7 +70762,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4fea31ae"
+                id="f5585760"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -70792,7 +70792,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d5fd015d"
+                id="13e6cfd6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -70822,7 +70822,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8436f0aa"
+                id="9064a68a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -70852,7 +70852,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b050cb6f"
+                id="3700fb74"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -70882,7 +70882,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="28275b3d"
+                id="6ece0130"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -70912,7 +70912,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f21f4957"
+                id="bb2bff1c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -70942,7 +70942,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f4705ef1"
+                id="33ef8fb1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -70972,7 +70972,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="74411168"
+                id="1014111f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -71002,7 +71002,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1de5f4ba"
+                id="729313cb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -71032,7 +71032,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d8f9d010"
+                id="3d6b5e1e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -71062,7 +71062,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e5bd6017"
+                id="be14633c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -71092,7 +71092,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="18e34cb6"
+                id="d74176b8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -71122,7 +71122,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="06327d4f"
+                id="5f0df815"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -71152,7 +71152,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3aa33b10"
+                id="727e8e68"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -71182,7 +71182,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="40561bb6"
+                id="56cb302d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -71212,7 +71212,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8e1cc1f9"
+                id="a1b474c9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -71242,7 +71242,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d45d1ec8"
+                id="4c75cc36"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -71272,7 +71272,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0739b4a9"
+                id="6ab5e0ec"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -71302,7 +71302,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1b1aee36"
+                id="55ba2d26"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -71332,7 +71332,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="064033cd"
+                id="195bca6b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -71362,7 +71362,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cc80e56f"
+                id="93695b2c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -71392,7 +71392,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="546182d0"
+                id="0fd1243a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -71422,7 +71422,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="81bead2f"
+                id="59107b0e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -71452,7 +71452,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2fa03bde"
+                id="d33fb969"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -71482,7 +71482,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ffb33485"
+                id="7deabc9e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -71512,7 +71512,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c013b961"
+                id="68d71046"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -71542,7 +71542,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0b5a10df"
+                id="eefa4cb5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -71572,7 +71572,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7068a099"
+                id="721a65b4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -71602,7 +71602,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0e25060f"
+                id="25c63f57"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -71632,7 +71632,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="461040bb"
+                id="e379003a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -71662,7 +71662,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cbaab00e"
+                id="7643d179"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -71692,7 +71692,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="178673a1"
+                id="eb40a457"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -71722,7 +71722,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e6de5a06"
+                id="fae044cc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -71752,7 +71752,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4f6968bf"
+                id="c76a3c6c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -71782,7 +71782,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e01fecbf"
+                id="ee7ffa0e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -71812,7 +71812,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="48cd14db"
+                id="a1b2b2c4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -71842,7 +71842,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b13637d1"
+                id="70cdb2a4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -71872,7 +71872,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ebb7a050"
+                id="3fefd507"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -71902,7 +71902,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bd8e0c9f"
+                id="90b02293"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -71932,7 +71932,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="abbaa1e5"
+                id="9563ee96"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -71962,7 +71962,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ebc9fda0"
+                id="cc3f5c26"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -71992,7 +71992,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4f4ac4c2"
+                id="b3d331e3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -72022,7 +72022,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="366ed481"
+                id="ff3c71fb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -72052,7 +72052,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a0a430a5"
+                id="5e3b2b38"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -72082,7 +72082,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6ac8561d"
+                id="75f7918a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -72112,7 +72112,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a14e1bec"
+                id="c5f3a5d6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -72142,7 +72142,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="988c9161"
+                id="1eb2ecd1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -72172,7 +72172,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2a8b5e8f"
+                id="4d14f0b7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -72202,7 +72202,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="60ad33d2"
+                id="774e074c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -72232,7 +72232,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="42ad7f50"
+                id="bc34a5bd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -72262,7 +72262,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0a03c25b"
+                id="79dd22ce"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -72292,7 +72292,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9da34a65"
+                id="b36406c6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -72322,7 +72322,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b068576d"
+                id="2c825196"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -72352,7 +72352,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="eb6010f2"
+                id="1043492e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -72382,7 +72382,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4131991e"
+                id="bfb99952"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -72412,7 +72412,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4e383a76"
+                id="ebad2e2b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -72442,7 +72442,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="aa17ebbf"
+                id="fb505fb2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -72472,7 +72472,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="12a0c315"
+                id="f34d6756"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -72502,7 +72502,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8ee7e741"
+                id="48da32dd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -72532,7 +72532,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="93137ace"
+                id="cc85f84b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -72562,7 +72562,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ca73d67e"
+                id="3c75ab3d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -72592,7 +72592,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="442a4e67"
+                id="7571ce53"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -72622,7 +72622,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e3136cb7"
+                id="37d255fe"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -72652,7 +72652,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9af72446"
+                id="6662fb0b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -72682,7 +72682,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0136451a"
+                id="6ee98dd8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -72712,7 +72712,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ad4b7dfa"
+                id="036f6d47"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -72742,7 +72742,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4a1e9ebb"
+                id="949c28ca"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -72772,7 +72772,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a2c3e30c"
+                id="0f900a97"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -72802,7 +72802,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f40c1249"
+                id="e80776d9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -72832,7 +72832,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a7e6ab39"
+                id="1cb00d58"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -72862,7 +72862,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0df13c87"
+                id="62a37381"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -72892,7 +72892,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1165199a"
+                id="d522e5cf"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -72922,7 +72922,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="629ec9de"
+                id="f7402f15"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -72952,7 +72952,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c50d2f6b"
+                id="8c49c51b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -72982,7 +72982,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b41af8b3"
+                id="79c27d85"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -73012,7 +73012,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9212abf7"
+                id="20107d3a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -73042,7 +73042,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="74ec3128"
+                id="7da6bb90"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -73072,7 +73072,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8abd1256"
+                id="f21492c1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -73102,7 +73102,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6acaa391"
+                id="364405fc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -73132,7 +73132,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a85c3223"
+                id="57364294"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -73162,7 +73162,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7622aad8"
+                id="9bdb1ba7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -73192,7 +73192,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bef56bab"
+                id="12f19683"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -73222,7 +73222,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cd8b5757"
+                id="b41c667b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -73252,7 +73252,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="aa5fa828"
+                id="a0199566"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -73282,7 +73282,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6bc827e7"
+                id="c2e72067"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -73312,7 +73312,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="49cb27e1"
+                id="84be8ba7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -73342,7 +73342,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2ce9a8b3"
+                id="0e19a27a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -73372,7 +73372,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e5f61fbd"
+                id="3f81f220"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -73402,7 +73402,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ee9d917f"
+                id="9bd6978d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -73432,7 +73432,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7066b983"
+                id="7a8ca21f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -73462,7 +73462,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f5d96803"
+                id="c1483202"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -73492,7 +73492,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4bdde866"
+                id="aedc263b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -73522,7 +73522,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b83fff2d"
+                id="08e2b97d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -73556,7 +73556,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="ef2fe025"
+                id="3bd0e001"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -73584,7 +73584,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cd8752d9"
+                id="968e8fe0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -73614,7 +73614,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="acc93c97"
+                id="68a9a96f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -73644,7 +73644,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d32e0c83"
+                id="5ae3dd19"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -73674,7 +73674,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6d57734c"
+                id="db4a8404"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -73704,7 +73704,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3e811bb2"
+                id="b84bb6f7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -73734,7 +73734,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="096698f8"
+                id="df8967a4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -73764,7 +73764,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="728d0770"
+                id="71e23fc1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -73794,7 +73794,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2a70605b"
+                id="e5f769d4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -73824,7 +73824,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="701d7202"
+                id="af4de829"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -73854,7 +73854,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ad129800"
+                id="8d4d3a29"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -73884,7 +73884,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8773953c"
+                id="b448b081"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -73914,7 +73914,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="07064d37"
+                id="aa297091"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -73944,7 +73944,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c437e506"
+                id="571eae53"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -73974,7 +73974,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1e6d1390"
+                id="c7cefd8e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -74004,7 +74004,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7add642c"
+                id="b343c600"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -74034,7 +74034,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0da2db58"
+                id="9225f0ed"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -74064,7 +74064,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d9316dc1"
+                id="0ef97d62"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -74094,7 +74094,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d2c05e66"
+                id="0c15ff45"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -74124,7 +74124,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e3043182"
+                id="74794c42"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -74154,7 +74154,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a3201214"
+                id="5c1c6122"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -74184,7 +74184,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d6648393"
+                id="aa204770"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -74214,7 +74214,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="be2e7003"
+                id="600c11b8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -74244,7 +74244,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ab1dd320"
+                id="813d63de"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -74274,7 +74274,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fb532419"
+                id="22ee5568"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -74304,7 +74304,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="146897f3"
+                id="fb0bb1c6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -74334,7 +74334,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5fdd9b88"
+                id="1ff38e20"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -74364,7 +74364,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ea0c5f15"
+                id="9b4b74ec"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -74394,7 +74394,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1625fcd5"
+                id="2726a06a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -74424,7 +74424,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0215811d"
+                id="d39007ac"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -74454,7 +74454,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="727ad69b"
+                id="be9e4fdc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -74484,7 +74484,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="56e1e6a8"
+                id="5f8b67c4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -74514,7 +74514,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7a634917"
+                id="7c67418f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -74544,7 +74544,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c710de83"
+                id="71dfc00b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -74574,7 +74574,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="32196fd5"
+                id="244b466b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -74604,7 +74604,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="745315e6"
+                id="4b971473"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -74634,7 +74634,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="56423c3c"
+                id="dbf29352"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -74664,7 +74664,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d00dedd4"
+                id="b06db3eb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -74694,7 +74694,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="63b2f5fd"
+                id="77651f22"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -74724,7 +74724,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d07c8e31"
+                id="daeddef0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -74754,7 +74754,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="972dba7d"
+                id="fb52679f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -74784,7 +74784,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="20ea1c99"
+                id="3f4c83d9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -74814,7 +74814,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d8166bde"
+                id="281beeef"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -74844,7 +74844,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ab5c7ef8"
+                id="b29f3e4d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -74874,7 +74874,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3ef8b51b"
+                id="299b4f54"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -74904,7 +74904,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0ac7b612"
+                id="b4f5991e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -74934,7 +74934,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c9ebd25a"
+                id="8789de9f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -74964,7 +74964,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="786b9530"
+                id="98ab33e5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -74994,7 +74994,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f57a5056"
+                id="f1cfa527"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -75024,7 +75024,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="401c3825"
+                id="8942720b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -75054,7 +75054,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e0f899af"
+                id="e215e9ca"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -75084,7 +75084,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c7167923"
+                id="13f0d25d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -75114,7 +75114,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c4a5ecc2"
+                id="02d9ceb1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -75144,7 +75144,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f95a9f70"
+                id="7a7bf15c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -75174,7 +75174,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="11a2409b"
+                id="14c21fd4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -75204,7 +75204,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3c0fbf7e"
+                id="3da6b13c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -75234,7 +75234,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a094ef90"
+                id="d4455a52"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -75264,7 +75264,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bf355a10"
+                id="60e1d911"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -75294,7 +75294,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8d8b4019"
+                id="a488932c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -75324,7 +75324,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9eb4491b"
+                id="a3dc869c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -75354,7 +75354,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5b8e8bad"
+                id="ceacf866"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -75384,7 +75384,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c135f6f6"
+                id="1b207208"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -75414,7 +75414,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="403a3399"
+                id="393dd72d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -75444,7 +75444,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="dc31b765"
+                id="0f596842"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -75474,7 +75474,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c472b26b"
+                id="72e56e35"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -75504,7 +75504,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0eeeed80"
+                id="7246b6dd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -75534,7 +75534,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="01b4d5bc"
+                id="431d2adc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -75564,7 +75564,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e7bf9f34"
+                id="9ac9f0c8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -75594,7 +75594,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e4c02267"
+                id="276a3fc5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -75624,7 +75624,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8d806da6"
+                id="4ace6c32"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -75654,7 +75654,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0645d375"
+                id="9d1e4b05"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -75684,7 +75684,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bba89aa7"
+                id="607eeb28"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -75714,7 +75714,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="aaf19551"
+                id="e3603b77"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -75744,7 +75744,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7cd36832"
+                id="f1d13124"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -75774,7 +75774,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="40dfc60a"
+                id="dee86bbe"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -75804,7 +75804,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="16c26679"
+                id="c4038b3a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -75834,7 +75834,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="95cf1f39"
+                id="0c1ee9b7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -75864,7 +75864,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7637f2d6"
+                id="08549385"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -75894,7 +75894,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="61d78c5f"
+                id="1273fa27"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -75924,7 +75924,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6eeaff98"
+                id="8119ac0f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -75954,7 +75954,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d4c7cefc"
+                id="619d9d99"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -75984,7 +75984,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="96a4833b"
+                id="8bc0adf3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -76014,7 +76014,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ac091563"
+                id="30333643"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -76044,7 +76044,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d152b555"
+                id="dc304ac2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -76074,7 +76074,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a70d6ccf"
+                id="7b4edaae"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -76104,7 +76104,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b6149857"
+                id="2596df12"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -76134,7 +76134,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="57387279"
+                id="a25d3370"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -76164,7 +76164,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="134c3ff4"
+                id="d9d5868c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -76194,7 +76194,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ad2c4135"
+                id="bb4fb243"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -76224,7 +76224,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f137a232"
+                id="75e4d6bd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -76254,7 +76254,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fc4292aa"
+                id="9bd30ef3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -76284,7 +76284,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ff915cce"
+                id="1dfe3aeb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -76314,7 +76314,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="29642a87"
+                id="a6b2334c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -76344,7 +76344,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5a1e0c4f"
+                id="badd6760"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -76374,7 +76374,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="16f98f38"
+                id="6893ecd5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -76404,7 +76404,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6c9d743a"
+                id="394e36f7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -76434,7 +76434,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1b2ab7f2"
+                id="29b01599"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -76464,7 +76464,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="245310e8"
+                id="c0352034"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -76494,7 +76494,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3d1f2f09"
+                id="181916c2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -76524,7 +76524,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fb4781d0"
+                id="6220ffbe"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -76554,7 +76554,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1b7ef4f1"
+                id="b7a1f2d0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -76584,7 +76584,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="53644006"
+                id="0e5cb07f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -76614,7 +76614,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="09ca2d1a"
+                id="b96aaf8a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -76644,7 +76644,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="efe010a6"
+                id="87d479ed"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -76674,7 +76674,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9eda9902"
+                id="d9dbd88f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -76704,7 +76704,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="976e0c6a"
+                id="8ac9e347"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -76734,7 +76734,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5714f100"
+                id="91d36b71"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -76764,7 +76764,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2c4721c7"
+                id="baf226ac"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -76794,7 +76794,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d758885c"
+                id="b0c8fd49"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -76824,7 +76824,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e93f3a2f"
+                id="e2042af8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -76854,7 +76854,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8f8d1181"
+                id="c861b8e3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -76884,7 +76884,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8919f33f"
+                id="55e928bc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -76914,7 +76914,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="db5be02a"
+                id="2c7aa0d7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -76944,7 +76944,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5b309bc6"
+                id="51e75383"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -76974,7 +76974,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="de3f2b59"
+                id="4cf138c2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -77004,7 +77004,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="19d065b6"
+                id="0ccc1d79"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -77034,7 +77034,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c5d612cd"
+                id="54a71990"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -77064,7 +77064,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ab39c38f"
+                id="33d3589b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -77094,7 +77094,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a6e14de5"
+                id="775228f8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -77124,7 +77124,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9badd9ab"
+                id="b9775612"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -77154,7 +77154,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8cbf4305"
+                id="093b20ec"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -77184,7 +77184,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0c1f2772"
+                id="82636b88"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -77214,7 +77214,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f5c948c3"
+                id="c974c485"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -77244,7 +77244,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="914064a7"
+                id="82f5192d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -77274,7 +77274,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="42d63fb9"
+                id="852aa2eb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -77304,7 +77304,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9902e9b6"
+                id="2eec3960"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -77334,7 +77334,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8aee9632"
+                id="b646689b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -77364,7 +77364,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4191f1e9"
+                id="8eda6baf"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -77394,7 +77394,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f664e635"
+                id="7dc0a7ee"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -77424,7 +77424,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0819c835"
+                id="e96f3daf"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -77454,7 +77454,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="43ee68e7"
+                id="8194a4db"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -77484,7 +77484,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="12a6fec9"
+                id="dd640c07"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -77514,7 +77514,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3915721b"
+                id="1b43ca44"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -77544,7 +77544,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="88fa8901"
+                id="cb72c8ee"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -77574,7 +77574,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b7b9bd5f"
+                id="45e873c5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -77604,7 +77604,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6ea8c4c7"
+                id="97edc401"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -77634,7 +77634,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="61335163"
+                id="70ca9538"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -77664,7 +77664,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b1a9471f"
+                id="381ad0d6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -77694,7 +77694,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ffd75bd2"
+                id="b1da79cd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -77724,7 +77724,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="86d12678"
+                id="c6207177"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -77754,7 +77754,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8edc1ff0"
+                id="a088e164"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -77784,7 +77784,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9f950dac"
+                id="ed149a68"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -77814,7 +77814,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fe215194"
+                id="2d7dfb55"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -77844,7 +77844,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e971035c"
+                id="77319e75"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -77874,7 +77874,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3cae1725"
+                id="f650f6cd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -77904,7 +77904,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2b7bbada"
+                id="9c827e90"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -77938,7 +77938,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="8d13b132"
+                id="45beab9b"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -77966,7 +77966,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="346e2c16"
+                id="734b408e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -77996,7 +77996,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2dd3a580"
+                id="b42f373b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -78026,7 +78026,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8f5506ed"
+                id="ef26c78f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -78056,7 +78056,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="dbc7205a"
+                id="8d931325"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -78086,7 +78086,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="60f7c01b"
+                id="eb10a8a9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -78116,7 +78116,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8f890a09"
+                id="d0168b6b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -78146,7 +78146,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2876d96a"
+                id="f3def4d7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -78176,7 +78176,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="695c6317"
+                id="3c6d3d8c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -78206,7 +78206,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b46a17e3"
+                id="6e3eeaf0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -78236,7 +78236,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="41c06c3a"
+                id="2838bc1a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -78266,7 +78266,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7a246fd9"
+                id="2d284884"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -78296,7 +78296,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4b277f84"
+                id="7feef756"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -78326,7 +78326,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="315dba6b"
+                id="d2a1bcd4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -78356,7 +78356,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="03d36232"
+                id="ae4a9a39"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -78386,7 +78386,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d20a6a16"
+                id="6abfe794"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -78416,7 +78416,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b04ff226"
+                id="efaec0fb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -78446,7 +78446,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c4834565"
+                id="053fbd0d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -78476,7 +78476,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fa0d6f99"
+                id="ef4c9f7f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -78506,7 +78506,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8cd005f0"
+                id="9ae6a670"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -78536,7 +78536,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="abaf9a6d"
+                id="1e996d11"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -78566,7 +78566,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="246dd817"
+                id="14bc76b8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -78596,7 +78596,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5acb2706"
+                id="0ce2c71b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -78626,7 +78626,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3b59d18d"
+                id="120d194c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -78656,7 +78656,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9bab5d79"
+                id="97f21ce5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -78686,7 +78686,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5684747d"
+                id="a14a119f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -78716,7 +78716,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8cba2548"
+                id="3d5534e0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -78746,7 +78746,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a7a5f866"
+                id="4f756133"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -78776,7 +78776,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="33bc248d"
+                id="c7f02838"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -78806,7 +78806,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="acc351d2"
+                id="bd4a6d19"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -78836,7 +78836,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="69c9a009"
+                id="4b55ffb1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -78866,7 +78866,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8855eff5"
+                id="a2f4ddd9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -78896,7 +78896,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="08e9c62b"
+                id="8054a040"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -78926,7 +78926,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="929c53b0"
+                id="f014a217"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -78956,7 +78956,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="40a7c5d8"
+                id="ee7b8584"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -78986,7 +78986,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="29dd2559"
+                id="7f2b0e52"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -79016,7 +79016,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="dd64b385"
+                id="5d6a6e0c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -79046,7 +79046,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5211c0a5"
+                id="8fe4e5dd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -79076,7 +79076,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="21e9c357"
+                id="0dce351b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -79106,7 +79106,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6c0f3868"
+                id="868a1cad"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -79136,7 +79136,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="367c92c1"
+                id="45ac2397"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -79166,7 +79166,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ddada088"
+                id="171b5d57"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -79196,7 +79196,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4a344a18"
+                id="6133f800"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -79226,7 +79226,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="82c28382"
+                id="9f555368"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -79256,7 +79256,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="44433742"
+                id="31e64149"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -79286,7 +79286,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0734d5b0"
+                id="eb709bf4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -79316,7 +79316,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="95583f1a"
+                id="8d39f87f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -79346,7 +79346,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b5b386e8"
+                id="a86c4a51"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -79376,7 +79376,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="22993c80"
+                id="1a227f36"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -79406,7 +79406,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="dba6a9df"
+                id="7f835cdd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -79436,7 +79436,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="11d47e7e"
+                id="12decbf8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -79466,7 +79466,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d8612a59"
+                id="ed5ac4e9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -79496,7 +79496,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="49d5baa3"
+                id="30b19621"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -79526,7 +79526,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="263daa82"
+                id="6150a7d9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -79556,7 +79556,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f733d7c8"
+                id="dab65126"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -79586,7 +79586,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fa31583d"
+                id="12a4bbeb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -79616,7 +79616,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4c83c9cf"
+                id="1f14d175"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -79646,7 +79646,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a4158d48"
+                id="a6de254e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -79676,7 +79676,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="db4b1804"
+                id="c79a5d67"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -79706,7 +79706,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="67d44eb5"
+                id="1072a51e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -79736,7 +79736,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="619a2bd3"
+                id="934f4b17"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -79766,7 +79766,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="616e9ebc"
+                id="4ecd6cd0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -79796,7 +79796,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3b10f340"
+                id="63a6e49a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -79826,7 +79826,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a0bf4be8"
+                id="88e40db0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -79856,7 +79856,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fc394e7b"
+                id="5919eccc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -79886,7 +79886,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5cd8666b"
+                id="138cb109"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -79916,7 +79916,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="316219c9"
+                id="e044f749"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -79946,7 +79946,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="724ff73a"
+                id="a2643ceb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -79976,7 +79976,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c0eadecc"
+                id="8b67436b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -80006,7 +80006,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="665f0af9"
+                id="0c23dab7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -80036,7 +80036,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e01052f5"
+                id="5c6277fd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -80066,7 +80066,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="47c99c46"
+                id="20ec53f4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -80096,7 +80096,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c3d14895"
+                id="763aa743"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -80126,7 +80126,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5b6b92e9"
+                id="0426a0c3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -80156,7 +80156,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3a0355e9"
+                id="f426e95c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -80186,7 +80186,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="28bc76cc"
+                id="8bafadc2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -80216,7 +80216,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="06fb1386"
+                id="e39182ea"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -80246,7 +80246,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bfaf9159"
+                id="bd8188dc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -80276,7 +80276,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ae924af5"
+                id="de5306cc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -80306,7 +80306,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="77f9b506"
+                id="2f9debe9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -80336,7 +80336,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ebd1e037"
+                id="2138f3d2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -80366,7 +80366,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="939f9322"
+                id="63725521"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -80396,7 +80396,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b2985b73"
+                id="893355d7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -80426,7 +80426,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7d248490"
+                id="77addb68"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -80456,7 +80456,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="14300052"
+                id="704b541e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -80486,7 +80486,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8404f04a"
+                id="2003952c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -80516,7 +80516,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="29e45df4"
+                id="86e6bb62"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -80546,7 +80546,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="16580ac5"
+                id="7fbb5137"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -80576,7 +80576,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d28e8690"
+                id="234ff1b9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -80606,7 +80606,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7a15f90c"
+                id="1d088254"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -80636,7 +80636,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="03f76b49"
+                id="1c11107e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -80666,7 +80666,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="92582d43"
+                id="4364e618"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -80696,7 +80696,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="11283ee1"
+                id="6574084a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -80726,7 +80726,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5b65400d"
+                id="3d52efed"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -80756,7 +80756,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b47650cf"
+                id="fb7f918f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -80786,7 +80786,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fcd8d811"
+                id="8a0efe11"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -80816,7 +80816,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="760b1248"
+                id="75f81bca"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -80846,7 +80846,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="eb3e99f9"
+                id="70ad1328"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -80876,7 +80876,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="eb250521"
+                id="1fc9ffaf"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -80906,7 +80906,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6fed9349"
+                id="8724634c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -80936,7 +80936,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="45c8bdde"
+                id="25454e27"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -80966,7 +80966,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="390e4b6f"
+                id="eacf2b20"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -80996,7 +80996,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1d1a80f2"
+                id="88af5809"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -81026,7 +81026,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="edbfadfa"
+                id="358256f7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -81056,7 +81056,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="99afcd07"
+                id="40249dfb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -81086,7 +81086,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3a18ae17"
+                id="4225559a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -81116,7 +81116,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1daa777c"
+                id="2c064c7d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -81146,7 +81146,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="af68f30e"
+                id="b53cf949"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -81176,7 +81176,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="20c137f6"
+                id="47a3e66b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -81206,7 +81206,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f706f25e"
+                id="e089d5a7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -81236,7 +81236,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3b14c7c3"
+                id="94417aae"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -81266,7 +81266,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d53fcbd7"
+                id="8ef96a73"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -81296,7 +81296,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c572a1c9"
+                id="717ccf3b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -81326,7 +81326,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f4770425"
+                id="7691da51"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -81356,7 +81356,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="dedab159"
+                id="20eb2fda"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -81386,7 +81386,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="266a4c9a"
+                id="4c96ff34"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -81416,7 +81416,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e2f1dd12"
+                id="60c3c579"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -81446,7 +81446,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="061881de"
+                id="a336e01e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -81476,7 +81476,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5b2a0dc7"
+                id="ef1c6173"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -81506,7 +81506,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d8a53065"
+                id="d12f5463"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -81536,7 +81536,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8833791c"
+                id="0f3ca927"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -81566,7 +81566,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="dbb6c53d"
+                id="c92df376"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -81596,7 +81596,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="030ae38f"
+                id="2e9208e4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -81626,7 +81626,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="27f92766"
+                id="20c05706"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -81656,7 +81656,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8f368884"
+                id="75e8a6de"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -81686,7 +81686,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4b1ff9ee"
+                id="99649eb4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -81716,7 +81716,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a7fbe9f5"
+                id="76c7e222"
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                 data-role="dataframe-data"
@@ -81746,7 +81746,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3209bbf3"
+                id="aeb0eef1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -81776,7 +81776,7 @@ <h2>Please enable javascript</h2>
 
 
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-                id="3e805950"
+                id="755d3c99"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -81806,7 +81806,7 @@ <h2>Please enable javascript</h2>
 
 
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-                id="a5b82c38"
+                id="6a81a8c1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -81836,7 +81836,7 @@ <h2>Please enable javascript</h2>
 
 
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-                id="503e0290"
+                id="443691ec"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -81866,7 +81866,7 @@ <h2>Please enable javascript</h2>
 
 
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-                id="8aa3e8d3"
+                id="8a469fd6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -81896,7 +81896,7 @@ <h2>Please enable javascript</h2>
 
 
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-                id="cb128ae6"
+                id="9eceaab5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -81926,7 +81926,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="72e9ee10"
+                id="864a4798"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -81956,7 +81956,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b6f469e1"
+                id="97081382"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -81986,7 +81986,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8404b61b"
+                id="087268ff"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -82016,7 +82016,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1fd679d8"
+                id="40db3f79"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -82046,7 +82046,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e0b6014e"
+                id="169c31ed"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -82076,7 +82076,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0d5f2364"
+                id="b52095a6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -82106,7 +82106,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7c688fab"
+                id="dc416b7f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -82136,7 +82136,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="00f99bc5"
+                id="09456fd6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -82166,7 +82166,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a83a5764"
+                id="d2a9e1b2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -82196,7 +82196,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1912ead5"
+                id="529d6366"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -82226,7 +82226,7 @@ <h2>Please enable javascript</h2>
 
 
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-                id="12e75e0d"
+                id="96368909"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -82256,7 +82256,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0055b235"
+                id="7d58ddb9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -82286,7 +82286,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d59fd2c4"
+                id="5c7b71d7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
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@@ -231831,7 +231831,7 @@ <h3 class="margin-r-m">
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       <g>
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+       <use xlink:href="#mccbead6ca1" x="120.743182" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
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@@ -231841,7 +231841,7 @@ <h3 class="margin-r-m">
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       <g>
-       <use xlink:href="#m948632c616" x="164.379545" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mccbead6ca1" x="164.379545" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
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@@ -231853,12 +231853,12 @@ <h3 class="margin-r-m">
     <g id="ytick_1">
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       <defs>
-       <path id="mff1c70d8a5" d="M 0 0
+       <path id="m19bc1bc285" d="M 0 0
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       </defs>
       <g>
-       <use xlink:href="#mff1c70d8a5" x="26.925" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m19bc1bc285" x="26.925" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
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@@ -231868,7 +231868,7 @@ <h3 class="margin-r-m">
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       <g>
-       <use xlink:href="#mff1c70d8a5" x="26.925" y="48.72381" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m19bc1bc285" x="26.925" y="48.72381" style="stroke: #000000; stroke-width: 0.8"/>
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@@ -231878,7 +231878,7 @@ <h3 class="margin-r-m">
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       <g>
-       <use xlink:href="#mff1c70d8a5" x="26.925" y="18.247619" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m19bc1bc285" x="26.925" y="18.247619" style="stroke: #000000; stroke-width: 0.8"/>
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      <g id="text_7">
@@ -231899,7 +231899,7 @@ <h3 class="margin-r-m">
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+  <clipPath id="p9986dcc50c">
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@@ -231991,7 +231991,7 @@ <h3 class="margin-r-m">
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     <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
-    <dc:date>2024-12-11T19:21:13.039767</dc:date>
+    <dc:date>2024-12-11T19:31:46.868037</dc:date>
     <dc:format>image/svg+xml</dc:format>
     <dc:creator>
      <cc:Agent>
@@ -232020,7 +232020,7 @@ <h3 class="margin-r-m">
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 L 26.925 18.227009
 z
-" clip-path="url(#p25c3b97a12)" style="fill: #1f77b4"/>
+" clip-path="url(#p8cf4972963)" style="fill: #1f77b4"/>
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@@ -232028,7 +232028,7 @@ <h3 class="margin-r-m">
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 L 40.015912 86.798437
 z
-" clip-path="url(#p25c3b97a12)" style="fill: #1f77b4"/>
+" clip-path="url(#p8cf4972963)" style="fill: #1f77b4"/>
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    <g id="patch_4">
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@@ -232036,7 +232036,7 @@ <h3 class="margin-r-m">
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 L 53.106824 86.798437
 z
-" clip-path="url(#p25c3b97a12)" style="fill: #1f77b4"/>
+" clip-path="url(#p8cf4972963)" style="fill: #1f77b4"/>
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@@ -232044,7 +232044,7 @@ <h3 class="margin-r-m">
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 L 66.19772 86.798437
 z
-" clip-path="url(#p25c3b97a12)" style="fill: #1f77b4"/>
+" clip-path="url(#p8cf4972963)" style="fill: #1f77b4"/>
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    <g id="patch_6">
     <path d="M 79.288632 86.798437
@@ -232052,7 +232052,7 @@ <h3 class="margin-r-m">
 L 92.379544 86.798437
 L 79.288632 86.798437
 z
-" clip-path="url(#p25c3b97a12)" style="fill: #1f77b4"/>
+" clip-path="url(#p8cf4972963)" style="fill: #1f77b4"/>
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    <g id="patch_7">
     <path d="M 92.379544 86.798437
@@ -232060,7 +232060,7 @@ <h3 class="margin-r-m">
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 L 92.379544 86.798437
 z
-" clip-path="url(#p25c3b97a12)" style="fill: #1f77b4"/>
+" clip-path="url(#p8cf4972963)" style="fill: #1f77b4"/>
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    <g id="patch_8">
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@@ -232068,7 +232068,7 @@ <h3 class="margin-r-m">
 L 118.561368 86.798437
 L 105.470456 86.798437
 z
-" clip-path="url(#p25c3b97a12)" style="fill: #1f77b4"/>
+" clip-path="url(#p8cf4972963)" style="fill: #1f77b4"/>
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    <g id="patch_9">
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@@ -232076,7 +232076,7 @@ <h3 class="margin-r-m">
 L 131.652264 86.798437
 L 118.561368 86.798437
 z
-" clip-path="url(#p25c3b97a12)" style="fill: #1f77b4"/>
+" clip-path="url(#p8cf4972963)" style="fill: #1f77b4"/>
    </g>
    <g id="patch_10">
     <path d="M 131.652264 86.798437
@@ -232084,7 +232084,7 @@ <h3 class="margin-r-m">
 L 144.743192 86.798437
 L 131.652264 86.798437
 z
-" clip-path="url(#p25c3b97a12)" style="fill: #1f77b4"/>
+" clip-path="url(#p8cf4972963)" style="fill: #1f77b4"/>
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    <g id="patch_11">
     <path d="M 144.743192 86.798437
@@ -232092,25 +232092,25 @@ <h3 class="margin-r-m">
 L 157.834088 68.097139
 L 144.743192 68.097139
 z
-" clip-path="url(#p25c3b97a12)" style="fill: #1f77b4"/>
+" clip-path="url(#p8cf4972963)" style="fill: #1f77b4"/>
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    <g id="patch_12">
     <path d="M 157.834088 86.798437
 L 157.834088 84.720515
 L 170.925 84.720515
 L 170.925 86.798437
-" clip-path="url(#p25c3b97a12)" style="fill: #dd0000"/>
+" clip-path="url(#p8cf4972963)" style="fill: #dd0000"/>
    </g>
    <g id="matplotlib.axis_1">
     <g id="xtick_1">
      <g id="line2d_1">
       <defs>
-       <path id="m1306e3139a" d="M 0 0
+       <path id="mb10500a507" d="M 0 0
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       </defs>
       <g>
-       <use xlink:href="#m1306e3139a" x="26.925" y="86.798437" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mb10500a507" x="26.925" y="86.798437" style="stroke: #000000; stroke-width: 0.8"/>
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      <g id="text_1">
@@ -232120,7 +232120,7 @@ <h3 class="margin-r-m">
     <g id="xtick_2">
      <g id="line2d_2">
       <g>
-       <use xlink:href="#m1306e3139a" x="92.379544" y="86.798437" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mb10500a507" x="92.379544" y="86.798437" style="stroke: #000000; stroke-width: 0.8"/>
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@@ -232130,7 +232130,7 @@ <h3 class="margin-r-m">
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       <g>
-       <use xlink:href="#m1306e3139a" x="157.834088" y="86.798437" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mb10500a507" x="157.834088" y="86.798437" style="stroke: #000000; stroke-width: 0.8"/>
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      <g id="text_3">
@@ -232142,12 +232142,12 @@ <h3 class="margin-r-m">
     <g id="ytick_1">
      <g id="line2d_4">
       <defs>
-       <path id="m9ebd6dbbea" d="M 0 0
+       <path id="m146320272e" d="M 0 0
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       </defs>
       <g>
-       <use xlink:href="#m9ebd6dbbea" x="26.925" y="86.798437" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m146320272e" x="26.925" y="86.798437" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_4">
@@ -232157,7 +232157,7 @@ <h3 class="margin-r-m">
     <g id="ytick_2">
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       <g>
-       <use xlink:href="#m9ebd6dbbea" x="26.925" y="45.239996" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m146320272e" x="26.925" y="45.239996" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_5">
@@ -232168,7 +232168,7 @@ <h3 class="margin-r-m">
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     <path d="M 157.834088 86.798437
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-" clip-path="url(#p25c3b97a12)" style="fill: none; stroke-dasharray: 5.55,2.4; stroke-dashoffset: 0; stroke: #dd0000; stroke-width: 1.5"/>
+" clip-path="url(#p8cf4972963)" style="fill: none; stroke-dasharray: 5.55,2.4; stroke-dashoffset: 0; stroke: #dd0000; stroke-width: 1.5"/>
    </g>
    <g id="patch_13">
     <path d="M 26.925 86.798437
@@ -232186,7 +232186,7 @@ <h3 class="margin-r-m">
   </g>
  </g>
  <defs>
-  <clipPath id="p25c3b97a12">
+  <clipPath id="p8cf4972963">
    <rect x="26.925" y="14.798437" width="144" height="72"/>
   </clipPath>
  </defs>
@@ -232233,8 +232233,8 @@ <h3 class="margin-r-m">
         <tbody>
 
             <tr>
-                <td class="ellided">Nbr_of_prod_purchas15</td>
-                <td class="ellided">Nbr_of_prod_purchas16</td>
+                <td class="ellided">cash_price21</td>
+                <td class="ellided">Nbr_of_prod_purchas23</td>
                 <td
 
                     class="critical">
@@ -232243,8 +232243,8 @@ <h3 class="margin-r-m">
             </tr>
 
             <tr>
-                <td class="ellided">Nbr_of_prod_purchas20</td>
-                <td class="ellided">Nbr_of_prod_purchas21</td>
+                <td class="ellided">model11</td>
+                <td class="ellided">Nbr_of_prod_purchas18</td>
                 <td
 
                     class="critical">
@@ -232253,8 +232253,8 @@ <h3 class="margin-r-m">
             </tr>
 
             <tr>
-                <td class="ellided">Nbr_of_prod_purchas20</td>
-                <td class="ellided">Nbr_of_prod_purchas22</td>
+                <td class="ellided">model12</td>
+                <td class="ellided">model22</td>
                 <td
 
                     class="critical">
@@ -232263,8 +232263,8 @@ <h3 class="margin-r-m">
             </tr>
 
             <tr>
-                <td class="ellided">Nbr_of_prod_purchas20</td>
-                <td class="ellided">Nbr_of_prod_purchas23</td>
+                <td class="ellided">cash_price22</td>
+                <td class="ellided">make15</td>
                 <td
 
                     class="critical">
@@ -232273,8 +232273,8 @@ <h3 class="margin-r-m">
             </tr>
 
             <tr>
-                <td class="ellided">Nbr_of_prod_purchas21</td>
-                <td class="ellided">Nbr_of_prod_purchas22</td>
+                <td class="ellided">model12</td>
+                <td class="ellided">model20</td>
                 <td
 
                     class="critical">
@@ -232283,8 +232283,8 @@ <h3 class="margin-r-m">
             </tr>
 
             <tr>
-                <td class="ellided">Nbr_of_prod_purchas21</td>
-                <td class="ellided">Nbr_of_prod_purchas23</td>
+                <td class="ellided">model12</td>
+                <td class="ellided">model19</td>
                 <td
 
                     class="critical">
@@ -232293,8 +232293,8 @@ <h3 class="margin-r-m">
             </tr>
 
             <tr>
-                <td class="ellided">Nbr_of_prod_purchas14</td>
-                <td class="ellided">Nbr_of_prod_purchas16</td>
+                <td class="ellided">model12</td>
+                <td class="ellided">model18</td>
                 <td
 
                     class="critical">
@@ -232303,8 +232303,8 @@ <h3 class="margin-r-m">
             </tr>
 
             <tr>
-                <td class="ellided">Nbr_of_prod_purchas22</td>
-                <td class="ellided">Nbr_of_prod_purchas23</td>
+                <td class="ellided">model12</td>
+                <td class="ellided">model17</td>
                 <td
 
                     class="critical">
@@ -232313,8 +232313,8 @@ <h3 class="margin-r-m">
             </tr>
 
             <tr>
-                <td class="ellided">make22</td>
-                <td class="ellided">Nbr_of_prod_purchas23</td>
+                <td class="ellided">model12</td>
+                <td class="ellided">model16</td>
                 <td
 
                     class="critical">
@@ -232323,8 +232323,8 @@ <h3 class="margin-r-m">
             </tr>
 
             <tr>
-                <td class="ellided">make22</td>
-                <td class="ellided">Nbr_of_prod_purchas22</td>
+                <td class="ellided">model12</td>
+                <td class="ellided">model15</td>
                 <td
 
                     class="critical">
@@ -232333,8 +232333,8 @@ <h3 class="margin-r-m">
             </tr>
 
             <tr>
-                <td class="ellided">make22</td>
-                <td class="ellided">Nbr_of_prod_purchas21</td>
+                <td class="ellided">cash_price22</td>
+                <td class="ellided">cash_price23</td>
                 <td
 
                     class="critical">
@@ -232343,8 +232343,8 @@ <h3 class="margin-r-m">
             </tr>
 
             <tr>
-                <td class="ellided">make22</td>
-                <td class="ellided">Nbr_of_prod_purchas20</td>
+                <td class="ellided">cash_price22</td>
+                <td class="ellided">make23</td>
                 <td
 
                     class="critical">
@@ -232353,8 +232353,8 @@ <h3 class="margin-r-m">
             </tr>
 
             <tr>
+                <td class="ellided">cash_price22</td>
                 <td class="ellided">make22</td>
-                <td class="ellided">goods_code13</td>
                 <td
 
                     class="critical">
@@ -232363,8 +232363,8 @@ <h3 class="margin-r-m">
             </tr>
 
             <tr>
-                <td class="ellided">model21</td>
-                <td class="ellided">goods_code19</td>
+                <td class="ellided">cash_price22</td>
+                <td class="ellided">make21</td>
                 <td
 
                     class="critical">
@@ -232373,8 +232373,8 @@ <h3 class="margin-r-m">
             </tr>
 
             <tr>
-                <td class="ellided">model21</td>
-                <td class="ellided">goods_code18</td>
+                <td class="ellided">cash_price22</td>
+                <td class="ellided">make20</td>
                 <td
 
                     class="critical">
@@ -232383,8 +232383,8 @@ <h3 class="margin-r-m">
             </tr>
 
             <tr>
-                <td class="ellided">model21</td>
-                <td class="ellided">goods_code17</td>
+                <td class="ellided">cash_price22</td>
+                <td class="ellided">make19</td>
                 <td
 
                     class="critical">
@@ -232393,8 +232393,8 @@ <h3 class="margin-r-m">
             </tr>
 
             <tr>
-                <td class="ellided">cash_price15</td>
-                <td class="ellided">Nbr_of_prod_purchas17</td>
+                <td class="ellided">cash_price21</td>
+                <td class="ellided">Nbr_of_prod_purchas22</td>
                 <td
 
                     class="critical">
@@ -232403,8 +232403,8 @@ <h3 class="margin-r-m">
             </tr>
 
             <tr>
-                <td class="ellided">model21</td>
-                <td class="ellided">goods_code16</td>
+                <td class="ellided">cash_price21</td>
+                <td class="ellided">Nbr_of_prod_purchas21</td>
                 <td
 
                     class="critical">
@@ -232413,8 +232413,8 @@ <h3 class="margin-r-m">
             </tr>
 
             <tr>
-                <td class="ellided">model21</td>
-                <td class="ellided">goods_code15</td>
+                <td class="ellided">cash_price21</td>
+                <td class="ellided">Nbr_of_prod_purchas20</td>
                 <td
 
                     class="critical">
@@ -232423,8 +232423,8 @@ <h3 class="margin-r-m">
             </tr>
 
             <tr>
-                <td class="ellided">model21</td>
-                <td class="ellided">goods_code14</td>
+                <td class="ellided">model12</td>
+                <td class="ellided">goods_code22</td>
                 <td
 
                     class="critical">
@@ -232454,7 +232454,7 @@ <h3 class="margin-r-m">
         </div>
     </template>
 
-    <skrub-table-report class="report" id="report_3e8971d1">
+    <skrub-table-report class="report" id="report_b9bb33c6">
     </skrub-table-report>
 
     <script type="module">
@@ -233485,7 +233485,7 @@ <h3 class="margin-r-m">
     </script>
 </div>
 
-<div id="report_3e8971d1-wrapper-fallback">
+<div id="report_b9bb33c6-wrapper-fallback">
     <h2>Please enable javascript</h2>
     <p>
         The skrub table reports need javascript to display correctly. If you are
@@ -233496,8 +233496,8 @@ <h2>Please enable javascript</h2>
 </div>
 
 <script>
- document.getElementById("report_3e8971d1-wrapper").removeAttribute("hidden");
- document.getElementById("report_3e8971d1-wrapper-fallback").setAttribute("hidden", "");
+ document.getElementById("report_b9bb33c6-wrapper").removeAttribute("hidden");
+ document.getElementById("report_b9bb33c6-wrapper-fallback").setAttribute("hidden", "");
 </script>
 </div>
 <br />
@@ -233554,8 +233554,8 @@ <h2>Please enable javascript</h2>
 </div>
 <div class="output_subarea output_html rendered_html output_result">
 
-<div id="report_f532eb04-wrapper" hidden>
-    <template id="report_f532eb04-template">
+<div id="report_6408f28e-wrapper" hidden>
+    <template id="report_6408f28e-template">
         <style>
          /*!
 Pure v3.0.0
@@ -234633,10 +234633,8 @@ <h2>Please enable javascript</h2>
             </div>
             <div>
                 <button type="button" data-target-panel-id="column-associations-panel"
-                    data-role="tab" class="tab"
-                    data-has-warning  data-test="associations-tab"
-                    title="Show which columns are similar (have a strong association).
-NOTE: some columns have very strong associations and may be redundant.">
+                    data-role="tab" class="tab"  data-test="associations-tab"
+                    title="Show which columns are similar (have a strong association).">
                     <div class="warning-sign">
                         <svg xmlns="http://www.w3.org/2000/svg" fill="currentColor" viewBox="0 0 16 16">
   <path d="M7.938 2.016A.13.13 0 0 1 8.002 2a.13.13 0 0 1 .063.016.15.15 0 0 1 .054.057l6.857 11.667c.036.06.035.124.002.183a.2.2 0 0 1-.054.06.1.1 0 0 1-.066.017H1.146a.1.1 0 0 1-.066-.017.2.2 0 0 1-.054-.06.18.18 0 0 1 .002-.183L7.884 2.073a.15.15 0 0 1 .054-.057m1.044-.45a1.13 1.13 0 0 0-1.96 0L.165 13.233c-.457.778.091 1.767.98 1.767h13.713c.889 0 1.438-.99.98-1.767z"/>
@@ -234648,7 +234646,7 @@ <h2>Please enable javascript</h2>
         </div>
         <div class="column-filter" data-manager="InvisibleInAssociationsTabPanel">
     <select data-manager="ColumnFilter"
-            data-all-filters-base64="eyJhbGwoKSI6IHsiZGlzcGxheV9uYW1lIjogIkFsbCBjb2x1bW5zIiwgImNvbHVtbnMiOiBbMCwgMSwgMiwgMywgNCwgNSwgNiwgNywgOCwgOSwgMTAsIDExLCAxMiwgMTMsIDE0LCAxNSwgMTYsIDE3LCAxOCwgMTksIDIwLCAyMSwgMjIsIDIzLCAyNCwgMjUsIDI2LCAyNywgMjgsIDI5LCAzMCwgMzEsIDMyLCAzMywgMzQsIDM1LCAzNiwgMzcsIDM4LCAzOSwgNDAsIDQxLCA0MiwgNDMsIDQ0LCA0NSwgNDYsIDQ3LCA0OCwgNDksIDUwLCA1MSwgNTIsIDUzLCA1NCwgNTUsIDU2LCA1NywgNTgsIDU5LCA2MCwgNjEsIDYyLCA2MywgNjRdfSwgImZpcnN0XzEwIjogeyJkaXNwbGF5X25hbWUiOiAiRmlyc3QgMTAiLCAiY29sdW1ucyI6IFswLCAxLCAyLCAzLCA0LCA1LCA2LCA3LCA4LCA5XX0sICJoaWdoX2Fzc29jaWF0aW9uIjogeyJjb2x1bW5zIjogWzQ4LCAzNl0sICJkaXNwbGF5X25hbWUiOiAiSGlnaCBzaW1pbGFyaXR5In0sICJoYXNfbnVsbHMoKSI6IHsiZGlzcGxheV9uYW1lIjogIldpdGggbnVsbHMiLCAiY29sdW1ucyI6IFtdfSwgIih+aGFzX251bGxzKCkpIjogeyJkaXNwbGF5X25hbWUiOiAiV2l0aG91dCBudWxscyIsICJjb2x1bW5zIjogWzAsIDEsIDIsIDMsIDQsIDUsIDYsIDcsIDgsIDksIDEwLCAxMSwgMTIsIDEzLCAxNCwgMTUsIDE2LCAxNywgMTgsIDE5LCAyMCwgMjEsIDIyLCAyMywgMjQsIDI1LCAyNiwgMjcsIDI4LCAyOSwgMzAsIDMxLCAzMiwgMzMsIDM0LCAzNSwgMzYsIDM3LCAzOCwgMzksIDQwLCA0MSwgNDIsIDQzLCA0NCwgNDUsIDQ2LCA0NywgNDgsIDQ5LCA1MCwgNTEsIDUyLCA1MywgNTQsIDU1LCA1NiwgNTcsIDU4LCA1OSwgNjAsIDYxLCA2MiwgNjMsIDY0XX0sICJudW1lcmljKCkiOiB7ImRpc3BsYXlfbmFtZSI6ICJOdW1lcmljIiwgImNvbHVtbnMiOiBbMCwgMSwgMiwgMywgNCwgNSwgNiwgNywgOCwgOSwgMTAsIDExLCAxMiwgMTMsIDE0LCAxNSwgMTYsIDE3LCAxOCwgMTksIDIwLCAyMSwgMjIsIDIzLCAyNCwgMjUsIDI2LCAyNywgMjgsIDI5LCAzMCwgMzEsIDMyLCAzMywgMzQsIDM1LCAzNiwgMzcsIDM4LCAzOSwgNDAsIDQxLCA0MiwgNDMsIDQ0LCA0NSwgNDYsIDQ3LCA0OCwgNDksIDUwLCA1MSwgNTIsIDUzLCA1NCwgNTUsIDU2LCA1NywgNTgsIDU5LCA2MCwgNjEsIDYyLCA2MywgNjRdfSwgIih+bnVtZXJpYygpKSI6IHsiZGlzcGxheV9uYW1lIjogIk5vbi1udW1lcmljIiwgImNvbHVtbnMiOiBbXX0sICJzdHJpbmcoKSI6IHsiZGlzcGxheV9uYW1lIjogIlN0cmluZyIsICJjb2x1bW5zIjogW119LCAiKH5zdHJpbmcoKSkiOiB7ImRpc3BsYXlfbmFtZSI6ICJOb24tc3RyaW5nIiwgImNvbHVtbnMiOiBbMCwgMSwgMiwgMywgNCwgNSwgNiwgNywgOCwgOSwgMTAsIDExLCAxMiwgMTMsIDE0LCAxNSwgMTYsIDE3LCAxOCwgMTksIDIwLCAyMSwgMjIsIDIzLCAyNCwgMjUsIDI2LCAyNywgMjgsIDI5LCAzMCwgMzEsIDMyLCAzMywgMzQsIDM1LCAzNiwgMzcsIDM4LCAzOSwgNDAsIDQxLCA0MiwgNDMsIDQ0LCA0NSwgNDYsIDQ3LCA0OCwgNDksIDUwLCA1MSwgNTIsIDUzLCA1NCwgNTUsIDU2LCA1NywgNTgsIDU5LCA2MCwgNjEsIDYyLCA2MywgNjRdfSwgImNhdGVnb3JpY2FsKCkiOiB7ImRpc3BsYXlfbmFtZSI6ICJDYXRlZ29yaWNhbCIsICJjb2x1bW5zIjogW119LCAiKH5jYXRlZ29yaWNhbCgpKSI6IHsiZGlzcGxheV9uYW1lIjogIk5vbi1jYXRlZ29yaWNhbCIsICJjb2x1bW5zIjogWzAsIDEsIDIsIDMsIDQsIDUsIDYsIDcsIDgsIDksIDEwLCAxMSwgMTIsIDEzLCAxNCwgMTUsIDE2LCAxNywgMTgsIDE5LCAyMCwgMjEsIDIyLCAyMywgMjQsIDI1LCAyNiwgMjcsIDI4LCAyOSwgMzAsIDMxLCAzMiwgMzMsIDM0LCAzNSwgMzYsIDM3LCAzOCwgMzksIDQwLCA0MSwgNDIsIDQzLCA0NCwgNDUsIDQ2LCA0NywgNDgsIDQ5LCA1MCwgNTEsIDUyLCA1MywgNTQsIDU1LCA1NiwgNTcsIDU4LCA1OSwgNjAsIDYxLCA2MiwgNjMsIDY0XX0sICJhbnlfZGF0ZSgpIjogeyJkaXNwbGF5X25hbWUiOiAiRGF0ZXRpbWUiLCAiY29sdW1ucyI6IFtdfSwgIih+YW55X2RhdGUoKSkiOiB7ImRpc3BsYXlfbmFtZSI6ICJOb24tZGF0ZXRpbWUiLCAiY29sdW1ucyI6IFswLCAxLCAyLCAzLCA0LCA1LCA2LCA3LCA4LCA5LCAxMCwgMTEsIDEyLCAxMywgMTQsIDE1LCAxNiwgMTcsIDE4LCAxOSwgMjAsIDIxLCAyMiwgMjMsIDI0LCAyNSwgMjYsIDI3LCAyOCwgMjksIDMwLCAzMSwgMzIsIDMzLCAzNCwgMzUsIDM2LCAzNywgMzgsIDM5LCA0MCwgNDEsIDQyLCA0MywgNDQsIDQ1LCA0NiwgNDcsIDQ4LCA0OSwgNTAsIDUxLCA1MiwgNTMsIDU0LCA1NSwgNTYsIDU3LCA1OCwgNTksIDYwLCA2MSwgNjIsIDYzLCA2NF19fQ=="
+            data-all-filters-base64="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"
             data-test="column-filter-select"
             autocomplete="off">
         <optgroup label="Select columns to show:">
@@ -234759,7 +234757,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="a364edc9"
+                id="20d20ecf"
                 class="table-cell ellided-short "
 
                 data-role="padding"
@@ -234789,7 +234787,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="2c199337"
+                id="ade855cf"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -234823,7 +234821,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="8afdac61"
+                id="0aec64bc"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -234857,7 +234855,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="661f44c0"
+                id="9aa68125"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -234891,7 +234889,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="55065601"
+                id="dabb74c1"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -234925,7 +234923,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="a53c5754"
+                id="7b72f4d7"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -234959,7 +234957,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="808d55af"
+                id="061db4cd"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -234993,7 +234991,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="4f8493d3"
+                id="6788d2fb"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -235027,7 +235025,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="74d024b1"
+                id="841bdc59"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -235061,7 +235059,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="86f8df54"
+                id="b60b8847"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -235095,7 +235093,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="83353805"
+                id="4d0f1ea2"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -235129,7 +235127,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="e7dadef5"
+                id="d71b6590"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -235163,7 +235161,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="be66e238"
+                id="712646aa"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -235197,7 +235195,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="f4fad09b"
+                id="1b25ac0f"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -235231,7 +235229,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="a539e154"
+                id="11d6aa3a"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -235265,7 +235263,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="82c1b321"
+                id="cbb36d80"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -235299,7 +235297,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="c6f9b7b7"
+                id="c56d6c73"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -235333,7 +235331,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="af6a0c05"
+                id="8da04d81"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -235367,7 +235365,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="94f6696d"
+                id="fbfbd154"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -235401,7 +235399,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="eac0d3c9"
+                id="d2d935cd"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -235435,7 +235433,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="6edcaba4"
+                id="48ee4dea"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -235469,7 +235467,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="fc2036fe"
+                id="47e0600d"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -235503,7 +235501,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="ebb4c511"
+                id="b200a00f"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -235537,7 +235535,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="86fe7e6d"
+                id="bd3acb2d"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -235571,7 +235569,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="5f2dd31b"
+                id="cb5ec498"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -235605,7 +235603,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="9c366996"
+                id="8d9cf4c5"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -235639,7 +235637,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="7dbcb23e"
+                id="1eedb17a"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -235673,7 +235671,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="2fe4e5e0"
+                id="e5d25dd9"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -235707,7 +235705,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="ccc35b75"
+                id="9dc3fc91"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -235741,7 +235739,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="8d2bd5b6"
+                id="8be541f2"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -235775,7 +235773,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="e92ba7af"
+                id="9c6482c6"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -235809,7 +235807,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="4722d424"
+                id="c1667f2a"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -235843,7 +235841,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="9cc071df"
+                id="33dc7dd9"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -235877,7 +235875,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="191c1fdb"
+                id="d4ef0b53"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -235911,7 +235909,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="d90dbe2a"
+                id="1c23d9f7"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -235945,7 +235943,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="19306afb"
+                id="43769a30"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -235979,7 +235977,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="1e9b5541"
+                id="0ad9de78"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -236013,7 +236011,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="9b6681bc"
+                id="dd76175d"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -236047,7 +236045,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="dd3982db"
+                id="2db651a5"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -236081,7 +236079,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="5c7eb330"
+                id="26b204a9"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -236115,7 +236113,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="44487af4"
+                id="4de66910"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -236149,7 +236147,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="993b0dad"
+                id="0407d227"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -236183,7 +236181,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="482211d3"
+                id="9f4f58cf"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -236217,7 +236215,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="54955216"
+                id="1721073d"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -236251,7 +236249,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="3e1385cf"
+                id="59c1d695"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -236285,7 +236283,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="d0f4df16"
+                id="719ff3d0"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -236319,7 +236317,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="ac1453dd"
+                id="2fd60413"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -236353,7 +236351,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="34cf5ad2"
+                id="3d9db31c"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -236387,7 +236385,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="68eefabf"
+                id="b467191d"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -236421,7 +236419,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="9501c286"
+                id="5d39a079"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -236455,7 +236453,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="95181df3"
+                id="dcb8337d"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -236489,7 +236487,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="47b8cb48"
+                id="19f2006c"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -236523,7 +236521,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="bc70e74c"
+                id="8fa756c9"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -236557,7 +236555,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="0c1977b6"
+                id="2bef1c2f"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -236591,7 +236589,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="86de9828"
+                id="22133c18"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -236625,7 +236623,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="dc4dbe06"
+                id="68259bb3"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -236659,7 +236657,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="8aeb45a6"
+                id="85036501"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -236693,7 +236691,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="fbb3eb6e"
+                id="8a5b36aa"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -236727,7 +236725,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="8bceaded"
+                id="ab8d2707"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -236761,7 +236759,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="b8f1421e"
+                id="01dfd545"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -236795,7 +236793,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="26921770"
+                id="4c7f5104"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -236829,7 +236827,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="e2f16690"
+                id="98e5478c"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -236863,7 +236861,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="c756df94"
+                id="5353ae05"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -236897,7 +236895,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="6fb67d5d"
+                id="f65e3592"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -236931,7 +236929,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="ced28cf5"
+                id="7927ca3b"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -236965,7 +236963,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="0d0d4492"
+                id="09f7cfb0"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -237013,7 +237011,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="515588f2"
+                id="3b069b63"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -237041,7 +237039,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="04ac4347"
+                id="5f24de61"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -237071,7 +237069,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3e4ddb0f"
+                id="8cf79d13"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -237101,7 +237099,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="44f26389"
+                id="f9182eb6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -237131,7 +237129,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="acc0d109"
+                id="d2e13dac"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -237161,7 +237159,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="987a3db6"
+                id="4ea913df"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -237191,7 +237189,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2e4ab812"
+                id="b1f9420f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -237221,7 +237219,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cf53b515"
+                id="4e4e0c5c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -237251,7 +237249,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7c40c77d"
+                id="21bd3753"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -237281,7 +237279,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="64ee3a1c"
+                id="a1824663"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -237311,7 +237309,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e5c860c5"
+                id="bb32d60f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -237341,7 +237339,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3e741477"
+                id="2ed2487e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -237371,7 +237369,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fdab5193"
+                id="96a57146"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -237401,7 +237399,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3916e3c2"
+                id="4cd117d0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -237431,7 +237429,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cf3ef318"
+                id="1621a492"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -237461,7 +237459,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="905c13c3"
+                id="0d7ce418"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -237491,7 +237489,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6e21980c"
+                id="07705e2a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -237521,7 +237519,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6ce4e6ef"
+                id="a1b55689"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -237551,7 +237549,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="aab50ad1"
+                id="4c5d9076"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -237581,7 +237579,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="154407f1"
+                id="d77bdea6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -237611,7 +237609,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="079967cb"
+                id="65bd99c7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -237641,7 +237639,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6b0f2bc1"
+                id="9f6b090a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -237671,7 +237669,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="28d5cfbd"
+                id="1dbed188"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -237701,7 +237699,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="32789147"
+                id="6a0b830a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -237731,7 +237729,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="430573e2"
+                id="906dfc9f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -237761,7 +237759,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="033d6d20"
+                id="61cc68db"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -237791,7 +237789,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9f636507"
+                id="aae26fd7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -237821,7 +237819,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="86f485e0"
+                id="df6ee833"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -237851,7 +237849,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ba0fe7a7"
+                id="876c83e3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -237881,7 +237879,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="550d1390"
+                id="5f2489f2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -237911,7 +237909,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="dfb1070b"
+                id="7cd6c78a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -237941,7 +237939,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="199a2975"
+                id="40361130"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -237971,7 +237969,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4452de3d"
+                id="1552294a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -238001,7 +237999,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f5e4afb3"
+                id="562eaa1b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -238031,7 +238029,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="99ec3c00"
+                id="0bd3d68f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -238061,7 +238059,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7d49f467"
+                id="219a15ad"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -238091,7 +238089,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="de0ab80e"
+                id="8e30a725"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -238121,7 +238119,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="38ce24f9"
+                id="5c3d4962"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -238151,7 +238149,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="10f2fecb"
+                id="4b4f6246"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -238181,7 +238179,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2c70cf4f"
+                id="6f1a5ff3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -238211,7 +238209,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a884f733"
+                id="9903eba1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -238241,7 +238239,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c9ec5359"
+                id="54592a36"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -238271,7 +238269,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bfc9b11c"
+                id="5934d0e1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -238301,7 +238299,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="25776183"
+                id="9af18ad7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -238331,7 +238329,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c2882300"
+                id="f2a3e788"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -238361,7 +238359,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cbda9158"
+                id="9ce74a62"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -238391,7 +238389,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f1584a0f"
+                id="2b2c007a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -238421,7 +238419,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="379a5283"
+                id="492cca14"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -238451,7 +238449,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6f1f738a"
+                id="439d90ed"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -238481,7 +238479,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="256512c3"
+                id="3afc82e0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -238511,7 +238509,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1c31dc71"
+                id="b86412dd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -238541,7 +238539,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="16ed32a2"
+                id="d8ca98e4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -238571,7 +238569,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7363e456"
+                id="9b110311"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -238601,7 +238599,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a2eb5ed5"
+                id="94cccf23"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -238631,7 +238629,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c5521642"
+                id="ae02bad8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -238661,7 +238659,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="41c1bbb2"
+                id="6967cecd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -238691,7 +238689,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f4835b6e"
+                id="7002af0b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -238721,7 +238719,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f5c9ba67"
+                id="2f074460"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -238751,7 +238749,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c8b16d87"
+                id="214b27c0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -238781,7 +238779,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="459e6fdd"
+                id="b0c5e45f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -238811,7 +238809,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9c282a3f"
+                id="729bb13d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -238841,7 +238839,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2e43e9e5"
+                id="beed324a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -238871,7 +238869,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="723adfd5"
+                id="bd6f2291"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -238901,7 +238899,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ea5d52cb"
+                id="e02be642"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -238931,7 +238929,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="580ac9b6"
+                id="9eca7349"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -238961,7 +238959,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f5f5ba10"
+                id="813565ee"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -238995,7 +238993,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="a23ea33d"
+                id="04273099"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -239023,7 +239021,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d08232e4"
+                id="15bbe1c5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -239053,7 +239051,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="157ac690"
+                id="e0cdc1f2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -239083,7 +239081,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="05b4c541"
+                id="36216197"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -239113,7 +239111,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c0ec13b9"
+                id="317456ed"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -239143,7 +239141,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5f4fba6b"
+                id="00d5a49d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -239173,7 +239171,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8d83053c"
+                id="75180185"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -239203,7 +239201,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5fff4a45"
+                id="ecb7dbd9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -239233,7 +239231,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bc0d9a07"
+                id="13420cc9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -239263,7 +239261,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f128e6c2"
+                id="d57743ee"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -239293,7 +239291,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d936e610"
+                id="e3ccc441"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -239323,7 +239321,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0df919d3"
+                id="a8618572"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -239353,7 +239351,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4de74c16"
+                id="4b32da30"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -239383,7 +239381,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a5a8a727"
+                id="b47e6237"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -239413,7 +239411,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="263e0962"
+                id="6d1d1deb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -239443,7 +239441,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3fe853ae"
+                id="dd17ef92"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -239473,7 +239471,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8ba06e10"
+                id="cb3f8792"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -239503,7 +239501,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c32146fa"
+                id="476f813b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -239533,7 +239531,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="082aca4e"
+                id="f9508cfb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -239563,7 +239561,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5bc5c833"
+                id="42182467"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -239593,7 +239591,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="75d4cf6e"
+                id="39852c24"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -239623,7 +239621,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2f5c8f6a"
+                id="e3bf60da"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -239653,7 +239651,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5166c664"
+                id="9a246ce5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -239683,7 +239681,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4418968c"
+                id="437cde0c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -239713,7 +239711,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c5974638"
+                id="0c7e73ea"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -239743,7 +239741,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8eceaeec"
+                id="bacc838f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -239773,7 +239771,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8d216cf2"
+                id="d4436e92"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -239803,7 +239801,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9f7d56b8"
+                id="de10dbc9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -239833,7 +239831,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ab6e5944"
+                id="8d315324"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -239863,7 +239861,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1181a745"
+                id="4dc1bc60"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -239893,7 +239891,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c89ad93a"
+                id="d1e96a3b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -239923,7 +239921,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="28751ce5"
+                id="1e2689fa"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -239953,7 +239951,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="99d01d7f"
+                id="4cef11f6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -239983,7 +239981,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b3292868"
+                id="e4a0895d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -240013,7 +240011,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e6125747"
+                id="d4a06be7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -240043,7 +240041,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c8d461df"
+                id="1481f19b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -240073,7 +240071,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="71239664"
+                id="42dacb67"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -240103,7 +240101,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8a96f8ae"
+                id="0f1d686d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -240133,7 +240131,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="364f57e4"
+                id="c0b22796"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -240163,7 +240161,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a7f9b324"
+                id="c228de76"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -240193,7 +240191,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7c17c69a"
+                id="6f7c4c39"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -240223,7 +240221,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9ba1f330"
+                id="4eb016b8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -240253,7 +240251,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8cc28faa"
+                id="9b5e6a0c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -240283,7 +240281,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="616f1738"
+                id="3e6a5746"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -240313,7 +240311,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a322cdaa"
+                id="a78047f9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -240343,7 +240341,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2c1d3a58"
+                id="40ca69e4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -240373,7 +240371,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3a910bb2"
+                id="e75b84f6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -240403,7 +240401,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="00204e4f"
+                id="b8436e08"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -240433,7 +240431,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c464deb7"
+                id="f1e2a5cd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -240463,7 +240461,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8c8bf03d"
+                id="2149a520"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -240493,7 +240491,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7540d4e0"
+                id="e8820a5f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -240523,7 +240521,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="25ce8771"
+                id="cb61b339"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -240553,7 +240551,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f14a9b06"
+                id="81ed74f5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -240583,7 +240581,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9cbe9b88"
+                id="8da99da8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -240613,7 +240611,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2dce2179"
+                id="b5774b4d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -240643,7 +240641,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9cc0dea3"
+                id="5935c603"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -240673,7 +240671,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e8828473"
+                id="bcee9b23"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -240703,7 +240701,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="09ac3ce2"
+                id="339ecfd0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -240733,7 +240731,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bb4f4b30"
+                id="d4c3b2ee"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -240763,7 +240761,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bcf95171"
+                id="e4842499"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -240793,7 +240791,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="69530226"
+                id="7ef35669"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -240823,7 +240821,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="72e174fa"
+                id="d1567a94"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -240853,7 +240851,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="aaacb8f1"
+                id="bf4f55fc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -240883,7 +240881,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bd785502"
+                id="d6094d1b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -240913,7 +240911,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="31cdf2e0"
+                id="1337bcc0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -240943,7 +240941,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="11364e48"
+                id="079d2706"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -240977,7 +240975,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="2a7b07c1"
+                id="35a15387"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -241005,7 +241003,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="beb5ef26"
+                id="1da86768"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -241035,7 +241033,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3150699c"
+                id="04e0b4fe"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -241065,7 +241063,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="07ce164f"
+                id="54800b90"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -241095,7 +241093,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4467fb28"
+                id="18fb888d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -241125,7 +241123,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="46d9e440"
+                id="b22fa07e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -241155,7 +241153,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ff85e8f6"
+                id="90fdba79"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -241185,7 +241183,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e4f131d8"
+                id="9555b833"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -241215,7 +241213,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ff68391d"
+                id="57bd55f0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -241245,7 +241243,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="645ff853"
+                id="d5ac59b4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -241275,7 +241273,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3688077f"
+                id="6b5a4930"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -241305,7 +241303,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3ce3ded9"
+                id="67faeaa1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -241335,7 +241333,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="555d1ed3"
+                id="5a1e7d11"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -241365,7 +241363,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0f282484"
+                id="6a250d0a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -241395,7 +241393,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fbfa7819"
+                id="da23d3cd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -241425,7 +241423,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7d0d3cb9"
+                id="4c0d00b0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -241455,7 +241453,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a7afb31a"
+                id="785844d6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -241485,7 +241483,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="dcfbbc5a"
+                id="b64ac1bc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -241515,7 +241513,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="67427f59"
+                id="8c9e1807"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -241545,7 +241543,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b2af9e2f"
+                id="d295e5a8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -241575,7 +241573,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0c87a897"
+                id="68f21f9e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -241605,7 +241603,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3878fa2d"
+                id="8bfbc0c3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -241635,7 +241633,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e54a5b95"
+                id="831e0e0f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -241665,7 +241663,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a67a9505"
+                id="17f08309"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -241695,7 +241693,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="840d184f"
+                id="887a6991"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -241725,7 +241723,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1724cf2f"
+                id="1e365a2b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -241755,7 +241753,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c4ad8cda"
+                id="c7832e99"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -241785,7 +241783,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5174eab7"
+                id="a96862dd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -241815,7 +241813,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4172fadd"
+                id="6b6d2cc1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -241845,7 +241843,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="561d9e33"
+                id="ff60ed9b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -241875,7 +241873,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="14ae6157"
+                id="af4c9bcd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -241905,7 +241903,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3c83c106"
+                id="d6ccba6f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -241935,7 +241933,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2d1619bb"
+                id="945015ca"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -241965,7 +241963,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="dc7e8d3f"
+                id="86550394"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -241995,7 +241993,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c6b2762c"
+                id="95ae6b0e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -242025,7 +242023,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7c08972f"
+                id="dbcc8c25"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -242055,7 +242053,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2b898a7e"
+                id="9f2443f6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -242085,7 +242083,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b9d7a287"
+                id="d1136452"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -242115,7 +242113,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e467ae5a"
+                id="1588a26f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -242145,7 +242143,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f101fd38"
+                id="35f8ae4e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -242175,7 +242173,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ae70d52f"
+                id="2b81639b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -242205,7 +242203,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a47a3336"
+                id="9f3c40c4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -242235,7 +242233,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4d98f9b1"
+                id="74088061"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -242265,7 +242263,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4637fe9b"
+                id="469b102d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -242295,7 +242293,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="612462b6"
+                id="fa2c8aa8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -242325,7 +242323,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="310d0736"
+                id="6630b79f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -242355,7 +242353,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0c53327a"
+                id="6740e7f0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -242385,7 +242383,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="25064f84"
+                id="9cfb1e84"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -242415,7 +242413,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a55941fa"
+                id="da9ad0f3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -242445,7 +242443,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f9e5eb81"
+                id="a6e89e01"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -242475,7 +242473,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2f2695b7"
+                id="34485d10"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -242505,7 +242503,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e65a2c6a"
+                id="78343899"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -242535,7 +242533,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="095890ca"
+                id="b2236efe"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -242565,7 +242563,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2947f9cd"
+                id="beaa2ba3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -242595,7 +242593,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="563b1706"
+                id="9d28d4ba"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -242625,7 +242623,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5aed5d32"
+                id="8990c8b4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -242655,7 +242653,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ff92e205"
+                id="ecf3772f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -242685,7 +242683,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c9da8fe3"
+                id="4afe7e4c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -242715,7 +242713,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c3faef26"
+                id="1f3cc74f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -242745,7 +242743,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="28ddc656"
+                id="c12b03bc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -242775,7 +242773,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ea61507b"
+                id="dcb9c35b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -242805,7 +242803,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="00317d29"
+                id="6ad31286"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -242835,7 +242833,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="74a3c53b"
+                id="02561ee3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -242865,7 +242863,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2c62f419"
+                id="d1603b37"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -242895,7 +242893,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d1e1b1bb"
+                id="6827ea25"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -242925,7 +242923,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0b80e510"
+                id="9561d89b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -242959,7 +242957,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="908e3648"
+                id="54963be8"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -242987,7 +242985,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bdd778e1"
+                id="dfeceff6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -243017,7 +243015,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="617ec0fc"
+                id="9f1f4b33"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -243047,7 +243045,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5131f1e8"
+                id="31879c60"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -243077,7 +243075,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="96b8ebf0"
+                id="73224b88"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -243107,7 +243105,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a615562f"
+                id="ff1e9d26"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -243137,7 +243135,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3a23495b"
+                id="5f571ab0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -243167,7 +243165,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="dd78b752"
+                id="4d5dc39f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -243197,7 +243195,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6140213d"
+                id="c51f8d47"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -243227,7 +243225,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d99c2ed5"
+                id="2d6c71a7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -243257,7 +243255,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3e85f68a"
+                id="a7b11ed3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -243287,7 +243285,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0dcd769b"
+                id="a4c933a9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -243317,7 +243315,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2316b54b"
+                id="159f10cc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -243347,7 +243345,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="165e6d5e"
+                id="388f35f4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -243377,7 +243375,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="33bbf15d"
+                id="791a339d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -243407,7 +243405,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="93a28a9f"
+                id="89574f5f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -243437,7 +243435,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5195a173"
+                id="b914691d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -243467,7 +243465,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="92d86406"
+                id="6a980b8b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -243497,7 +243495,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="444abf66"
+                id="fe8a521f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -243527,7 +243525,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="94d65e0d"
+                id="12b06ced"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -243557,7 +243555,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bae24fbd"
+                id="67897555"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -243587,7 +243585,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="57d1a972"
+                id="384f7026"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -243617,7 +243615,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="90915a21"
+                id="b9869f8e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -243647,7 +243645,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c5a1ff94"
+                id="2ae1c8d5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -243677,7 +243675,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5510e182"
+                id="42b1bc56"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -243707,7 +243705,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="757fc3a3"
+                id="b562f4dd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -243737,7 +243735,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1603047a"
+                id="f90c656d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -243767,7 +243765,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a6428235"
+                id="7ff64b40"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -243797,7 +243795,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="32307498"
+                id="cfe7f7a1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -243827,7 +243825,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="891e2b98"
+                id="3dfaf4e0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -243857,7 +243855,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6b22e18f"
+                id="6e4260e5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -243887,7 +243885,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f7721db0"
+                id="46cb1ece"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -243917,7 +243915,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1179b3f0"
+                id="f5f4e908"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -243947,7 +243945,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d7486109"
+                id="41183ce2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -243977,7 +243975,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="53fdd13f"
+                id="13ea4079"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -244007,7 +244005,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c2c1e3b9"
+                id="e520356e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -244037,7 +244035,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="eb69053d"
+                id="616b176e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -244067,7 +244065,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b1fa1bae"
+                id="0568fd1b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -244097,7 +244095,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3dc1a769"
+                id="25260a03"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -244127,7 +244125,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e8bf3aa9"
+                id="4143d1e7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -244157,7 +244155,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2b67a795"
+                id="6246cfa3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -244187,7 +244185,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9c9555f4"
+                id="6a38e44b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -244217,7 +244215,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="763f182d"
+                id="27e05e74"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -244247,7 +244245,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e32b90f0"
+                id="891fd73d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -244277,7 +244275,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="dcb57cf8"
+                id="f5bc8fdb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -244307,7 +244305,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1c8f6f73"
+                id="a823acb4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -244337,7 +244335,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="143de621"
+                id="11be8aa2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -244367,7 +244365,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fa0bd20a"
+                id="96542fbd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -244397,7 +244395,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ba6e9db9"
+                id="ddce709b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -244427,7 +244425,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8e7d0856"
+                id="dc2785ee"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -244457,7 +244455,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3d61e49b"
+                id="f7209f3e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -244487,7 +244485,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9372cd8a"
+                id="9ade104f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -244517,7 +244515,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="77147a1d"
+                id="64e54753"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -244547,7 +244545,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d1680384"
+                id="6321faab"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -244577,7 +244575,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f6994da1"
+                id="a15a0056"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -244607,7 +244605,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d7448b5b"
+                id="cb437f0d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -244637,7 +244635,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e679c105"
+                id="a2ed27b3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -244667,7 +244665,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="74073b80"
+                id="0f2f96df"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -244697,7 +244695,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a063c531"
+                id="8e14573b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -244727,7 +244725,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="72a2e58b"
+                id="8319358b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -244757,7 +244755,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="34f75148"
+                id="cb874a0f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -244787,7 +244785,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="959d8aed"
+                id="8b56f470"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -244817,7 +244815,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c7b64536"
+                id="1d537b84"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -244847,7 +244845,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9fba9542"
+                id="0aa124ac"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -244877,7 +244875,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a1fc9cfe"
+                id="69e37553"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -244907,7 +244905,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b0001659"
+                id="8ab033ed"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -244941,7 +244939,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="e551be5f"
+                id="9b93ea0d"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -244969,7 +244967,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fb36dbf8"
+                id="1f10b788"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -244999,7 +244997,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8aa4c266"
+                id="65de38a8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -245029,7 +245027,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="99212914"
+                id="ce7fa939"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -245059,7 +245057,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="40e4c1ca"
+                id="76a22a00"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -245089,7 +245087,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="35cd97e9"
+                id="3588ef04"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -245119,7 +245117,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f93887dc"
+                id="22f727da"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -245149,7 +245147,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c932ef8f"
+                id="a73ed9e3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -245179,7 +245177,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b9caabb0"
+                id="0f34b6fa"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -245209,7 +245207,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="237fccf7"
+                id="2eb77f54"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -245239,7 +245237,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fd5e0f5b"
+                id="df18873e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -245269,7 +245267,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a55bab61"
+                id="76739c90"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -245299,7 +245297,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ac30624d"
+                id="fc545b9f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -245329,7 +245327,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="26cda996"
+                id="e50e55aa"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -245359,7 +245357,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e3296d55"
+                id="352c9fc2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -245389,7 +245387,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e67cac5a"
+                id="417a96a6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -245419,7 +245417,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="08aa7aba"
+                id="361e3c29"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -245449,7 +245447,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0b87f587"
+                id="2dec6dda"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -245479,7 +245477,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6dd3514e"
+                id="30fd1fd9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -245509,7 +245507,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b6ff4a8e"
+                id="aef73f49"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -245539,7 +245537,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="dc4c6018"
+                id="ee3deeb3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -245569,7 +245567,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5eb5b831"
+                id="dfb80608"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -245599,7 +245597,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8a4f318b"
+                id="8225ed91"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -245629,7 +245627,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f88fb4dc"
+                id="0ecc661c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -245659,7 +245657,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b00a19aa"
+                id="4d4c6388"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -245689,7 +245687,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f2f1ebcf"
+                id="9e24ca8f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -245719,7 +245717,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="52273a6b"
+                id="abfd2909"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -245749,7 +245747,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0ae49e8d"
+                id="90ee3381"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -245779,7 +245777,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8a31824e"
+                id="a1fb9b6a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -245809,7 +245807,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8d6f960b"
+                id="8a90a3a1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -245839,7 +245837,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5022b30a"
+                id="5e801d0d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -245869,7 +245867,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="41656f2d"
+                id="1daa37df"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -245899,7 +245897,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="541e3b98"
+                id="f8954e7d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -245929,7 +245927,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5f70ae50"
+                id="444e2bcb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -245959,7 +245957,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="492cc943"
+                id="ccb06817"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -245989,7 +245987,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5e8d8ad0"
+                id="35234b7a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -246019,7 +246017,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e0dab801"
+                id="bc2f9f17"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -246049,7 +246047,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="28c88a23"
+                id="f80670a7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -246079,7 +246077,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b1aab85c"
+                id="eaf1fe33"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -246109,7 +246107,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1ff84360"
+                id="2907c965"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -246139,7 +246137,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="26878cdd"
+                id="b6147156"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -246169,7 +246167,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9169ff53"
+                id="5561ab99"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -246199,7 +246197,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e0190782"
+                id="43821788"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -246229,7 +246227,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8a156ed8"
+                id="2c73632d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -246259,7 +246257,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e1766bf4"
+                id="cb8c992e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -246289,7 +246287,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="26989c33"
+                id="dd3d7733"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -246319,7 +246317,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="15616467"
+                id="b29bdde0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -246349,7 +246347,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9f665fef"
+                id="8dd110f9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -246379,7 +246377,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a6cffb8f"
+                id="e7330e2a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -246409,7 +246407,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6fd811d9"
+                id="153ea9c2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -246439,7 +246437,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="09b670af"
+                id="af99c465"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -246469,7 +246467,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a4b275c9"
+                id="fcf2d963"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -246499,7 +246497,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6a960b64"
+                id="1f1a7f6c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -246529,7 +246527,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="100d856c"
+                id="3d73a80a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -246559,7 +246557,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b153c610"
+                id="e2fc970a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -246589,7 +246587,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e25b7949"
+                id="6038e051"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -246619,7 +246617,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ff7549bf"
+                id="14d3673c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -246649,7 +246647,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2d00e3e3"
+                id="11213580"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -246679,7 +246677,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="438bbd65"
+                id="90a0eea2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -246709,7 +246707,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="aa60628c"
+                id="6e96b827"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -246739,7 +246737,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f412cafa"
+                id="6512d56f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -246769,7 +246767,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0da7143c"
+                id="c73d802c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -246799,7 +246797,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="95056018"
+                id="7945baba"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -246829,7 +246827,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e991f584"
+                id="78471b62"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -246859,7 +246857,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="81751fa3"
+                id="23b78ca4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -246889,7 +246887,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d865adcc"
+                id="6e9a9a2a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -247593,7 +247591,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="acb1441c"
+                id="e923a6e2"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -247621,7 +247619,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fa008f28"
+                id="d8a66a06"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -247651,7 +247649,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="257e5a6e"
+                id="325a18fd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -247681,7 +247679,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b74ea283"
+                id="0c54f1cb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -247711,7 +247709,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2590b27b"
+                id="40ab731d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -247741,7 +247739,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="873c8ad0"
+                id="6b845781"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -247771,7 +247769,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0694ecb2"
+                id="41198dad"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -247801,7 +247799,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="09bc64ad"
+                id="55648cf3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -247831,7 +247829,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="737a8be1"
+                id="54371cd3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -247861,7 +247859,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="abcb7741"
+                id="55e55365"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -247891,7 +247889,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ab6610dd"
+                id="0d67e632"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -247921,7 +247919,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="df4bca31"
+                id="e3f2b866"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -247951,7 +247949,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4c3d2fb9"
+                id="ba84a292"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -247981,7 +247979,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5976a545"
+                id="e1642c4e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -248011,7 +248009,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9f532161"
+                id="d559759a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -248041,7 +248039,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0f346148"
+                id="ab4a0dcf"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -248071,7 +248069,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="15c70507"
+                id="8c68f0b4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -248101,7 +248099,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c86801e1"
+                id="8de1b26a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -248131,7 +248129,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b551642f"
+                id="1033bfdc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -248161,7 +248159,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="65f81467"
+                id="8bd54362"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -248191,7 +248189,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2cb74006"
+                id="997786a1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -248221,7 +248219,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="855a250a"
+                id="2c2a11c8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -248251,7 +248249,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9a935d5e"
+                id="bab34037"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -248281,7 +248279,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="51906beb"
+                id="d5cd76ec"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -248311,7 +248309,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c9eb6d34"
+                id="21e75f8b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -248341,7 +248339,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="dfc4fe80"
+                id="acbc7ae5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -248371,7 +248369,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="16252f1e"
+                id="b59c8a61"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -248401,7 +248399,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fac1c779"
+                id="87ff7bb1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -248431,7 +248429,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="70b58e80"
+                id="9f29477d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -248461,7 +248459,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2b1ad660"
+                id="52c17c8b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -248491,7 +248489,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1d729805"
+                id="1ffe0230"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -248521,7 +248519,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3e4c3753"
+                id="e9202144"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -248551,7 +248549,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2e211d84"
+                id="38a89c4d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -248581,7 +248579,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="125c2ac0"
+                id="069b0206"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -248611,7 +248609,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e821d050"
+                id="6a333a98"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -248641,7 +248639,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="22654558"
+                id="71533cfc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -248671,7 +248669,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="eb8a5fd3"
+                id="3deeb4db"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -248701,7 +248699,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="152d4d98"
+                id="bda3748c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -248731,7 +248729,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5235c833"
+                id="ae4fcd36"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -248761,7 +248759,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c2021d85"
+                id="11aeb4c9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -248791,7 +248789,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fd859759"
+                id="d6d44e68"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -248821,7 +248819,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ee066b54"
+                id="9df15066"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -248851,7 +248849,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="576d2686"
+                id="e0bf37fb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -248881,7 +248879,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a2dc083b"
+                id="daa86037"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -248911,7 +248909,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c427dc02"
+                id="571600ba"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -248941,7 +248939,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6db5f7dd"
+                id="5a9e9467"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -248971,7 +248969,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9819f913"
+                id="fb1c148e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -249001,7 +248999,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="266af37b"
+                id="63cc4612"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -249031,7 +249029,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="44446634"
+                id="1aa29d12"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -249061,7 +249059,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="758acf15"
+                id="3dde13b6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -249091,7 +249089,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1c934c1c"
+                id="b5a4e80c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -249121,7 +249119,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f196236b"
+                id="7056d163"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -249151,7 +249149,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e86d100f"
+                id="2999f120"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -249181,7 +249179,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="960901f9"
+                id="f667db3a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -249211,7 +249209,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ccd99ce4"
+                id="1d47deca"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -249241,7 +249239,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1b7a71e6"
+                id="4e63c1d8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -249271,7 +249269,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2b60b91b"
+                id="0223a0e0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -249301,7 +249299,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7c601956"
+                id="5d67a13b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -249331,7 +249329,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="78f5fa06"
+                id="75e5b880"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -249361,7 +249359,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7f3ae442"
+                id="3c3db1b0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -249391,7 +249389,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b829391d"
+                id="e92fe429"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -249421,7 +249419,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="279bf880"
+                id="4646e7ab"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -249451,7 +249449,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="86d67a5b"
+                id="2bb990a7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -249481,7 +249479,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d9df6521"
+                id="d91a221f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -249511,7 +249509,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a8403024"
+                id="bc0a548b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -249541,7 +249539,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4b8fc086"
+                id="da38db4d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -249575,7 +249573,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="c0270f39"
+                id="97da3736"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -249603,7 +249601,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c3aa1a77"
+                id="d602715b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -249633,7 +249631,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7651e57d"
+                id="a59a7f5e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -249663,7 +249661,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2c6f76ca"
+                id="d6502b2d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -249693,7 +249691,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="607321f0"
+                id="bb97c122"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -249723,7 +249721,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5f27e46e"
+                id="aa0f45c4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -249753,7 +249751,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6545f44d"
+                id="6ced22ec"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -249783,7 +249781,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6529c04e"
+                id="ccd55fed"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -249813,7 +249811,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c837ae83"
+                id="85ee8f2a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -249843,7 +249841,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d1412480"
+                id="ad4eb3f4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -249873,7 +249871,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8d2ea4a5"
+                id="a16027d0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -249903,7 +249901,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e352eec8"
+                id="d7030d6a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -249933,7 +249931,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="21ad9473"
+                id="31a42616"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -249963,7 +249961,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e23d0bfa"
+                id="29fb3ec3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -249993,7 +249991,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="91e94837"
+                id="fc9abb25"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -250023,7 +250021,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="61be7493"
+                id="9fea9b13"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -250053,7 +250051,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1652c69a"
+                id="c43b82e4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -250083,7 +250081,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c98024ef"
+                id="cbc8da88"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -250113,7 +250111,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0bf7cf43"
+                id="b851aba1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -250143,7 +250141,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2cde8d40"
+                id="a23629a1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -250173,7 +250171,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0d0d606c"
+                id="4c874c3c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -250203,7 +250201,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6411612b"
+                id="8c65014a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -250233,7 +250231,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a28e914d"
+                id="a320d889"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -250263,7 +250261,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cfd33014"
+                id="db6c640d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -250293,7 +250291,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="30edda62"
+                id="8d2ba637"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -250323,7 +250321,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="60afef45"
+                id="5cbccfb3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -250353,7 +250351,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9f8bfcc8"
+                id="b53765d2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -250383,7 +250381,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ec64a8b3"
+                id="13e56975"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -250413,7 +250411,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0a75ca28"
+                id="f47cf630"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -250443,7 +250441,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="289bfd5f"
+                id="fc6c8bee"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -250473,7 +250471,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3fea314f"
+                id="4457e638"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -250503,7 +250501,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e8cd5ffd"
+                id="947b6158"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -250533,7 +250531,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1c26941c"
+                id="710bae58"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -250563,7 +250561,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e88fa7b2"
+                id="75054afd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -250593,7 +250591,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2fe18a88"
+                id="aa52fce7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -250623,7 +250621,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="63d4839e"
+                id="67363f35"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -250653,7 +250651,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="45c4fffb"
+                id="8b53bb99"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -250683,7 +250681,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="39b11be0"
+                id="80eccb66"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -250713,7 +250711,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7d856e9c"
+                id="339fa6d5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -250743,7 +250741,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="77bc78f5"
+                id="29524929"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -250773,7 +250771,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6d205b05"
+                id="80d59db8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -250803,7 +250801,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ef119b74"
+                id="8d08d212"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -250833,7 +250831,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5dd7247b"
+                id="d0c1dab6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -250863,7 +250861,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c61f2aaa"
+                id="0e55c1f6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -250893,7 +250891,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="88fc262d"
+                id="a563ae0d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -250923,7 +250921,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="dec5e73e"
+                id="93220fc7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -250953,7 +250951,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bed87a74"
+                id="f509e4b4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -250983,7 +250981,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="23dddaaa"
+                id="5efdb055"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -251013,7 +251011,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8b654c8e"
+                id="9f2216aa"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -251043,7 +251041,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6e5454d6"
+                id="382dae1a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -251073,7 +251071,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="466ff709"
+                id="bf5b4709"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -251103,7 +251101,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e54f3eae"
+                id="081ca9c9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -251133,7 +251131,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b0e830f7"
+                id="9f0c8f66"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -251163,7 +251161,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="46342ba8"
+                id="4b2133ed"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -251193,7 +251191,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="98cc6ced"
+                id="f52a9d22"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -251223,7 +251221,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5da7d3be"
+                id="c047c0d4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -251253,7 +251251,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="db17daad"
+                id="7395e732"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -251283,7 +251281,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="03033433"
+                id="ed8a3a8a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -251313,7 +251311,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="79b160d0"
+                id="1e2519c2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -251343,7 +251341,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="676a985e"
+                id="1ff39a67"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -251373,7 +251371,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="708d905e"
+                id="80081eea"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -251403,7 +251401,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f57ce491"
+                id="5b2f15c2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -251433,7 +251431,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d9b55726"
+                id="4b513038"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -251463,7 +251461,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="38dd1c0b"
+                id="dcf377be"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -251493,7 +251491,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="63501b45"
+                id="57144245"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -251523,7 +251521,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="21cad208"
+                id="d481e177"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -251557,7 +251555,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="77f0d2a2"
+                id="79647940"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -251585,7 +251583,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2c413e17"
+                id="e7f01774"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -251615,7 +251613,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="07173e85"
+                id="d25da03c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -251645,7 +251643,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="dbdd1880"
+                id="0f5fad82"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -251675,7 +251673,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d9d4622f"
+                id="e52fa34e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -251705,7 +251703,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b34aba71"
+                id="ab6243ef"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -251735,7 +251733,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="12d4ebbe"
+                id="266f6a94"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -251765,7 +251763,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d68c8aa9"
+                id="a1122079"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -251795,7 +251793,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5c4ab734"
+                id="f30ac957"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -251825,7 +251823,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0b971c35"
+                id="85a128de"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -251855,7 +251853,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="af94b2b7"
+                id="c396702f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -251885,7 +251883,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="89086b17"
+                id="e9534058"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -251915,7 +251913,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="915e516e"
+                id="88a98f73"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -251945,7 +251943,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="27b2e628"
+                id="430db796"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -251975,7 +251973,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="af04d53f"
+                id="4e35f925"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -252005,7 +252003,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="55b3e17b"
+                id="14ad60c8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -252035,7 +252033,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4323cae4"
+                id="c9ad0c71"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -252065,7 +252063,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="aab966ad"
+                id="198c97bc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -252095,7 +252093,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="43d69bb2"
+                id="3207dd30"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -252125,7 +252123,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6f244dc4"
+                id="00cb4ec4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -252155,7 +252153,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6574c1cc"
+                id="2a7589a3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -252185,7 +252183,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ff6d48a8"
+                id="da1b102a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -252215,7 +252213,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c546596c"
+                id="dc6a5b21"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -252245,7 +252243,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3ca907af"
+                id="0f181bfd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -252275,7 +252273,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="98f51882"
+                id="da68b8f5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -252305,7 +252303,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1b749de1"
+                id="5e057ae8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -252335,7 +252333,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a535000a"
+                id="d5a74a8b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -252365,7 +252363,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7c530d22"
+                id="6cefa8c5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -252395,7 +252393,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8d6acf86"
+                id="7fd01259"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -252425,7 +252423,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f35d819b"
+                id="14f24785"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -252455,7 +252453,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="64d79841"
+                id="07906d83"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -252485,7 +252483,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1d4bf4eb"
+                id="7de3fd94"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -252515,7 +252513,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="29ba457d"
+                id="83e77ffd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -252545,7 +252543,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2c384989"
+                id="a56872d3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -252575,7 +252573,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="01eeb7b5"
+                id="d4154ee9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -252605,7 +252603,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cc8556bb"
+                id="ec94e853"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -252635,7 +252633,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5a4fce87"
+                id="d17ca59a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -252665,7 +252663,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0a48eceb"
+                id="a09b3443"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -252695,7 +252693,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="26875586"
+                id="23e0f386"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -252725,7 +252723,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e7122e90"
+                id="355f955a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -252755,7 +252753,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7e53fc74"
+                id="37188a33"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -252785,7 +252783,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6a8d8cc4"
+                id="4f50aa3f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -252815,7 +252813,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0b635dcc"
+                id="93c3eb99"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -252845,7 +252843,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="01000c01"
+                id="444811b9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -252875,7 +252873,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b5750bf5"
+                id="f73cdc98"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -252905,7 +252903,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="98affc97"
+                id="8c39e7a5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -252935,7 +252933,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="153a0fed"
+                id="6439d7fa"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -252965,7 +252963,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="dd13f982"
+                id="b4ebc3b8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -252995,7 +252993,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="59437d5a"
+                id="ce930ff5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -253025,7 +253023,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bfbbf376"
+                id="48fd7447"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -253055,7 +253053,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bc3f65a6"
+                id="643d5176"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -253085,7 +253083,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="03db3a4f"
+                id="ad94fa39"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -253115,7 +253113,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e96f3858"
+                id="33ec9244"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -253145,7 +253143,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e402d66d"
+                id="22dab8e1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -253175,7 +253173,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4771a466"
+                id="4dd0dd02"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -253205,7 +253203,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="da144ab4"
+                id="a05e16d7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -253235,7 +253233,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="15f58227"
+                id="d8fd1e9e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -253265,7 +253263,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c77d6671"
+                id="73b1f6fb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -253295,7 +253293,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f24d2ce2"
+                id="c882d5d1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -253325,7 +253323,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a58d4dd4"
+                id="d3031c83"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -253355,7 +253353,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c4362fd0"
+                id="9d6e159a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -253385,7 +253383,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f9f64bca"
+                id="73529c81"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -253415,7 +253413,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="01e6ef74"
+                id="e12abfb1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -253445,7 +253443,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b59f44b7"
+                id="2d15df3f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -253475,7 +253473,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2750f58b"
+                id="8cf349a4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -253505,7 +253503,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="481d73e6"
+                id="e58c7b18"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -253539,7 +253537,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="058dcc5f"
+                id="432f27f1"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -253567,7 +253565,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7c026753"
+                id="eeb1de7d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -253597,7 +253595,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4f198a16"
+                id="af22f04f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -253627,7 +253625,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="32c0ccb2"
+                id="0615eeae"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -253657,7 +253655,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="04146560"
+                id="49f8f895"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -253687,7 +253685,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="313a8d2a"
+                id="ff1c1be9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -253717,7 +253715,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="010ca3b4"
+                id="a44a922f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -253747,7 +253745,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9c130b0e"
+                id="8879cb06"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -253777,7 +253775,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="def03900"
+                id="33fc938b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -253807,7 +253805,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e35e73a6"
+                id="e0764d2b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -253837,7 +253835,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="87993d37"
+                id="37cb64df"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -253867,7 +253865,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="54063734"
+                id="bc84f112"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -253897,7 +253895,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7bb09eb1"
+                id="c23c955e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -253927,7 +253925,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="88ff0aa8"
+                id="038a6e2b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -253957,7 +253955,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9af99f7e"
+                id="49a20ec5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -253987,7 +253985,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2459284a"
+                id="f8a719eb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -254017,7 +254015,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c40eb329"
+                id="515fe805"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -254047,7 +254045,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="64512ae3"
+                id="2a415e9d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -254077,7 +254075,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a3ecf200"
+                id="58865477"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -254107,7 +254105,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="96016e86"
+                id="63063c4a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -254137,7 +254135,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4bec8e3a"
+                id="7f281551"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -254167,7 +254165,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8d2c86a3"
+                id="97a37581"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -254197,7 +254195,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6c1a888f"
+                id="7143194e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -254227,7 +254225,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6ead199f"
+                id="95ccac0b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -254257,7 +254255,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7164bd91"
+                id="62b90245"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -254287,7 +254285,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7a76775d"
+                id="696a84e2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -254317,7 +254315,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6d57be79"
+                id="0e6175c9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -254347,7 +254345,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a0d5418d"
+                id="a6c6c09b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -254377,7 +254375,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6e0034a6"
+                id="a1ae7d26"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -254407,7 +254405,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d61cc660"
+                id="2801d903"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -254437,7 +254435,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1156e7a7"
+                id="fb6d5626"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -254467,7 +254465,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="03e70c2b"
+                id="08457b4e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -254497,7 +254495,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7a0d47df"
+                id="69a1ee35"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -254527,7 +254525,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b165d2f1"
+                id="6453ba3a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -254557,7 +254555,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9a03d883"
+                id="46103664"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -254587,7 +254585,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="62cd98d0"
+                id="60aef526"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -254617,7 +254615,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9ed0d657"
+                id="0f237ae5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -254647,7 +254645,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="78649de4"
+                id="c28ddf25"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -254677,7 +254675,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9903a7ed"
+                id="e6ff0f92"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -254707,7 +254705,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="780ece67"
+                id="de592a6d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -254737,7 +254735,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0773fc04"
+                id="b87eaeab"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -254767,7 +254765,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6452e64f"
+                id="b919cc9f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -254797,7 +254795,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3a05f226"
+                id="50d0463b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -254827,7 +254825,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="75d8491a"
+                id="dc169d42"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -254857,7 +254855,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3817c8bd"
+                id="10d7c9ff"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -254887,7 +254885,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="dd7c28af"
+                id="5adbede0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -254917,7 +254915,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="288135c5"
+                id="e8273613"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -254947,7 +254945,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="83322503"
+                id="05d94ea7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -254977,7 +254975,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="40958961"
+                id="52b735d8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -255007,7 +255005,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0119a6fd"
+                id="721f17c2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -255037,7 +255035,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5f136310"
+                id="ad64a414"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -255067,7 +255065,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fd8ab90e"
+                id="6f14aa79"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -255097,7 +255095,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6aa34ce8"
+                id="e8681647"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -255127,7 +255125,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0123a828"
+                id="2b71973b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -255157,7 +255155,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4df4ef70"
+                id="776fa224"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -255187,7 +255185,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="79f64131"
+                id="7d1c0d87"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -255217,7 +255215,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="251394ec"
+                id="1dac2128"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -255247,7 +255245,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="153e740b"
+                id="b0619c74"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -255277,7 +255275,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="82ca19df"
+                id="31f992ac"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -255307,7 +255305,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="62cb91d0"
+                id="0d30fdbf"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -255337,7 +255335,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8f621310"
+                id="113fae95"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -255367,7 +255365,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="18996bc6"
+                id="fff993e8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -255397,7 +255395,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5bb311e3"
+                id="31c1d039"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -255427,7 +255425,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="33076c26"
+                id="021b5e81"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -255457,7 +255455,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="650b26eb"
+                id="64c12183"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -255487,7 +255485,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c53403a1"
+                id="18f822fe"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -255521,7 +255519,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="4817cd9d"
+                id="0dad29c8"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -255549,7 +255547,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f9b7b08c"
+                id="7b692325"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -255579,7 +255577,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f613aed8"
+                id="18a7f753"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -255609,7 +255607,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="660e245d"
+                id="858514e3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -255639,7 +255637,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1be3ddca"
+                id="532ac67a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -255669,7 +255667,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="20cf39b1"
+                id="215b622b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -255699,7 +255697,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ec45dcd9"
+                id="4dd6331c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -255729,7 +255727,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0c6e640c"
+                id="091f7c65"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -255759,7 +255757,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="43127579"
+                id="e78a5ea2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -255789,7 +255787,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="83027d81"
+                id="e1a5982e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -255819,7 +255817,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2cabafed"
+                id="e67f9270"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -255849,7 +255847,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ed541fb4"
+                id="f4c35f4f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -255879,7 +255877,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1eb7409b"
+                id="db053b55"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -255909,7 +255907,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8f5ffae1"
+                id="5cbffea0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -255939,7 +255937,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2bdfdded"
+                id="37688888"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -255969,7 +255967,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="26b1490e"
+                id="f048bba5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -255999,7 +255997,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6f7d52aa"
+                id="2beb3019"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -256029,7 +256027,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="48c397bd"
+                id="2e84c1ba"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -256059,7 +256057,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="06fec147"
+                id="e6fd209c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -256089,7 +256087,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="821b6bb0"
+                id="291c977d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -256119,7 +256117,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f2ef7d68"
+                id="bb916ae8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -256149,7 +256147,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9f715c08"
+                id="f00f96ca"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -256179,7 +256177,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6c5b9bca"
+                id="913a52da"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -256209,7 +256207,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fc7a7bd5"
+                id="bf83ad7b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -256239,7 +256237,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1eb9ef7c"
+                id="e415f22b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -256269,7 +256267,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5f585b4a"
+                id="f358b38d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -256299,7 +256297,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="56af8dbd"
+                id="d411041b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -256329,7 +256327,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d5c129b2"
+                id="afa4b01e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -256359,7 +256357,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e4ef8de2"
+                id="e211ce71"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -256389,7 +256387,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8ce25a1b"
+                id="1d2c2632"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -256419,7 +256417,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4f208c8e"
+                id="7832b72b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -256449,7 +256447,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f27fdbf2"
+                id="d448b44e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -256479,7 +256477,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="67b85df3"
+                id="65d6012c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -256509,7 +256507,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="772b84cd"
+                id="a5186912"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -256539,7 +256537,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d56cb524"
+                id="98ff341d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -256569,7 +256567,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cf8805d4"
+                id="b620295e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -256599,7 +256597,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="61bc4c1a"
+                id="e546ec43"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -256629,7 +256627,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="909f1f95"
+                id="160b43f6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -256659,7 +256657,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="85b947c4"
+                id="57caa95a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -256689,7 +256687,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="28f346ad"
+                id="046279d4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -256719,7 +256717,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cd473f9a"
+                id="896af693"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -256749,7 +256747,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bc0aa357"
+                id="eda073c5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -256779,7 +256777,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f6ccb975"
+                id="0caab9fc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -256809,7 +256807,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9cca2784"
+                id="93808089"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -256839,7 +256837,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4d154308"
+                id="b1195ccb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -256869,7 +256867,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="83a8dc69"
+                id="0d06de0b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -256899,7 +256897,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1bfe746c"
+                id="01b0792c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -256929,7 +256927,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="34e3165f"
+                id="de7de4c9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -256959,7 +256957,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d995f5be"
+                id="2ccc8fd6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -256989,7 +256987,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f31e39cb"
+                id="bace32cd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -257019,7 +257017,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="efabd69d"
+                id="7f9aa740"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -257049,7 +257047,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="852f208d"
+                id="0a32248d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -257079,7 +257077,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ba5c07a6"
+                id="808eee7f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -257109,7 +257107,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cebd7962"
+                id="80799683"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -257139,7 +257137,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8c90d34f"
+                id="106cc2c7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -257169,7 +257167,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="509335bd"
+                id="77474fd6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -257199,7 +257197,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3c70b59e"
+                id="b0b142b6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -257229,7 +257227,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0077d4b3"
+                id="7d66416c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -257259,7 +257257,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="29bcb55d"
+                id="2e032889"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -257289,7 +257287,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4f1a467b"
+                id="5a31c5f1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -257319,7 +257317,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="14cf45da"
+                id="6b17c9ec"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -257349,7 +257347,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="008022e2"
+                id="3aa6f057"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -257379,7 +257377,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c673480d"
+                id="1d63a67b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -257409,7 +257407,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a977d5a6"
+                id="299f74e5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -257439,7 +257437,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3dcfeab1"
+                id="cfb832b4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -257469,7 +257467,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f67ec81c"
+                id="b04d0b59"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -257620,7 +257618,7 @@ <h3 class="margin-r-m">
   <rdf:RDF xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:cc="http://creativecommons.org/ns#" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
    <cc:Work>
     <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
-    <dc:date>2024-12-11T19:21:24.340427</dc:date>
+    <dc:date>2024-12-11T19:32:01.500896</dc:date>
     <dc:format>image/svg+xml</dc:format>
     <dc:creator>
      <cc:Agent>
@@ -257649,7 +257647,7 @@ <h3 class="margin-r-m">
 L 65.648864 10.628571
 L 52.557955 10.628571
 z
-" clip-path="url(#paf7e22f627)" style="fill: #1f77b4"/>
+" clip-path="url(#p76803a5a97)" style="fill: #1f77b4"/>
    </g>
    <g id="patch_3">
     <path d="M 65.648864 79.2
@@ -257657,7 +257655,7 @@ <h3 class="margin-r-m">
 L 78.739773 29.165176
 L 65.648864 29.165176
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             <tr>
-                <td class="ellided">model_03</td>
-                <td class="ellided">model_26</td>
+                <td class="ellided">item_09</td>
+                <td class="ellided">item_22</td>
                 <td
                     >
-                    0.784
+                    0.815
                 </td>
             </tr>
 
             <tr>
                 <td class="ellided">model_06</td>
-                <td class="ellided">model_17</td>
+                <td class="ellided">model_11</td>
                 <td
                     >
-                    0.778
+                    0.811
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">model_00</td>
-                <td class="ellided">model_09</td>
+                <td class="ellided">model_15</td>
+                <td class="ellided">model_28</td>
                 <td
                     >
-                    0.776
+                    0.811
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">model_03</td>
-                <td class="ellided">model_11</td>
+                <td class="ellided">model_02</td>
+                <td class="ellided">model_08</td>
                 <td
                     >
-                    0.771
+                    0.808
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">model_06</td>
-                <td class="ellided">model_08</td>
+                <td class="ellided">model_02</td>
+                <td class="ellided">model_18</td>
                 <td
                     >
-                    0.763
+                    0.808
                 </td>
             </tr>
 
@@ -298542,7 +298539,7 @@ <h3 class="margin-r-m">
         </div>
     </template>
 
-    <skrub-table-report class="report" id="report_f532eb04">
+    <skrub-table-report class="report" id="report_6408f28e">
     </skrub-table-report>
 
     <script type="module">
@@ -299573,7 +299570,7 @@ <h3 class="margin-r-m">
     </script>
 </div>
 
-<div id="report_f532eb04-wrapper-fallback">
+<div id="report_6408f28e-wrapper-fallback">
     <h2>Please enable javascript</h2>
     <p>
         The skrub table reports need javascript to display correctly. If you are
@@ -299584,8 +299581,8 @@ <h2>Please enable javascript</h2>
 </div>
 
 <script>
- document.getElementById("report_f532eb04-wrapper").removeAttribute("hidden");
- document.getElementById("report_f532eb04-wrapper-fallback").setAttribute("hidden", "");
+ document.getElementById("report_6408f28e-wrapper").removeAttribute("hidden");
+ document.getElementById("report_6408f28e-wrapper-fallback").setAttribute("hidden", "");
 </script>
 </div>
 <br />
@@ -299626,8 +299623,8 @@ <h2>Please enable javascript</h2>
 </div>
 <div class="output_subarea output_html rendered_html output_result">
 
-<div id="report_43405c26-wrapper" hidden>
-    <template id="report_43405c26-template">
+<div id="report_5ab12f3e-wrapper" hidden>
+    <template id="report_5ab12f3e-template">
         <style>
          /*!
 Pure v3.0.0
@@ -300720,7 +300717,7 @@ <h2>Please enable javascript</h2>
         </div>
         <div class="column-filter" data-manager="InvisibleInAssociationsTabPanel">
     <select data-manager="ColumnFilter"
-            data-all-filters-base64="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"
+            data-all-filters-base64="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"
             data-test="column-filter-select"
             autocomplete="off">
         <optgroup label="Select columns to show:">
@@ -300831,7 +300828,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="4fc0b42d"
+                id="cb1a3806"
                 class="table-cell ellided-short "
 
                 data-role="padding"
@@ -300861,7 +300858,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="c5c85f82"
+                id="f8e89bac"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -300895,7 +300892,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="ae5ececb"
+                id="f30d125b"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -300929,7 +300926,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="26ccb9a3"
+                id="2d0d7be1"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -300963,7 +300960,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="6813bf35"
+                id="a3067668"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -300997,7 +300994,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="1807af0c"
+                id="02dbd8d6"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -301031,7 +301028,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="a111e8f3"
+                id="6c5657b4"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -301065,7 +301062,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="242a4126"
+                id="4bf86e9d"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -301099,7 +301096,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="bad8a3b2"
+                id="56352eb6"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -301133,7 +301130,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="6f19c3d6"
+                id="b319c3ef"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -301167,7 +301164,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="b0457b8b"
+                id="24a01e89"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -301201,7 +301198,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="7d8983fe"
+                id="1f5faad6"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -301235,7 +301232,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="d17ee23b"
+                id="1bfb368f"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -301269,7 +301266,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="4b1787a9"
+                id="6f6abc6b"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -301303,7 +301300,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="98a4f89e"
+                id="2118f4ab"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -301337,7 +301334,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="4b1a4852"
+                id="f7724e31"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -301371,7 +301368,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="ce86db5a"
+                id="61d00f1d"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -301405,7 +301402,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="8628226d"
+                id="d33829f2"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -301439,7 +301436,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="8b9c3c64"
+                id="9bdb3586"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -301473,7 +301470,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="ae9e9798"
+                id="e15cb83f"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -301507,7 +301504,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="c6c1e13a"
+                id="273f1fe0"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -301541,7 +301538,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="22085b0a"
+                id="c503f4ac"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -301575,7 +301572,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="79e80a37"
+                id="1eb10fc2"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -301609,7 +301606,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="417ac6ce"
+                id="afd31f37"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -301643,7 +301640,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="d86158d5"
+                id="2a1c2117"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -301677,7 +301674,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="0e6ef190"
+                id="cfead7d5"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -301711,7 +301708,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="bfab21f0"
+                id="f0bc7a89"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -301745,7 +301742,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="651bc954"
+                id="fc66fbc4"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -301779,7 +301776,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="f2566429"
+                id="da9d5ef1"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -301813,7 +301810,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="cc8197c2"
+                id="aaa77347"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -301847,7 +301844,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="c800b221"
+                id="137b83eb"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -301881,7 +301878,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="442e4e24"
+                id="5f12ddae"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -301915,7 +301912,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="7723d9b2"
+                id="2c5c1329"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -301949,7 +301946,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="8df69ae9"
+                id="06b776b0"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -301983,7 +301980,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="fec8be62"
+                id="e6dbf443"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -302017,7 +302014,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="e6b6d239"
+                id="74894845"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -302051,7 +302048,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="370f842d"
+                id="ad84ca07"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -302085,7 +302082,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="45b81c1d"
+                id="102ba39c"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -302119,7 +302116,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="2a6df6d0"
+                id="2aa63f8b"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -302153,7 +302150,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="4655988d"
+                id="9b7ba3c5"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -302187,7 +302184,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="717889ba"
+                id="e234e856"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -302221,7 +302218,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="44169557"
+                id="0e388b68"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -302255,7 +302252,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="fb726a4a"
+                id="d303af5f"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -302289,7 +302286,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="8a8ec9cb"
+                id="81f3c3fc"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -302323,7 +302320,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="f0380a44"
+                id="b619cba3"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -302357,7 +302354,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="d6ca2078"
+                id="0a81ef20"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -302391,7 +302388,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="08d202f8"
+                id="9ab7caec"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -302425,7 +302422,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="42d2b048"
+                id="ae63edee"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -302459,7 +302456,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="0c43f578"
+                id="b63945f8"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -302493,7 +302490,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="eb7bab8a"
+                id="9132b3fd"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -302527,7 +302524,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="f9a8ff66"
+                id="5a92d67b"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -302561,7 +302558,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="5ff54d48"
+                id="2be1d411"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -302595,7 +302592,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="78bcb8b0"
+                id="909fa996"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -302629,7 +302626,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="62ef1f2d"
+                id="3ffe2746"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -302663,7 +302660,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="2ac75c07"
+                id="5ba71b8a"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -302697,7 +302694,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="f73aa731"
+                id="d08f92dd"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -302731,7 +302728,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="5276f992"
+                id="2480306f"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -302765,7 +302762,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="56de4e05"
+                id="4932c8e5"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -302799,7 +302796,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="5ef1a1b2"
+                id="a66057d9"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -302833,7 +302830,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="51c0d2dc"
+                id="f3ad9125"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -302867,7 +302864,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="4c68b3d0"
+                id="b7b21c3c"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -302901,7 +302898,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="8932abd5"
+                id="735044e4"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -302935,7 +302932,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="8f6ea1bc"
+                id="c6c4b920"
                 class="table-cell ellided-short clickable"
 
                 data-role="columns-level-value"
@@ -302983,7 +302980,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="12066b8c"
+                id="0158b001"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -303011,7 +303008,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4d2602ad"
+                id="852171ed"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -303041,7 +303038,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="eee17b19"
+                id="fc91a8bb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -303071,7 +303068,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a318d18f"
+                id="78969eee"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -303101,7 +303098,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f49a078b"
+                id="682b9f74"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -303131,7 +303128,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="53d0ae44"
+                id="e0340dce"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -303161,7 +303158,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ccc788c2"
+                id="c360c6dd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -303191,7 +303188,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="477ef38c"
+                id="e026e166"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -303221,7 +303218,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b58e4967"
+                id="af9acdfa"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -303251,7 +303248,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4a786de3"
+                id="d718e986"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -303281,7 +303278,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9fec5367"
+                id="621c156b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -303311,7 +303308,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2a2829b5"
+                id="64582051"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -303341,7 +303338,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c51144ed"
+                id="53735315"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -303371,7 +303368,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8e8b3198"
+                id="2442ec82"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -303401,7 +303398,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="464cd604"
+                id="0273e007"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -303431,7 +303428,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="34cc12bd"
+                id="3b0ebcef"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -303461,7 +303458,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f2ba4d19"
+                id="8397ea22"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -303491,7 +303488,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bb65ee74"
+                id="64408041"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -303521,7 +303518,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d6149a69"
+                id="fd9629c1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -303551,7 +303548,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9ad39cb8"
+                id="2dffe3f2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -303581,7 +303578,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="70c6565e"
+                id="fdcd90b7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -303611,7 +303608,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a9b17624"
+                id="5c8c25d5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -303641,7 +303638,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0dd74146"
+                id="8a1acdd7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -303671,7 +303668,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a2c7cae1"
+                id="918b6092"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -303701,7 +303698,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="56e8aabf"
+                id="b0a90430"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -303731,7 +303728,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6bb8ee09"
+                id="df7b8f79"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -303761,7 +303758,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bfc403c0"
+                id="9d5716e3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -303791,7 +303788,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0b72097d"
+                id="282d221c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -303821,7 +303818,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0c3b3a2d"
+                id="a12e896e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -303851,7 +303848,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="55fcf772"
+                id="46009c2f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -303881,7 +303878,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1e7c6087"
+                id="fd4b3425"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -303911,7 +303908,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d70cbfc6"
+                id="906a41f4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -303941,7 +303938,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6b81b595"
+                id="45f1e27f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -303971,7 +303968,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="521fdd2b"
+                id="f3f58852"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -304001,7 +303998,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7a7b9541"
+                id="140c989d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -304031,7 +304028,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4d33c944"
+                id="65f1e0ca"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -304061,7 +304058,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="19ff5734"
+                id="1bcadc04"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -304091,7 +304088,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b8578553"
+                id="e46ccc5a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -304121,7 +304118,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="951c175f"
+                id="eadf6dd0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -304151,7 +304148,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a79af502"
+                id="9673abbb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -304181,7 +304178,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f46337a2"
+                id="fec83652"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -304211,7 +304208,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5e9851a1"
+                id="7d0fcbb4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -304241,7 +304238,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8ceff72b"
+                id="9f620fa9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -304271,7 +304268,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d413e7e3"
+                id="5b053927"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -304301,7 +304298,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="50e90b70"
+                id="250473f7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -304331,7 +304328,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="68be1453"
+                id="5d5c7348"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -304361,7 +304358,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="80c3c1f8"
+                id="515aebb1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -304391,7 +304388,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3120acba"
+                id="0c27a131"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -304421,7 +304418,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7259bf4b"
+                id="19466fd5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -304451,7 +304448,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d4b3e4c7"
+                id="9b80658b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -304481,7 +304478,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b89c5e2e"
+                id="8a64aaa4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -304511,7 +304508,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d5292d7b"
+                id="aa01e5b4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -304541,7 +304538,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b52c17fb"
+                id="1df4ec1e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -304571,7 +304568,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="76c72ed6"
+                id="1ff751a5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -304601,7 +304598,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="db57083b"
+                id="61ebfafd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -304631,7 +304628,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ad057382"
+                id="1182d43b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -304661,7 +304658,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8be7a5aa"
+                id="366522c6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -304691,7 +304688,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="00e18a0f"
+                id="99528115"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -304721,7 +304718,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ae438c95"
+                id="dea7b61e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -304751,7 +304748,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6bac7ff8"
+                id="45f34b50"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -304781,7 +304778,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2689de69"
+                id="14a31acf"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -304811,7 +304808,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b37a54df"
+                id="09bea1f6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -304841,7 +304838,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8eb1d47f"
+                id="85998276"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -304875,7 +304872,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="877f5059"
+                id="a9af40a5"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -304903,7 +304900,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="aebff3a4"
+                id="72796136"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -304933,7 +304930,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2f93f02f"
+                id="7941a0d1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -304963,7 +304960,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f58d782b"
+                id="c164f58e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -304993,7 +304990,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bbefd2d0"
+                id="dbcca0a3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -305023,7 +305020,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ae1aa57e"
+                id="3bd961c6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -305053,7 +305050,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="97f777c9"
+                id="5a5988b0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -305083,7 +305080,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f6f951de"
+                id="ade6e008"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -305113,7 +305110,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5d6082a0"
+                id="93256181"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -305143,7 +305140,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="95d9a5a0"
+                id="7d96f822"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -305173,7 +305170,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2ca09bbc"
+                id="2ec08cec"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -305203,7 +305200,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8bb4c497"
+                id="da5bf38f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -305233,7 +305230,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="87db7ae4"
+                id="35aa7283"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -305263,7 +305260,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d7eab569"
+                id="9a0c4b47"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -305293,7 +305290,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ddf9c7bd"
+                id="9fc00536"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -305323,7 +305320,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="798dfadb"
+                id="989fdfe1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -305353,7 +305350,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b78d6883"
+                id="7a70139c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -305383,7 +305380,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4eb7c9b2"
+                id="9e507e36"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -305413,7 +305410,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d98f18bf"
+                id="d44c133b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -305443,7 +305440,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1d9afad7"
+                id="9f52ad0c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -305473,7 +305470,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0f0ac306"
+                id="87c09b09"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -305503,7 +305500,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5bdbcc90"
+                id="47ef2fa4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -305533,7 +305530,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="abbf0b1c"
+                id="09f53f78"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -305563,7 +305560,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bb47c5bb"
+                id="524835ad"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -305593,7 +305590,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f12899ce"
+                id="6da6d986"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -305623,7 +305620,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d6834b89"
+                id="6b443f9f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -305653,7 +305650,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f8ecc099"
+                id="ca9eb1e5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -305683,7 +305680,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fa013da9"
+                id="e73b85d7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -305713,7 +305710,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f37155a8"
+                id="97c1143a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -305743,7 +305740,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="25e718c9"
+                id="745f7419"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -305773,7 +305770,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fa91e129"
+                id="02e5cb3a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -305803,7 +305800,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4530dbcf"
+                id="dc6d4847"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -305833,7 +305830,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c3c43bd2"
+                id="a027d4f4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -305863,7 +305860,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="412420ea"
+                id="dcd6c472"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -305893,7 +305890,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4612b258"
+                id="c7e58702"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -305923,7 +305920,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9a71c1d4"
+                id="5be1b159"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -305953,7 +305950,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1cf9fb8a"
+                id="f496bc02"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -305983,7 +305980,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5377dcbe"
+                id="8966e89b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -306013,7 +306010,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="80ed76ee"
+                id="7a2c8d2a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -306043,7 +306040,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f5f613fb"
+                id="76b176cb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -306073,7 +306070,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9499852a"
+                id="2b3aab0f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -306103,7 +306100,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8d6a2b49"
+                id="4a37e48e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -306133,7 +306130,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3d5c0541"
+                id="b3cffdee"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -306163,7 +306160,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a662e2a9"
+                id="abd39ba6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -306193,7 +306190,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0382acae"
+                id="7db85705"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -306223,7 +306220,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c1067208"
+                id="54ed7130"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -306253,7 +306250,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d2bc4dae"
+                id="25b90248"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -306283,7 +306280,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="dac7201b"
+                id="aef4953b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -306313,7 +306310,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="70d5dcff"
+                id="8914f026"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -306343,7 +306340,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c8e61893"
+                id="38f468fd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -306373,7 +306370,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6aa1f9af"
+                id="e5945eeb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -306403,7 +306400,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="70ac7158"
+                id="f5916ca3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -306433,7 +306430,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="45e09421"
+                id="9747d8ee"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -306463,7 +306460,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1abe5a31"
+                id="1b21252d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -306493,7 +306490,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="11a91aba"
+                id="97b09f8e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -306523,7 +306520,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="68e4e4d8"
+                id="d0271909"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -306553,7 +306550,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8027acda"
+                id="b8242c73"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -306583,7 +306580,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ad792aed"
+                id="45e6023b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -306613,7 +306610,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="99d9954b"
+                id="15222994"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -306643,7 +306640,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="523727f3"
+                id="05914ce3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -306673,7 +306670,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="feb17bff"
+                id="0f9287bc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -306703,7 +306700,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1764f4b4"
+                id="44da8937"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -306733,7 +306730,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="21530ad6"
+                id="8488faa9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -306767,7 +306764,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="a6db22a7"
+                id="341e4de1"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -306795,7 +306792,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6923cce3"
+                id="e4db03f1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -306825,7 +306822,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="74bb5c7a"
+                id="fd725459"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -306855,7 +306852,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3873c587"
+                id="ed5b1367"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -306885,7 +306882,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9252877e"
+                id="8a259b40"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -306915,7 +306912,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="448c49d3"
+                id="143756e6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -306945,7 +306942,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f794b254"
+                id="e189e5d2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -306975,7 +306972,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0dce698d"
+                id="371ded59"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -307005,7 +307002,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="33e4c2a4"
+                id="a158f1b6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -307035,7 +307032,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="623a4108"
+                id="35ec8926"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -307065,7 +307062,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="64a175bb"
+                id="861a953c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -307095,7 +307092,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a62c1dea"
+                id="efc1ac3e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -307125,7 +307122,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9f0f26de"
+                id="f96a52de"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -307155,7 +307152,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9d333392"
+                id="93719337"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -307185,7 +307182,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6238492b"
+                id="ebfc13f4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -307215,7 +307212,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f5ce0f43"
+                id="b3d711e8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -307245,7 +307242,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="62ba387d"
+                id="c83c4e7b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -307275,7 +307272,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="637fd7be"
+                id="a6bacc9b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -307305,7 +307302,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="635fd20b"
+                id="22530939"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -307335,7 +307332,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="885c5e15"
+                id="1a6bace1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -307365,7 +307362,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="29156a0c"
+                id="6ace691e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -307395,7 +307392,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1c17082a"
+                id="4109d714"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -307425,7 +307422,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0f88866f"
+                id="aaa7d7d6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -307455,7 +307452,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="adb7d15a"
+                id="86457887"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -307485,7 +307482,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="303f58d8"
+                id="9814cf72"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -307515,7 +307512,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6a5c7980"
+                id="2daa2a92"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -307545,7 +307542,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6972f660"
+                id="ea530d3e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -307575,7 +307572,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0bef88ed"
+                id="0a374bac"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -307605,7 +307602,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0719ce62"
+                id="91714d63"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -307635,7 +307632,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7b4c1104"
+                id="2b65c5bd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -307665,7 +307662,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7302d9cf"
+                id="10b01879"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -307695,7 +307692,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4d1d5496"
+                id="20a68fdb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -307725,7 +307722,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="28936736"
+                id="20d8a583"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -307755,7 +307752,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d79e8fb4"
+                id="a415a4f4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -307785,7 +307782,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1f88ef7e"
+                id="cd3e80a2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -307815,7 +307812,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5a8d0df8"
+                id="caead05e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -307845,7 +307842,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d95f4103"
+                id="40b89938"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -307875,7 +307872,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a274fcf4"
+                id="88bdd59f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -307905,7 +307902,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="31661064"
+                id="cb5b8b3f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -307935,7 +307932,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="78f21de0"
+                id="b18073b6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -307965,7 +307962,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="45e05bec"
+                id="7a657dc2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -307995,7 +307992,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="69da1e5c"
+                id="271ab8ef"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -308025,7 +308022,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="214a31d8"
+                id="25cd0448"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -308055,7 +308052,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="73378cba"
+                id="57f79674"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -308085,7 +308082,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="756fc143"
+                id="496db128"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -308115,7 +308112,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="dcb8d0c8"
+                id="abc5f14b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -308145,7 +308142,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="92d016f2"
+                id="bfa37c51"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -308175,7 +308172,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="468b25c3"
+                id="09569596"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -308205,7 +308202,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="444e2479"
+                id="4237d374"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -308235,7 +308232,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="05fa53a7"
+                id="70be6136"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -308265,7 +308262,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="913690ba"
+                id="ee7907e3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -308295,7 +308292,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d935045b"
+                id="a23979da"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -308325,7 +308322,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8b595b4e"
+                id="d4cbc6bb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -308355,7 +308352,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="98cf770c"
+                id="9798ead1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -308385,7 +308382,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="90a4996e"
+                id="63b87e35"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -308415,7 +308412,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9a976633"
+                id="5ae6cf30"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -308445,7 +308442,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4f9af6e5"
+                id="ae2a4864"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -308475,7 +308472,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fdfda938"
+                id="f18e428d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -308505,7 +308502,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a9b149f5"
+                id="e01a99d8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -308535,7 +308532,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="56773c18"
+                id="4a52aca7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -308565,7 +308562,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="095867ab"
+                id="c001b43d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -308595,7 +308592,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5982ec17"
+                id="640ba58e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -308625,7 +308622,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="31b611fd"
+                id="40e1f736"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -308659,7 +308656,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="713b4a52"
+                id="c4d32034"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -308687,7 +308684,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0e2e794a"
+                id="5d340185"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -308717,7 +308714,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="36c453ef"
+                id="4aa3cc03"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -308747,7 +308744,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f34fc136"
+                id="0736e7e4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -308777,7 +308774,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f3e9785f"
+                id="6346e424"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -308807,7 +308804,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cff7e954"
+                id="0f743fdc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -308837,7 +308834,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bf1ed1d9"
+                id="49527172"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -308867,7 +308864,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="83b2c339"
+                id="db2ea84d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -308897,7 +308894,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8d827b9b"
+                id="aded2499"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -308927,7 +308924,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2308f21f"
+                id="83ffa9bc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -308957,7 +308954,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7c52ed6f"
+                id="2cf60dcf"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -308987,7 +308984,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8cc2c31e"
+                id="42faf422"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -309017,7 +309014,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e1cb4ce0"
+                id="060d33cc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -309047,7 +309044,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="155c7bc2"
+                id="60823479"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -309077,7 +309074,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f5ded3ef"
+                id="92736895"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -309107,7 +309104,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1e241859"
+                id="e0a1c63a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -309137,7 +309134,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fb8a325f"
+                id="cffd0710"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -309167,7 +309164,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a4b8c8f0"
+                id="f5645bd7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -309197,7 +309194,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b34d6aa4"
+                id="2560c73c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -309227,7 +309224,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2e585fb2"
+                id="8a7190a2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -309257,7 +309254,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="808ce8ca"
+                id="5d324f1d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -309287,7 +309284,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d7c53652"
+                id="26fb7f53"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -309317,7 +309314,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9c1afee0"
+                id="62414fbb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -309347,7 +309344,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0e44d4b6"
+                id="5b78256c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -309377,7 +309374,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="24b883e5"
+                id="f0bb1bb0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -309407,7 +309404,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="32dd0798"
+                id="aa4a4074"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -309437,7 +309434,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8cb8bbc7"
+                id="480ac252"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -309467,7 +309464,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cb5ac176"
+                id="e290ecbb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -309497,7 +309494,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1e2c2ec1"
+                id="6025d2ae"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -309527,7 +309524,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e74bc8d0"
+                id="7788b636"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -309557,7 +309554,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="72b7b090"
+                id="5c4101df"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -309587,7 +309584,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="756cb443"
+                id="ece7b727"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -309617,7 +309614,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="169c4ae7"
+                id="b9c67fce"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -309647,7 +309644,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d98fbc15"
+                id="54e14151"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -309677,7 +309674,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="034d6ea9"
+                id="f6a88c5d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -309707,7 +309704,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2d820950"
+                id="764b0cff"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -309737,7 +309734,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9fcac976"
+                id="035b98c6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -309767,7 +309764,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0c0cd1a0"
+                id="5010d976"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -309797,7 +309794,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3bc6fb8b"
+                id="b7b40287"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -309827,7 +309824,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="81501322"
+                id="ec75268a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -309857,7 +309854,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d0d05566"
+                id="83c14bd3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -309887,7 +309884,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2be7244c"
+                id="e52d918e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -309917,7 +309914,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d22639f3"
+                id="9622a153"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -309947,7 +309944,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a97147e3"
+                id="26088482"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -309977,7 +309974,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8b0fb898"
+                id="fa4021af"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -310007,7 +310004,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7f124239"
+                id="444ace4c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -310037,7 +310034,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="98fa305c"
+                id="a152cf37"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -310067,7 +310064,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1e5ca0e9"
+                id="4a710b47"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -310097,7 +310094,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1e2bc71b"
+                id="ea02617e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -310127,7 +310124,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c652165e"
+                id="78afb5d3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -310157,7 +310154,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8188f1e1"
+                id="2ee0d636"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -310187,7 +310184,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e1142148"
+                id="d5c92d72"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -310217,7 +310214,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1a825326"
+                id="2a5c1cee"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -310247,7 +310244,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="16d3742e"
+                id="0d4b68bb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -310277,7 +310274,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="138db658"
+                id="ded3ad86"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -310307,7 +310304,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1b1e647b"
+                id="e35ad448"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -310337,7 +310334,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="76f52111"
+                id="75dbf80b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -310367,7 +310364,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d622e42e"
+                id="25a7bb30"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -310397,7 +310394,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fcb36874"
+                id="eeb84bd1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -310427,7 +310424,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4ad0b49b"
+                id="04a7279d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -310457,7 +310454,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a643a77b"
+                id="bf5aba81"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -310487,7 +310484,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9d6ca5b3"
+                id="7fb1dbdb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -310517,7 +310514,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1fb585d5"
+                id="6324c010"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -310551,7 +310548,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="867a3329"
+                id="92687f53"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -310579,7 +310576,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d544cc08"
+                id="d4b8533d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -310609,7 +310606,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3403a351"
+                id="4192da79"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -310639,7 +310636,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ace025a9"
+                id="854aa2af"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -310669,7 +310666,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5fa0ea39"
+                id="6ff8775b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -310699,7 +310696,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="77c3c9ff"
+                id="6b73d908"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -310729,7 +310726,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b1352eed"
+                id="ba5dbd9b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -310759,7 +310756,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="edea6e1c"
+                id="d870fa7f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -310789,7 +310786,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="68fcb8a3"
+                id="e41a2927"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -310819,7 +310816,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1bea0d22"
+                id="189c2656"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -310849,7 +310846,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="349129e2"
+                id="e09e853b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -310879,7 +310876,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="98f9a700"
+                id="eefb9dfe"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -310909,7 +310906,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="61d5a1fc"
+                id="3f95951c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -310939,7 +310936,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="89e85842"
+                id="4db7c120"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -310969,7 +310966,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4aa5c9cb"
+                id="e6f1e0ad"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -310999,7 +310996,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a4da807b"
+                id="264e5b82"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -311029,7 +311026,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0b263828"
+                id="153165f9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -311059,7 +311056,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b76440f7"
+                id="8595fc47"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -311089,7 +311086,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="01867236"
+                id="655d8410"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -311119,7 +311116,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5221921d"
+                id="8fd21ded"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -311149,7 +311146,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="55589685"
+                id="6bfd6574"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -311179,7 +311176,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="070af7c5"
+                id="f3667deb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -311209,7 +311206,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b7f6aa83"
+                id="333074ee"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -311239,7 +311236,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c031d8ba"
+                id="457ea644"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -311269,7 +311266,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cad40d1b"
+                id="f12d742f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -311299,7 +311296,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a2f497ef"
+                id="f94d760e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -311329,7 +311326,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b3e30a1c"
+                id="927c324a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -311359,7 +311356,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ac257369"
+                id="9776132b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -311389,7 +311386,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1e96fc02"
+                id="bbb02434"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -311419,7 +311416,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="21efe13d"
+                id="5608f730"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -311449,7 +311446,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fc5f62de"
+                id="f8d875a9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -311479,7 +311476,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a17fe829"
+                id="27ac15fe"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -311509,7 +311506,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3a20db27"
+                id="3088d58d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -311539,7 +311536,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="260ebf83"
+                id="26ade623"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -311569,7 +311566,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7319c6d6"
+                id="350bccdd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -311599,7 +311596,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ba2674bd"
+                id="54a91b1a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -311629,7 +311626,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="52d8a330"
+                id="b664da70"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -311659,7 +311656,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a361635e"
+                id="0a4a0438"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -311689,7 +311686,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="33e1a917"
+                id="66759add"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -311719,7 +311716,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2fd4a88b"
+                id="4bfe64a1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -311749,7 +311746,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="66f82e97"
+                id="b0c3dca1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -311779,7 +311776,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b577334f"
+                id="c80afddb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -311809,7 +311806,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="af55ae53"
+                id="a3b49548"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -311839,7 +311836,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6f3c546b"
+                id="36fe9344"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -311869,7 +311866,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="54848aa0"
+                id="b7a9b659"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -311899,7 +311896,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3e031253"
+                id="66f5aa1f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -311929,7 +311926,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b7986eb5"
+                id="beb421a2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -311959,7 +311956,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c7e74509"
+                id="c12ee26d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -311989,7 +311986,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b812dc87"
+                id="78ed816d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -312019,7 +312016,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bd11dd14"
+                id="19b79796"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -312049,7 +312046,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f0b99da0"
+                id="ef5c34d9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -312079,7 +312076,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4ee83f0d"
+                id="f359e61e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -312109,7 +312106,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3d74ecc5"
+                id="da7b6fa5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -312139,7 +312136,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="04589759"
+                id="65d60c96"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -312169,7 +312166,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a82e9adb"
+                id="d2ebdf2f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -312199,7 +312196,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="448eb8b6"
+                id="66cac2cc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -312229,7 +312226,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fad6e59a"
+                id="eb96cdb2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -312259,7 +312256,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="40298fd0"
+                id="13ad6a57"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -312289,7 +312286,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fa7f96ca"
+                id="fcfe4890"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -312319,7 +312316,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="400c3936"
+                id="e6e8a809"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -312349,7 +312346,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a5fe3b2a"
+                id="f0db3861"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -312379,7 +312376,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="68a243ae"
+                id="d254aca3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -312409,7 +312406,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d9c6f115"
+                id="d11be014"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -313083,7 +313080,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="c011ed6c"
+                id="ed98b4c6"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -313111,7 +313108,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4edfc898"
+                id="1b3a82fe"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -313141,7 +313138,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cb13ce95"
+                id="1c4469a1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -313171,7 +313168,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7e4bbc20"
+                id="abe85160"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -313201,7 +313198,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="201dba2a"
+                id="08ddf3d3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -313231,7 +313228,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="40ed2d91"
+                id="f3aa4452"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -313261,7 +313258,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="533f98bd"
+                id="a60eb147"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -313291,7 +313288,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="dc12c93f"
+                id="e2fe6519"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -313321,7 +313318,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6e3d4343"
+                id="e6fc0552"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -313351,7 +313348,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4f1c8f79"
+                id="152ffaa0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -313381,7 +313378,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="188d0f85"
+                id="27f31512"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -313411,7 +313408,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ac2ef0b3"
+                id="e48a02a7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -313441,7 +313438,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="df51d6bf"
+                id="55d5f5b9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -313471,7 +313468,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4e0b9abe"
+                id="e958b48f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -313501,7 +313498,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2ec23498"
+                id="ba8b734a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -313531,7 +313528,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fea76a6e"
+                id="804e927e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -313561,7 +313558,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="176b9ae3"
+                id="103b697f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -313591,7 +313588,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8bf79f67"
+                id="99c0cf77"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -313621,7 +313618,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ec056f94"
+                id="d42a80e1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -313651,7 +313648,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="aa59b1f4"
+                id="63e656bd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -313681,7 +313678,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cc432fe3"
+                id="a5efc312"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -313711,7 +313708,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ef630343"
+                id="da6f1de9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -313741,7 +313738,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0a3533ce"
+                id="9c61446d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -313771,7 +313768,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ae27d0db"
+                id="9507c817"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -313801,7 +313798,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bf27cfc7"
+                id="61e5041d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -313831,7 +313828,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="65f3ce8f"
+                id="cb3aabac"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -313861,7 +313858,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="037a9d56"
+                id="6df57051"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -313891,7 +313888,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5cecda32"
+                id="547d5222"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -313921,7 +313918,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="08bb81eb"
+                id="bac491bc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -313951,7 +313948,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="80efc83a"
+                id="a2280890"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -313981,7 +313978,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="21876f98"
+                id="5a0235c9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -314011,7 +314008,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="49b7baa9"
+                id="9888ccdf"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -314041,7 +314038,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c9e23d22"
+                id="fae15ff6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -314071,7 +314068,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d94df930"
+                id="f286951d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -314101,7 +314098,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0a24ff91"
+                id="4d197544"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -314131,7 +314128,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7d95d984"
+                id="fde09a6a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -314161,7 +314158,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c45f3589"
+                id="8b9a981f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -314191,7 +314188,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8db28d14"
+                id="12bf1e9d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -314221,7 +314218,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0810ff1e"
+                id="dcc2475d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -314251,7 +314248,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="571002ed"
+                id="c41c6f04"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -314281,7 +314278,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fdaa1d66"
+                id="c59f010e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -314311,7 +314308,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5b5158da"
+                id="fb918776"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -314341,7 +314338,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d44f6bbf"
+                id="65b008c5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -314371,7 +314368,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0e9932f5"
+                id="a67f2f20"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -314401,7 +314398,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="353128fe"
+                id="1bcec065"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -314431,7 +314428,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cc84d64c"
+                id="ce76bc6f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -314461,7 +314458,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="681178fa"
+                id="7e26e557"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -314491,7 +314488,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ff286634"
+                id="2b3e6336"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -314521,7 +314518,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1dab652e"
+                id="0cb7dfb0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -314551,7 +314548,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7af98a06"
+                id="9bc92e0d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -314581,7 +314578,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="17fc0c62"
+                id="c8c55876"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -314611,7 +314608,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fc375706"
+                id="476f4b04"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -314641,7 +314638,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bbab7c94"
+                id="072b9bd9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -314671,7 +314668,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b2b5d27b"
+                id="0f9ce1b9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -314701,7 +314698,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="85c9a0ea"
+                id="25388f5d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -314731,7 +314728,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9b72e90b"
+                id="d04b9ea0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -314761,7 +314758,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="28bb6c56"
+                id="dffef962"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -314791,7 +314788,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b48bdd3e"
+                id="97472d6d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -314821,7 +314818,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="10f18ed8"
+                id="92b591dc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -314851,7 +314848,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0a1ca3f5"
+                id="dd2aab5a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -314881,7 +314878,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="563123b9"
+                id="fc117a04"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -314911,7 +314908,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c629dff4"
+                id="00b71c46"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -314941,7 +314938,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cc7102d5"
+                id="be9bb529"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -314975,7 +314972,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="33f28ebd"
+                id="a5025039"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -315003,7 +315000,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d098e521"
+                id="5d2bc918"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -315033,7 +315030,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6ad9cc8d"
+                id="0d710212"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -315063,7 +315060,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e1681713"
+                id="4beaca2d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -315093,7 +315090,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1e45fbd8"
+                id="b6d5c71e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -315123,7 +315120,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8be83899"
+                id="3f90d2fe"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -315153,7 +315150,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6b1396c9"
+                id="2d7383e4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -315183,7 +315180,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="17e44c86"
+                id="de941f7c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -315213,7 +315210,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0ea362c6"
+                id="379b6464"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -315243,7 +315240,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bdec670b"
+                id="ddb7fbc4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -315273,7 +315270,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f8658cf5"
+                id="96906732"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -315303,7 +315300,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a3351866"
+                id="09412783"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -315333,7 +315330,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4144a167"
+                id="d506de0a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -315363,7 +315360,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="acca50a9"
+                id="cd847e60"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -315393,7 +315390,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fc8b6841"
+                id="ca58db97"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -315423,7 +315420,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1a274545"
+                id="c21bae13"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -315453,7 +315450,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="32486d87"
+                id="4b34e455"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -315483,7 +315480,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b63ce8ac"
+                id="0f506c25"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -315513,7 +315510,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0120d7c6"
+                id="63b9e02e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -315543,7 +315540,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bdbc5367"
+                id="4a1f0bb6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -315573,7 +315570,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c1c37dd0"
+                id="42df8e52"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -315603,7 +315600,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e015845b"
+                id="63f12a5a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -315633,7 +315630,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2777b773"
+                id="7d5dc4b8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -315663,7 +315660,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="539fbc4f"
+                id="4a652561"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -315693,7 +315690,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1b644bd0"
+                id="08f340ce"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -315723,7 +315720,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="407e1c90"
+                id="cb18a53d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -315753,7 +315750,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9dd904af"
+                id="4d7e7683"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -315783,7 +315780,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="dcac93d4"
+                id="ec09d305"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -315813,7 +315810,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a90d205c"
+                id="011e426d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -315843,7 +315840,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7189b204"
+                id="dec4c445"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -315873,7 +315870,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bc528199"
+                id="383a3277"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -315903,7 +315900,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="77e2dc76"
+                id="d7ccd81d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -315933,7 +315930,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9b176d32"
+                id="9b5251ba"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -315963,7 +315960,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="77d6fdaa"
+                id="6bf74685"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -315993,7 +315990,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="69d1bbed"
+                id="79208358"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -316023,7 +316020,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d54c0e73"
+                id="ae72f407"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -316053,7 +316050,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="70cfb592"
+                id="31872b53"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -316083,7 +316080,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="66530307"
+                id="c9f7955a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -316113,7 +316110,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a89f77c0"
+                id="127773cd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -316143,7 +316140,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4f9bbecb"
+                id="390d727b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -316173,7 +316170,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9be26fbd"
+                id="92b2ec06"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -316203,7 +316200,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c14d794f"
+                id="e632fb2b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -316233,7 +316230,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8cbb3929"
+                id="e92e46b2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -316263,7 +316260,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6ee1687e"
+                id="e2da1634"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -316293,7 +316290,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5cd47369"
+                id="b94d42cd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -316323,7 +316320,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0a730600"
+                id="50b795b6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -316353,7 +316350,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="33719b1c"
+                id="b4231a8e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -316383,7 +316380,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8dd0fc4b"
+                id="7fc51513"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -316413,7 +316410,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1f138474"
+                id="c0db359a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -316443,7 +316440,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cb7ceed6"
+                id="21ab0f5c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -316473,7 +316470,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0383e8b5"
+                id="efbdd509"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -316503,7 +316500,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f8536beb"
+                id="01c37f30"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -316533,7 +316530,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0c4bfefc"
+                id="649184ea"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -316563,7 +316560,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="42b75e4a"
+                id="a0b0fe50"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -316593,7 +316590,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bb89d0ea"
+                id="8c8bf24f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -316623,7 +316620,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f3cfc85c"
+                id="f09635c1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -316653,7 +316650,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9a9ace4b"
+                id="31614f78"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -316683,7 +316680,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d9519c0f"
+                id="b79fc935"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -316713,7 +316710,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="67d749f5"
+                id="41a441f3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -316743,7 +316740,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7bdef3c4"
+                id="ff45428a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -316773,7 +316770,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a15fdadb"
+                id="f3ed2b92"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -316803,7 +316800,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="863800cd"
+                id="4989da2c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -316833,7 +316830,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b5e15fd2"
+                id="230dd560"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -316867,7 +316864,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="8a1f4c91"
+                id="869e6e79"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -316895,7 +316892,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d261cbe1"
+                id="29567a96"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -316925,7 +316922,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="33b12f53"
+                id="d2e72f0e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -316955,7 +316952,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="09de773d"
+                id="68470db7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -316985,7 +316982,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c63a2855"
+                id="b4a1009f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -317015,7 +317012,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="54c4ac15"
+                id="88483c45"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -317045,7 +317042,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ac6e1689"
+                id="aab53198"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -317075,7 +317072,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="153e8c2e"
+                id="49d40eff"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -317105,7 +317102,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9f4fb784"
+                id="f20e07d4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -317135,7 +317132,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="70fc99d6"
+                id="aad57c38"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -317165,7 +317162,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d49ba6be"
+                id="834deb14"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -317195,7 +317192,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="89da0095"
+                id="d11e5c4a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -317225,7 +317222,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0e79146e"
+                id="85a0201f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -317255,7 +317252,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5d54b365"
+                id="c239f510"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -317285,7 +317282,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c4de2de0"
+                id="5e2de823"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -317315,7 +317312,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1ff36550"
+                id="16ad2e57"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -317345,7 +317342,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="be891b4d"
+                id="48fc1042"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -317375,7 +317372,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="30598e1f"
+                id="512cae37"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -317405,7 +317402,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7e37ceb6"
+                id="2203362b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -317435,7 +317432,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ca922544"
+                id="f27c4dc7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -317465,7 +317462,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e4138f48"
+                id="b29cb157"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -317495,7 +317492,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4d974cb9"
+                id="9c38576f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -317525,7 +317522,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4c68e5c5"
+                id="c9d2b80f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -317555,7 +317552,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f5013cb8"
+                id="b5235ce0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -317585,7 +317582,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d6bb1c76"
+                id="827ca1ea"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -317615,7 +317612,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d32619cb"
+                id="05552002"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -317645,7 +317642,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bf591f8a"
+                id="04a06c5e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -317675,7 +317672,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b1bc685f"
+                id="bc5ac87a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -317705,7 +317702,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bec395f5"
+                id="b2d47834"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -317735,7 +317732,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="af6c8134"
+                id="371b0ddb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -317765,7 +317762,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e6ead070"
+                id="48b2eb8c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -317795,7 +317792,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5ee083c4"
+                id="96a96078"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -317825,7 +317822,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8ae56528"
+                id="547a7cbf"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -317855,7 +317852,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="19df751e"
+                id="f5c3b572"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -317885,7 +317882,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="52dcb482"
+                id="17224955"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -317915,7 +317912,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1e920a6e"
+                id="79419970"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -317945,7 +317942,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0f775900"
+                id="d398f882"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -317975,7 +317972,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="de4410a9"
+                id="e8100e15"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -318005,7 +318002,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="df792ed0"
+                id="99e5bd69"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -318035,7 +318032,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8feee456"
+                id="2b175f3e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -318065,7 +318062,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="81a6f2eb"
+                id="0560eaf9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -318095,7 +318092,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="52f6dc8e"
+                id="6250ee65"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -318125,7 +318122,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8a196a01"
+                id="1c244f4f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -318155,7 +318152,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="090a374d"
+                id="7ad5f817"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -318185,7 +318182,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8f6b4a2a"
+                id="ca0a3d85"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -318215,7 +318212,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3022f263"
+                id="ed54ad7a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -318245,7 +318242,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="428f7632"
+                id="2c9609f9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -318275,7 +318272,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3b8bfebe"
+                id="9399fccc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -318305,7 +318302,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fd665c6d"
+                id="8d390f9e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -318335,7 +318332,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cbe1e040"
+                id="358cbe79"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -318365,7 +318362,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="32e0c281"
+                id="d8f1084f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -318395,7 +318392,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8ca2fea3"
+                id="e6684236"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -318425,7 +318422,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="37ace5d7"
+                id="3ce6c50f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -318455,7 +318452,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="67be149d"
+                id="cc5669c2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -318485,7 +318482,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="86b8b3c4"
+                id="2432472a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -318515,7 +318512,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="007b0bd3"
+                id="92c5ab3d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -318545,7 +318542,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="69b3d961"
+                id="1de09b98"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -318575,7 +318572,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="343086dc"
+                id="f7f15925"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -318605,7 +318602,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fcadc78f"
+                id="5e94bb68"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -318635,7 +318632,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b946fcb4"
+                id="5558509f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -318665,7 +318662,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5ae5b778"
+                id="d7b2f133"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -318695,7 +318692,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9b1ee5d7"
+                id="e48bb7e0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -318725,7 +318722,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="07591198"
+                id="c8bb1c70"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -318759,7 +318756,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="a25b6ccf"
+                id="28a5e349"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -318787,7 +318784,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="298e2ad5"
+                id="6062fdf9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -318817,7 +318814,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1a5e509b"
+                id="755d9f0b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -318847,7 +318844,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9a704102"
+                id="2cc4d01e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -318877,7 +318874,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="222f61d6"
+                id="ee04d269"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -318907,7 +318904,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="47f8f776"
+                id="91aee5dd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -318937,7 +318934,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3f65e1de"
+                id="02c25eff"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -318967,7 +318964,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="9595344c"
+                id="e7a1c6bc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -318997,7 +318994,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fc1af932"
+                id="226f68de"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -319027,7 +319024,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="17518b9e"
+                id="eb293cc5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -319057,7 +319054,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fe352904"
+                id="d4d12ca8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -319087,7 +319084,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b8500f30"
+                id="f3a97a53"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -319117,7 +319114,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="759c8291"
+                id="019f72d8"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -319147,7 +319144,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="19125ecf"
+                id="7b4d80b5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -319177,7 +319174,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8b93dfcd"
+                id="9bf991bd"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -319207,7 +319204,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="df62bf98"
+                id="3f3697d1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -319237,7 +319234,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="68f0be55"
+                id="fcf69f3a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -319267,7 +319264,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="be5df964"
+                id="f1a38833"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -319297,7 +319294,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3ebd33f7"
+                id="d62eddd5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -319327,7 +319324,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="14b69b01"
+                id="e41a6317"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -319357,7 +319354,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fb8bce11"
+                id="6e1df2a0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -319387,7 +319384,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="79163ead"
+                id="6c995549"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -319417,7 +319414,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2cab25b6"
+                id="9809ffcb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -319447,7 +319444,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7abe04a7"
+                id="009f0d14"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -319477,7 +319474,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="56ec69d5"
+                id="4714e0b3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -319507,7 +319504,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0f44f2ae"
+                id="d90e307b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -319537,7 +319534,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="551fb0c1"
+                id="0544ce39"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -319567,7 +319564,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d75556f6"
+                id="d7ca2016"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -319597,7 +319594,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4925ac37"
+                id="62d8f5ec"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -319627,7 +319624,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2bd024ea"
+                id="f95ea16a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -319657,7 +319654,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a25bd535"
+                id="fbb75e75"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -319687,7 +319684,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="371929e0"
+                id="bc93c92d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -319717,7 +319714,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c14339bf"
+                id="4db0ee00"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -319747,7 +319744,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="099eb5a5"
+                id="af6e280d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -319777,7 +319774,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f790a658"
+                id="a69c2a1a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -319807,7 +319804,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="853f852b"
+                id="7e4f2d84"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -319837,7 +319834,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="856cd06d"
+                id="5f9d96bb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -319867,7 +319864,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0319cc2c"
+                id="e29bdd1c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -319897,7 +319894,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="386c2888"
+                id="ff0af24c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -319927,7 +319924,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6739debb"
+                id="b5c5a91a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -319957,7 +319954,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0489209b"
+                id="4b7a79a2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -319987,7 +319984,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="cea74359"
+                id="69dce232"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -320017,7 +320014,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3b64966b"
+                id="befe64db"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -320047,7 +320044,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5339296c"
+                id="8e4c0577"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -320077,7 +320074,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="eae23c1e"
+                id="a683185d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -320107,7 +320104,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c3fa4b89"
+                id="ceaff199"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -320137,7 +320134,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="24e481db"
+                id="f6eee41d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -320167,7 +320164,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="b6aa2087"
+                id="dc3f8ee3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -320197,7 +320194,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="965ef678"
+                id="4e7bfdb5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -320227,7 +320224,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a4045a78"
+                id="91a4700a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -320257,7 +320254,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="70c6060a"
+                id="4c3bcfcf"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -320287,7 +320284,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0ca64c81"
+                id="e09c4fc2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -320317,7 +320314,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="25e94d36"
+                id="44b7dc6b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -320347,7 +320344,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="64793a72"
+                id="05b24294"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -320377,7 +320374,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8e8d4ff9"
+                id="b32151c1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -320407,7 +320404,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e2feb872"
+                id="34885497"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -320437,7 +320434,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a6adc363"
+                id="8724065a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -320467,7 +320464,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0a2605a4"
+                id="2b8209ca"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -320497,7 +320494,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a087c957"
+                id="d72327d7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -320527,7 +320524,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4f0ea6eb"
+                id="9ede7afb"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -320557,7 +320554,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="29e40889"
+                id="c90111e4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -320587,7 +320584,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="1c656af9"
+                id="653e473f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -320617,7 +320614,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0070756d"
+                id="0e9d0f9c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -320651,7 +320648,7 @@ <h2>Please enable javascript</h2>
 
 
                 <th
-                id="1d79f4ad"
+                id="ae2bac66"
                 class="table-cell ellided-short clickable"
 
                 data-role="index-level-value"
@@ -320679,7 +320676,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="8eea1065"
+                id="f36d3a34"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -320709,7 +320706,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e4bef22a"
+                id="aba7cb5a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -320739,7 +320736,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a97dbb6c"
+                id="cbf1b7fc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -320769,7 +320766,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="68ecfa40"
+                id="79a08cd0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -320799,7 +320796,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="c5f00163"
+                id="a9a310c1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -320829,7 +320826,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6a3dedba"
+                id="d45e713a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -320859,7 +320856,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f408cecb"
+                id="bb22978d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -320889,7 +320886,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4d4e78a9"
+                id="26f5d341"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -320919,7 +320916,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="682776b2"
+                id="86829d0e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -320949,7 +320946,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4b793993"
+                id="73bd0802"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -320979,7 +320976,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ca1bee27"
+                id="3279c608"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -321009,7 +321006,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d41a6389"
+                id="f810282f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -321039,7 +321036,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f6820488"
+                id="c10e6af4"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -321069,7 +321066,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6eb233ea"
+                id="7f01da5d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -321099,7 +321096,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e55ff0aa"
+                id="3fdb040b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -321129,7 +321126,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="97adfd8b"
+                id="7aabb625"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -321159,7 +321156,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2f6a989a"
+                id="dd1dbb6a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -321189,7 +321186,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="47a44e7c"
+                id="ad4742d9"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -321219,7 +321216,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="908a65d6"
+                id="1f9cd33d"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -321249,7 +321246,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3d7b3a4b"
+                id="a4ff969a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -321279,7 +321276,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="ddf452be"
+                id="b7467656"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -321309,7 +321306,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="faba7f37"
+                id="b5528161"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -321339,7 +321336,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fbfcc8e7"
+                id="718963f7"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -321369,7 +321366,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e49c63ff"
+                id="03cfc821"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -321399,7 +321396,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f403b96c"
+                id="48af7e5e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -321429,7 +321426,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="6fba1d97"
+                id="77c48de5"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -321459,7 +321456,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e3441832"
+                id="95a8122c"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -321489,7 +321486,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="eec12a7f"
+                id="01b0dfae"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -321519,7 +321516,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="16b0b056"
+                id="ea320c70"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -321549,7 +321546,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="81d46a18"
+                id="1dcebb02"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -321579,7 +321576,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="26eb9c00"
+                id="56a1fe9e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -321609,7 +321606,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fbf8e3ef"
+                id="36e776e3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -321639,7 +321636,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="fcf1c52f"
+                id="a08989dc"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -321669,7 +321666,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="aa700ab8"
+                id="3d0e5bc1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -321699,7 +321696,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="86ff8ca4"
+                id="8e03bb16"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -321729,7 +321726,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="2bbb1b79"
+                id="412126ce"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -321759,7 +321756,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f22c52c2"
+                id="b661d637"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -321789,7 +321786,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="20093475"
+                id="74284c2b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -321819,7 +321816,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="d4fb61f1"
+                id="19ffc810"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -321849,7 +321846,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7542f465"
+                id="8e3bc479"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -321879,7 +321876,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e4449802"
+                id="be391f52"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -321909,7 +321906,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="14330e14"
+                id="4f5643c2"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -321939,7 +321936,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="90af560b"
+                id="8c62b081"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -321969,7 +321966,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="409e0728"
+                id="1b9b3b76"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -321999,7 +321996,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="567475ad"
+                id="04add53f"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -322029,7 +322026,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bb1f774c"
+                id="05513891"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -322059,7 +322056,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0610fa88"
+                id="97aa36a0"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -322089,7 +322086,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="895adf15"
+                id="68d636c3"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -322119,7 +322116,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4b43ea69"
+                id="35afa08b"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -322149,7 +322146,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="f31d4795"
+                id="799be360"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -322179,7 +322176,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="a71177c8"
+                id="085cc927"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -322209,7 +322206,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="3589e931"
+                id="9d0188ce"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -322239,7 +322236,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="896cc28e"
+                id="062b3dea"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -322269,7 +322266,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="22ec6e7d"
+                id="70b548e1"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -322299,7 +322296,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="91bc1d58"
+                id="02e14e65"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -322329,7 +322326,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="0dfbc2d0"
+                id="7d82fa19"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -322359,7 +322356,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="4a02f13c"
+                id="d086ae7e"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -322389,7 +322386,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="e4a3ef5a"
+                id="3920bc29"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -322419,7 +322416,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="7e41a59b"
+                id="10523b5a"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -322449,7 +322446,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="77e09f3c"
+                id="02b9d973"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -322479,7 +322476,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="5969b185"
+                id="d60a5bbe"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -322509,7 +322506,7 @@ <h2>Please enable javascript</h2>
 
 
                 <td
-                id="bd9b18fb"
+                id="b5bf7bd6"
                 class="table-cell ellided-short clickable"
 
                 data-role="dataframe-data"
@@ -322660,7 +322657,7 @@ <h3 class="margin-r-m">
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    <cc:Work>
     <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
-    <dc:date>2024-12-11T19:21:31.119439</dc:date>
+    <dc:date>2024-12-11T19:32:09.457267</dc:date>
     <dc:format>image/svg+xml</dc:format>
     <dc:creator>
      <cc:Agent>
@@ -322689,7 +322686,7 @@ <h3 class="margin-r-m">
 L 59.286364 11.091644
 L 46.195455 11.091644
 z
-" clip-path="url(#pedff67bb1d)" style="fill: #1f77b4"/>
+" clip-path="url(#pccc5f7cd44)" style="fill: #1f77b4"/>
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    <g id="patch_3">
     <path d="M 59.286364 79.2
@@ -322697,7 +322694,7 @@ <h3 class="margin-r-m">
 L 72.377273 10.628571
 L 59.286364 10.628571
 z
-" clip-path="url(#pedff67bb1d)" style="fill: #1f77b4"/>
+" clip-path="url(#pccc5f7cd44)" style="fill: #1f77b4"/>
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    <g id="patch_4">
     <path d="M 72.377273 79.2
@@ -322705,7 +322702,7 @@ <h3 class="margin-r-m">
 L 85.468182 10.81233
 L 72.377273 10.81233
 z
-" clip-path="url(#pedff67bb1d)" style="fill: #1f77b4"/>
+" clip-path="url(#pccc5f7cd44)" style="fill: #1f77b4"/>
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    <g id="patch_5">
     <path d="M 85.468182 79.2
@@ -322713,7 +322710,7 @@ <h3 class="margin-r-m">
 L 98.559091 11.084293
 L 85.468182 11.084293
 z
-" clip-path="url(#pedff67bb1d)" style="fill: #1f77b4"/>
+" clip-path="url(#pccc5f7cd44)" style="fill: #1f77b4"/>
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    <g id="patch_6">
     <path d="M 98.559091 79.2
@@ -322721,7 +322718,7 @@ <h3 class="margin-r-m">
 L 111.65 11.179848
 L 98.559091 11.179848
 z
-" clip-path="url(#pedff67bb1d)" style="fill: #1f77b4"/>
+" clip-path="url(#pccc5f7cd44)" style="fill: #1f77b4"/>
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    <g id="patch_7">
     <path d="M 111.65 79.2
@@ -322729,7 +322726,7 @@ <h3 class="margin-r-m">
 L 124.740909 11.209249
 L 111.65 11.209249
 z
-" clip-path="url(#pedff67bb1d)" style="fill: #1f77b4"/>
+" clip-path="url(#pccc5f7cd44)" style="fill: #1f77b4"/>
    </g>
    <g id="patch_8">
     <path d="M 124.740909 79.2
@@ -322737,7 +322734,7 @@ <h3 class="margin-r-m">
 L 137.831818 10.900534
 L 124.740909 10.900534
 z
-" clip-path="url(#pedff67bb1d)" style="fill: #1f77b4"/>
+" clip-path="url(#pccc5f7cd44)" style="fill: #1f77b4"/>
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    <g id="patch_9">
     <path d="M 137.831818 79.2
@@ -322745,7 +322742,7 @@ <h3 class="margin-r-m">
 L 150.922727 11.062242
 L 137.831818 11.062242
 z
-" clip-path="url(#pedff67bb1d)" style="fill: #1f77b4"/>
+" clip-path="url(#pccc5f7cd44)" style="fill: #1f77b4"/>
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    <g id="patch_10">
     <path d="M 150.922727 79.2
@@ -322753,7 +322750,7 @@ <h3 class="margin-r-m">
 L 164.013636 11.128395
 L 150.922727 11.128395
 z
-" clip-path="url(#pedff67bb1d)" style="fill: #1f77b4"/>
+" clip-path="url(#pccc5f7cd44)" style="fill: #1f77b4"/>
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    <g id="patch_11">
     <path d="M 164.013636 79.2
@@ -322761,18 +322758,18 @@ <h3 class="margin-r-m">
 L 177.104545 10.863783
 L 164.013636 10.863783
 z
-" clip-path="url(#pedff67bb1d)" style="fill: #1f77b4"/>
+" clip-path="url(#pccc5f7cd44)" style="fill: #1f77b4"/>
    </g>
    <g id="matplotlib.axis_1">
     <g id="xtick_1">
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-       <path id="m8bc1043dee" d="M 0 0
+       <path id="mdd31cad8ba" d="M 0 0
 L 0 3.5
 " style="stroke: #000000; stroke-width: 0.8"/>
       </defs>
       <g>
-       <use xlink:href="#m8bc1043dee" x="46.195455" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mdd31cad8ba" x="46.195455" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
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      </g>
      <g id="text_1">
@@ -322782,7 +322779,7 @@ <h3 class="margin-r-m">
     <g id="xtick_2">
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       <g>
-       <use xlink:href="#m8bc1043dee" x="102.629084" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mdd31cad8ba" x="102.629084" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
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      </g>
      <g id="text_2">
@@ -322792,7 +322789,7 @@ <h3 class="margin-r-m">
     <g id="xtick_3">
      <g id="line2d_3">
       <g>
-       <use xlink:href="#m8bc1043dee" x="159.062714" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mdd31cad8ba" x="159.062714" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
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 L 98.376106 85.808527
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 L 111.467091 75.382815
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 L 124.557992 84.866098
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 L 137.648894 85.946654
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-    <dc:date>2024-12-11T19:21:35.981748</dc:date>
+    <dc:date>2024-12-11T19:32:14.708508</dc:date>
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 L 46.0125 18.227009
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 L 59.103401 55.441541
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 L 72.194332 58.84444
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 L 85.285233 57.412824
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 L 98.376134 74.841442
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 L 111.467034 85.151329
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 L 124.557966 85.110105
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 L 137.648866 86.798438
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@@ -361564,7 +361561,7 @@ <h3 class="margin-r-m">
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 L 150.739767 86.796564
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-" clip-path="url(#p34f5d00d78)" style="fill: #1f77b4"/>
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 L 163.830699 86.796564
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@@ -361600,7 +361597,7 @@ <h3 class="margin-r-m">
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@@ -361651,7 +361648,7 @@ <h3 class="margin-r-m">
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@@ -361669,7 +361666,7 @@ <h3 class="margin-r-m">
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-  <clipPath id="p34f5d00d78">
+  <clipPath id="p3db884b74f">
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@@ -361716,189 +361713,202 @@ <h3 class="margin-r-m">
         <tbody>
 
             <tr>
-                <td class="ellided">model_11_min</td>
-                <td class="ellided">model_28_min</td>
+                <td class="ellided">model_19_min</td>
+                <td class="ellided">model_21_min</td>
                 <td
 
                     class="critical">
-                    0.975
+                    1.00
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">model_00_min</td>
-                <td class="ellided">model_22_min</td>
+                <td class="ellided">model_02_min</td>
+                <td class="ellided">model_21_min</td>
                 <td
 
                     class="critical">
-                    0.967
+                    1.00
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">model_14_min</td>
-                <td class="ellided">model_23_min</td>
+                <td class="ellided">model_01_min</td>
+                <td class="ellided">model_21_min</td>
                 <td
 
                     class="critical">
-                    0.935
+                    1.00
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">model_11_min</td>
-                <td class="ellided">model_15_min</td>
+                <td class="ellided">model_14_min</td>
+                <td class="ellided">model_21_min</td>
                 <td
 
                     class="critical">
-                    0.913
+                    1.00
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">model_00_min</td>
-                <td class="ellided">model_23_min</td>
+                <td class="ellided">model_10_min</td>
+                <td class="ellided">model_21_min</td>
                 <td
 
                     class="critical">
-                    0.910
+                    1.00
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">model_17_min</td>
-                <td class="ellided">model_22_min</td>
+                <td class="ellided">model_00_min</td>
+                <td class="ellided">model_21_min</td>
                 <td
 
                     class="critical">
-                    0.910
+                    1.00
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">model_11_min</td>
-                <td class="ellided">model_26_min</td>
+                <td class="ellided">model_07_min</td>
+                <td class="ellided">model_21_min</td>
                 <td
 
                     class="critical">
-                    0.903
+                    1.00
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">model_20_min</td>
-                <td class="ellided">model_23_min</td>
+                <td class="ellided">model_08_min</td>
+                <td class="ellided">model_21_min</td>
                 <td
-                    >
-                    0.878
+
+                    class="critical">
+                    1.00
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">model_15_min</td>
-                <td class="ellided">model_28_min</td>
+                <td class="ellided">model_16_min</td>
+                <td class="ellided">model_21_min</td>
                 <td
-                    >
-                    0.877
+
+                    class="critical">
+                    1.00
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">model_11_min</td>
-                <td class="ellided">model_27_min</td>
+                <td class="ellided">model_21_min</td>
+                <td class="ellided">model_23_min</td>
                 <td
-                    >
-                    0.874
+
+                    class="critical">
+                    1.00
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">model_01_min</td>
                 <td class="ellided">model_21_min</td>
+                <td class="ellided">model_27_min</td>
                 <td
-                    >
-                    0.866
+
+                    class="critical">
+                    1.00
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">model_07_min</td>
-                <td class="ellided">model_22_min</td>
+                <td class="ellided">model_21_min</td>
+                <td class="ellided">model_26_min</td>
                 <td
-                    >
-                    0.863
+
+                    class="critical">
+                    1.00
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">model_07_min</td>
-                <td class="ellided">model_11_min</td>
+                <td class="ellided">model_21_min</td>
+                <td class="ellided">model_29_min</td>
                 <td
-                    >
-                    0.859
+
+                    class="critical">
+                    1.00
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">model_07_min</td>
-                <td class="ellided">model_19_min</td>
+                <td class="ellided">model_21_min</td>
+                <td class="ellided">model_22_min</td>
                 <td
-                    >
-                    0.853
+
+                    class="critical">
+                    1.00
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">model_15_min</td>
-                <td class="ellided">model_27_min</td>
+                <td class="ellided">model_20_min</td>
+                <td class="ellided">model_21_min</td>
                 <td
-                    >
-                    0.851
+
+                    class="critical">
+                    1.00
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">model_11_min</td>
-                <td class="ellided">model_24_min</td>
+                <td class="ellided">model_15_min</td>
+                <td class="ellided">model_21_min</td>
                 <td
-                    >
-                    0.839
+
+                    class="critical">
+                    1.00
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">model_15_min</td>
-                <td class="ellided">model_29_min</td>
+                <td class="ellided">model_21_min</td>
+                <td class="ellided">model_28_min</td>
                 <td
-                    >
-                    0.838
+
+                    class="critical">
+                    1.00
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">model_17_min</td>
-                <td class="ellided">model_29_min</td>
+                <td class="ellided">model_00_min</td>
+                <td class="ellided">model_22_min</td>
                 <td
-                    >
-                    0.837
+
+                    class="critical">
+                    0.991
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">item_15_min</td>
-                <td class="ellided">item_29_min</td>
+                <td class="ellided">model_11_min</td>
+                <td class="ellided">model_28_min</td>
                 <td
-                    >
-                    0.829
+
+                    class="critical">
+                    0.982
                 </td>
             </tr>
 
             <tr>
-                <td class="ellided">model_00_min</td>
-                <td class="ellided">model_29_min</td>
+                <td class="ellided">model_11_min</td>
+                <td class="ellided">model_26_min</td>
                 <td
-                    >
-                    0.828
+
+                    class="critical">
+                    0.964
                 </td>
             </tr>
 
@@ -361924,7 +361934,7 @@ <h3 class="margin-r-m">
         </div>
     </template>
 
-    <skrub-table-report class="report" id="report_43405c26">
+    <skrub-table-report class="report" id="report_5ab12f3e">
     </skrub-table-report>
 
     <script type="module">
@@ -362955,7 +362965,7 @@ <h3 class="margin-r-m">
     </script>
 </div>
 
-<div id="report_43405c26-wrapper-fallback">
+<div id="report_5ab12f3e-wrapper-fallback">
     <h2>Please enable javascript</h2>
     <p>
         The skrub table reports need javascript to display correctly. If you are
@@ -362966,8 +362976,8 @@ <h2>Please enable javascript</h2>
 </div>
 
 <script>
- document.getElementById("report_43405c26-wrapper").removeAttribute("hidden");
- document.getElementById("report_43405c26-wrapper-fallback").setAttribute("hidden", "");
+ document.getElementById("report_5ab12f3e-wrapper").removeAttribute("hidden");
+ document.getElementById("report_5ab12f3e-wrapper-fallback").setAttribute("hidden", "");
 </script>
 </div>
 <br />
@@ -363518,16 +363528,16 @@ <h2>Please enable javascript</h2>
 </pre></div>
 </div>
 <div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>Fitting 3 folds for each of 10 candidates, totalling 30 fits
-This operation took 135.1s
+This operation took 150.3s
 </pre></div>
 </div>
 <p>The best hyper parameters are:</p>
 <div class="highlight-Python notranslate"><div class="highlight"><pre><span></span><a href="http://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.Series.html#pandas.Series" title="pandas.core.series.Series" class="sphx-glr-backref-module-pandas-core-series sphx-glr-backref-type-py-class"><span class="n">pd</span><span class="o">.</span><span class="n">Series</span></a><span class="p">(</span><a href="https://docs.python.org/3/library/stdtypes.html#dict" title="builtins.dict" class="sphx-glr-backref-module-builtins sphx-glr-backref-type-py-class sphx-glr-backref-instance"><span class="n">search</span><span class="o">.</span><span class="n">best_params_</span></a><span class="p">)</span>
 </pre></div>
 </div>
-<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>histgradientboostingclassifier__learning_rate       0.019894
-histgradientboostingclassifier__max_depth           8.000000
-histgradientboostingclassifier__max_iter          160.000000
+<div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>histgradientboostingclassifier__learning_rate       0.022994
+histgradientboostingclassifier__max_depth           7.000000
+histgradientboostingclassifier__max_iter          398.000000
 histgradientboostingclassifier__max_leaf_nodes     60.000000
 dtype: float64
 </pre></div>
@@ -363591,10 +363601,10 @@ <h2>Conclusion<a class="headerlink" href="#conclusion" title="Link to this headi
 auxiliary data, you would need to replace the auxiliary table in the <a class="reference internal" href="../reference/generated/skrub.AggJoiner.html#skrub.AggJoiner" title="skrub.AggJoiner"><code class="xref py py-class docutils literal notranslate"><span class="pre">AggJoiner</span></code></a> that
 was used during <code class="docutils literal notranslate"><span class="pre">fit</span></code> with the updated data, which is a rather hacky approach.</p>
 <p>These limitations will be addressed later in skrub.</p>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (4 minutes 5.394 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (4 minutes 31.548 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-08-join-aggregation-py">
 <div class="binder-badge docutils container">
-<a class="reference external image-reference" href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.0?urlpath=lab/tree/notebooks/auto_examples/08_join_aggregation.ipynb"><img alt="Launch binder" src="../_images/binder_badge_logo.svg" style="width: 150px;" />
+<a class="reference external image-reference" href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.1?urlpath=lab/tree/notebooks/auto_examples/08_join_aggregation.ipynb"><img alt="Launch binder" src="../_images/binder_badge_logo.svg" style="width: 150px;" />
 </a>
 </div>
 <div class="lite-badge docutils container">
@@ -363727,7 +363737,7 @@ <h2>Conclusion<a class="headerlink" href="#conclusion" title="Link to this headi
     
       
         <div class="sphx-glr-sidebar-item binder-badge-sidebar">
-          <a href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.0?urlpath=lab/tree/notebooks/auto_examples/08_join_aggregation.ipynb">
+          <a href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.1?urlpath=lab/tree/notebooks/auto_examples/08_join_aggregation.ipynb">
             <img src="../_images/binder_badge_logo.svg" alt="Launch binder">
           </a>
         </div>
diff --git a/0.4/auto_examples/09_interpolation_join.html b/0.4/auto_examples/09_interpolation_join.html
index 161ca56cd..b7072bb53 100644
--- a/0.4/auto_examples/09_interpolation_join.html
+++ b/0.4/auto_examples/09_interpolation_join.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../_static/doctools.js?v=9bcbadda"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="AggJoiner on a credit fraud dataset" href="08_join_aggregation.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -825,9 +825,9 @@ <h2>Joining the tables<a class="headerlink" href="#joining-the-tables" title="Li
       <td>42.6</td>
       <td>0.0</td>
       <td>NaN</td>
-      <td>33.889458</td>
-      <td>67.827844</td>
-      <td>-0.005338</td>
+      <td>34.445098</td>
+      <td>46.307059</td>
+      <td>-0.058621</td>
     </tr>
     <tr>
       <th>1</th>
@@ -837,9 +837,9 @@ <h2>Joining the tables<a class="headerlink" href="#joining-the-tables" title="Li
       <td>26.9</td>
       <td>NaN</td>
       <td>NaN</td>
-      <td>26.470112</td>
-      <td>49.829397</td>
-      <td>0.383762</td>
+      <td>26.791863</td>
+      <td>20.750161</td>
+      <td>0.052059</td>
     </tr>
     <tr>
       <th>2</th>
@@ -849,9 +849,9 @@ <h2>Joining the tables<a class="headerlink" href="#joining-the-tables" title="Li
       <td>41.6</td>
       <td>NaN</td>
       <td>NaN</td>
-      <td>31.292351</td>
-      <td>19.041576</td>
-      <td>-0.005338</td>
+      <td>31.113018</td>
+      <td>32.484554</td>
+      <td>-0.058621</td>
     </tr>
     <tr>
       <th>3</th>
@@ -861,9 +861,9 @@ <h2>Joining the tables<a class="headerlink" href="#joining-the-tables" title="Li
       <td>46.6</td>
       <td>0.0</td>
       <td>NaN</td>
-      <td>33.805942</td>
-      <td>69.333800</td>
-      <td>-0.005338</td>
+      <td>33.768465</td>
+      <td>36.592777</td>
+      <td>-0.058621</td>
     </tr>
     <tr>
       <th>4</th>
@@ -873,9 +873,9 @@ <h2>Joining the tables<a class="headerlink" href="#joining-the-tables" title="Li
       <td>36.1</td>
       <td>0.0</td>
       <td>NaN</td>
-      <td>29.893277</td>
-      <td>31.425521</td>
-      <td>-0.013597</td>
+      <td>29.417603</td>
+      <td>19.331946</td>
+      <td>0.024407</td>
     </tr>
   </tbody>
 </table>
@@ -993,7 +993,7 @@ <h2>Joining the flights and weather data<a class="headerlink" href="#joining-the
       <td>MI</td>
       <td>42.212059</td>
       <td>-83.348836</td>
-      <td>1.486822</td>
+      <td>1.721130</td>
     </tr>
     <tr>
       <th>1</th>
@@ -1005,7 +1005,7 @@ <h2>Joining the flights and weather data<a class="headerlink" href="#joining-the
       <td>TX</td>
       <td>32.895951</td>
       <td>-97.037200</td>
-      <td>21.361783</td>
+      <td>21.362290</td>
     </tr>
     <tr>
       <th>2</th>
@@ -1017,7 +1017,7 @@ <h2>Joining the flights and weather data<a class="headerlink" href="#joining-the
       <td>NC</td>
       <td>36.097747</td>
       <td>-79.937297</td>
-      <td>17.067961</td>
+      <td>17.263829</td>
     </tr>
     <tr>
       <th>3</th>
@@ -1029,7 +1029,7 @@ <h2>Joining the flights and weather data<a class="headerlink" href="#joining-the
       <td>IL</td>
       <td>41.979595</td>
       <td>-87.904464</td>
-      <td>16.209177</td>
+      <td>16.172212</td>
     </tr>
     <tr>
       <th>4</th>
@@ -1041,7 +1041,7 @@ <h2>Joining the flights and weather data<a class="headerlink" href="#joining-the
       <td>TX</td>
       <td>32.895951</td>
       <td>-97.037200</td>
-      <td>12.581740</td>
+      <td>14.280489</td>
     </tr>
   </tbody>
 </table>
@@ -1062,11 +1062,11 @@ <h2>Sanity checks<a class="headerlink" href="#sanity-checks" title="Link to this
 </pre></div>
 </div>
 <div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>state
-AK   -4.597458
-WA    0.013871
-MT    0.067907
-ND    0.800440
-MN    1.427404
+AK   -2.823128
+WA    0.291825
+MT    0.628224
+ND    0.920950
+MN    1.409649
 Name: TMAX, dtype: float64
 </pre></div>
 </div>
@@ -1076,11 +1076,11 @@ <h2>Sanity checks<a class="headerlink" href="#sanity-checks" title="Link to this
 </pre></div>
 </div>
 <div class="sphx-glr-script-out highlight-none notranslate"><div class="highlight"><pre><span></span>state
-LA    21.818325
-FL    24.549571
-HI    26.816864
-VI    30.548983
-PR    30.895155
+LA    21.655956
+FL    24.705433
+HI    26.675080
+VI    28.673669
+PR    29.381105
 Name: TMAX, dtype: float64
 </pre></div>
 </div>
@@ -1118,10 +1118,10 @@ <h2>Conclusion<a class="headerlink" href="#conclusion" title="Link to this headi
 the <a class="reference internal" href="../reference/generated/skrub.fuzzy_join.html#skrub.fuzzy_join" title="skrub.fuzzy_join"><code class="xref py py-func docutils literal notranslate"><span class="pre">fuzzy_join()</span></code></a>, as <a class="reference internal" href="../reference/generated/skrub.fuzzy_join.html#skrub.fuzzy_join" title="skrub.fuzzy_join"><code class="xref py py-func docutils literal notranslate"><span class="pre">fuzzy_join()</span></code></a> is the same thing as an
 <a class="reference internal" href="../reference/generated/skrub.InterpolationJoiner.html#skrub.InterpolationJoiner" title="skrub.InterpolationJoiner"><code class="xref py py-class docutils literal notranslate"><span class="pre">InterpolationJoiner</span></code></a> where the estimators are 1-nearest-neighbor
 estimators.</p>
-<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 5.365 seconds)</p>
+<p class="sphx-glr-timing"><strong>Total running time of the script:</strong> (0 minutes 5.479 seconds)</p>
 <div class="sphx-glr-footer sphx-glr-footer-example docutils container" id="sphx-glr-download-auto-examples-09-interpolation-join-py">
 <div class="binder-badge docutils container">
-<a class="reference external image-reference" href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.0?urlpath=lab/tree/notebooks/auto_examples/09_interpolation_join.ipynb"><img alt="Launch binder" src="../_images/binder_badge_logo.svg" style="width: 150px;" />
+<a class="reference external image-reference" href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.1?urlpath=lab/tree/notebooks/auto_examples/09_interpolation_join.ipynb"><img alt="Launch binder" src="../_images/binder_badge_logo.svg" style="width: 150px;" />
 </a>
 </div>
 <div class="lite-badge docutils container">
@@ -1259,7 +1259,7 @@ <h2>Conclusion<a class="headerlink" href="#conclusion" title="Link to this headi
     
       
         <div class="sphx-glr-sidebar-item binder-badge-sidebar">
-          <a href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.0?urlpath=lab/tree/notebooks/auto_examples/09_interpolation_join.ipynb">
+          <a href="https://mybinder.org/v2/gh/skrub-data/skrub/0.4.1?urlpath=lab/tree/notebooks/auto_examples/09_interpolation_join.ipynb">
             <img src="../_images/binder_badge_logo.svg" alt="Launch binder">
           </a>
         </div>
diff --git a/0.4/auto_examples/index.html b/0.4/auto_examples/index.html
index ade14887c..474295fab 100644
--- a/0.4/auto_examples/index.html
+++ b/0.4/auto_examples/index.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../_static/doctools.js?v=9bcbadda"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -65,7 +65,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../_static/skrub.svg"/>
@@ -76,7 +76,7 @@
     <link rel="prev" title="make_deduplication_data" href="../reference/generated/skrub.datasets.make_deduplication_data.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
diff --git a/0.4/auto_examples/sg_execution_times.html b/0.4/auto_examples/sg_execution_times.html
index b0a68ac8f..9f14641cf 100644
--- a/0.4/auto_examples/sg_execution_times.html
+++ b/0.4/auto_examples/sg_execution_times.html
@@ -11,10 +11,10 @@
 <meta property="og:type" content="website" />
 <meta property="og:url" content="https://skrub-data.github.io/stable/auto_examples/sg_execution_times.html" />
 <meta property="og:site_name" content="skrub" />
-<meta property="og:description" content="10:17.774 total execution time for 10 files from auto_examples:,,, Example, Time, Mem (MB),,, AggJoiner on a credit fraud dataset( 08_join_aggregation.py), 04:05.394, 0.0,, Various string encoders:..." />
+<meta property="og:description" content="11:14.415 total execution time for 10 files from auto_examples:,,, Example, Time, Mem (MB),,, AggJoiner on a credit fraud dataset( 08_join_aggregation.py), 04:31.548, 0.0,, Various string encoders:..." />
 <meta property="og:image" content="https://skrub-data.github.io/stable/_static/skrub.svg" />
 <meta property="og:image:alt" content="skrub" />
-<meta name="description" content="10:17.774 total execution time for 10 files from auto_examples:,,, Example, Time, Mem (MB),,, AggJoiner on a credit fraud dataset( 08_join_aggregation.py), 04:05.394, 0.0,, Various string encoders:..." />
+<meta name="description" content="11:14.415 total execution time for 10 files from auto_examples:,,, Example, Time, Mem (MB),,, AggJoiner on a credit fraud dataset( 08_join_aggregation.py), 04:31.548, 0.0,, Various string encoders:..." />
 
     <title>Computation times &#8212; skrub</title>
   
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../_static/doctools.js?v=9bcbadda"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
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-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
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         </script>
     <link rel="icon" href="../_static/skrub.svg"/>
@@ -73,7 +73,7 @@
     <link rel="search" title="Search" href="../search.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -526,7 +526,7 @@
                   
   <section id="computation-times">
 <span id="sphx-glr-auto-examples-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Link to this heading">#</a></h1>
-<p><strong>10:17.774</strong> total execution time for 10 files <strong>from auto_examples</strong>:</p>
+<p><strong>11:14.415</strong> total execution time for 10 files <strong>from auto_examples</strong>:</p>
 <div class="docutils container">
 <style scoped>
 <link href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/5.3.0/css/bootstrap.min.css" rel="stylesheet" />
@@ -548,43 +548,43 @@
 </thead>
 <tbody>
 <tr class="row-even"><td><p><a class="reference internal" href="08_join_aggregation.html#sphx-glr-auto-examples-08-join-aggregation-py"><span class="std std-ref">AggJoiner on a credit fraud dataset</span></a> (<code class="docutils literal notranslate"><span class="pre">08_join_aggregation.py</span></code>)</p></td>
-<td><p>04:05.394</p></td>
+<td><p>04:31.548</p></td>
 <td><p>0.0</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="02_text_with_string_encoders.html#sphx-glr-auto-examples-02-text-with-string-encoders-py"><span class="std std-ref">Various string encoders: a sentiment analysis example</span></a> (<code class="docutils literal notranslate"><span class="pre">02_text_with_string_encoders.py</span></code>)</p></td>
-<td><p>02:57.255</p></td>
+<td><p>03:04.673</p></td>
 <td><p>0.0</p></td>
 </tr>
 <tr class="row-even"><td><p><a class="reference internal" href="06_ken_embeddings.html#sphx-glr-auto-examples-06-ken-embeddings-py"><span class="std std-ref">Wikipedia embeddings to enrich the data</span></a> (<code class="docutils literal notranslate"><span class="pre">06_ken_embeddings.py</span></code>)</p></td>
-<td><p>01:14.813</p></td>
+<td><p>01:33.191</p></td>
 <td><p>0.0</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="01_encodings.html#sphx-glr-auto-examples-01-encodings-py"><span class="std std-ref">Encoding: from a dataframe to a numerical matrix for machine learning</span></a> (<code class="docutils literal notranslate"><span class="pre">01_encodings.py</span></code>)</p></td>
-<td><p>01:10.168</p></td>
+<td><p>01:07.787</p></td>
 <td><p>0.0</p></td>
 </tr>
 <tr class="row-even"><td><p><a class="reference internal" href="07_multiple_key_join.html#sphx-glr-auto-examples-07-multiple-key-join-py"><span class="std std-ref">Spatial join for flight data: Joining across multiple columns</span></a> (<code class="docutils literal notranslate"><span class="pre">07_multiple_key_join.py</span></code>)</p></td>
-<td><p>00:16.391</p></td>
+<td><p>00:27.247</p></td>
 <td><p>0.0</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="04_fuzzy_joining.html#sphx-glr-auto-examples-04-fuzzy-joining-py"><span class="std std-ref">Fuzzy joining dirty tables with the Joiner</span></a> (<code class="docutils literal notranslate"><span class="pre">04_fuzzy_joining.py</span></code>)</p></td>
-<td><p>00:10.678</p></td>
+<td><p>00:10.942</p></td>
 <td><p>0.0</p></td>
 </tr>
 <tr class="row-even"><td><p><a class="reference internal" href="00_getting_started.html#sphx-glr-auto-examples-00-getting-started-py"><span class="std std-ref">Getting Started</span></a> (<code class="docutils literal notranslate"><span class="pre">00_getting_started.py</span></code>)</p></td>
-<td><p>00:07.609</p></td>
+<td><p>00:06.952</p></td>
 <td><p>0.0</p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="03_datetime_encoder.html#sphx-glr-auto-examples-03-datetime-encoder-py"><span class="std std-ref">Handling datetime features with the DatetimeEncoder</span></a> (<code class="docutils literal notranslate"><span class="pre">03_datetime_encoder.py</span></code>)</p></td>
-<td><p>00:05.398</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="09_interpolation_join.html#sphx-glr-auto-examples-09-interpolation-join-py"><span class="std std-ref">Interpolation join: infer missing rows when joining two tables</span></a> (<code class="docutils literal notranslate"><span class="pre">09_interpolation_join.py</span></code>)</p></td>
+<td><p>00:05.479</p></td>
 <td><p>0.0</p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" href="09_interpolation_join.html#sphx-glr-auto-examples-09-interpolation-join-py"><span class="std std-ref">Interpolation join: infer missing rows when joining two tables</span></a> (<code class="docutils literal notranslate"><span class="pre">09_interpolation_join.py</span></code>)</p></td>
-<td><p>00:05.365</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="03_datetime_encoder.html#sphx-glr-auto-examples-03-datetime-encoder-py"><span class="std std-ref">Handling datetime features with the DatetimeEncoder</span></a> (<code class="docutils literal notranslate"><span class="pre">03_datetime_encoder.py</span></code>)</p></td>
+<td><p>00:05.267</p></td>
 <td><p>0.0</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="05_deduplication.html#sphx-glr-auto-examples-05-deduplication-py"><span class="std std-ref">Deduplicating misspelled categories</span></a> (<code class="docutils literal notranslate"><span class="pre">05_deduplication.py</span></code>)</p></td>
-<td><p>00:04.703</p></td>
+<td><p>00:01.328</p></td>
 <td><p>0.0</p></td>
 </tr>
 </tbody>
diff --git a/0.4/cleaning.html b/0.4/cleaning.html
index 4b34bc738..323f12e72 100644
--- a/0.4/cleaning.html
+++ b/0.4/cleaning.html
@@ -54,7 +54,7 @@
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-    <script src="_static/documentation_options.js?v=6c02275b"></script>
+    <script src="_static/documentation_options.js?v=c87aa342"></script>
     <script src="_static/doctools.js?v=9bcbadda"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
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@@ -64,7 +64,7 @@
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@@ -75,7 +75,7 @@
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   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
diff --git a/0.4/development.html b/0.4/development.html
index 2b428b3f7..50e60997b 100644
--- a/0.4/development.html
+++ b/0.4/development.html
@@ -54,7 +54,7 @@
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-    <script src="_static/documentation_options.js?v=6c02275b"></script>
+    <script src="_static/documentation_options.js?v=c87aa342"></script>
     <script src="_static/doctools.js?v=9bcbadda"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
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@@ -64,7 +64,7 @@
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-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
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         </script>
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@@ -75,7 +75,7 @@
     <link rel="prev" title="Release history" href="CHANGES.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -728,12 +728,15 @@ <h1>Development<a class="headerlink" href="#development" title="Link to this hea
 </li>
 <li class="toctree-l3"><a class="reference internal" href="CONTRIBUTING.html#testing-the-code">Testing the code</a></li>
 <li class="toctree-l3"><a class="reference internal" href="CONTRIBUTING.html#checking-coverage-on-the-local-machine">Checking coverage on the local machine</a></li>
-<li class="toctree-l3"><a class="reference internal" href="CONTRIBUTING.html#updating-doctests">Updating doctests</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="CONTRIBUTING.html#updating-doctests">Updating doctests</a></li>
+<li class="toctree-l3"><a class="reference internal" href="CONTRIBUTING.html#formatting-and-pre-commit-checks">Formatting and pre-commit checks</a><ul>
 <li class="toctree-l4"><a class="reference internal" href="CONTRIBUTING.html#submitting-your-code">Submitting your code</a></li>
+</ul>
+</li>
+<li class="toctree-l3"><a class="reference internal" href="CONTRIBUTING.html#continuous-integration-ci">Continuous Integration (CI)</a><ul>
 <li class="toctree-l4"><a class="reference internal" href="CONTRIBUTING.html#integration">Integration</a></li>
 </ul>
 </li>
-<li class="toctree-l3"><a class="reference internal" href="CONTRIBUTING.html#continuous-integration-ci">Continuous Integration (CI)</a></li>
 </ul>
 </li>
 <li class="toctree-l2"><a class="reference internal" href="CONTRIBUTING.html#building-the-documentation">Building the documentation</a></li>
diff --git a/0.4/documentation.html b/0.4/documentation.html
index 8b0abbda8..a83d509ec 100644
--- a/0.4/documentation.html
+++ b/0.4/documentation.html
@@ -54,7 +54,7 @@
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-    <script src="_static/documentation_options.js?v=6c02275b"></script>
+    <script src="_static/documentation_options.js?v=c87aa342"></script>
     <script src="_static/doctools.js?v=9bcbadda"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
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@@ -64,7 +64,7 @@
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-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
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     <link rel="icon" href="_static/skrub.svg"/>
@@ -75,7 +75,7 @@
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   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
diff --git a/0.4/encoding.html b/0.4/encoding.html
index e7664bd6e..2cbf35639 100644
--- a/0.4/encoding.html
+++ b/0.4/encoding.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
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-    <script src="_static/documentation_options.js?v=6c02275b"></script>
+    <script src="_static/documentation_options.js?v=c87aa342"></script>
     <script src="_static/doctools.js?v=9bcbadda"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
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@@ -64,7 +64,7 @@
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-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
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         </script>
     <link rel="icon" href="_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="End-to-end predictive models" href="end_to_end_pipeline.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
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diff --git a/0.4/end_to_end_pipeline.html b/0.4/end_to_end_pipeline.html
index a5727e57d..e84b4e554 100644
--- a/0.4/end_to_end_pipeline.html
+++ b/0.4/end_to_end_pipeline.html
@@ -54,7 +54,7 @@
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-    <script src="_static/documentation_options.js?v=6c02275b"></script>
+    <script src="_static/documentation_options.js?v=c87aa342"></script>
     <script src="_static/doctools.js?v=9bcbadda"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
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@@ -64,7 +64,7 @@
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-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
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     <link rel="icon" href="_static/skrub.svg"/>
@@ -75,7 +75,7 @@
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   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
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diff --git a/0.4/genindex.html b/0.4/genindex.html
index cfc4bb6f0..224c483e4 100644
--- a/0.4/genindex.html
+++ b/0.4/genindex.html
@@ -45,7 +45,7 @@
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-    <script src="_static/documentation_options.js?v=6c02275b"></script>
+    <script src="_static/documentation_options.js?v=c87aa342"></script>
     <script src="_static/doctools.js?v=9bcbadda"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
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@@ -55,7 +55,7 @@
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-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
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@@ -64,7 +64,7 @@
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   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
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diff --git a/0.4/includes/big_toc_css.html b/0.4/includes/big_toc_css.html
index 8c228e3af..669b7b8a6 100644
--- a/0.4/includes/big_toc_css.html
+++ b/0.4/includes/big_toc_css.html
@@ -52,7 +52,7 @@
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-    <script src="../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../_static/doctools.js?v=9bcbadda"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
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+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
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@@ -71,7 +71,7 @@
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   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
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diff --git a/0.4/index.html b/0.4/index.html
index 426187847..c1a0df5ce 100644
--- a/0.4/index.html
+++ b/0.4/index.html
@@ -45,7 +45,7 @@
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-    <script src="_static/documentation_options.js?v=6c02275b"></script>
+    <script src="_static/documentation_options.js?v=c87aa342"></script>
     <script src="_static/doctools.js?v=9bcbadda"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
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-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
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@@ -66,7 +66,7 @@
     
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
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-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
     
   </head>
   
@@ -718,8 +718,8 @@ <h4 class="feature-title">Interactive Data Exploration</h4>
     </div>
     <div class="col-md-7">
       
-<div id="report_b7f2ee8f-wrapper" hidden>
-    <template id="report_b7f2ee8f-template">
+<div id="report_b3c2c517-wrapper" hidden>
+    <template id="report_b3c2c517-template">
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          /*!
 Pure v3.0.0
@@ -1920,7 +1920,7 @@ <h4 class="feature-title">Interactive Data Exploration</h4>
                 
                 
                 <th
-                id="e972e1fd"
+                id="fff714cc"
                 class="table-cell ellided-short "
                 
                 data-role="padding"
@@ -1950,7 +1950,7 @@ <h4 class="feature-title">Interactive Data Exploration</h4>
                 
                 
                 <th
-                id="1308865a"
+                id="d57c8ccc"
                 class="table-cell ellided-short clickable"
                 
                 data-role="columns-level-value"
@@ -1984,7 +1984,7 @@ <h4 class="feature-title">Interactive Data Exploration</h4>
                 
                 
                 <th
-                id="8475fb66"
+                id="180f50f6"
                 class="table-cell ellided-short clickable"
                 
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@@ -2018,7 +2018,7 @@ <h4 class="feature-title">Interactive Data Exploration</h4>
                 
                 
                 <th
-                id="573c20f9"
+                id="57dde6b1"
                 class="table-cell ellided-short clickable"
                 
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@@ -2052,7 +2052,7 @@ <h4 class="feature-title">Interactive Data Exploration</h4>
                 
                 
                 <th
-                id="cfbd840d"
+                id="dfb93ad7"
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@@ -2086,7 +2086,7 @@ <h4 class="feature-title">Interactive Data Exploration</h4>
                 
                 
                 <th
-                id="d0a8f65f"
+                id="c31eb1d8"
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@@ -2120,7 +2120,7 @@ <h4 class="feature-title">Interactive Data Exploration</h4>
                 
                 
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-                id="f7fc120e"
+                id="c4b1b472"
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@@ -2154,7 +2154,7 @@ <h4 class="feature-title">Interactive Data Exploration</h4>
                 
                 
                 <th
-                id="a0d15b6c"
+                id="4446e859"
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@@ -2188,7 +2188,7 @@ <h4 class="feature-title">Interactive Data Exploration</h4>
                 
                 
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-                id="ee82561a"
+                id="6227cff3"
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@@ -2236,7 +2236,7 @@ <h4 class="feature-title">Interactive Data Exploration</h4>
                 
                 
                 <th
-                id="b5a49d1b"
+                id="416917a0"
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@@ -2264,7 +2264,7 @@ <h4 class="feature-title">Interactive Data Exploration</h4>
                 
                 
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-                id="9e8f366d"
+                id="ddd56a48"
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@@ -2294,7 +2294,7 @@ <h4 class="feature-title">Interactive Data Exploration</h4>
                 
                 
                 <td
-                id="a217f1e8"
+                id="0d1d8cc8"
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@@ -2324,7 +2324,7 @@ <h4 class="feature-title">Interactive Data Exploration</h4>
                 
                 
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-                id="d94bc04e"
+                id="2175dd9a"
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@@ -2354,7 +2354,7 @@ <h4 class="feature-title">Interactive Data Exploration</h4>
                 
                 
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@@ -2384,7 +2384,7 @@ <h4 class="feature-title">Interactive Data Exploration</h4>
                 
                 
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@@ -2414,7 +2414,7 @@ <h4 class="feature-title">Interactive Data Exploration</h4>
                 
                 
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-                id="bfb971e1"
+                id="f4ded811"
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     <path d="M 71.8375 66.266177 
@@ -11289,7 +11289,7 @@ <h3 class="margin-r-m">
 L 128.586268 55.579721 
 L 71.8375 55.579721 
 z
-" clip-path="url(#p361b7028a0)" style="fill: #ee854a"/>
+" clip-path="url(#p7106fc9595)" style="fill: #ee854a"/>
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@@ -11297,7 +11297,7 @@ <h3 class="margin-r-m">
 L 137.256219 42.22165 
 L 71.8375 42.22165 
 z
-" clip-path="url(#p361b7028a0)" style="fill: #ee854a"/>
+" clip-path="url(#p7106fc9595)" style="fill: #ee854a"/>
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    <g id="patch_11">
     <path d="M 71.8375 39.550036 
@@ -11305,18 +11305,18 @@ <h3 class="margin-r-m">
 L 140.408929 28.86358 
 L 71.8375 28.86358 
 z
-" clip-path="url(#p361b7028a0)" style="fill: #ee854a"/>
+" clip-path="url(#p7106fc9595)" style="fill: #ee854a"/>
    </g>
    <g id="matplotlib.axis_1">
     <g id="xtick_1">
      <g id="line2d_1">
       <defs>
-       <path id="m07f900c512" d="M 0 0 
+       <path id="mabf47607a6" d="M 0 0 
 L 0 3.5 
 " style="stroke: #000000; stroke-width: 0.8"/>
       </defs>
       <g>
-       <use xlink:href="#m07f900c512" x="71.8375" y="166.318125" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mabf47607a6" x="71.8375" y="166.318125" style="stroke: #000000; stroke-width: 0.8"/>
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      </g>
      <g id="text_1">
@@ -11326,7 +11326,7 @@ <h3 class="margin-r-m">
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       <g>
-       <use xlink:href="#m07f900c512" x="111.246367" y="166.318125" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#mabf47607a6" x="111.246367" y="166.318125" style="stroke: #000000; stroke-width: 0.8"/>
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      </g>
      <g id="text_2">
@@ -11338,12 +11338,12 @@ <h3 class="margin-r-m">
     <g id="ytick_1">
      <g id="line2d_3">
       <defs>
-       <path id="m721da221c5" d="M 0 0 
+       <path id="m039f583d6f" d="M 0 0 
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 " style="stroke: #000000; stroke-width: 0.8"/>
       </defs>
       <g>
-       <use xlink:href="#m721da221c5" x="71.8375" y="154.429442" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m039f583d6f" x="71.8375" y="154.429442" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_3">
@@ -11353,7 +11353,7 @@ <h3 class="margin-r-m">
     <g id="ytick_2">
      <g id="line2d_4">
       <g>
-       <use xlink:href="#m721da221c5" x="71.8375" y="141.071372" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m039f583d6f" x="71.8375" y="141.071372" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_4">
@@ -11363,7 +11363,7 @@ <h3 class="margin-r-m">
     <g id="ytick_3">
      <g id="line2d_5">
       <g>
-       <use xlink:href="#m721da221c5" x="71.8375" y="127.713301" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m039f583d6f" x="71.8375" y="127.713301" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_5">
@@ -11373,7 +11373,7 @@ <h3 class="margin-r-m">
     <g id="ytick_4">
      <g id="line2d_6">
       <g>
-       <use xlink:href="#m721da221c5" x="71.8375" y="114.355231" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m039f583d6f" x="71.8375" y="114.355231" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_6">
@@ -11383,7 +11383,7 @@ <h3 class="margin-r-m">
     <g id="ytick_5">
      <g id="line2d_7">
       <g>
-       <use xlink:href="#m721da221c5" x="71.8375" y="100.99716" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m039f583d6f" x="71.8375" y="100.99716" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_7">
@@ -11393,7 +11393,7 @@ <h3 class="margin-r-m">
     <g id="ytick_6">
      <g id="line2d_8">
       <g>
-       <use xlink:href="#m721da221c5" x="71.8375" y="87.63909" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m039f583d6f" x="71.8375" y="87.63909" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_8">
@@ -11403,7 +11403,7 @@ <h3 class="margin-r-m">
     <g id="ytick_7">
      <g id="line2d_9">
       <g>
-       <use xlink:href="#m721da221c5" x="71.8375" y="74.281019" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m039f583d6f" x="71.8375" y="74.281019" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_9">
@@ -11413,7 +11413,7 @@ <h3 class="margin-r-m">
     <g id="ytick_8">
      <g id="line2d_10">
       <g>
-       <use xlink:href="#m721da221c5" x="71.8375" y="60.922949" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m039f583d6f" x="71.8375" y="60.922949" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_10">
@@ -11423,7 +11423,7 @@ <h3 class="margin-r-m">
     <g id="ytick_9">
      <g id="line2d_11">
       <g>
-       <use xlink:href="#m721da221c5" x="71.8375" y="47.564878" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m039f583d6f" x="71.8375" y="47.564878" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_11">
@@ -11433,7 +11433,7 @@ <h3 class="margin-r-m">
     <g id="ytick_10">
      <g id="line2d_12">
       <g>
-       <use xlink:href="#m721da221c5" x="71.8375" y="34.206808" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m039f583d6f" x="71.8375" y="34.206808" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_12">
@@ -11487,7 +11487,7 @@ <h3 class="margin-r-m">
   </g>
  </g>
  <defs>
-  <clipPath id="p361b7028a0">
+  <clipPath id="p7106fc9595">
    <rect x="71.8375" y="22.318125" width="72" height="144"/>
   </clipPath>
  </defs>
@@ -11827,7 +11827,7 @@ <h3 class="margin-r-m">
   <rdf:RDF xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:cc="http://creativecommons.org/ns#" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
    <cc:Work>
     <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
-    <dc:date>2024-12-11T19:13:34.906449</dc:date>
+    <dc:date>2024-12-11T19:23:32.648482</dc:date>
     <dc:format>image/svg+xml</dc:format>
     <dc:creator>
      <cc:Agent>
@@ -11856,7 +11856,7 @@ <h3 class="margin-r-m">
 L 59.286364 78.976479 
 L 46.195455 78.976479 
 z
-" clip-path="url(#p6472c9cab3)" style="fill: #1f77b4"/>
+" clip-path="url(#p5f9a0b4c8c)" style="fill: #1f77b4"/>
    </g>
    <g id="patch_3">
     <path d="M 59.286364 79.2 
@@ -11864,7 +11864,7 @@ <h3 class="margin-r-m">
 L 72.377273 78.603943 
 L 59.286364 78.603943 
 z
-" clip-path="url(#p6472c9cab3)" style="fill: #1f77b4"/>
+" clip-path="url(#p5f9a0b4c8c)" style="fill: #1f77b4"/>
    </g>
    <g id="patch_4">
     <path d="M 72.377273 79.2 
@@ -11872,7 +11872,7 @@ <h3 class="margin-r-m">
 L 85.468182 76.691592 
 L 72.377273 76.691592 
 z
-" clip-path="url(#p6472c9cab3)" style="fill: #1f77b4"/>
+" clip-path="url(#p5f9a0b4c8c)" style="fill: #1f77b4"/>
    </g>
    <g id="patch_5">
     <path d="M 85.468182 79.2 
@@ -11880,7 +11880,7 @@ <h3 class="margin-r-m">
 L 98.559091 73.736141 
 L 85.468182 73.736141 
 z
-" clip-path="url(#p6472c9cab3)" style="fill: #1f77b4"/>
+" clip-path="url(#p5f9a0b4c8c)" style="fill: #1f77b4"/>
    </g>
    <g id="patch_6">
     <path d="M 98.559091 79.2 
@@ -11888,7 +11888,7 @@ <h3 class="margin-r-m">
 L 111.65 59.629451 
 L 98.559091 59.629451 
 z
-" clip-path="url(#p6472c9cab3)" style="fill: #1f77b4"/>
+" clip-path="url(#p5f9a0b4c8c)" style="fill: #1f77b4"/>
    </g>
    <g id="patch_7">
     <path d="M 111.65 79.2 
@@ -11896,7 +11896,7 @@ <h3 class="margin-r-m">
 L 124.740909 61.119594 
 L 111.65 61.119594 
 z
-" clip-path="url(#p6472c9cab3)" style="fill: #1f77b4"/>
+" clip-path="url(#p5f9a0b4c8c)" style="fill: #1f77b4"/>
    </g>
    <g id="patch_8">
     <path d="M 124.740909 79.2 
@@ -11904,7 +11904,7 @@ <h3 class="margin-r-m">
 L 137.831818 49.595819 
 L 124.740909 49.595819 
 z
-" clip-path="url(#p6472c9cab3)" style="fill: #1f77b4"/>
+" clip-path="url(#p5f9a0b4c8c)" style="fill: #1f77b4"/>
    </g>
    <g id="patch_9">
     <path d="M 137.831818 79.2 
@@ -11912,7 +11912,7 @@ <h3 class="margin-r-m">
 L 150.922727 36.283872 
 L 137.831818 36.283872 
 z
-" clip-path="url(#p6472c9cab3)" style="fill: #1f77b4"/>
+" clip-path="url(#p5f9a0b4c8c)" style="fill: #1f77b4"/>
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    <g id="patch_10">
     <path d="M 150.922727 79.2 
@@ -11920,7 +11920,7 @@ <h3 class="margin-r-m">
 L 164.013636 37.550494 
 L 150.922727 37.550494 
 z
-" clip-path="url(#p6472c9cab3)" style="fill: #1f77b4"/>
+" clip-path="url(#p5f9a0b4c8c)" style="fill: #1f77b4"/>
    </g>
    <g id="patch_11">
     <path d="M 164.013636 79.2 
@@ -11928,18 +11928,18 @@ <h3 class="margin-r-m">
 L 177.104545 10.628571 
 L 164.013636 10.628571 
 z
-" clip-path="url(#p6472c9cab3)" style="fill: #1f77b4"/>
+" clip-path="url(#p5f9a0b4c8c)" style="fill: #1f77b4"/>
    </g>
    <g id="matplotlib.axis_1">
     <g id="xtick_1">
      <g id="line2d_1">
       <defs>
-       <path id="med5f279acd" d="M 0 0 
+       <path id="m2d058bd010" d="M 0 0 
 L 0 3.5 
 " style="stroke: #000000; stroke-width: 0.8"/>
       </defs>
       <g>
-       <use xlink:href="#med5f279acd" x="84.698128" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m2d058bd010" x="84.698128" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_1">
@@ -11949,7 +11949,7 @@ <h3 class="margin-r-m">
     <g id="xtick_2">
      <g id="line2d_2">
       <g>
-       <use xlink:href="#med5f279acd" x="136.035027" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m2d058bd010" x="136.035027" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_2">
@@ -11961,12 +11961,12 @@ <h3 class="margin-r-m">
     <g id="ytick_1">
      <g id="line2d_3">
       <defs>
-       <path id="m63be98c286" d="M 0 0 
+       <path id="m605614e8c9" d="M 0 0 
 L -3.5 0 
 " style="stroke: #000000; stroke-width: 0.8"/>
       </defs>
       <g>
-       <use xlink:href="#m63be98c286" x="39.65" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m605614e8c9" x="39.65" y="79.2" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_3">
@@ -11976,7 +11976,7 @@ <h3 class="margin-r-m">
     <g id="ytick_2">
      <g id="line2d_4">
       <g>
-       <use xlink:href="#m63be98c286" x="39.65" y="54.364278" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m605614e8c9" x="39.65" y="54.364278" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_4">
@@ -11986,7 +11986,7 @@ <h3 class="margin-r-m">
     <g id="ytick_3">
      <g id="line2d_5">
       <g>
-       <use xlink:href="#m63be98c286" x="39.65" y="29.528556" style="stroke: #000000; stroke-width: 0.8"/>
+       <use xlink:href="#m605614e8c9" x="39.65" y="29.528556" style="stroke: #000000; stroke-width: 0.8"/>
       </g>
      </g>
      <g id="text_5">
@@ -12007,7 +12007,7 @@ <h3 class="margin-r-m">
   </g>
  </g>
  <defs>
-  <clipPath id="p6472c9cab3">
+  <clipPath id="p5f9a0b4c8c">
    <rect x="39.65" y="7.2" width="144" height="72"/>
   </clipPath>
  </defs>
@@ -12068,7 +12068,7 @@ <h3 class="margin-r-m">
                 <td class="ellided">assignment_category</td>
                 <td
                     >
-                    0.586
+                    0.594
                 </td>
             </tr>
         
@@ -12077,7 +12077,7 @@ <h3 class="margin-r-m">
                 <td class="ellided">employee_position_title</td>
                 <td
                     >
-                    0.461
+                    0.489
                 </td>
             </tr>
         
@@ -12086,7 +12086,7 @@ <h3 class="margin-r-m">
                 <td class="ellided">assignment_category</td>
                 <td
                     >
-                    0.411
+                    0.425
                 </td>
             </tr>
         
@@ -12095,58 +12095,58 @@ <h3 class="margin-r-m">
                 <td class="ellided">assignment_category</td>
                 <td
                     >
-                    0.411
+                    0.425
                 </td>
             </tr>
         
             <tr>
-                <td class="ellided">division</td>
+                <td class="ellided">department</td>
                 <td class="ellided">employee_position_title</td>
                 <td
                     >
-                    0.409
+                    0.414
                 </td>
             </tr>
         
             <tr>
-                <td class="ellided">department</td>
+                <td class="ellided">department_name</td>
                 <td class="ellided">employee_position_title</td>
                 <td
                     >
-                    0.407
+                    0.414
                 </td>
             </tr>
         
             <tr>
-                <td class="ellided">department_name</td>
+                <td class="ellided">division</td>
                 <td class="ellided">employee_position_title</td>
                 <td
                     >
-                    0.407
+                    0.409
                 </td>
             </tr>
         
             <tr>
-                <td class="ellided">gender</td>
                 <td class="ellided">department</td>
+                <td class="ellided">division</td>
                 <td
                     >
-                    0.377
+                    0.366
                 </td>
             </tr>
         
             <tr>
-                <td class="ellided">gender</td>
                 <td class="ellided">department_name</td>
+                <td class="ellided">division</td>
                 <td
                     >
-                    0.377
+                    0.366
                 </td>
             </tr>
         
             <tr>
+                <td class="ellided">gender</td>
                 <td class="ellided">department</td>
-                <td class="ellided">division</td>
                 <td
                     >
                     0.363
@@ -12154,8 +12154,8 @@ <h3 class="margin-r-m">
             </tr>
         
             <tr>
+                <td class="ellided">gender</td>
                 <td class="ellided">department_name</td>
-                <td class="ellided">division</td>
                 <td
                     >
                     0.363
@@ -12163,20 +12163,20 @@ <h3 class="margin-r-m">
             </tr>
         
             <tr>
+                <td class="ellided">gender</td>
                 <td class="ellided">employee_position_title</td>
-                <td class="ellided">date_first_hired</td>
                 <td
                     >
-                    0.329
+                    0.278
                 </td>
             </tr>
         
             <tr>
                 <td class="ellided">gender</td>
-                <td class="ellided">employee_position_title</td>
+                <td class="ellided">assignment_category</td>
                 <td
                     >
-                    0.269
+                    0.271
                 </td>
             </tr>
         
@@ -12185,16 +12185,16 @@ <h3 class="margin-r-m">
                 <td class="ellided">division</td>
                 <td
                     >
-                    0.255
+                    0.261
                 </td>
             </tr>
         
             <tr>
-                <td class="ellided">gender</td>
-                <td class="ellided">assignment_category</td>
+                <td class="ellided">employee_position_title</td>
+                <td class="ellided">date_first_hired</td>
                 <td
                     >
-                    0.246
+                    0.240
                 </td>
             </tr>
         
@@ -12203,7 +12203,7 @@ <h3 class="margin-r-m">
                 <td class="ellided">date_first_hired</td>
                 <td
                     >
-                    0.159
+                    0.150
                 </td>
             </tr>
         
@@ -12212,7 +12212,7 @@ <h3 class="margin-r-m">
                 <td class="ellided">date_first_hired</td>
                 <td
                     >
-                    0.159
+                    0.150
                 </td>
             </tr>
         
@@ -12221,7 +12221,7 @@ <h3 class="margin-r-m">
                 <td class="ellided">year_first_hired</td>
                 <td
                     >
-                    0.150
+                    0.147
                 </td>
             </tr>
         
@@ -12230,7 +12230,7 @@ <h3 class="margin-r-m">
                 <td class="ellided">date_first_hired</td>
                 <td
                     >
-                    0.148
+                    0.134
                 </td>
             </tr>
         
@@ -12256,7 +12256,7 @@ <h3 class="margin-r-m">
         </div>
     </template>
 
-    <skrub-table-report class="report" id="report_b7f2ee8f">
+    <skrub-table-report class="report" id="report_b3c2c517">
     </skrub-table-report>
 
     <script type="module">
@@ -13287,7 +13287,7 @@ <h3 class="margin-r-m">
     </script>
 </div>
 
-<div id="report_b7f2ee8f-wrapper-fallback">
+<div id="report_b3c2c517-wrapper-fallback">
     <h2>Please enable javascript</h2>
     <p>
         The skrub table reports need javascript to display correctly. If you are
@@ -13298,8 +13298,8 @@ <h2>Please enable javascript</h2>
 </div>
 
 <script>
- document.getElementById("report_b7f2ee8f-wrapper").removeAttribute("hidden");
- document.getElementById("report_b7f2ee8f-wrapper-fallback").setAttribute("hidden", "");
+ document.getElementById("report_b3c2c517-wrapper").removeAttribute("hidden");
+ document.getElementById("report_b3c2c517-wrapper-fallback").setAttribute("hidden", "");
 </script>
     </div>
   </div>
diff --git a/0.4/install.html b/0.4/install.html
index 6a3b41183..2cb2a2b0a 100644
--- a/0.4/install.html
+++ b/0.4/install.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="_static/documentation_options.js?v=6c02275b"></script>
+    <script src="_static/documentation_options.js?v=c87aa342"></script>
     <script src="_static/doctools.js?v=9bcbadda"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="Home" href="index.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
diff --git a/0.4/lite/api/contents/all.json b/0.4/lite/api/contents/all.json
index 77c1f592a..f468c4b9d 100644
--- a/0.4/lite/api/contents/all.json
+++ b/0.4/lite/api/contents/all.json
@@ -2,11 +2,11 @@
   "content": [
     {
       "content": null,
-      "created": "2024-12-11T19:24:16.754049Z",
+      "created": "2024-12-11T19:35:09.528841Z",
       "format": null,
       "hash": null,
       "hash_algorithm": null,
-      "last_modified": "2024-12-11T19:24:16.754049Z",
+      "last_modified": "2024-12-11T19:35:09.528841Z",
       "mimetype": null,
       "name": "auto_examples",
       "path": "auto_examples",
@@ -15,11 +15,11 @@
       "writable": true
     }
   ],
-  "created": "2024-12-11T19:24:16.750048Z",
+  "created": "2024-12-11T19:35:09.524842Z",
   "format": "json",
   "hash": null,
   "hash_algorithm": null,
-  "last_modified": "2024-12-11T19:24:16.750048Z",
+  "last_modified": "2024-12-11T19:35:09.524842Z",
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   "name": "",
   "path": "",
diff --git a/0.4/lite/api/contents/auto_examples/all.json b/0.4/lite/api/contents/auto_examples/all.json
index 78e5228c6..3e6ed844a 100644
--- a/0.4/lite/api/contents/auto_examples/all.json
+++ b/0.4/lite/api/contents/auto_examples/all.json
@@ -2,11 +2,11 @@
   "content": [
     {
       "content": null,
-      "created": "2024-12-11T19:24:16.750048Z",
+      "created": "2024-12-11T19:35:09.525842Z",
       "format": null,
       "hash": null,
       "hash_algorithm": null,
-      "last_modified": "2024-12-11T19:24:13.648008Z",
+      "last_modified": "2024-12-11T19:35:06.701829Z",
       "mimetype": null,
       "name": "00_getting_started.ipynb",
       "path": "auto_examples/00_getting_started.ipynb",
@@ -16,11 +16,11 @@
     },
     {
       "content": null,
-      "created": "2024-12-11T19:24:16.751049Z",
+      "created": "2024-12-11T19:35:09.525842Z",
       "format": null,
       "hash": null,
       "hash_algorithm": null,
-      "last_modified": "2024-12-11T19:24:13.650008Z",
+      "last_modified": "2024-12-11T19:35:06.702829Z",
       "mimetype": null,
       "name": "01_encodings.ipynb",
       "path": "auto_examples/01_encodings.ipynb",
@@ -30,11 +30,11 @@
     },
     {
       "content": null,
-      "created": "2024-12-11T19:24:16.751049Z",
+      "created": "2024-12-11T19:35:09.526842Z",
       "format": null,
       "hash": null,
       "hash_algorithm": null,
-      "last_modified": "2024-12-11T19:24:13.650008Z",
+      "last_modified": "2024-12-11T19:35:06.703829Z",
       "mimetype": null,
       "name": "02_text_with_string_encoders.ipynb",
       "path": "auto_examples/02_text_with_string_encoders.ipynb",
@@ -44,11 +44,11 @@
     },
     {
       "content": null,
-      "created": "2024-12-11T19:24:16.752048Z",
+      "created": "2024-12-11T19:35:09.526842Z",
       "format": null,
       "hash": null,
       "hash_algorithm": null,
-      "last_modified": "2024-12-11T19:24:13.651008Z",
+      "last_modified": "2024-12-11T19:35:06.704829Z",
       "mimetype": null,
       "name": "03_datetime_encoder.ipynb",
       "path": "auto_examples/03_datetime_encoder.ipynb",
@@ -58,25 +58,25 @@
     },
     {
       "content": null,
-      "created": "2024-12-11T19:24:16.752048Z",
+      "created": "2024-12-11T19:35:09.526842Z",
       "format": null,
       "hash": null,
       "hash_algorithm": null,
-      "last_modified": "2024-12-11T19:24:13.652009Z",
+      "last_modified": "2024-12-11T19:35:06.705829Z",
       "mimetype": null,
       "name": "04_fuzzy_joining.ipynb",
       "path": "auto_examples/04_fuzzy_joining.ipynb",
-      "size": 20492,
+      "size": 20493,
       "type": "notebook",
       "writable": true
     },
     {
       "content": null,
-      "created": "2024-12-11T19:24:16.752048Z",
+      "created": "2024-12-11T19:35:09.527842Z",
       "format": null,
       "hash": null,
       "hash_algorithm": null,
-      "last_modified": "2024-12-11T19:24:13.653008Z",
+      "last_modified": "2024-12-11T19:35:06.706829Z",
       "mimetype": null,
       "name": "05_deduplication.ipynb",
       "path": "auto_examples/05_deduplication.ipynb",
@@ -86,39 +86,39 @@
     },
     {
       "content": null,
-      "created": "2024-12-11T19:24:16.753048Z",
+      "created": "2024-12-11T19:35:09.527842Z",
       "format": null,
       "hash": null,
       "hash_algorithm": null,
-      "last_modified": "2024-12-11T19:24:13.654009Z",
+      "last_modified": "2024-12-11T19:35:06.707829Z",
       "mimetype": null,
       "name": "06_ken_embeddings.ipynb",
       "path": "auto_examples/06_ken_embeddings.ipynb",
-      "size": 17655,
+      "size": 17654,
       "type": "notebook",
       "writable": true
     },
     {
       "content": null,
-      "created": "2024-12-11T19:24:16.753048Z",
+      "created": "2024-12-11T19:35:09.527842Z",
       "format": null,
       "hash": null,
       "hash_algorithm": null,
-      "last_modified": "2024-12-11T19:24:13.655009Z",
+      "last_modified": "2024-12-11T19:35:06.707829Z",
       "mimetype": null,
       "name": "07_multiple_key_join.ipynb",
       "path": "auto_examples/07_multiple_key_join.ipynb",
-      "size": 10044,
+      "size": 10043,
       "type": "notebook",
       "writable": true
     },
     {
       "content": null,
-      "created": "2024-12-11T19:24:16.754049Z",
+      "created": "2024-12-11T19:35:09.528841Z",
       "format": null,
       "hash": null,
       "hash_algorithm": null,
-      "last_modified": "2024-12-11T19:24:13.655009Z",
+      "last_modified": "2024-12-11T19:35:06.708829Z",
       "mimetype": null,
       "name": "08_join_aggregation.ipynb",
       "path": "auto_examples/08_join_aggregation.ipynb",
@@ -128,11 +128,11 @@
     },
     {
       "content": null,
-      "created": "2024-12-11T19:24:16.754049Z",
+      "created": "2024-12-11T19:35:09.528841Z",
       "format": null,
       "hash": null,
       "hash_algorithm": null,
-      "last_modified": "2024-12-11T19:24:13.656008Z",
+      "last_modified": "2024-12-11T19:35:06.709829Z",
       "mimetype": null,
       "name": "09_interpolation_join.ipynb",
       "path": "auto_examples/09_interpolation_join.ipynb",
@@ -141,11 +141,11 @@
       "writable": true
     }
   ],
-  "created": "2024-12-11T19:24:16.754049Z",
+  "created": "2024-12-11T19:35:09.528841Z",
   "format": "json",
   "hash": null,
   "hash_algorithm": null,
-  "last_modified": "2024-12-11T19:24:16.754049Z",
+  "last_modified": "2024-12-11T19:35:09.528841Z",
   "mimetype": null,
   "name": "auto_examples",
   "path": "auto_examples",
diff --git a/0.4/lite/files/auto_examples/04_fuzzy_joining.ipynb b/0.4/lite/files/auto_examples/04_fuzzy_joining.ipynb
index d251f81bd..f5f40c2c5 100644
--- a/0.4/lite/files/auto_examples/04_fuzzy_joining.ipynb
+++ b/0.4/lite/files/auto_examples/04_fuzzy_joining.ipynb
@@ -230,7 +230,7 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "We see that our |fj| succesfully identified the countries,\neven though some country names differ between tables.\n\nFor instance, \"Egypt\" and \"Egypt, Arab Rep.\" are correctly matched, as are\n\"Lesotho*\" and \"Lesotho\".\n\n.. topic:: Note:\n\n   This would all be missed out if we were using other methods such as\n   [pandas.merge](https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.merge.html),\n   which can only find exact matches.\n   In this case, to reach the best result, we would have to `manually` clean\n   the data (e.g. remove the * after country name) and look\n   for matching patterns in every observation.\n\nLet's do some more inspection of the merging done.\n\n"
+        "We see that our |fj| successfully identified the countries,\neven though some country names differ between tables.\n\nFor instance, \"Egypt\" and \"Egypt, Arab Rep.\" are correctly matched, as are\n\"Lesotho*\" and \"Lesotho\".\n\n.. topic:: Note:\n\n   This would all be missed out if we were using other methods such as\n   [pandas.merge](https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.merge.html),\n   which can only find exact matches.\n   In this case, to reach the best result, we would have to `manually` clean\n   the data (e.g. remove the * after country name) and look\n   for matching patterns in every observation.\n\nLet's do some more inspection of the merging done.\n\n"
       ]
     },
     {
@@ -255,7 +255,7 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "We see that some matches were unsuccesful\n(e.g \"Palestinian Territories*\" and \"Palau\"),\nbecause there is simply no match in the two tables.\n\n"
+        "We see that some matches were unsuccessful\n(e.g \"Palestinian Territories*\" and \"Palau\"),\nbecause there is simply no match in the two tables.\n\n"
       ]
     },
     {
@@ -470,7 +470,7 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "We have a satisfying first result: an R\u00b2 of 0.63!\n\nData cleaning varies from dataset to dataset: there are as\nmany ways to clean a table as there are errors. |fj|\nmethod is generalizable across all datasets.\n\nData transformation is also often very costly in both time and ressources.\n|fj| is fast and easy-to-use.\n\nNow up to you, try improving our model by adding information into it and\nbeating our result!\n\n"
+        "We have a satisfying first result: an R\u00b2 of 0.63!\n\nData cleaning varies from dataset to dataset: there are as\nmany ways to clean a table as there are errors. |fj|\nmethod is generalizable across all datasets.\n\nData transformation is also often very costly in both time and resources.\n|fj| is fast and easy-to-use.\n\nNow up to you, try improving our model by adding information into it and\nbeating our result!\n\n"
       ]
     },
     {
diff --git a/0.4/lite/files/auto_examples/06_ken_embeddings.ipynb b/0.4/lite/files/auto_examples/06_ken_embeddings.ipynb
index 6cedae454..bc06d9f7d 100644
--- a/0.4/lite/files/auto_examples/06_ken_embeddings.ipynb
+++ b/0.4/lite/files/auto_examples/06_ken_embeddings.ipynb
@@ -22,7 +22,7 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "\n# Wikipedia embeddings to enrich the data\n\nWhen the data comprises common entities (cities,\ncompanies or famous people), bringing new information assembled from external\nsources may be the key to improving the analysis.\n\nEmbeddings, or vectorial representations of entities, are a conveniant way to\ncapture and summarize the information on an entity.\nRelational data embeddings capture all common entities from Wikipedia. [#]_\nThese will be called `KEN embeddings` in the following example.\n\nWe will see that these embeddings of common entities significantly\nimprove our results.\n\n<div class=\"alert alert-info\"><h4>Note</h4><p>This example requires `pyarrow` to be installed.</p></div>\n\n.. [#] https://soda-inria.github.io/ken_embeddings/\n\n\n .. |Pipeline| replace::\n     :class:`~sklearn.pipeline.Pipeline`\n\n .. |OneHotEncoder| replace::\n     :class:`~sklearn.preprocessing.OneHotEncoder`\n\n .. |ColumnTransformer| replace::\n     :class:`~sklearn.compose.ColumnTransformer`\n\n .. |MinHash| replace::\n     :class:`~skrub.MinHashEncoder`\n\n .. |HGBR| replace::\n     :class:`~sklearn.ensemble.HistGradientBoostingRegressor`\n"
+        "\n# Wikipedia embeddings to enrich the data\n\nWhen the data comprises common entities (cities,\ncompanies or famous people), bringing new information assembled from external\nsources may be the key to improving the analysis.\n\nEmbeddings, or vectorial representations of entities, are a convenient way to\ncapture and summarize the information on an entity.\nRelational data embeddings capture all common entities from Wikipedia. [#]_\nThese will be called `KEN embeddings` in the following example.\n\nWe will see that these embeddings of common entities significantly\nimprove our results.\n\n<div class=\"alert alert-info\"><h4>Note</h4><p>This example requires `pyarrow` to be installed.</p></div>\n\n.. [#] https://soda-inria.github.io/ken_embeddings/\n\n\n .. |Pipeline| replace::\n     :class:`~sklearn.pipeline.Pipeline`\n\n .. |OneHotEncoder| replace::\n     :class:`~sklearn.preprocessing.OneHotEncoder`\n\n .. |ColumnTransformer| replace::\n     :class:`~sklearn.compose.ColumnTransformer`\n\n .. |MinHash| replace::\n     :class:`~skrub.MinHashEncoder`\n\n .. |HGBR| replace::\n     :class:`~sklearn.ensemble.HistGradientBoostingRegressor`\n"
       ]
     },
     {
@@ -281,7 +281,7 @@
       },
       "outputs": [],
       "source": [
-        "from sklearn.model_selection import cross_validate\n\n# We will save the results in a dictionnary:\nall_r2_scores = dict()\nall_rmse_scores = dict()\n\ncv_results = cross_validate(\n    pipeline, X_full, y, scoring=[\"r2\", \"neg_root_mean_squared_error\"]\n)\n\nall_r2_scores[\"Base features\"] = cv_results[\"test_r2\"]\nall_rmse_scores[\"Base features\"] = -cv_results[\"test_neg_root_mean_squared_error\"]\n\nprint(\"With base features:\")\nprint(\n    f\"Mean R2 is {all_r2_scores['Base features'].mean():.2f} +-\"\n    f\" {all_r2_scores['Base features'].std():.2f} and the RMSE is\"\n    f\" {all_rmse_scores['Base features'].mean():.2f} +-\"\n    f\" {all_rmse_scores['Base features'].std():.2f}\"\n)"
+        "from sklearn.model_selection import cross_validate\n\n# We will save the results in a dictionary:\nall_r2_scores = dict()\nall_rmse_scores = dict()\n\ncv_results = cross_validate(\n    pipeline, X_full, y, scoring=[\"r2\", \"neg_root_mean_squared_error\"]\n)\n\nall_r2_scores[\"Base features\"] = cv_results[\"test_r2\"]\nall_rmse_scores[\"Base features\"] = -cv_results[\"test_neg_root_mean_squared_error\"]\n\nprint(\"With base features:\")\nprint(\n    f\"Mean R2 is {all_r2_scores['Base features'].mean():.2f} +-\"\n    f\" {all_r2_scores['Base features'].std():.2f} and the RMSE is\"\n    f\" {all_rmse_scores['Base features'].mean():.2f} +-\"\n    f\" {all_rmse_scores['Base features'].std():.2f}\"\n)"
       ]
     },
     {
diff --git a/0.4/lite/files/auto_examples/07_multiple_key_join.ipynb b/0.4/lite/files/auto_examples/07_multiple_key_join.ipynb
index 4186872d8..00cf5a9a4 100644
--- a/0.4/lite/files/auto_examples/07_multiple_key_join.ipynb
+++ b/0.4/lite/files/auto_examples/07_multiple_key_join.ipynb
@@ -22,7 +22,7 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "\n\n# Spatial join for flight data: Joining across multiple columns\n\nJoining tables may be difficult if one entry on one side does not have\nan exact match on the other side.\n\nThis problem becomes even more complex when multiple columns\nare significant for the join. For instance, this is the case\nfor **spatial joins** on two columns, typically\nlongitude and latitude.\n\n|joiner| is a scikit-learn compatible transformer that enables\nperforming joins across multiple keys,\nindependantly of the data type (numerical, string or mixed).\n\nThe following example uses US domestic flights data\nto illustrate how space and time information from a\npool of tables are combined for machine learning.\n\n.. |fj| replace:: :func:`~skrub.fuzzy_join`\n\n.. |joiner| replace:: :func:`~skrub.Joiner`\n\n.. |Pipeline| replace::\n     :class:`~sklearn.pipeline.Pipeline`\n"
+        "\n\n# Spatial join for flight data: Joining across multiple columns\n\nJoining tables may be difficult if one entry on one side does not have\nan exact match on the other side.\n\nThis problem becomes even more complex when multiple columns\nare significant for the join. For instance, this is the case\nfor **spatial joins** on two columns, typically\nlongitude and latitude.\n\n|joiner| is a scikit-learn compatible transformer that enables\nperforming joins across multiple keys,\nindependently of the data type (numerical, string or mixed).\n\nThe following example uses US domestic flights data\nto illustrate how space and time information from a\npool of tables are combined for machine learning.\n\n.. |fj| replace:: :func:`~skrub.fuzzy_join`\n\n.. |joiner| replace:: :func:`~skrub.Joiner`\n\n.. |Pipeline| replace::\n     :class:`~sklearn.pipeline.Pipeline`\n"
       ]
     },
     {
@@ -151,7 +151,7 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "Then we join this table with the airports so that we get all auxilliary\ntables into one.\n\n"
+        "Then we join this table with the airports so that we get all auxiliary\ntables into one.\n\n"
       ]
     },
     {
@@ -169,7 +169,7 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "Joining airports with flights data:\nLet's instanciate another multiple key joiner on the date and the airport:\n\n"
+        "Joining airports with flights data:\nLet's instantiate another multiple key joiner on the date and the airport:\n\n"
       ]
     },
     {
diff --git a/0.4/notebooks/auto_examples/04_fuzzy_joining.ipynb b/0.4/notebooks/auto_examples/04_fuzzy_joining.ipynb
index 0b045c1dd..5850fedd8 100644
--- a/0.4/notebooks/auto_examples/04_fuzzy_joining.ipynb
+++ b/0.4/notebooks/auto_examples/04_fuzzy_joining.ipynb
@@ -212,7 +212,7 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "We see that our |fj| succesfully identified the countries,\neven though some country names differ between tables.\n\nFor instance, \"Egypt\" and \"Egypt, Arab Rep.\" are correctly matched, as are\n\"Lesotho*\" and \"Lesotho\".\n\n.. topic:: Note:\n\n   This would all be missed out if we were using other methods such as\n   [pandas.merge](https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.merge.html),\n   which can only find exact matches.\n   In this case, to reach the best result, we would have to `manually` clean\n   the data (e.g. remove the * after country name) and look\n   for matching patterns in every observation.\n\nLet's do some more inspection of the merging done.\n\n"
+        "We see that our |fj| successfully identified the countries,\neven though some country names differ between tables.\n\nFor instance, \"Egypt\" and \"Egypt, Arab Rep.\" are correctly matched, as are\n\"Lesotho*\" and \"Lesotho\".\n\n.. topic:: Note:\n\n   This would all be missed out if we were using other methods such as\n   [pandas.merge](https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.merge.html),\n   which can only find exact matches.\n   In this case, to reach the best result, we would have to `manually` clean\n   the data (e.g. remove the * after country name) and look\n   for matching patterns in every observation.\n\nLet's do some more inspection of the merging done.\n\n"
       ]
     },
     {
@@ -237,7 +237,7 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "We see that some matches were unsuccesful\n(e.g \"Palestinian Territories*\" and \"Palau\"),\nbecause there is simply no match in the two tables.\n\n"
+        "We see that some matches were unsuccessful\n(e.g \"Palestinian Territories*\" and \"Palau\"),\nbecause there is simply no match in the two tables.\n\n"
       ]
     },
     {
@@ -452,7 +452,7 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "We have a satisfying first result: an R\u00b2 of 0.63!\n\nData cleaning varies from dataset to dataset: there are as\nmany ways to clean a table as there are errors. |fj|\nmethod is generalizable across all datasets.\n\nData transformation is also often very costly in both time and ressources.\n|fj| is fast and easy-to-use.\n\nNow up to you, try improving our model by adding information into it and\nbeating our result!\n\n"
+        "We have a satisfying first result: an R\u00b2 of 0.63!\n\nData cleaning varies from dataset to dataset: there are as\nmany ways to clean a table as there are errors. |fj|\nmethod is generalizable across all datasets.\n\nData transformation is also often very costly in both time and resources.\n|fj| is fast and easy-to-use.\n\nNow up to you, try improving our model by adding information into it and\nbeating our result!\n\n"
       ]
     },
     {
diff --git a/0.4/notebooks/auto_examples/06_ken_embeddings.ipynb b/0.4/notebooks/auto_examples/06_ken_embeddings.ipynb
index d069844e3..d84d679d5 100644
--- a/0.4/notebooks/auto_examples/06_ken_embeddings.ipynb
+++ b/0.4/notebooks/auto_examples/06_ken_embeddings.ipynb
@@ -4,7 +4,7 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "\n# Wikipedia embeddings to enrich the data\n\nWhen the data comprises common entities (cities,\ncompanies or famous people), bringing new information assembled from external\nsources may be the key to improving the analysis.\n\nEmbeddings, or vectorial representations of entities, are a conveniant way to\ncapture and summarize the information on an entity.\nRelational data embeddings capture all common entities from Wikipedia. [#]_\nThese will be called `KEN embeddings` in the following example.\n\nWe will see that these embeddings of common entities significantly\nimprove our results.\n\n<div class=\"alert alert-info\"><h4>Note</h4><p>This example requires `pyarrow` to be installed.</p></div>\n\n.. [#] https://soda-inria.github.io/ken_embeddings/\n\n\n .. |Pipeline| replace::\n     :class:`~sklearn.pipeline.Pipeline`\n\n .. |OneHotEncoder| replace::\n     :class:`~sklearn.preprocessing.OneHotEncoder`\n\n .. |ColumnTransformer| replace::\n     :class:`~sklearn.compose.ColumnTransformer`\n\n .. |MinHash| replace::\n     :class:`~skrub.MinHashEncoder`\n\n .. |HGBR| replace::\n     :class:`~sklearn.ensemble.HistGradientBoostingRegressor`\n"
+        "\n# Wikipedia embeddings to enrich the data\n\nWhen the data comprises common entities (cities,\ncompanies or famous people), bringing new information assembled from external\nsources may be the key to improving the analysis.\n\nEmbeddings, or vectorial representations of entities, are a convenient way to\ncapture and summarize the information on an entity.\nRelational data embeddings capture all common entities from Wikipedia. [#]_\nThese will be called `KEN embeddings` in the following example.\n\nWe will see that these embeddings of common entities significantly\nimprove our results.\n\n<div class=\"alert alert-info\"><h4>Note</h4><p>This example requires `pyarrow` to be installed.</p></div>\n\n.. [#] https://soda-inria.github.io/ken_embeddings/\n\n\n .. |Pipeline| replace::\n     :class:`~sklearn.pipeline.Pipeline`\n\n .. |OneHotEncoder| replace::\n     :class:`~sklearn.preprocessing.OneHotEncoder`\n\n .. |ColumnTransformer| replace::\n     :class:`~sklearn.compose.ColumnTransformer`\n\n .. |MinHash| replace::\n     :class:`~skrub.MinHashEncoder`\n\n .. |HGBR| replace::\n     :class:`~sklearn.ensemble.HistGradientBoostingRegressor`\n"
       ]
     },
     {
@@ -263,7 +263,7 @@
       },
       "outputs": [],
       "source": [
-        "from sklearn.model_selection import cross_validate\n\n# We will save the results in a dictionnary:\nall_r2_scores = dict()\nall_rmse_scores = dict()\n\ncv_results = cross_validate(\n    pipeline, X_full, y, scoring=[\"r2\", \"neg_root_mean_squared_error\"]\n)\n\nall_r2_scores[\"Base features\"] = cv_results[\"test_r2\"]\nall_rmse_scores[\"Base features\"] = -cv_results[\"test_neg_root_mean_squared_error\"]\n\nprint(\"With base features:\")\nprint(\n    f\"Mean R2 is {all_r2_scores['Base features'].mean():.2f} +-\"\n    f\" {all_r2_scores['Base features'].std():.2f} and the RMSE is\"\n    f\" {all_rmse_scores['Base features'].mean():.2f} +-\"\n    f\" {all_rmse_scores['Base features'].std():.2f}\"\n)"
+        "from sklearn.model_selection import cross_validate\n\n# We will save the results in a dictionary:\nall_r2_scores = dict()\nall_rmse_scores = dict()\n\ncv_results = cross_validate(\n    pipeline, X_full, y, scoring=[\"r2\", \"neg_root_mean_squared_error\"]\n)\n\nall_r2_scores[\"Base features\"] = cv_results[\"test_r2\"]\nall_rmse_scores[\"Base features\"] = -cv_results[\"test_neg_root_mean_squared_error\"]\n\nprint(\"With base features:\")\nprint(\n    f\"Mean R2 is {all_r2_scores['Base features'].mean():.2f} +-\"\n    f\" {all_r2_scores['Base features'].std():.2f} and the RMSE is\"\n    f\" {all_rmse_scores['Base features'].mean():.2f} +-\"\n    f\" {all_rmse_scores['Base features'].std():.2f}\"\n)"
       ]
     },
     {
diff --git a/0.4/notebooks/auto_examples/07_multiple_key_join.ipynb b/0.4/notebooks/auto_examples/07_multiple_key_join.ipynb
index 676fc97e6..44b66288b 100644
--- a/0.4/notebooks/auto_examples/07_multiple_key_join.ipynb
+++ b/0.4/notebooks/auto_examples/07_multiple_key_join.ipynb
@@ -4,7 +4,7 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "\n\n# Spatial join for flight data: Joining across multiple columns\n\nJoining tables may be difficult if one entry on one side does not have\nan exact match on the other side.\n\nThis problem becomes even more complex when multiple columns\nare significant for the join. For instance, this is the case\nfor **spatial joins** on two columns, typically\nlongitude and latitude.\n\n|joiner| is a scikit-learn compatible transformer that enables\nperforming joins across multiple keys,\nindependantly of the data type (numerical, string or mixed).\n\nThe following example uses US domestic flights data\nto illustrate how space and time information from a\npool of tables are combined for machine learning.\n\n.. |fj| replace:: :func:`~skrub.fuzzy_join`\n\n.. |joiner| replace:: :func:`~skrub.Joiner`\n\n.. |Pipeline| replace::\n     :class:`~sklearn.pipeline.Pipeline`\n"
+        "\n\n# Spatial join for flight data: Joining across multiple columns\n\nJoining tables may be difficult if one entry on one side does not have\nan exact match on the other side.\n\nThis problem becomes even more complex when multiple columns\nare significant for the join. For instance, this is the case\nfor **spatial joins** on two columns, typically\nlongitude and latitude.\n\n|joiner| is a scikit-learn compatible transformer that enables\nperforming joins across multiple keys,\nindependently of the data type (numerical, string or mixed).\n\nThe following example uses US domestic flights data\nto illustrate how space and time information from a\npool of tables are combined for machine learning.\n\n.. |fj| replace:: :func:`~skrub.fuzzy_join`\n\n.. |joiner| replace:: :func:`~skrub.Joiner`\n\n.. |Pipeline| replace::\n     :class:`~sklearn.pipeline.Pipeline`\n"
       ]
     },
     {
@@ -133,7 +133,7 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "Then we join this table with the airports so that we get all auxilliary\ntables into one.\n\n"
+        "Then we join this table with the airports so that we get all auxiliary\ntables into one.\n\n"
       ]
     },
     {
@@ -151,7 +151,7 @@
       "cell_type": "markdown",
       "metadata": {},
       "source": [
-        "Joining airports with flights data:\nLet's instanciate another multiple key joiner on the date and the airport:\n\n"
+        "Joining airports with flights data:\nLet's instantiate another multiple key joiner on the date and the airport:\n\n"
       ]
     },
     {
diff --git a/0.4/objects.inv b/0.4/objects.inv
index c47e6561d90470bc97c10cdcc332e18c145d1b24..26025e0bbf688c4de26f4e86c90ac7b88b9fad06 100644
GIT binary patch
delta 12
TcmbO#H&t$eEu-N^yX$-a8<GS%

delta 12
TcmbO#H&t$eEu+CkyX$-a8;t}x

diff --git a/0.4/reference/generated/skrub.AggJoiner.html b/0.4/reference/generated/skrub.AggJoiner.html
index b72f12da3..700ae931a 100644
--- a/0.4/reference/generated/skrub.AggJoiner.html
+++ b/0.4/reference/generated/skrub.AggJoiner.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="Joiner" href="skrub.Joiner.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -599,7 +599,7 @@
 <h1>AggJoiner<a class="headerlink" href="#aggjoiner" title="Link to this heading">#</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="skrub.AggJoiner">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">AggJoiner</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">aux_table</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">operations</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">key</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">main_key</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">aux_key</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cols</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">suffix</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">''</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_agg_joiner.py#L171"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggJoiner" title="Link to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">AggJoiner</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">aux_table</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">operations</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">key</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">main_key</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">aux_key</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cols</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">suffix</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">''</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_agg_joiner.py#L171"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggJoiner" title="Link to this definition">#</a></dt>
 <dd><p>Aggregate an auxiliary dataframe before joining it on a base dataframe.</p>
 <p>Apply numerical and categorical aggregation operations on the columns (i.e. <cite>cols</cite>)
 to aggregate. See the list of supported operations at the parameter <cite>operations</cite>.</p>
@@ -709,7 +709,7 @@ <h1>AggJoiner<a class="headerlink" href="#aggjoiner" title="Link to this heading
 </div>
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.AggJoiner.fit">
-<span class="sig-name descname"><span class="pre">fit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_agg_joiner.py#L339"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggJoiner.fit" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">fit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_agg_joiner.py#L339"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggJoiner.fit" title="Link to this definition">#</a></dt>
 <dd><p>Aggregate auxiliary table based on the main keys.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -732,7 +732,7 @@ <h1>AggJoiner<a class="headerlink" href="#aggjoiner" title="Link to this heading
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.AggJoiner.fit_transform">
-<span class="sig-name descname"><span class="pre">fit_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_agg_joiner.py#L277"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggJoiner.fit_transform" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">fit_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_agg_joiner.py#L277"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggJoiner.fit_transform" title="Link to this definition">#</a></dt>
 <dd><p>Aggregate auxiliary table based on the main keys.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -755,7 +755,7 @@ <h1>AggJoiner<a class="headerlink" href="#aggjoiner" title="Link to this heading
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.AggJoiner.get_feature_names_out">
-<span class="sig-name descname"><span class="pre">get_feature_names_out</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_agg_joiner.py#L384"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggJoiner.get_feature_names_out" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_feature_names_out</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_agg_joiner.py#L384"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggJoiner.get_feature_names_out" title="Link to this definition">#</a></dt>
 <dd><p>Get output feature names for transformation.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -769,7 +769,7 @@ <h1>AggJoiner<a class="headerlink" href="#aggjoiner" title="Link to this heading
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.AggJoiner.get_metadata_routing">
-<span class="sig-name descname"><span class="pre">get_metadata_routing</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1496"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggJoiner.get_metadata_routing" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_metadata_routing</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1496"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggJoiner.get_metadata_routing" title="Link to this definition">#</a></dt>
 <dd><p>Get metadata routing of this object.</p>
 <p>Please check <a class="reference external" href="https://scikit-learn.org/stable/metadata_routing.html#metadata-routing" title="(in scikit-learn v1.6)"><span class="xref std std-ref">User Guide</span></a> on how the routing
 mechanism works.</p>
@@ -786,7 +786,7 @@ <h1>AggJoiner<a class="headerlink" href="#aggjoiner" title="Link to this heading
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.AggJoiner.get_params">
-<span class="sig-name descname"><span class="pre">get_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">deep</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L227"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggJoiner.get_params" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">deep</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L227"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggJoiner.get_params" title="Link to this definition">#</a></dt>
 <dd><p>Get parameters for this estimator.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -807,7 +807,7 @@ <h1>AggJoiner<a class="headerlink" href="#aggjoiner" title="Link to this heading
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.AggJoiner.set_output">
-<span class="sig-name descname"><span class="pre">set_output</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transform</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_set_output.py#L389"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggJoiner.set_output" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_output</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transform</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_set_output.py#L389"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggJoiner.set_output" title="Link to this definition">#</a></dt>
 <dd><p>Set output container.</p>
 <p>See <a class="reference external" href="https://scikit-learn.org/stable/auto_examples/miscellaneous/plot_set_output.html#sphx-glr-auto-examples-miscellaneous-plot-set-output-py" title="(in scikit-learn v1.6)"><span>Introducing the set_output API</span></a>
 for an example on how to use the API.</p>
@@ -838,7 +838,7 @@ <h1>AggJoiner<a class="headerlink" href="#aggjoiner" title="Link to this heading
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.AggJoiner.set_params">
-<span class="sig-name descname"><span class="pre">set_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L251"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggJoiner.set_params" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L251"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggJoiner.set_params" title="Link to this definition">#</a></dt>
 <dd><p>Set the parameters of this estimator.</p>
 <p>The method works on simple estimators as well as on nested objects
 (such as <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.pipeline.Pipeline.html#sklearn.pipeline.Pipeline" title="(in scikit-learn v1.6)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Pipeline</span></code></a>). The latter have
@@ -862,7 +862,7 @@ <h1>AggJoiner<a class="headerlink" href="#aggjoiner" title="Link to this heading
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.AggJoiner.transform">
-<span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_agg_joiner.py#L358"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggJoiner.transform" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_agg_joiner.py#L358"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggJoiner.transform" title="Link to this definition">#</a></dt>
 <dd><p>Left-join pre-aggregated table on <cite>X</cite>.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
diff --git a/0.4/reference/generated/skrub.AggTarget.html b/0.4/reference/generated/skrub.AggTarget.html
index 703a67b60..cd2d76edf 100644
--- a/0.4/reference/generated/skrub.AggTarget.html
+++ b/0.4/reference/generated/skrub.AggTarget.html
@@ -52,7 +52,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -62,7 +62,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -73,7 +73,7 @@
     <link rel="prev" title="MultiAggJoiner" href="skrub.MultiAggJoiner.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -597,7 +597,7 @@
 <h1>AggTarget<a class="headerlink" href="#aggtarget" title="Link to this heading">#</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="skrub.AggTarget">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">AggTarget</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">main_key</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">operations</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">suffix</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'_target'</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_agg_joiner.py#L396"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggTarget" title="Link to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">AggTarget</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">main_key</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">operations</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">suffix</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'_target'</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_agg_joiner.py#L396"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggTarget" title="Link to this definition">#</a></dt>
 <dd><p>Aggregate a target <cite>y</cite> before joining its aggregation on a base dataframe.</p>
 <p>Accepts <a class="reference external" href="http://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.html#pandas.DataFrame" title="(in pandas v2.2.3)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">pandas.DataFrame</span></code></a> or <code class="xref py py-class docutils literal notranslate"><span class="pre">polars.DataFrame</span></code> inputs.</p>
 <dl class="field-list">
@@ -687,7 +687,7 @@ <h1>AggTarget<a class="headerlink" href="#aggtarget" title="Link to this heading
 </div>
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.AggTarget.fit">
-<span class="sig-name descname"><span class="pre">fit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_agg_joiner.py#L545"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggTarget.fit" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">fit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_agg_joiner.py#L545"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggTarget.fit" title="Link to this definition">#</a></dt>
 <dd><p>Aggregate the target <cite>y</cite> based on keys from <cite>X</cite>.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -710,7 +710,7 @@ <h1>AggTarget<a class="headerlink" href="#aggtarget" title="Link to this heading
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.AggTarget.fit_transform">
-<span class="sig-name descname"><span class="pre">fit_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_agg_joiner.py#L471"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggTarget.fit_transform" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">fit_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_agg_joiner.py#L471"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggTarget.fit_transform" title="Link to this definition">#</a></dt>
 <dd><p>Aggregate the target <cite>y</cite> based on keys from <cite>X</cite>.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -733,7 +733,7 @@ <h1>AggTarget<a class="headerlink" href="#aggtarget" title="Link to this heading
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.AggTarget.get_feature_names_out">
-<span class="sig-name descname"><span class="pre">get_feature_names_out</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_agg_joiner.py#L590"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggTarget.get_feature_names_out" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_feature_names_out</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_agg_joiner.py#L590"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggTarget.get_feature_names_out" title="Link to this definition">#</a></dt>
 <dd><p>Get output feature names for transformation.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -747,7 +747,7 @@ <h1>AggTarget<a class="headerlink" href="#aggtarget" title="Link to this heading
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.AggTarget.get_metadata_routing">
-<span class="sig-name descname"><span class="pre">get_metadata_routing</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1496"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggTarget.get_metadata_routing" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_metadata_routing</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1496"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggTarget.get_metadata_routing" title="Link to this definition">#</a></dt>
 <dd><p>Get metadata routing of this object.</p>
 <p>Please check <a class="reference external" href="https://scikit-learn.org/stable/metadata_routing.html#metadata-routing" title="(in scikit-learn v1.6)"><span class="xref std std-ref">User Guide</span></a> on how the routing
 mechanism works.</p>
@@ -764,7 +764,7 @@ <h1>AggTarget<a class="headerlink" href="#aggtarget" title="Link to this heading
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.AggTarget.get_params">
-<span class="sig-name descname"><span class="pre">get_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">deep</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L227"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggTarget.get_params" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">deep</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L227"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggTarget.get_params" title="Link to this definition">#</a></dt>
 <dd><p>Get parameters for this estimator.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -785,7 +785,7 @@ <h1>AggTarget<a class="headerlink" href="#aggtarget" title="Link to this heading
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.AggTarget.set_output">
-<span class="sig-name descname"><span class="pre">set_output</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transform</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_set_output.py#L389"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggTarget.set_output" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_output</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transform</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_set_output.py#L389"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggTarget.set_output" title="Link to this definition">#</a></dt>
 <dd><p>Set output container.</p>
 <p>See <a class="reference external" href="https://scikit-learn.org/stable/auto_examples/miscellaneous/plot_set_output.html#sphx-glr-auto-examples-miscellaneous-plot-set-output-py" title="(in scikit-learn v1.6)"><span>Introducing the set_output API</span></a>
 for an example on how to use the API.</p>
@@ -816,7 +816,7 @@ <h1>AggTarget<a class="headerlink" href="#aggtarget" title="Link to this heading
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.AggTarget.set_params">
-<span class="sig-name descname"><span class="pre">set_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L251"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggTarget.set_params" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L251"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggTarget.set_params" title="Link to this definition">#</a></dt>
 <dd><p>Set the parameters of this estimator.</p>
 <p>The method works on simple estimators as well as on nested objects
 (such as <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.pipeline.Pipeline.html#sklearn.pipeline.Pipeline" title="(in scikit-learn v1.6)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Pipeline</span></code></a>). The latter have
@@ -840,7 +840,7 @@ <h1>AggTarget<a class="headerlink" href="#aggtarget" title="Link to this heading
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.AggTarget.transform">
-<span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_agg_joiner.py#L565"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggTarget.transform" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_agg_joiner.py#L565"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.AggTarget.transform" title="Link to this definition">#</a></dt>
 <dd><p>Left-join pre-aggregated target on <cite>X</cite>.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
diff --git a/0.4/reference/generated/skrub.DatetimeEncoder.html b/0.4/reference/generated/skrub.DatetimeEncoder.html
index ecd060625..53ec9d733 100644
--- a/0.4/reference/generated/skrub.DatetimeEncoder.html
+++ b/0.4/reference/generated/skrub.DatetimeEncoder.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="SimilarityEncoder" href="skrub.SimilarityEncoder.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -599,7 +599,7 @@
 <h1>DatetimeEncoder<a class="headerlink" href="#datetimeencoder" title="Link to this heading">#</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="skrub.DatetimeEncoder">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">DatetimeEncoder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">resolution</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'hour'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">add_weekday</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">add_total_seconds</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_datetime_encoder.py#L72"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.DatetimeEncoder" title="Link to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">DatetimeEncoder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">resolution</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'hour'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">add_weekday</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">add_total_seconds</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_datetime_encoder.py#L73"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.DatetimeEncoder" title="Link to this definition">#</a></dt>
 <dd><p>Extract temporal features such as month, day of the week, … from a datetime column.</p>
 <div class="admonition note">
 <p class="admonition-title">Note</p>
@@ -671,7 +671,7 @@ <h1>DatetimeEncoder<a class="headerlink" href="#datetimeencoder" title="Link to
 <span class="go">0   2024-05-13 12:05:36</span>
 <span class="go">1                   NaT</span>
 <span class="go">2   2024-05-15 13:46:02</span>
-<span class="go">Name: login, dtype: datetime64[ns]</span>
+<span class="go">Name: login, dtype: datetime64[...]</span>
 <span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">skrub</span> <span class="kn">import</span> <span class="n">DatetimeEncoder</span>
 </pre></div>
 </div>
@@ -773,7 +773,7 @@ <h1>DatetimeEncoder<a class="headerlink" href="#datetimeencoder" title="Link to
 <span class="go">0   2024-05-13 07:05:36-03:00</span>
 <span class="go">1                         NaT</span>
 <span class="go">2   2024-05-15 08:46:02-03:00</span>
-<span class="go">Name: login, dtype: datetime64[ns, America/Sao_Paulo]</span>
+<span class="go">Name: login, dtype: datetime64[..., America/Sao_Paulo]</span>
 <span class="gp">&gt;&gt;&gt; </span><span class="n">encoder</span><span class="o">.</span><span class="n">transform</span><span class="p">(</span><span class="n">login_sp</span><span class="p">)[</span><span class="s1">&#39;login_hour&#39;</span><span class="p">]</span>
 <span class="go">0    7.0</span>
 <span class="go">1    NaN</span>
@@ -829,7 +829,7 @@ <h1>DatetimeEncoder<a class="headerlink" href="#datetimeencoder" title="Link to
 </div>
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.DatetimeEncoder.fit">
-<span class="sig-name descname"><span class="pre">fit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">column</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_on_each_column.py#L76"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.DatetimeEncoder.fit" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">fit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">column</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_on_each_column.py#L76"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.DatetimeEncoder.fit" title="Link to this definition">#</a></dt>
 <dd><p>Fit the transformer.</p>
 <p>Subclasses should implement <code class="docutils literal notranslate"><span class="pre">fit_transform</span></code> and <code class="docutils literal notranslate"><span class="pre">transform</span></code>.</p>
 <dl class="field-list">
@@ -853,7 +853,7 @@ <h1>DatetimeEncoder<a class="headerlink" href="#datetimeencoder" title="Link to
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.DatetimeEncoder.fit_transform">
-<span class="sig-name descname"><span class="pre">fit_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">column</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_datetime_encoder.py#L263"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.DatetimeEncoder.fit_transform" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">fit_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">column</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_datetime_encoder.py#L264"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.DatetimeEncoder.fit_transform" title="Link to this definition">#</a></dt>
 <dd><p>Fit the encoder and transform a column.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -875,7 +875,7 @@ <h1>DatetimeEncoder<a class="headerlink" href="#datetimeencoder" title="Link to
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.DatetimeEncoder.get_metadata_routing">
-<span class="sig-name descname"><span class="pre">get_metadata_routing</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1496"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.DatetimeEncoder.get_metadata_routing" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_metadata_routing</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1496"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.DatetimeEncoder.get_metadata_routing" title="Link to this definition">#</a></dt>
 <dd><p>Get metadata routing of this object.</p>
 <p>Please check <a class="reference external" href="https://scikit-learn.org/stable/metadata_routing.html#metadata-routing" title="(in scikit-learn v1.6)"><span class="xref std std-ref">User Guide</span></a> on how the routing
 mechanism works.</p>
@@ -892,7 +892,7 @@ <h1>DatetimeEncoder<a class="headerlink" href="#datetimeencoder" title="Link to
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.DatetimeEncoder.get_params">
-<span class="sig-name descname"><span class="pre">get_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">deep</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L227"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.DatetimeEncoder.get_params" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">deep</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L227"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.DatetimeEncoder.get_params" title="Link to this definition">#</a></dt>
 <dd><p>Get parameters for this estimator.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -913,7 +913,7 @@ <h1>DatetimeEncoder<a class="headerlink" href="#datetimeencoder" title="Link to
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.DatetimeEncoder.set_fit_request">
-<span class="sig-name descname"><span class="pre">set_fit_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">column</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'$UNCHANGED$'</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1250"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.DatetimeEncoder.set_fit_request" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_fit_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">column</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'$UNCHANGED$'</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1250"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.DatetimeEncoder.set_fit_request" title="Link to this definition">#</a></dt>
 <dd><p>Request metadata passed to the <code class="docutils literal notranslate"><span class="pre">fit</span></code> method.</p>
 <p>Note that this method is only relevant if
 <code class="docutils literal notranslate"><span class="pre">enable_metadata_routing=True</span></code> (see <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.set_config.html#sklearn.set_config" title="(in scikit-learn v1.6)"><code class="xref py py-func docutils literal notranslate"><span class="pre">sklearn.set_config()</span></code></a>).
@@ -956,7 +956,7 @@ <h1>DatetimeEncoder<a class="headerlink" href="#datetimeencoder" title="Link to
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.DatetimeEncoder.set_params">
-<span class="sig-name descname"><span class="pre">set_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L251"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.DatetimeEncoder.set_params" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L251"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.DatetimeEncoder.set_params" title="Link to this definition">#</a></dt>
 <dd><p>Set the parameters of this estimator.</p>
 <p>The method works on simple estimators as well as on nested objects
 (such as <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.pipeline.Pipeline.html#sklearn.pipeline.Pipeline" title="(in scikit-learn v1.6)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Pipeline</span></code></a>). The latter have
@@ -980,7 +980,7 @@ <h1>DatetimeEncoder<a class="headerlink" href="#datetimeencoder" title="Link to
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.DatetimeEncoder.set_transform_request">
-<span class="sig-name descname"><span class="pre">set_transform_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">column</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'$UNCHANGED$'</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1250"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.DatetimeEncoder.set_transform_request" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_transform_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">column</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'$UNCHANGED$'</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1250"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.DatetimeEncoder.set_transform_request" title="Link to this definition">#</a></dt>
 <dd><p>Request metadata passed to the <code class="docutils literal notranslate"><span class="pre">transform</span></code> method.</p>
 <p>Note that this method is only relevant if
 <code class="docutils literal notranslate"><span class="pre">enable_metadata_routing=True</span></code> (see <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.set_config.html#sklearn.set_config" title="(in scikit-learn v1.6)"><code class="xref py py-func docutils literal notranslate"><span class="pre">sklearn.set_config()</span></code></a>).
@@ -1023,7 +1023,7 @@ <h1>DatetimeEncoder<a class="headerlink" href="#datetimeencoder" title="Link to
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.DatetimeEncoder.transform">
-<span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">column</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_datetime_encoder.py#L298"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.DatetimeEncoder.transform" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">column</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_datetime_encoder.py#L299"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.DatetimeEncoder.transform" title="Link to this definition">#</a></dt>
 <dd><p>Transform a column.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
diff --git a/0.4/reference/generated/skrub.DropCols.html b/0.4/reference/generated/skrub.DropCols.html
index f855fcdd7..b54e2bee8 100644
--- a/0.4/reference/generated/skrub.DropCols.html
+++ b/0.4/reference/generated/skrub.DropCols.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="SelectCols" href="skrub.SelectCols.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -599,7 +599,7 @@
 <h1>DropCols<a class="headerlink" href="#dropcols" title="Link to this heading">#</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="skrub.DropCols">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">DropCols</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cols</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_select_cols.py#L80"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.DropCols" title="Link to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">DropCols</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cols</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_select_cols.py#L80"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.DropCols" title="Link to this definition">#</a></dt>
 <dd><p>Drop a subset of a DataFrame’s columns.</p>
 <p>The other columns are kept in their original order. A <code class="docutils literal notranslate"><span class="pre">ValueError</span></code> is
 raised if any of the provided column names are not in the dataframe.</p>
@@ -660,7 +660,7 @@ <h1>DropCols<a class="headerlink" href="#dropcols" title="Link to this heading">
 </div>
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.DropCols.fit">
-<span class="sig-name descname"><span class="pre">fit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_select_cols.py#L116"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.DropCols.fit" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">fit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_select_cols.py#L116"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.DropCols.fit" title="Link to this definition">#</a></dt>
 <dd><p>Fit the transformer.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -683,7 +683,7 @@ <h1>DropCols<a class="headerlink" href="#dropcols" title="Link to this heading">
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.DropCols.fit_transform">
-<span class="sig-name descname"><span class="pre">fit_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">fit_params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L1043"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.DropCols.fit_transform" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">fit_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">fit_params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L1043"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.DropCols.fit_transform" title="Link to this definition">#</a></dt>
 <dd><p>Fit to data, then transform it.</p>
 <p>Fits transformer to <cite>X</cite> and <cite>y</cite> with optional parameters <cite>fit_params</cite>
 and returns a transformed version of <cite>X</cite>.</p>
@@ -709,7 +709,7 @@ <h1>DropCols<a class="headerlink" href="#dropcols" title="Link to this heading">
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.DropCols.get_metadata_routing">
-<span class="sig-name descname"><span class="pre">get_metadata_routing</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1496"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.DropCols.get_metadata_routing" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_metadata_routing</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1496"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.DropCols.get_metadata_routing" title="Link to this definition">#</a></dt>
 <dd><p>Get metadata routing of this object.</p>
 <p>Please check <a class="reference external" href="https://scikit-learn.org/stable/metadata_routing.html#metadata-routing" title="(in scikit-learn v1.6)"><span class="xref std std-ref">User Guide</span></a> on how the routing
 mechanism works.</p>
@@ -726,7 +726,7 @@ <h1>DropCols<a class="headerlink" href="#dropcols" title="Link to this heading">
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.DropCols.get_params">
-<span class="sig-name descname"><span class="pre">get_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">deep</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L227"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.DropCols.get_params" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">deep</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L227"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.DropCols.get_params" title="Link to this definition">#</a></dt>
 <dd><p>Get parameters for this estimator.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -747,7 +747,7 @@ <h1>DropCols<a class="headerlink" href="#dropcols" title="Link to this heading">
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.DropCols.set_output">
-<span class="sig-name descname"><span class="pre">set_output</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transform</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_set_output.py#L389"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.DropCols.set_output" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_output</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transform</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_set_output.py#L389"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.DropCols.set_output" title="Link to this definition">#</a></dt>
 <dd><p>Set output container.</p>
 <p>See <a class="reference external" href="https://scikit-learn.org/stable/auto_examples/miscellaneous/plot_set_output.html#sphx-glr-auto-examples-miscellaneous-plot-set-output-py" title="(in scikit-learn v1.6)"><span>Introducing the set_output API</span></a>
 for an example on how to use the API.</p>
@@ -778,7 +778,7 @@ <h1>DropCols<a class="headerlink" href="#dropcols" title="Link to this heading">
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.DropCols.set_params">
-<span class="sig-name descname"><span class="pre">set_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L251"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.DropCols.set_params" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L251"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.DropCols.set_params" title="Link to this definition">#</a></dt>
 <dd><p>Set the parameters of this estimator.</p>
 <p>The method works on simple estimators as well as on nested objects
 (such as <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.pipeline.Pipeline.html#sklearn.pipeline.Pipeline" title="(in scikit-learn v1.6)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Pipeline</span></code></a>). The latter have
@@ -802,7 +802,7 @@ <h1>DropCols<a class="headerlink" href="#dropcols" title="Link to this heading">
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.DropCols.transform">
-<span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_select_cols.py#L136"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.DropCols.transform" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_select_cols.py#L136"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.DropCols.transform" title="Link to this definition">#</a></dt>
 <dd><p>Transform a dataframe by dropping columns.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
diff --git a/0.4/reference/generated/skrub.GapEncoder.html b/0.4/reference/generated/skrub.GapEncoder.html
index f5aa2b710..e36b70eb1 100644
--- a/0.4/reference/generated/skrub.GapEncoder.html
+++ b/0.4/reference/generated/skrub.GapEncoder.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="fuzzy_join" href="skrub.fuzzy_join.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -599,7 +599,7 @@
 <h1>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this heading">#</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="skrub.GapEncoder">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">GapEncoder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">n_components</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">10</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1024</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">gamma_shape_prior</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">gamma_scale_prior</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rho</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.95</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rescale_rho</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">hashing</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">hashing_n_features</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">4096</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">init</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'k-means++'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_iter</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">5</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ngram_range</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">(2,</span> <span class="pre">4)</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">analyzer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'char'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">add_words</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">random_state</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rescale_W</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_iter_e_step</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_no_improvement</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">5</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_gap_encoder.py#L25"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.GapEncoder" title="Link to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">GapEncoder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">n_components</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">10</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1024</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">gamma_shape_prior</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">gamma_scale_prior</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rho</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.95</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rescale_rho</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">hashing</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">hashing_n_features</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">4096</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">init</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'k-means++'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_iter</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">5</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ngram_range</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">(2,</span> <span class="pre">4)</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">analyzer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'char'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">add_words</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">random_state</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rescale_W</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_iter_e_step</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_no_improvement</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">5</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_gap_encoder.py#L25"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.GapEncoder" title="Link to this definition">#</a></dt>
 <dd><p>Encode string columns by constructing latent topics.</p>
 <div class="admonition note">
 <p class="admonition-title">Note</p>
@@ -751,7 +751,7 @@ <h1>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 <span class="go">[&#39;city: england, london, uk&#39;, &#39;city: france, paris, pqris&#39;]</span>
 </pre></div>
 </div>
-<p>It got it right, reccuring topics are “London” and “England” on the
+<p>It got it right, reoccurring topics are “London” and “England” on the
 one side and “Paris” and “France” on the other.</p>
 <p>As this is a continuous encoding, we can look at the level of
 activation of each topic for each category:</p>
@@ -809,7 +809,7 @@ <h1>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 </div>
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.GapEncoder.fit">
-<span class="sig-name descname"><span class="pre">fit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_gap_encoder.py#L430"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.GapEncoder.fit" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">fit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_gap_encoder.py#L430"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.GapEncoder.fit" title="Link to this definition">#</a></dt>
 <dd><p>Fit the GapEncoder on <cite>X</cite>.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -831,7 +831,7 @@ <h1>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.GapEncoder.fit_transform">
-<span class="sig-name descname"><span class="pre">fit_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">fit_params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L1043"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.GapEncoder.fit_transform" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">fit_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">fit_params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L1043"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.GapEncoder.fit_transform" title="Link to this definition">#</a></dt>
 <dd><p>Fit to data, then transform it.</p>
 <p>Fits transformer to <cite>X</cite> and <cite>y</cite> with optional parameters <cite>fit_params</cite>
 and returns a transformed version of <cite>X</cite>.</p>
@@ -857,7 +857,7 @@ <h1>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.GapEncoder.get_feature_names_out">
-<span class="sig-name descname"><span class="pre">get_feature_names_out</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">n_labels</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">3</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_gap_encoder.py#L519"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.GapEncoder.get_feature_names_out" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_feature_names_out</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">n_labels</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">3</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_gap_encoder.py#L519"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.GapEncoder.get_feature_names_out" title="Link to this definition">#</a></dt>
 <dd><p>Return the labels that best summarize the learned components/topics.</p>
 <p>For each topic, labels with the highest activations are selected.</p>
 <dl class="field-list">
@@ -878,7 +878,7 @@ <h1>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.GapEncoder.get_metadata_routing">
-<span class="sig-name descname"><span class="pre">get_metadata_routing</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1496"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.GapEncoder.get_metadata_routing" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_metadata_routing</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1496"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.GapEncoder.get_metadata_routing" title="Link to this definition">#</a></dt>
 <dd><p>Get metadata routing of this object.</p>
 <p>Please check <a class="reference external" href="https://scikit-learn.org/stable/metadata_routing.html#metadata-routing" title="(in scikit-learn v1.6)"><span class="xref std std-ref">User Guide</span></a> on how the routing
 mechanism works.</p>
@@ -895,7 +895,7 @@ <h1>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.GapEncoder.get_params">
-<span class="sig-name descname"><span class="pre">get_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">deep</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L227"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.GapEncoder.get_params" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">deep</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L227"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.GapEncoder.get_params" title="Link to this definition">#</a></dt>
 <dd><p>Get parameters for this estimator.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -916,7 +916,7 @@ <h1>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.GapEncoder.partial_fit">
-<span class="sig-name descname"><span class="pre">partial_fit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_gap_encoder.py#L607"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.GapEncoder.partial_fit" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">partial_fit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_gap_encoder.py#L607"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.GapEncoder.partial_fit" title="Link to this definition">#</a></dt>
 <dd><p>Partial fit this instance on <cite>X</cite>.</p>
 <p>To be used in an online learning procedure where batches of data are
 coming one by one.</p>
@@ -940,7 +940,7 @@ <h1>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.GapEncoder.score">
-<span class="sig-name descname"><span class="pre">score</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_gap_encoder.py#L562"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.GapEncoder.score" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">score</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_gap_encoder.py#L562"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.GapEncoder.score" title="Link to this definition">#</a></dt>
 <dd><p>Score this instance of <cite>X</cite>.</p>
 <p>Returns the Kullback-Leibler divergence between the n-grams counts
 matrix <cite>V</cite> of <cite>X</cite>, and its non-negative factorization <cite>HW</cite>.</p>
@@ -962,7 +962,7 @@ <h1>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.GapEncoder.set_fit_request">
-<span class="sig-name descname"><span class="pre">set_fit_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">column</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'$UNCHANGED$'</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1250"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.GapEncoder.set_fit_request" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_fit_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">column</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'$UNCHANGED$'</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1250"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.GapEncoder.set_fit_request" title="Link to this definition">#</a></dt>
 <dd><p>Request metadata passed to the <code class="docutils literal notranslate"><span class="pre">fit</span></code> method.</p>
 <p>Note that this method is only relevant if
 <code class="docutils literal notranslate"><span class="pre">enable_metadata_routing=True</span></code> (see <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.set_config.html#sklearn.set_config" title="(in scikit-learn v1.6)"><code class="xref py py-func docutils literal notranslate"><span class="pre">sklearn.set_config()</span></code></a>).
@@ -1005,7 +1005,7 @@ <h1>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.GapEncoder.set_output">
-<span class="sig-name descname"><span class="pre">set_output</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transform</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_set_output.py#L389"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.GapEncoder.set_output" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_output</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transform</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_set_output.py#L389"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.GapEncoder.set_output" title="Link to this definition">#</a></dt>
 <dd><p>Set output container.</p>
 <p>See <a class="reference external" href="https://scikit-learn.org/stable/auto_examples/miscellaneous/plot_set_output.html#sphx-glr-auto-examples-miscellaneous-plot-set-output-py" title="(in scikit-learn v1.6)"><span>Introducing the set_output API</span></a>
 for an example on how to use the API.</p>
@@ -1036,7 +1036,7 @@ <h1>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.GapEncoder.set_params">
-<span class="sig-name descname"><span class="pre">set_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L251"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.GapEncoder.set_params" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L251"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.GapEncoder.set_params" title="Link to this definition">#</a></dt>
 <dd><p>Set the parameters of this estimator.</p>
 <p>The method works on simple estimators as well as on nested objects
 (such as <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.pipeline.Pipeline.html#sklearn.pipeline.Pipeline" title="(in scikit-learn v1.6)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Pipeline</span></code></a>). The latter have
@@ -1060,7 +1060,7 @@ <h1>GapEncoder<a class="headerlink" href="#gapencoder" title="Link to this headi
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.GapEncoder.transform">
-<span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_gap_encoder.py#L706"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.GapEncoder.transform" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_gap_encoder.py#L706"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.GapEncoder.transform" title="Link to this definition">#</a></dt>
 <dd><p>Return the encoded vectors (activations) <cite>H</cite> of input strings in <cite>X</cite>.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
diff --git a/0.4/reference/generated/skrub.InterpolationJoiner.html b/0.4/reference/generated/skrub.InterpolationJoiner.html
index 257df3780..c9fe9812f 100644
--- a/0.4/reference/generated/skrub.InterpolationJoiner.html
+++ b/0.4/reference/generated/skrub.InterpolationJoiner.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="AggTarget" href="skrub.AggTarget.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -599,7 +599,7 @@
 <h1>InterpolationJoiner<a class="headerlink" href="#interpolationjoiner" title="Link to this heading">#</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="skrub.InterpolationJoiner">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">InterpolationJoiner</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">aux_table</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">key</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">main_key</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">aux_key</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">suffix</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">regressor</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">HistGradientBoostingRegressor()</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">classifier</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">HistGradientBoostingClassifier()</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">vectorizer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">TableVectorizer(high_cardinality=MinHashEncoder())</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_jobs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">on_estimator_failure</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'warn'</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_interpolation_joiner.py#L23"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.InterpolationJoiner" title="Link to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">InterpolationJoiner</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">aux_table</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">key</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">main_key</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">aux_key</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">suffix</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">regressor</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">HistGradientBoostingRegressor()</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">classifier</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">HistGradientBoostingClassifier()</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">vectorizer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">TableVectorizer(high_cardinality=MinHashEncoder())</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_jobs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">on_estimator_failure</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'warn'</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_interpolation_joiner.py#L23"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.InterpolationJoiner" title="Link to this definition">#</a></dt>
 <dd><p>Join with a table augmented by machine-learning predictions.</p>
 <p>This is similar to a usual equi-join, but instead of looking for actual
 rows in the right table that satisfy the join condition, we estimate what
@@ -775,7 +775,7 @@ <h1>InterpolationJoiner<a class="headerlink" href="#interpolationjoiner" title="
 </div>
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.InterpolationJoiner.fit">
-<span class="sig-name descname"><span class="pre">fit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_interpolation_joiner.py#L203"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.InterpolationJoiner.fit" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">fit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_interpolation_joiner.py#L203"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.InterpolationJoiner.fit" title="Link to this definition">#</a></dt>
 <dd><p>Fit estimators to the <code class="docutils literal notranslate"><span class="pre">aux_table</span></code> provided during initialization.</p>
 <p><code class="docutils literal notranslate"><span class="pre">X</span></code> and <code class="docutils literal notranslate"><span class="pre">y</span></code> are mostly for scikit-learn compatibility.</p>
 <dl class="field-list">
@@ -800,7 +800,7 @@ <h1>InterpolationJoiner<a class="headerlink" href="#interpolationjoiner" title="
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.InterpolationJoiner.fit_transform">
-<span class="sig-name descname"><span class="pre">fit_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">fit_params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L1043"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.InterpolationJoiner.fit_transform" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">fit_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">fit_params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L1043"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.InterpolationJoiner.fit_transform" title="Link to this definition">#</a></dt>
 <dd><p>Fit to data, then transform it.</p>
 <p>Fits transformer to <cite>X</cite> and <cite>y</cite> with optional parameters <cite>fit_params</cite>
 and returns a transformed version of <cite>X</cite>.</p>
@@ -826,7 +826,7 @@ <h1>InterpolationJoiner<a class="headerlink" href="#interpolationjoiner" title="
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.InterpolationJoiner.get_metadata_routing">
-<span class="sig-name descname"><span class="pre">get_metadata_routing</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1496"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.InterpolationJoiner.get_metadata_routing" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_metadata_routing</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1496"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.InterpolationJoiner.get_metadata_routing" title="Link to this definition">#</a></dt>
 <dd><p>Get metadata routing of this object.</p>
 <p>Please check <a class="reference external" href="https://scikit-learn.org/stable/metadata_routing.html#metadata-routing" title="(in scikit-learn v1.6)"><span class="xref std std-ref">User Guide</span></a> on how the routing
 mechanism works.</p>
@@ -843,7 +843,7 @@ <h1>InterpolationJoiner<a class="headerlink" href="#interpolationjoiner" title="
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.InterpolationJoiner.get_params">
-<span class="sig-name descname"><span class="pre">get_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">deep</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L227"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.InterpolationJoiner.get_params" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">deep</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L227"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.InterpolationJoiner.get_params" title="Link to this definition">#</a></dt>
 <dd><p>Get parameters for this estimator.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -864,7 +864,7 @@ <h1>InterpolationJoiner<a class="headerlink" href="#interpolationjoiner" title="
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.InterpolationJoiner.set_output">
-<span class="sig-name descname"><span class="pre">set_output</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transform</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_set_output.py#L389"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.InterpolationJoiner.set_output" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_output</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transform</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_set_output.py#L389"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.InterpolationJoiner.set_output" title="Link to this definition">#</a></dt>
 <dd><p>Set output container.</p>
 <p>See <a class="reference external" href="https://scikit-learn.org/stable/auto_examples/miscellaneous/plot_set_output.html#sphx-glr-auto-examples-miscellaneous-plot-set-output-py" title="(in scikit-learn v1.6)"><span>Introducing the set_output API</span></a>
 for an example on how to use the API.</p>
@@ -895,7 +895,7 @@ <h1>InterpolationJoiner<a class="headerlink" href="#interpolationjoiner" title="
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.InterpolationJoiner.set_params">
-<span class="sig-name descname"><span class="pre">set_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L251"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.InterpolationJoiner.set_params" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L251"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.InterpolationJoiner.set_params" title="Link to this definition">#</a></dt>
 <dd><p>Set the parameters of this estimator.</p>
 <p>The method works on simple estimators as well as on nested objects
 (such as <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.pipeline.Pipeline.html#sklearn.pipeline.Pipeline" title="(in scikit-learn v1.6)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Pipeline</span></code></a>). The latter have
@@ -919,7 +919,7 @@ <h1>InterpolationJoiner<a class="headerlink" href="#interpolationjoiner" title="
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.InterpolationJoiner.transform">
-<span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_interpolation_joiner.py#L271"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.InterpolationJoiner.transform" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_interpolation_joiner.py#L271"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.InterpolationJoiner.transform" title="Link to this definition">#</a></dt>
 <dd><p>Transform a table by joining inferred values to it.</p>
 <p>The values of the <code class="docutils literal notranslate"><span class="pre">main_key</span></code> columns in <code class="docutils literal notranslate"><span class="pre">X</span></code> (the main table) are used
 to predict likely values for the contents of a matching row in
diff --git a/0.4/reference/generated/skrub.Joiner.html b/0.4/reference/generated/skrub.Joiner.html
index feed54c67..3cf08525d 100644
--- a/0.4/reference/generated/skrub.Joiner.html
+++ b/0.4/reference/generated/skrub.Joiner.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="API" href="../index.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -599,7 +599,7 @@
 <h1>Joiner<a class="headerlink" href="#joiner" title="Link to this heading">#</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="skrub.Joiner">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">Joiner</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">aux_table</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">key=None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">main_key=None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">aux_key=None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">suffix=''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_dist=inf</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ref_dist='random_pairs'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">string_encoder=Pipeline(steps=[('functiontransformer'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">FunctionTransformer(func=functools.partial(&lt;function</span> <span class="pre">fill_nulls&gt;</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value='')))</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">('tostr'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ToStr())</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">('hashingvectorizer'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">HashingVectorizer(analyzer='char_wb'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ngram_range=(2</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">4)))</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">('tfidftransformer'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">TfidfTransformer())])</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">add_match_info=True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_joiner.py#L92"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.Joiner" title="Link to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">Joiner</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">aux_table</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">key=None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">main_key=None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">aux_key=None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">suffix=''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_dist=inf</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ref_dist='random_pairs'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">string_encoder=Pipeline(steps=[('functiontransformer'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">FunctionTransformer(func=functools.partial(&lt;function</span> <span class="pre">fill_nulls&gt;</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value='')))</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">('tostr'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ToStr())</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">('hashingvectorizer'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">HashingVectorizer(analyzer='char_wb'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ngram_range=(2</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">4)))</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">('tfidftransformer'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">TfidfTransformer())])</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">add_match_info=True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_joiner.py#L92"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.Joiner" title="Link to this definition">#</a></dt>
 <dd><p>Augment features in a main table by fuzzy-joining an auxiliary table to it.</p>
 <p>This transformer is initialized with an auxiliary table <cite>aux_table</cite>. It
 transforms a main table by joining it, with approximate (“fuzzy”) matching,
@@ -629,7 +629,7 @@ <h1>Joiner<a class="headerlink" href="#joiner" title="Link to this heading">#</a
 <dt>‘second_neighbor’</dt><dd><p>The reference distance is the distance to the <em>second</em> nearest neighbor
 in the auxiliary table.</p>
 </dd>
-<dt>‘self_join_neighbor’</dt><dd><p>Once the match candidate (i.e. the nearest neigbor from the auxiliary
+<dt>‘self_join_neighbor’</dt><dd><p>Once the match candidate (i.e. the nearest neighbor from the auxiliary
 table) has been found, we find its nearest neighbor in the auxiliary
 table (excluding itself). The reference distance is the distance that
 separates those 2 auxiliary rows.</p>
@@ -766,7 +766,7 @@ <h1>Joiner<a class="headerlink" href="#joiner" title="Link to this heading">#</a
 </div>
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.Joiner.fit">
-<span class="sig-name descname"><span class="pre">fit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_joiner.py#L324"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.Joiner.fit" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">fit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_joiner.py#L324"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.Joiner.fit" title="Link to this definition">#</a></dt>
 <dd><p>Fit the instance to the main table.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -788,7 +788,7 @@ <h1>Joiner<a class="headerlink" href="#joiner" title="Link to this heading">#</a
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.Joiner.fit_transform">
-<span class="sig-name descname"><span class="pre">fit_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_joiner.py#L285"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.Joiner.fit_transform" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">fit_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_joiner.py#L285"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.Joiner.fit_transform" title="Link to this definition">#</a></dt>
 <dd><p>Fit the instance to the main table.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -810,7 +810,7 @@ <h1>Joiner<a class="headerlink" href="#joiner" title="Link to this heading">#</a
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.Joiner.get_metadata_routing">
-<span class="sig-name descname"><span class="pre">get_metadata_routing</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1496"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.Joiner.get_metadata_routing" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_metadata_routing</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1496"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.Joiner.get_metadata_routing" title="Link to this definition">#</a></dt>
 <dd><p>Get metadata routing of this object.</p>
 <p>Please check <a class="reference external" href="https://scikit-learn.org/stable/metadata_routing.html#metadata-routing" title="(in scikit-learn v1.6)"><span class="xref std std-ref">User Guide</span></a> on how the routing
 mechanism works.</p>
@@ -827,7 +827,7 @@ <h1>Joiner<a class="headerlink" href="#joiner" title="Link to this heading">#</a
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.Joiner.get_params">
-<span class="sig-name descname"><span class="pre">get_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">deep</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L227"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.Joiner.get_params" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">deep</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L227"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.Joiner.get_params" title="Link to this definition">#</a></dt>
 <dd><p>Get parameters for this estimator.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -848,7 +848,7 @@ <h1>Joiner<a class="headerlink" href="#joiner" title="Link to this heading">#</a
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.Joiner.set_output">
-<span class="sig-name descname"><span class="pre">set_output</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transform</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_set_output.py#L389"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.Joiner.set_output" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_output</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transform</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_set_output.py#L389"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.Joiner.set_output" title="Link to this definition">#</a></dt>
 <dd><p>Set output container.</p>
 <p>See <a class="reference external" href="https://scikit-learn.org/stable/auto_examples/miscellaneous/plot_set_output.html#sphx-glr-auto-examples-miscellaneous-plot-set-output-py" title="(in scikit-learn v1.6)"><span>Introducing the set_output API</span></a>
 for an example on how to use the API.</p>
@@ -879,7 +879,7 @@ <h1>Joiner<a class="headerlink" href="#joiner" title="Link to this heading">#</a
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.Joiner.set_params">
-<span class="sig-name descname"><span class="pre">set_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L251"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.Joiner.set_params" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L251"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.Joiner.set_params" title="Link to this definition">#</a></dt>
 <dd><p>Set the parameters of this estimator.</p>
 <p>The method works on simple estimators as well as on nested objects
 (such as <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.pipeline.Pipeline.html#sklearn.pipeline.Pipeline" title="(in scikit-learn v1.6)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Pipeline</span></code></a>). The latter have
@@ -903,7 +903,7 @@ <h1>Joiner<a class="headerlink" href="#joiner" title="Link to this heading">#</a
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.Joiner.transform">
-<span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_joiner.py#L342"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.Joiner.transform" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_joiner.py#L342"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.Joiner.transform" title="Link to this definition">#</a></dt>
 <dd><p>Transform <cite>X</cite> using the specified encoding scheme.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
diff --git a/0.4/reference/generated/skrub.MinHashEncoder.html b/0.4/reference/generated/skrub.MinHashEncoder.html
index 04419c6b5..2adb9ebca 100644
--- a/0.4/reference/generated/skrub.MinHashEncoder.html
+++ b/0.4/reference/generated/skrub.MinHashEncoder.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="GapEncoder" href="skrub.GapEncoder.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -599,7 +599,7 @@
 <h1>MinHashEncoder<a class="headerlink" href="#minhashencoder" title="Link to this heading">#</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="skrub.MinHashEncoder">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">MinHashEncoder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_components</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">30</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ngram_range</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">(2,</span> <span class="pre">4)</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">hashing</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'fast'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">minmax_hash</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_jobs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_minhash_encoder.py#L23"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MinHashEncoder" title="Link to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">MinHashEncoder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_components</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">30</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ngram_range</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">(2,</span> <span class="pre">4)</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">hashing</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'fast'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">minmax_hash</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_jobs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_minhash_encoder.py#L23"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MinHashEncoder" title="Link to this definition">#</a></dt>
 <dd><p>Encode string categorical features by applying the MinHash method to n-gram     decompositions of strings.</p>
 <div class="admonition note">
 <p class="admonition-title">Note</p>
@@ -736,7 +736,7 @@ <h1>MinHashEncoder<a class="headerlink" href="#minhashencoder" title="Link to th
 </div>
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.MinHashEncoder.fit">
-<span class="sig-name descname"><span class="pre">fit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_minhash_encoder.py#L212"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MinHashEncoder.fit" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">fit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_minhash_encoder.py#L212"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MinHashEncoder.fit" title="Link to this definition">#</a></dt>
 <dd><p>Fit the MinHashEncoder to <cite>X</cite>.</p>
 <p>In practice, just initializes a dictionary
 to store encodings to speed up computation.</p>
@@ -760,7 +760,7 @@ <h1>MinHashEncoder<a class="headerlink" href="#minhashencoder" title="Link to th
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.MinHashEncoder.fit_transform">
-<span class="sig-name descname"><span class="pre">fit_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">fit_params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L1043"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MinHashEncoder.fit_transform" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">fit_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">fit_params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L1043"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MinHashEncoder.fit_transform" title="Link to this definition">#</a></dt>
 <dd><p>Fit to data, then transform it.</p>
 <p>Fits transformer to <cite>X</cite> and <cite>y</cite> with optional parameters <cite>fit_params</cite>
 and returns a transformed version of <cite>X</cite>.</p>
@@ -786,7 +786,7 @@ <h1>MinHashEncoder<a class="headerlink" href="#minhashencoder" title="Link to th
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.MinHashEncoder.get_feature_names_out">
-<span class="sig-name descname"><span class="pre">get_feature_names_out</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_minhash_encoder.py#L294"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MinHashEncoder.get_feature_names_out" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_feature_names_out</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_minhash_encoder.py#L294"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MinHashEncoder.get_feature_names_out" title="Link to this definition">#</a></dt>
 <dd><p>Get output feature names for transformation.</p>
 <dl class="field-list">
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -800,7 +800,7 @@ <h1>MinHashEncoder<a class="headerlink" href="#minhashencoder" title="Link to th
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.MinHashEncoder.get_metadata_routing">
-<span class="sig-name descname"><span class="pre">get_metadata_routing</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1496"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MinHashEncoder.get_metadata_routing" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_metadata_routing</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1496"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MinHashEncoder.get_metadata_routing" title="Link to this definition">#</a></dt>
 <dd><p>Get metadata routing of this object.</p>
 <p>Please check <a class="reference external" href="https://scikit-learn.org/stable/metadata_routing.html#metadata-routing" title="(in scikit-learn v1.6)"><span class="xref std std-ref">User Guide</span></a> on how the routing
 mechanism works.</p>
@@ -817,7 +817,7 @@ <h1>MinHashEncoder<a class="headerlink" href="#minhashencoder" title="Link to th
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.MinHashEncoder.get_params">
-<span class="sig-name descname"><span class="pre">get_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">deep</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L227"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MinHashEncoder.get_params" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">deep</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L227"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MinHashEncoder.get_params" title="Link to this definition">#</a></dt>
 <dd><p>Get parameters for this estimator.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -838,7 +838,7 @@ <h1>MinHashEncoder<a class="headerlink" href="#minhashencoder" title="Link to th
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.MinHashEncoder.set_fit_request">
-<span class="sig-name descname"><span class="pre">set_fit_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">column</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'$UNCHANGED$'</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1250"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MinHashEncoder.set_fit_request" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_fit_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">column</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'$UNCHANGED$'</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1250"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MinHashEncoder.set_fit_request" title="Link to this definition">#</a></dt>
 <dd><p>Request metadata passed to the <code class="docutils literal notranslate"><span class="pre">fit</span></code> method.</p>
 <p>Note that this method is only relevant if
 <code class="docutils literal notranslate"><span class="pre">enable_metadata_routing=True</span></code> (see <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.set_config.html#sklearn.set_config" title="(in scikit-learn v1.6)"><code class="xref py py-func docutils literal notranslate"><span class="pre">sklearn.set_config()</span></code></a>).
@@ -881,7 +881,7 @@ <h1>MinHashEncoder<a class="headerlink" href="#minhashencoder" title="Link to th
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.MinHashEncoder.set_output">
-<span class="sig-name descname"><span class="pre">set_output</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transform</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_set_output.py#L389"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MinHashEncoder.set_output" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_output</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transform</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_set_output.py#L389"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MinHashEncoder.set_output" title="Link to this definition">#</a></dt>
 <dd><p>Set output container.</p>
 <p>See <a class="reference external" href="https://scikit-learn.org/stable/auto_examples/miscellaneous/plot_set_output.html#sphx-glr-auto-examples-miscellaneous-plot-set-output-py" title="(in scikit-learn v1.6)"><span>Introducing the set_output API</span></a>
 for an example on how to use the API.</p>
@@ -912,7 +912,7 @@ <h1>MinHashEncoder<a class="headerlink" href="#minhashencoder" title="Link to th
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.MinHashEncoder.set_params">
-<span class="sig-name descname"><span class="pre">set_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L251"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MinHashEncoder.set_params" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L251"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MinHashEncoder.set_params" title="Link to this definition">#</a></dt>
 <dd><p>Set the parameters of this estimator.</p>
 <p>The method works on simple estimators as well as on nested objects
 (such as <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.pipeline.Pipeline.html#sklearn.pipeline.Pipeline" title="(in scikit-learn v1.6)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Pipeline</span></code></a>). The latter have
@@ -936,7 +936,7 @@ <h1>MinHashEncoder<a class="headerlink" href="#minhashencoder" title="Link to th
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.MinHashEncoder.transform">
-<span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_minhash_encoder.py#L250"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MinHashEncoder.transform" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_minhash_encoder.py#L250"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MinHashEncoder.transform" title="Link to this definition">#</a></dt>
 <dd><p>Transform <cite>X</cite> using specified encoding scheme.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
diff --git a/0.4/reference/generated/skrub.MultiAggJoiner.html b/0.4/reference/generated/skrub.MultiAggJoiner.html
index da5bf0a39..30fc95253 100644
--- a/0.4/reference/generated/skrub.MultiAggJoiner.html
+++ b/0.4/reference/generated/skrub.MultiAggJoiner.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="AggJoiner" href="skrub.AggJoiner.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -599,7 +599,7 @@
 <h1>MultiAggJoiner<a class="headerlink" href="#multiaggjoiner" title="Link to this heading">#</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="skrub.MultiAggJoiner">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">MultiAggJoiner</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">aux_tables</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">operations</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">keys</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">main_keys</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">aux_keys</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cols</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">suffixes</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_multi_agg_joiner.py#L19"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MultiAggJoiner" title="Link to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">MultiAggJoiner</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">aux_tables</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">operations</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">keys</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">main_keys</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">aux_keys</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cols</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">suffixes</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_multi_agg_joiner.py#L19"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MultiAggJoiner" title="Link to this definition">#</a></dt>
 <dd><p>Extension of the <a class="reference internal" href="skrub.AggJoiner.html#skrub.AggJoiner" title="skrub.AggJoiner"><code class="xref py py-class docutils literal notranslate"><span class="pre">AggJoiner</span></code></a> to multiple auxiliary tables.</p>
 <p>Apply numerical and categorical aggregation operations on the <cite>cols</cite>
 to aggregate, selected by dtypes. See the list of supported operations
@@ -789,7 +789,7 @@ <h1>MultiAggJoiner<a class="headerlink" href="#multiaggjoiner" title="Link to th
 </div>
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.MultiAggJoiner.fit">
-<span class="sig-name descname"><span class="pre">fit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_multi_agg_joiner.py#L480"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MultiAggJoiner.fit" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">fit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_multi_agg_joiner.py#L480"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MultiAggJoiner.fit" title="Link to this definition">#</a></dt>
 <dd><p>Aggregate auxiliary tables based on the main keys.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -812,7 +812,7 @@ <h1>MultiAggJoiner<a class="headerlink" href="#multiaggjoiner" title="Link to th
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.MultiAggJoiner.fit_transform">
-<span class="sig-name descname"><span class="pre">fit_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_multi_agg_joiner.py#L434"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MultiAggJoiner.fit_transform" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">fit_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_multi_agg_joiner.py#L434"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MultiAggJoiner.fit_transform" title="Link to this definition">#</a></dt>
 <dd><p>Aggregate auxiliary tables based on the main keys.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -835,7 +835,7 @@ <h1>MultiAggJoiner<a class="headerlink" href="#multiaggjoiner" title="Link to th
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.MultiAggJoiner.get_metadata_routing">
-<span class="sig-name descname"><span class="pre">get_metadata_routing</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1496"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MultiAggJoiner.get_metadata_routing" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_metadata_routing</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1496"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MultiAggJoiner.get_metadata_routing" title="Link to this definition">#</a></dt>
 <dd><p>Get metadata routing of this object.</p>
 <p>Please check <a class="reference external" href="https://scikit-learn.org/stable/metadata_routing.html#metadata-routing" title="(in scikit-learn v1.6)"><span class="xref std std-ref">User Guide</span></a> on how the routing
 mechanism works.</p>
@@ -852,7 +852,7 @@ <h1>MultiAggJoiner<a class="headerlink" href="#multiaggjoiner" title="Link to th
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.MultiAggJoiner.get_params">
-<span class="sig-name descname"><span class="pre">get_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">deep</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L227"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MultiAggJoiner.get_params" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">deep</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L227"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MultiAggJoiner.get_params" title="Link to this definition">#</a></dt>
 <dd><p>Get parameters for this estimator.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -873,7 +873,7 @@ <h1>MultiAggJoiner<a class="headerlink" href="#multiaggjoiner" title="Link to th
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.MultiAggJoiner.set_output">
-<span class="sig-name descname"><span class="pre">set_output</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transform</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_set_output.py#L389"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MultiAggJoiner.set_output" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_output</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transform</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_set_output.py#L389"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MultiAggJoiner.set_output" title="Link to this definition">#</a></dt>
 <dd><p>Set output container.</p>
 <p>See <a class="reference external" href="https://scikit-learn.org/stable/auto_examples/miscellaneous/plot_set_output.html#sphx-glr-auto-examples-miscellaneous-plot-set-output-py" title="(in scikit-learn v1.6)"><span>Introducing the set_output API</span></a>
 for an example on how to use the API.</p>
@@ -904,7 +904,7 @@ <h1>MultiAggJoiner<a class="headerlink" href="#multiaggjoiner" title="Link to th
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.MultiAggJoiner.set_params">
-<span class="sig-name descname"><span class="pre">set_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L251"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MultiAggJoiner.set_params" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L251"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MultiAggJoiner.set_params" title="Link to this definition">#</a></dt>
 <dd><p>Set the parameters of this estimator.</p>
 <p>The method works on simple estimators as well as on nested objects
 (such as <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.pipeline.Pipeline.html#sklearn.pipeline.Pipeline" title="(in scikit-learn v1.6)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Pipeline</span></code></a>). The latter have
@@ -928,7 +928,7 @@ <h1>MultiAggJoiner<a class="headerlink" href="#multiaggjoiner" title="Link to th
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.MultiAggJoiner.transform">
-<span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_multi_agg_joiner.py#L499"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MultiAggJoiner.transform" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_multi_agg_joiner.py#L499"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.MultiAggJoiner.transform" title="Link to this definition">#</a></dt>
 <dd><p>Left-join pre-aggregated tables on <cite>X</cite>.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
diff --git a/0.4/reference/generated/skrub.SelectCols.html b/0.4/reference/generated/skrub.SelectCols.html
index deab9aeaa..d9dc68421 100644
--- a/0.4/reference/generated/skrub.SelectCols.html
+++ b/0.4/reference/generated/skrub.SelectCols.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="TableVectorizer" href="skrub.TableVectorizer.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -599,7 +599,7 @@
 <h1>SelectCols<a class="headerlink" href="#selectcols" title="Link to this heading">#</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="skrub.SelectCols">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">SelectCols</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cols</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_select_cols.py#L7"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SelectCols" title="Link to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">SelectCols</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cols</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_select_cols.py#L7"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SelectCols" title="Link to this definition">#</a></dt>
 <dd><p>Select a subset of a DataFrame’s columns.</p>
 <p>A <code class="docutils literal notranslate"><span class="pre">ValueError</span></code> is raised if any of the provided column names are not in
 the dataframe.</p>
@@ -660,7 +660,7 @@ <h1>SelectCols<a class="headerlink" href="#selectcols" title="Link to this headi
 </div>
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.SelectCols.fit">
-<span class="sig-name descname"><span class="pre">fit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_select_cols.py#L43"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SelectCols.fit" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">fit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_select_cols.py#L43"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SelectCols.fit" title="Link to this definition">#</a></dt>
 <dd><p>Fit the transformer.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -683,7 +683,7 @@ <h1>SelectCols<a class="headerlink" href="#selectcols" title="Link to this headi
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.SelectCols.fit_transform">
-<span class="sig-name descname"><span class="pre">fit_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">fit_params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L1043"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SelectCols.fit_transform" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">fit_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">fit_params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L1043"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SelectCols.fit_transform" title="Link to this definition">#</a></dt>
 <dd><p>Fit to data, then transform it.</p>
 <p>Fits transformer to <cite>X</cite> and <cite>y</cite> with optional parameters <cite>fit_params</cite>
 and returns a transformed version of <cite>X</cite>.</p>
@@ -709,7 +709,7 @@ <h1>SelectCols<a class="headerlink" href="#selectcols" title="Link to this headi
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.SelectCols.get_metadata_routing">
-<span class="sig-name descname"><span class="pre">get_metadata_routing</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1496"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SelectCols.get_metadata_routing" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_metadata_routing</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1496"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SelectCols.get_metadata_routing" title="Link to this definition">#</a></dt>
 <dd><p>Get metadata routing of this object.</p>
 <p>Please check <a class="reference external" href="https://scikit-learn.org/stable/metadata_routing.html#metadata-routing" title="(in scikit-learn v1.6)"><span class="xref std std-ref">User Guide</span></a> on how the routing
 mechanism works.</p>
@@ -726,7 +726,7 @@ <h1>SelectCols<a class="headerlink" href="#selectcols" title="Link to this headi
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.SelectCols.get_params">
-<span class="sig-name descname"><span class="pre">get_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">deep</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L227"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SelectCols.get_params" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">deep</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L227"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SelectCols.get_params" title="Link to this definition">#</a></dt>
 <dd><p>Get parameters for this estimator.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -747,7 +747,7 @@ <h1>SelectCols<a class="headerlink" href="#selectcols" title="Link to this headi
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.SelectCols.set_output">
-<span class="sig-name descname"><span class="pre">set_output</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transform</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_set_output.py#L389"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SelectCols.set_output" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_output</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transform</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_set_output.py#L389"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SelectCols.set_output" title="Link to this definition">#</a></dt>
 <dd><p>Set output container.</p>
 <p>See <a class="reference external" href="https://scikit-learn.org/stable/auto_examples/miscellaneous/plot_set_output.html#sphx-glr-auto-examples-miscellaneous-plot-set-output-py" title="(in scikit-learn v1.6)"><span>Introducing the set_output API</span></a>
 for an example on how to use the API.</p>
@@ -778,7 +778,7 @@ <h1>SelectCols<a class="headerlink" href="#selectcols" title="Link to this headi
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.SelectCols.set_params">
-<span class="sig-name descname"><span class="pre">set_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L251"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SelectCols.set_params" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L251"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SelectCols.set_params" title="Link to this definition">#</a></dt>
 <dd><p>Set the parameters of this estimator.</p>
 <p>The method works on simple estimators as well as on nested objects
 (such as <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.pipeline.Pipeline.html#sklearn.pipeline.Pipeline" title="(in scikit-learn v1.6)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Pipeline</span></code></a>). The latter have
@@ -802,7 +802,7 @@ <h1>SelectCols<a class="headerlink" href="#selectcols" title="Link to this headi
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.SelectCols.transform">
-<span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_select_cols.py#L63"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SelectCols.transform" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_select_cols.py#L63"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SelectCols.transform" title="Link to this definition">#</a></dt>
 <dd><p>Transform a dataframe by selecting columns.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
diff --git a/0.4/reference/generated/skrub.SimilarityEncoder.html b/0.4/reference/generated/skrub.SimilarityEncoder.html
index 9a6e6a8e1..f69f5d42e 100644
--- a/0.4/reference/generated/skrub.SimilarityEncoder.html
+++ b/0.4/reference/generated/skrub.SimilarityEncoder.html
@@ -52,7 +52,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -62,7 +62,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -73,7 +73,7 @@
     <link rel="prev" title="MinHashEncoder" href="skrub.MinHashEncoder.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -597,7 +597,7 @@
 <h1>SimilarityEncoder<a class="headerlink" href="#similarityencoder" title="Link to this heading">#</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="skrub.SimilarityEncoder">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">SimilarityEncoder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ngram_range=(2</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">4)</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">analyzer='char'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">categories='auto'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype=&lt;class</span> <span class="pre">'numpy.float64'&gt;</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">handle_unknown='ignore'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">handle_missing=''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">hashing_dim=None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_jobs=None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_similarity_encoder.py#L133"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SimilarityEncoder" title="Link to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">SimilarityEncoder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ngram_range=(2</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">4)</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">analyzer='char'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">categories='auto'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dtype=&lt;class</span> <span class="pre">'numpy.float64'&gt;</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">handle_unknown='ignore'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">handle_missing=''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">hashing_dim=None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_jobs=None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_similarity_encoder.py#L134"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SimilarityEncoder" title="Link to this definition">#</a></dt>
 <dd><p>Encode string categories to a similarity matrix, to capture fuzziness across a few categories.</p>
 <p>The input to this transformer should be an array-like of strings.
 The method is based on calculating the morphological similarities
@@ -762,7 +762,7 @@ <h1>SimilarityEncoder<a class="headerlink" href="#similarityencoder" title="Link
 </div>
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.SimilarityEncoder.fit">
-<span class="sig-name descname"><span class="pre">fit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_similarity_encoder.py#L293"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SimilarityEncoder.fit" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">fit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_similarity_encoder.py#L294"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SimilarityEncoder.fit" title="Link to this definition">#</a></dt>
 <dd><p>Fit the instance to <cite>X</cite>.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -784,7 +784,7 @@ <h1>SimilarityEncoder<a class="headerlink" href="#similarityencoder" title="Link
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.SimilarityEncoder.fit_transform">
-<span class="sig-name descname"><span class="pre">fit_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">fit_params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L1043"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SimilarityEncoder.fit_transform" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">fit_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">fit_params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L1043"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SimilarityEncoder.fit_transform" title="Link to this definition">#</a></dt>
 <dd><p>Fit to data, then transform it.</p>
 <p>Fits transformer to <cite>X</cite> and <cite>y</cite> with optional parameters <cite>fit_params</cite>
 and returns a transformed version of <cite>X</cite>.</p>
@@ -810,7 +810,7 @@ <h1>SimilarityEncoder<a class="headerlink" href="#similarityencoder" title="Link
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.SimilarityEncoder.get_feature_names_out">
-<span class="sig-name descname"><span class="pre">get_feature_names_out</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">input_features</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py#L1187"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SimilarityEncoder.get_feature_names_out" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_feature_names_out</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">input_features</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py#L1187"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SimilarityEncoder.get_feature_names_out" title="Link to this definition">#</a></dt>
 <dd><p>Get output feature names for transformation.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -838,7 +838,7 @@ <h1>SimilarityEncoder<a class="headerlink" href="#similarityencoder" title="Link
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.SimilarityEncoder.get_metadata_routing">
-<span class="sig-name descname"><span class="pre">get_metadata_routing</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1496"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SimilarityEncoder.get_metadata_routing" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_metadata_routing</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1496"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SimilarityEncoder.get_metadata_routing" title="Link to this definition">#</a></dt>
 <dd><p>Get metadata routing of this object.</p>
 <p>Please check <a class="reference external" href="https://scikit-learn.org/stable/metadata_routing.html#metadata-routing" title="(in scikit-learn v1.6)"><span class="xref std std-ref">User Guide</span></a> on how the routing
 mechanism works.</p>
@@ -855,7 +855,7 @@ <h1>SimilarityEncoder<a class="headerlink" href="#similarityencoder" title="Link
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.SimilarityEncoder.get_params">
-<span class="sig-name descname"><span class="pre">get_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">deep</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L227"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SimilarityEncoder.get_params" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">deep</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L227"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SimilarityEncoder.get_params" title="Link to this definition">#</a></dt>
 <dd><p>Get parameters for this estimator.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -882,7 +882,7 @@ <h1>SimilarityEncoder<a class="headerlink" href="#similarityencoder" title="Link
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.SimilarityEncoder.inverse_transform">
-<span class="sig-name descname"><span class="pre">inverse_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py#L1068"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SimilarityEncoder.inverse_transform" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">inverse_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/preprocessing/_encoders.py#L1068"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SimilarityEncoder.inverse_transform" title="Link to this definition">#</a></dt>
 <dd><p>Convert the data back to the original representation.</p>
 <p>When unknown categories are encountered (all zeros in the
 one-hot encoding), <code class="docutils literal notranslate"><span class="pre">None</span></code> is used to represent this category. If the
@@ -908,7 +908,7 @@ <h1>SimilarityEncoder<a class="headerlink" href="#similarityencoder" title="Link
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.SimilarityEncoder.set_output">
-<span class="sig-name descname"><span class="pre">set_output</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transform</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_set_output.py#L389"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SimilarityEncoder.set_output" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_output</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transform</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_set_output.py#L389"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SimilarityEncoder.set_output" title="Link to this definition">#</a></dt>
 <dd><p>Set output container.</p>
 <p>See <a class="reference external" href="https://scikit-learn.org/stable/auto_examples/miscellaneous/plot_set_output.html#sphx-glr-auto-examples-miscellaneous-plot-set-output-py" title="(in scikit-learn v1.6)"><span>Introducing the set_output API</span></a>
 for an example on how to use the API.</p>
@@ -939,7 +939,7 @@ <h1>SimilarityEncoder<a class="headerlink" href="#similarityencoder" title="Link
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.SimilarityEncoder.set_params">
-<span class="sig-name descname"><span class="pre">set_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L251"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SimilarityEncoder.set_params" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L251"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SimilarityEncoder.set_params" title="Link to this definition">#</a></dt>
 <dd><p>Set the parameters of this estimator.</p>
 <p>The method works on simple estimators as well as on nested objects
 (such as <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.pipeline.Pipeline.html#sklearn.pipeline.Pipeline" title="(in scikit-learn v1.6)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Pipeline</span></code></a>). The latter have
@@ -963,7 +963,7 @@ <h1>SimilarityEncoder<a class="headerlink" href="#similarityencoder" title="Link
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.SimilarityEncoder.set_transform_request">
-<span class="sig-name descname"><span class="pre">set_transform_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">fast</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'$UNCHANGED$'</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1250"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SimilarityEncoder.set_transform_request" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_transform_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">fast</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'$UNCHANGED$'</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1250"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SimilarityEncoder.set_transform_request" title="Link to this definition">#</a></dt>
 <dd><p>Request metadata passed to the <code class="docutils literal notranslate"><span class="pre">transform</span></code> method.</p>
 <p>Note that this method is only relevant if
 <code class="docutils literal notranslate"><span class="pre">enable_metadata_routing=True</span></code> (see <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.set_config.html#sklearn.set_config" title="(in scikit-learn v1.6)"><code class="xref py py-func docutils literal notranslate"><span class="pre">sklearn.set_config()</span></code></a>).
@@ -1006,7 +1006,7 @@ <h1>SimilarityEncoder<a class="headerlink" href="#similarityencoder" title="Link
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.SimilarityEncoder.transform">
-<span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">fast</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_similarity_encoder.py#L417"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SimilarityEncoder.transform" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">fast</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_similarity_encoder.py#L418"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.SimilarityEncoder.transform" title="Link to this definition">#</a></dt>
 <dd><p>Transform <cite>X</cite> using specified encoding scheme.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
diff --git a/0.4/reference/generated/skrub.TableReport.html b/0.4/reference/generated/skrub.TableReport.html
index 7c111cb22..a5cb39c3e 100644
--- a/0.4/reference/generated/skrub.TableReport.html
+++ b/0.4/reference/generated/skrub.TableReport.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="tabular_learner" href="skrub.tabular_learner.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -599,7 +599,7 @@
 <h1>TableReport<a class="headerlink" href="#tablereport" title="Link to this heading">#</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="skrub.TableReport">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">TableReport</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dataframe</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_rows</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">10</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">order_by</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">title</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">column_filters</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_reporting/_table_report.py#L10"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TableReport" title="Link to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">TableReport</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dataframe</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_rows</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">10</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">order_by</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">title</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">column_filters</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_reporting/_table_report.py#L10"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TableReport" title="Link to this definition">#</a></dt>
 <dd><p>Summarize the contents of a dataframe.</p>
 <p>This class summarizes a dataframe, providing information such as the type
 and summary statistics (mean, number of missing values, etc.) for each
@@ -626,6 +626,12 @@ <h1>TableReport<a class="headerlink" href="#tablereport" title="Link to this hea
 e.g. <code class="docutils literal notranslate"><span class="pre">&quot;First</span> <span class="pre">10</span> <span class="pre">columns&quot;</span></code>) and <code class="docutils literal notranslate"><span class="pre">columns</span></code> (a list of column names).
 See the end of the “Examples” section below for details.</p>
 </dd>
+<dt><strong>verbose</strong><span class="classifier"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><code class="docutils literal notranslate"><span class="pre">int</span></code></a>, default = 1</span></dt><dd><p>Whether to print progress information while the report is being generated.</p>
+<ul class="simple">
+<li><p>verbose = 1 prints how many columns have been processed so far.</p></li>
+<li><p>verbose = 0 silences the output.</p></li>
+</ul>
+</dd>
 </dl>
 </dd>
 </dl>
@@ -654,7 +660,7 @@ <h1>TableReport<a class="headerlink" href="#tablereport" title="Link to this hea
 <span class="go">&lt;TableReport: use .open() to display&gt;</span>
 </pre></div>
 </div>
-<p>(Note that above we only see the string represention, not the report itself,
+<p>(Note that above we only see the string representation, not the report itself,
 because we are not in a notebook.)</p>
 <p>Whether you are using a notebook or not, you can always open the report as a
 full page in a separate browser tab with its <code class="docutils literal notranslate"><span class="pre">open</span></code> method:
@@ -706,7 +712,7 @@ <h1>TableReport<a class="headerlink" href="#tablereport" title="Link to this hea
 </div>
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.TableReport.html">
-<span class="sig-name descname"><span class="pre">html</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_reporting/_table_report.py#L143"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TableReport.html" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">html</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_reporting/_table_report.py#L151"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TableReport.html" title="Link to this definition">#</a></dt>
 <dd><p>Get the report as a full HTML page.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -720,7 +726,7 @@ <h1>TableReport<a class="headerlink" href="#tablereport" title="Link to this hea
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.TableReport.html_snippet">
-<span class="sig-name descname"><span class="pre">html_snippet</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_reporting/_table_report.py#L157"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TableReport.html_snippet" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">html_snippet</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_reporting/_table_report.py#L165"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TableReport.html_snippet" title="Link to this definition">#</a></dt>
 <dd><p>Get the report as an HTML fragment that can be inserted in a page.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -734,7 +740,7 @@ <h1>TableReport<a class="headerlink" href="#tablereport" title="Link to this hea
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.TableReport.json">
-<span class="sig-name descname"><span class="pre">json</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_reporting/_table_report.py#L171"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TableReport.json" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">json</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_reporting/_table_report.py#L179"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TableReport.json" title="Link to this definition">#</a></dt>
 <dd><p>Get the report data in JSON format.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -748,7 +754,7 @@ <h1>TableReport<a class="headerlink" href="#tablereport" title="Link to this hea
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.TableReport.open">
-<span class="sig-name descname"><span class="pre">open</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_reporting/_table_report.py#L192"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TableReport.open" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">open</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_reporting/_table_report.py#L200"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TableReport.open" title="Link to this definition">#</a></dt>
 <dd><p>Open the HTML report in a web browser.</p>
 </dd></dl>
 
diff --git a/0.4/reference/generated/skrub.TableVectorizer.html b/0.4/reference/generated/skrub.TableVectorizer.html
index 75f7996f7..34160b725 100644
--- a/0.4/reference/generated/skrub.TableVectorizer.html
+++ b/0.4/reference/generated/skrub.TableVectorizer.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="TextEncoder" href="skrub.TextEncoder.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -599,7 +599,7 @@
 <h1>TableVectorizer<a class="headerlink" href="#tablevectorizer" title="Link to this heading">#</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="skrub.TableVectorizer">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">TableVectorizer</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cardinality_threshold</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">40</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">low_cardinality</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">OneHotEncoder(drop='if_binary',</span> <span class="pre">dtype='float32',</span> <span class="pre">handle_unknown='ignore',</span> <span class="pre">sparse_output=False)</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">high_cardinality</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">GapEncoder(n_components=30)</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">numeric</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">PassThrough()</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">datetime</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">DatetimeEncoder()</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">specific_transformers</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">()</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">drop_null_fraction</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_jobs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_table_vectorizer.py#L115"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TableVectorizer" title="Link to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">TableVectorizer</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cardinality_threshold</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">40</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">low_cardinality</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">OneHotEncoder(drop='if_binary',</span> <span class="pre">dtype='float32',</span> <span class="pre">handle_unknown='ignore',</span> <span class="pre">sparse_output=False)</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">high_cardinality</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">GapEncoder(n_components=30)</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">numeric</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">PassThrough()</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">datetime</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">DatetimeEncoder()</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">specific_transformers</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">()</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">drop_null_fraction</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_jobs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_table_vectorizer.py#L115"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TableVectorizer" title="Link to this definition">#</a></dt>
 <dd><p>Transform a dataframe to a numeric (vectorized) representation.</p>
 <p>Applies a different transformation to each of several kinds of columns:</p>
 <ul class="simple">
@@ -912,7 +912,7 @@ <h1>TableVectorizer<a class="headerlink" href="#tablevectorizer" title="Link to
 </div>
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.TableVectorizer.fit">
-<span class="sig-name descname"><span class="pre">fit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_table_vectorizer.py#L442"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TableVectorizer.fit" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">fit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_table_vectorizer.py#L442"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TableVectorizer.fit" title="Link to this definition">#</a></dt>
 <dd><p>Fit transformer.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -935,7 +935,7 @@ <h1>TableVectorizer<a class="headerlink" href="#tablevectorizer" title="Link to
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.TableVectorizer.fit_transform">
-<span class="sig-name descname"><span class="pre">fit_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_table_vectorizer.py#L463"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TableVectorizer.fit_transform" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">fit_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_table_vectorizer.py#L463"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TableVectorizer.fit_transform" title="Link to this definition">#</a></dt>
 <dd><p>Fit transformer and transform dataframe.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -958,7 +958,7 @@ <h1>TableVectorizer<a class="headerlink" href="#tablevectorizer" title="Link to
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.TableVectorizer.get_feature_names_out">
-<span class="sig-name descname"><span class="pre">get_feature_names_out</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_table_vectorizer.py#L673"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TableVectorizer.get_feature_names_out" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_feature_names_out</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_table_vectorizer.py#L679"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TableVectorizer.get_feature_names_out" title="Link to this definition">#</a></dt>
 <dd><p>Return the column names of the output of <code class="docutils literal notranslate"><span class="pre">transform</span></code> as a list of strings.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -972,7 +972,7 @@ <h1>TableVectorizer<a class="headerlink" href="#tablevectorizer" title="Link to
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.TableVectorizer.get_metadata_routing">
-<span class="sig-name descname"><span class="pre">get_metadata_routing</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1496"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TableVectorizer.get_metadata_routing" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_metadata_routing</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1496"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TableVectorizer.get_metadata_routing" title="Link to this definition">#</a></dt>
 <dd><p>Get metadata routing of this object.</p>
 <p>Please check <a class="reference external" href="https://scikit-learn.org/stable/metadata_routing.html#metadata-routing" title="(in scikit-learn v1.6)"><span class="xref std std-ref">User Guide</span></a> on how the routing
 mechanism works.</p>
@@ -989,7 +989,7 @@ <h1>TableVectorizer<a class="headerlink" href="#tablevectorizer" title="Link to
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.TableVectorizer.get_params">
-<span class="sig-name descname"><span class="pre">get_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">deep</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L227"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TableVectorizer.get_params" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">deep</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L227"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TableVectorizer.get_params" title="Link to this definition">#</a></dt>
 <dd><p>Get parameters for this estimator.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -1010,7 +1010,7 @@ <h1>TableVectorizer<a class="headerlink" href="#tablevectorizer" title="Link to
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.TableVectorizer.set_output">
-<span class="sig-name descname"><span class="pre">set_output</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transform</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_set_output.py#L389"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TableVectorizer.set_output" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_output</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transform</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_set_output.py#L389"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TableVectorizer.set_output" title="Link to this definition">#</a></dt>
 <dd><p>Set output container.</p>
 <p>See <a class="reference external" href="https://scikit-learn.org/stable/auto_examples/miscellaneous/plot_set_output.html#sphx-glr-auto-examples-miscellaneous-plot-set-output-py" title="(in scikit-learn v1.6)"><span>Introducing the set_output API</span></a>
 for an example on how to use the API.</p>
@@ -1041,7 +1041,7 @@ <h1>TableVectorizer<a class="headerlink" href="#tablevectorizer" title="Link to
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.TableVectorizer.set_params">
-<span class="sig-name descname"><span class="pre">set_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L251"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TableVectorizer.set_params" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L251"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TableVectorizer.set_params" title="Link to this definition">#</a></dt>
 <dd><p>Set the parameters of this estimator.</p>
 <p>The method works on simple estimators as well as on nested objects
 (such as <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.pipeline.Pipeline.html#sklearn.pipeline.Pipeline" title="(in scikit-learn v1.6)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Pipeline</span></code></a>). The latter have
@@ -1065,7 +1065,7 @@ <h1>TableVectorizer<a class="headerlink" href="#tablevectorizer" title="Link to
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.TableVectorizer.transform">
-<span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_table_vectorizer.py#L494"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TableVectorizer.transform" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_table_vectorizer.py#L494"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TableVectorizer.transform" title="Link to this definition">#</a></dt>
 <dd><p>Transform dataframe.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
diff --git a/0.4/reference/generated/skrub.TextEncoder.html b/0.4/reference/generated/skrub.TextEncoder.html
index 44a258ec8..d40c211da 100644
--- a/0.4/reference/generated/skrub.TextEncoder.html
+++ b/0.4/reference/generated/skrub.TextEncoder.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="to_datetime" href="skrub.to_datetime.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -599,7 +599,7 @@
 <h1>TextEncoder<a class="headerlink" href="#textencoder" title="Link to this heading">#</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="skrub.TextEncoder">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">TextEncoder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'intfloat/e5-small-v2'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_components</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">30</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">device</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">32</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">token_env_variable</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_folder</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">store_weights_in_pickle</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">random_state</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_text_encoder.py#L21"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TextEncoder" title="Link to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">TextEncoder</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">model_name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'intfloat/e5-small-v2'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_components</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">30</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">device</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">batch_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">32</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">token_env_variable</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cache_folder</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">store_weights_in_pickle</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">random_state</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_text_encoder.py#L21"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TextEncoder" title="Link to this definition">#</a></dt>
 <dd><p>Encode string features by applying a pretrained language model         downloaded from the HuggingFace Hub.</p>
 <div class="admonition note">
 <p class="admonition-title">Note</p>
@@ -654,11 +654,11 @@ <h1>TextEncoder<a class="headerlink" href="#textencoder" title="Link to this hea
 <li><p><code class="docutils literal notranslate"><span class="pre">all-mpnet-base-v2</span></code></p></li>
 </ul>
 <p>You can find more options on the <a class="reference external" href="https://www.sbert.net/docs/pretrained_models.html#model-overview">sentence-transformers documentation</a>.</p>
-<p>The default model is a shrinked version of e5-v2, which has shown good
+<p>The default model is a shrunk version of e5-v2, which has shown good
 performance in the benchmark of <a class="reference internal" href="#rdcc4582c1cac-1" id="id1">[1]</a>.</p>
 </dd>
 <dt><strong>n_components</strong><span class="classifier"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><code class="docutils literal notranslate"><span class="pre">int</span></code></a> or <a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><code class="docutils literal notranslate"><span class="pre">None</span></code></a>, default=30,</span></dt><dd><p>The number of embedding dimensions. As the number of dimensions is different
-accross embedding models, this class uses a <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.decomposition.PCA.html#sklearn.decomposition.PCA" title="(in scikit-learn v1.6)"><code class="xref py py-class docutils literal notranslate"><span class="pre">PCA</span></code></a>
+across embedding models, this class uses a <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.decomposition.PCA.html#sklearn.decomposition.PCA" title="(in scikit-learn v1.6)"><code class="xref py py-class docutils literal notranslate"><span class="pre">PCA</span></code></a>
 to set the number of embedding to <code class="docutils literal notranslate"><span class="pre">n_components</span></code> during <code class="docutils literal notranslate"><span class="pre">transform</span></code>.
 Set <code class="docutils literal notranslate"><span class="pre">n_components=None</span></code> to skip the PCA dimension reduction mechanism.</p>
 <p>See <a class="reference internal" href="#rdcc4582c1cac-1" id="id2">[1]</a> for more details on the choice of the PCA and default
@@ -805,7 +805,7 @@ <h1>TextEncoder<a class="headerlink" href="#textencoder" title="Link to this hea
 </div>
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.TextEncoder.fit">
-<span class="sig-name descname"><span class="pre">fit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">column</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_on_each_column.py#L76"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TextEncoder.fit" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">fit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">column</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_on_each_column.py#L76"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TextEncoder.fit" title="Link to this definition">#</a></dt>
 <dd><p>Fit the transformer.</p>
 <p>Subclasses should implement <code class="docutils literal notranslate"><span class="pre">fit_transform</span></code> and <code class="docutils literal notranslate"><span class="pre">transform</span></code>.</p>
 <dl class="field-list">
@@ -829,7 +829,7 @@ <h1>TextEncoder<a class="headerlink" href="#textencoder" title="Link to this hea
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.TextEncoder.fit_transform">
-<span class="sig-name descname"><span class="pre">fit_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">column</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_text_encoder.py#L206"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TextEncoder.fit_transform" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">fit_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">column</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_text_encoder.py#L206"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TextEncoder.fit_transform" title="Link to this definition">#</a></dt>
 <dd><p>Fit the TextEncoder from <code class="docutils literal notranslate"><span class="pre">column</span></code>.</p>
 <p>In practice, it loads the pre-trained model from disk and returns
 the embeddings of the column.</p>
@@ -853,7 +853,7 @@ <h1>TextEncoder<a class="headerlink" href="#textencoder" title="Link to this hea
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.TextEncoder.get_feature_names_out">
-<span class="sig-name descname"><span class="pre">get_feature_names_out</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_text_encoder.py#L380"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TextEncoder.get_feature_names_out" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_feature_names_out</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_text_encoder.py#L380"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TextEncoder.get_feature_names_out" title="Link to this definition">#</a></dt>
 <dd><p>Get output feature names for transformation.</p>
 <dl class="field-list">
 <dt class="field-odd">Returns<span class="colon">:</span></dt>
@@ -867,7 +867,7 @@ <h1>TextEncoder<a class="headerlink" href="#textencoder" title="Link to this hea
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.TextEncoder.get_metadata_routing">
-<span class="sig-name descname"><span class="pre">get_metadata_routing</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1496"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TextEncoder.get_metadata_routing" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_metadata_routing</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1496"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TextEncoder.get_metadata_routing" title="Link to this definition">#</a></dt>
 <dd><p>Get metadata routing of this object.</p>
 <p>Please check <a class="reference external" href="https://scikit-learn.org/stable/metadata_routing.html#metadata-routing" title="(in scikit-learn v1.6)"><span class="xref std std-ref">User Guide</span></a> on how the routing
 mechanism works.</p>
@@ -884,7 +884,7 @@ <h1>TextEncoder<a class="headerlink" href="#textencoder" title="Link to this hea
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.TextEncoder.get_params">
-<span class="sig-name descname"><span class="pre">get_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">deep</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L227"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TextEncoder.get_params" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">deep</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L227"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TextEncoder.get_params" title="Link to this definition">#</a></dt>
 <dd><p>Get parameters for this estimator.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -905,7 +905,7 @@ <h1>TextEncoder<a class="headerlink" href="#textencoder" title="Link to this hea
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.TextEncoder.set_fit_request">
-<span class="sig-name descname"><span class="pre">set_fit_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">column</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'$UNCHANGED$'</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1250"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TextEncoder.set_fit_request" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_fit_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">column</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'$UNCHANGED$'</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1250"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TextEncoder.set_fit_request" title="Link to this definition">#</a></dt>
 <dd><p>Request metadata passed to the <code class="docutils literal notranslate"><span class="pre">fit</span></code> method.</p>
 <p>Note that this method is only relevant if
 <code class="docutils literal notranslate"><span class="pre">enable_metadata_routing=True</span></code> (see <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.set_config.html#sklearn.set_config" title="(in scikit-learn v1.6)"><code class="xref py py-func docutils literal notranslate"><span class="pre">sklearn.set_config()</span></code></a>).
@@ -948,7 +948,7 @@ <h1>TextEncoder<a class="headerlink" href="#textencoder" title="Link to this hea
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.TextEncoder.set_output">
-<span class="sig-name descname"><span class="pre">set_output</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transform</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_set_output.py#L389"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TextEncoder.set_output" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_output</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transform</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_set_output.py#L389"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TextEncoder.set_output" title="Link to this definition">#</a></dt>
 <dd><p>Set output container.</p>
 <p>See <a class="reference external" href="https://scikit-learn.org/stable/auto_examples/miscellaneous/plot_set_output.html#sphx-glr-auto-examples-miscellaneous-plot-set-output-py" title="(in scikit-learn v1.6)"><span>Introducing the set_output API</span></a>
 for an example on how to use the API.</p>
@@ -979,7 +979,7 @@ <h1>TextEncoder<a class="headerlink" href="#textencoder" title="Link to this hea
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.TextEncoder.set_params">
-<span class="sig-name descname"><span class="pre">set_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L251"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TextEncoder.set_params" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L251"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TextEncoder.set_params" title="Link to this definition">#</a></dt>
 <dd><p>Set the parameters of this estimator.</p>
 <p>The method works on simple estimators as well as on nested objects
 (such as <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.pipeline.Pipeline.html#sklearn.pipeline.Pipeline" title="(in scikit-learn v1.6)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Pipeline</span></code></a>). The latter have
@@ -1003,7 +1003,7 @@ <h1>TextEncoder<a class="headerlink" href="#textencoder" title="Link to this hea
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.TextEncoder.set_transform_request">
-<span class="sig-name descname"><span class="pre">set_transform_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">column</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'$UNCHANGED$'</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1250"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TextEncoder.set_transform_request" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_transform_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">column</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'$UNCHANGED$'</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1250"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TextEncoder.set_transform_request" title="Link to this definition">#</a></dt>
 <dd><p>Request metadata passed to the <code class="docutils literal notranslate"><span class="pre">transform</span></code> method.</p>
 <p>Note that this method is only relevant if
 <code class="docutils literal notranslate"><span class="pre">enable_metadata_routing=True</span></code> (see <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.set_config.html#sklearn.set_config" title="(in scikit-learn v1.6)"><code class="xref py py-func docutils literal notranslate"><span class="pre">sklearn.set_config()</span></code></a>).
@@ -1046,7 +1046,7 @@ <h1>TextEncoder<a class="headerlink" href="#textencoder" title="Link to this hea
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.TextEncoder.transform">
-<span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">column</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_text_encoder.py#L267"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TextEncoder.transform" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">column</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_text_encoder.py#L267"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.TextEncoder.transform" title="Link to this definition">#</a></dt>
 <dd><p>Transform <code class="docutils literal notranslate"><span class="pre">column</span></code> using the TextEncoder.</p>
 <p>This method uses the embedding model loaded in memory during <code class="docutils literal notranslate"><span class="pre">fit</span></code>
 or <code class="docutils literal notranslate"><span class="pre">fit_transform</span></code>.</p>
diff --git a/0.4/reference/generated/skrub.ToCategorical.html b/0.4/reference/generated/skrub.ToCategorical.html
index 6fbe8ca06..2b0c58ca1 100644
--- a/0.4/reference/generated/skrub.ToCategorical.html
+++ b/0.4/reference/generated/skrub.ToCategorical.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="DatetimeEncoder" href="skrub.DatetimeEncoder.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -599,7 +599,7 @@
 <h1>ToCategorical<a class="headerlink" href="#tocategorical" title="Link to this heading">#</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="skrub.ToCategorical">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">ToCategorical</span></span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_to_categorical.py#L7"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToCategorical" title="Link to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">ToCategorical</span></span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_to_categorical.py#L7"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToCategorical" title="Link to this definition">#</a></dt>
 <dd><p>Convert a string column to Categorical dtype.</p>
 <div class="admonition note">
 <p class="admonition-title">Note</p>
@@ -772,7 +772,7 @@ <h1>ToCategorical<a class="headerlink" href="#tocategorical" title="Link to this
 </div>
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.ToCategorical.fit">
-<span class="sig-name descname"><span class="pre">fit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">column</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_on_each_column.py#L76"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToCategorical.fit" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">fit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">column</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_on_each_column.py#L76"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToCategorical.fit" title="Link to this definition">#</a></dt>
 <dd><p>Fit the transformer.</p>
 <p>Subclasses should implement <code class="docutils literal notranslate"><span class="pre">fit_transform</span></code> and <code class="docutils literal notranslate"><span class="pre">transform</span></code>.</p>
 <dl class="field-list">
@@ -796,7 +796,7 @@ <h1>ToCategorical<a class="headerlink" href="#tocategorical" title="Link to this
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.ToCategorical.fit_transform">
-<span class="sig-name descname"><span class="pre">fit_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">column</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_to_categorical.py#L140"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToCategorical.fit_transform" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">fit_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">column</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_to_categorical.py#L140"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToCategorical.fit_transform" title="Link to this definition">#</a></dt>
 <dd><p>Fit the encoder and transform a column.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -818,7 +818,7 @@ <h1>ToCategorical<a class="headerlink" href="#tocategorical" title="Link to this
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.ToCategorical.get_metadata_routing">
-<span class="sig-name descname"><span class="pre">get_metadata_routing</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1496"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToCategorical.get_metadata_routing" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_metadata_routing</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1496"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToCategorical.get_metadata_routing" title="Link to this definition">#</a></dt>
 <dd><p>Get metadata routing of this object.</p>
 <p>Please check <a class="reference external" href="https://scikit-learn.org/stable/metadata_routing.html#metadata-routing" title="(in scikit-learn v1.6)"><span class="xref std std-ref">User Guide</span></a> on how the routing
 mechanism works.</p>
@@ -835,7 +835,7 @@ <h1>ToCategorical<a class="headerlink" href="#tocategorical" title="Link to this
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.ToCategorical.get_params">
-<span class="sig-name descname"><span class="pre">get_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">deep</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L227"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToCategorical.get_params" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">deep</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L227"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToCategorical.get_params" title="Link to this definition">#</a></dt>
 <dd><p>Get parameters for this estimator.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -856,7 +856,7 @@ <h1>ToCategorical<a class="headerlink" href="#tocategorical" title="Link to this
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.ToCategorical.set_fit_request">
-<span class="sig-name descname"><span class="pre">set_fit_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">column</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'$UNCHANGED$'</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1250"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToCategorical.set_fit_request" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_fit_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">column</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'$UNCHANGED$'</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1250"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToCategorical.set_fit_request" title="Link to this definition">#</a></dt>
 <dd><p>Request metadata passed to the <code class="docutils literal notranslate"><span class="pre">fit</span></code> method.</p>
 <p>Note that this method is only relevant if
 <code class="docutils literal notranslate"><span class="pre">enable_metadata_routing=True</span></code> (see <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.set_config.html#sklearn.set_config" title="(in scikit-learn v1.6)"><code class="xref py py-func docutils literal notranslate"><span class="pre">sklearn.set_config()</span></code></a>).
@@ -899,7 +899,7 @@ <h1>ToCategorical<a class="headerlink" href="#tocategorical" title="Link to this
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.ToCategorical.set_params">
-<span class="sig-name descname"><span class="pre">set_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L251"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToCategorical.set_params" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L251"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToCategorical.set_params" title="Link to this definition">#</a></dt>
 <dd><p>Set the parameters of this estimator.</p>
 <p>The method works on simple estimators as well as on nested objects
 (such as <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.pipeline.Pipeline.html#sklearn.pipeline.Pipeline" title="(in scikit-learn v1.6)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Pipeline</span></code></a>). The latter have
@@ -923,7 +923,7 @@ <h1>ToCategorical<a class="headerlink" href="#tocategorical" title="Link to this
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.ToCategorical.set_transform_request">
-<span class="sig-name descname"><span class="pre">set_transform_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">column</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'$UNCHANGED$'</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1250"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToCategorical.set_transform_request" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_transform_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">column</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'$UNCHANGED$'</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1250"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToCategorical.set_transform_request" title="Link to this definition">#</a></dt>
 <dd><p>Request metadata passed to the <code class="docutils literal notranslate"><span class="pre">transform</span></code> method.</p>
 <p>Note that this method is only relevant if
 <code class="docutils literal notranslate"><span class="pre">enable_metadata_routing=True</span></code> (see <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.set_config.html#sklearn.set_config" title="(in scikit-learn v1.6)"><code class="xref py py-func docutils literal notranslate"><span class="pre">sklearn.set_config()</span></code></a>).
@@ -966,7 +966,7 @@ <h1>ToCategorical<a class="headerlink" href="#tocategorical" title="Link to this
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.ToCategorical.transform">
-<span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">column</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_to_categorical.py#L162"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToCategorical.transform" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">column</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_to_categorical.py#L162"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToCategorical.transform" title="Link to this definition">#</a></dt>
 <dd><p>Transform a column.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
diff --git a/0.4/reference/generated/skrub.ToDatetime.html b/0.4/reference/generated/skrub.ToDatetime.html
index c77179454..5637c4039 100644
--- a/0.4/reference/generated/skrub.ToDatetime.html
+++ b/0.4/reference/generated/skrub.ToDatetime.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="ToCategorical" href="skrub.ToCategorical.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -599,7 +599,7 @@
 <h1>ToDatetime<a class="headerlink" href="#todatetime" title="Link to this heading">#</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="skrub.ToDatetime">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">ToDatetime</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">format</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_to_datetime.py#L82"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToDatetime" title="Link to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">ToDatetime</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">format</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_to_datetime.py#L84"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToDatetime" title="Link to this definition">#</a></dt>
 <dd><p>Parse datetimes represented as strings and return <code class="docutils literal notranslate"><span class="pre">Datetime</span></code> columns.</p>
 <div class="admonition note">
 <p class="admonition-title">Note</p>
@@ -629,7 +629,7 @@ <h1>ToDatetime<a class="headerlink" href="#todatetime" title="Link to this headi
 <dd class="field-odd"><dl>
 <dt><strong>format</strong><span class="classifier"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.13)"><code class="docutils literal notranslate"><span class="pre">str</span></code></a> or <a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.13)"><code class="docutils literal notranslate"><span class="pre">None</span></code></a>, optional, default=None</span></dt><dd><p>Format to use for parsing dates that are stored as strings, e.g.
 <code class="docutils literal notranslate"><span class="pre">&quot;%Y-%m-%dT%H:%M%S&quot;</span></code>.
-If not specfied, the format is inferred from the data when possible.
+If not specified, the format is inferred from the data when possible.
 When doing so, for dates presented as 01/02/2003, it is usually
 possible to infer from the data whether the month comes first (USA
 convention) or the day comes first, ie <code class="docutils literal notranslate"><span class="pre">&quot;%m/%d/%Y&quot;</span></code> vs
@@ -678,7 +678,7 @@ <h1>ToDatetime<a class="headerlink" href="#todatetime" title="Link to this headi
 <span class="go">0   2024-05-05 13:17:52</span>
 <span class="go">1                   NaT</span>
 <span class="go">2   2024-05-07 13:17:52</span>
-<span class="go">Name: when, dtype: datetime64[ns]</span>
+<span class="go">Name: when, dtype: datetime64[...]</span>
 </pre></div>
 </div>
 <p>The attributes <code class="docutils literal notranslate"><span class="pre">format_</span></code>, <code class="docutils literal notranslate"><span class="pre">output_dtype_</span></code>, <code class="docutils literal notranslate"><span class="pre">output_time_zone_</span></code>
@@ -686,7 +686,7 @@ <h1>ToDatetime<a class="headerlink" href="#todatetime" title="Link to this headi
 <div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">to_dt</span><span class="o">.</span><span class="n">format_</span>
 <span class="go">&#39;%Y-%m-%dT%H:%M:%S&#39;</span>
 <span class="gp">&gt;&gt;&gt; </span><span class="n">to_dt</span><span class="o">.</span><span class="n">output_dtype_</span>
-<span class="go">dtype(&#39;&lt;M8[ns]&#39;)</span>
+<span class="go">dtype(&#39;&lt;M8[...]&#39;)</span>
 <span class="gp">&gt;&gt;&gt; </span><span class="n">to_dt</span><span class="o">.</span><span class="n">output_time_zone_</span> <span class="ow">is</span> <span class="kc">None</span>
 <span class="go">True</span>
 </pre></div>
@@ -697,7 +697,7 @@ <h1>ToDatetime<a class="headerlink" href="#todatetime" title="Link to this headi
 <span class="go">0   2024-05-05 13:17:52</span>
 <span class="go">1                   NaT</span>
 <span class="go">2   2024-05-07 13:17:52</span>
-<span class="go">Name: when, dtype: datetime64[ns]</span>
+<span class="go">Name: when, dtype: datetime64[...]</span>
 </pre></div>
 </div>
 <div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">ToDatetime</span><span class="p">(</span><span class="nb">format</span><span class="o">=</span><span class="s2">&quot;</span><span class="si">%d</span><span class="s2">/%m/%Y&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">fit_transform</span><span class="p">(</span><span class="n">s</span><span class="p">)</span>
@@ -713,7 +713,7 @@ <h1>ToDatetime<a class="headerlink" href="#todatetime" title="Link to this headi
 <span class="go">0   2024-05-05 13:17:52+02:00</span>
 <span class="go">1                         NaT</span>
 <span class="go">2   2024-05-07 13:17:52+02:00</span>
-<span class="go">Name: when, dtype: datetime64[ns, Europe/Paris]</span>
+<span class="go">Name: when, dtype: datetime64[..., Europe/Paris]</span>
 <span class="gp">&gt;&gt;&gt; </span><span class="n">to_dt</span><span class="o">.</span><span class="n">fit_transform</span><span class="p">(</span><span class="n">s</span><span class="p">)</span> <span class="ow">is</span> <span class="n">s</span>
 <span class="go">True</span>
 </pre></div>
@@ -722,7 +722,7 @@ <h1>ToDatetime<a class="headerlink" href="#todatetime" title="Link to this headi
 <div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">to_dt</span><span class="o">.</span><span class="n">format_</span> <span class="ow">is</span> <span class="kc">None</span>
 <span class="go">True</span>
 <span class="gp">&gt;&gt;&gt; </span><span class="n">to_dt</span><span class="o">.</span><span class="n">output_dtype_</span>
-<span class="go">datetime64[ns, Europe/Paris]</span>
+<span class="go">datetime64[..., Europe/Paris]</span>
 <span class="gp">&gt;&gt;&gt; </span><span class="n">to_dt</span><span class="o">.</span><span class="n">output_time_zone_</span>
 <span class="go">&#39;Europe/Paris&#39;</span>
 </pre></div>
@@ -754,13 +754,13 @@ <h1>ToDatetime<a class="headerlink" href="#todatetime" title="Link to this headi
 <span class="go">0   2024-05-05 13:17:52</span>
 <span class="go">1                   NaT</span>
 <span class="go">2   2024-05-07 13:17:52</span>
-<span class="go">Name: when, dtype: datetime64[ns]</span>
+<span class="go">Name: when, dtype: datetime64[...]</span>
 <span class="gp">&gt;&gt;&gt; </span><span class="n">s</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">Series</span><span class="p">([</span><span class="s2">&quot;05/05/2024&quot;</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="s2">&quot;07/05/2024&quot;</span><span class="p">],</span> <span class="n">name</span><span class="o">=</span><span class="s2">&quot;when&quot;</span><span class="p">)</span>
 <span class="gp">&gt;&gt;&gt; </span><span class="n">to_dt</span><span class="o">.</span><span class="n">transform</span><span class="p">(</span><span class="n">s</span><span class="p">)</span>
 <span class="go">0   NaT</span>
 <span class="go">1   NaT</span>
 <span class="go">2   NaT</span>
-<span class="go">Name: when, dtype: datetime64[ns]</span>
+<span class="go">Name: when, dtype: datetime64[...]</span>
 </pre></div>
 </div>
 <p><strong>Time zones</strong></p>
@@ -770,7 +770,7 @@ <h1>ToDatetime<a class="headerlink" href="#todatetime" title="Link to this headi
 <span class="gp">&gt;&gt;&gt; </span><span class="n">to_dt</span><span class="o">.</span><span class="n">fit_transform</span><span class="p">(</span><span class="n">s</span><span class="p">)</span>
 <span class="go">0   2020-01-01 02:00:00+00:00</span>
 <span class="go">1   2020-01-01 01:00:00+00:00</span>
-<span class="go">dtype: datetime64[ns, UTC]</span>
+<span class="go">dtype: datetime64[..., UTC]</span>
 <span class="gp">&gt;&gt;&gt; </span><span class="n">to_dt</span><span class="o">.</span><span class="n">format_</span>
 <span class="go">&#39;%Y-%m-%dT%H:%M:%S%z&#39;</span>
 <span class="gp">&gt;&gt;&gt; </span><span class="n">to_dt</span><span class="o">.</span><span class="n">output_time_zone_</span>
@@ -782,7 +782,7 @@ <h1>ToDatetime<a class="headerlink" href="#todatetime" title="Link to this headi
 <span class="gp">&gt;&gt;&gt; </span><span class="n">to_dt</span><span class="o">.</span><span class="n">fit_transform</span><span class="p">(</span><span class="n">s</span><span class="p">)</span>
 <span class="go">0   2020-01-01 04:00:00</span>
 <span class="go">1   2020-01-01 04:00:00</span>
-<span class="go">dtype: datetime64[ns]</span>
+<span class="go">dtype: datetime64[...]</span>
 <span class="gp">&gt;&gt;&gt; </span><span class="n">to_dt</span><span class="o">.</span><span class="n">output_time_zone_</span> <span class="ow">is</span> <span class="kc">None</span>
 <span class="go">True</span>
 </pre></div>
@@ -795,10 +795,10 @@ <h1>ToDatetime<a class="headerlink" href="#todatetime" title="Link to this headi
 <span class="gp">&gt;&gt;&gt; </span><span class="n">s_paris</span>
 <span class="go">0   2024-05-07 14:24:49+02:00</span>
 <span class="go">1   2024-05-06 14:24:49+02:00</span>
-<span class="go">dtype: datetime64[ns, Europe/Paris]</span>
+<span class="go">dtype: datetime64[..., Europe/Paris]</span>
 <span class="gp">&gt;&gt;&gt; </span><span class="n">to_dt</span> <span class="o">=</span> <span class="n">ToDatetime</span><span class="p">()</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">s_paris</span><span class="p">)</span>
 <span class="gp">&gt;&gt;&gt; </span><span class="n">to_dt</span><span class="o">.</span><span class="n">output_dtype_</span>
-<span class="go">datetime64[ns, Europe/Paris]</span>
+<span class="go">datetime64[..., Europe/Paris]</span>
 </pre></div>
 </div>
 <p>Here our converter is set to output datetimes with nanosecond resolution,
@@ -808,7 +808,7 @@ <h1>ToDatetime<a class="headerlink" href="#todatetime" title="Link to this headi
 <span class="gp">&gt;&gt;&gt; </span><span class="n">s_london</span>
 <span class="go">0   2024-05-07 13:24:49+01:00</span>
 <span class="go">1   2024-05-06 13:24:49+01:00</span>
-<span class="go">dtype: datetime64[ns, Europe/London]</span>
+<span class="go">dtype: datetime64[..., Europe/London]</span>
 </pre></div>
 </div>
 <p>Here the timezone is “Europe/London” and the times are offset by 1 hour. During
@@ -817,7 +817,7 @@ <h1>ToDatetime<a class="headerlink" href="#todatetime" title="Link to this headi
 <div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">to_dt</span><span class="o">.</span><span class="n">transform</span><span class="p">(</span><span class="n">s_london</span><span class="p">)</span>
 <span class="go">0   2024-05-07 14:24:49+02:00</span>
 <span class="go">1   2024-05-06 14:24:49+02:00</span>
-<span class="go">dtype: datetime64[ns, Europe/Paris]</span>
+<span class="go">dtype: datetime64[..., Europe/Paris]</span>
 </pre></div>
 </div>
 <p>Moreover, we may have to transform a timezone-naive column whereas the
@@ -828,7 +828,7 @@ <h1>ToDatetime<a class="headerlink" href="#todatetime" title="Link to this headi
 <span class="gp">&gt;&gt;&gt; </span><span class="n">s_naive</span>
 <span class="go">0   2024-05-07 12:24:49</span>
 <span class="go">1   2024-05-06 12:24:49</span>
-<span class="go">dtype: datetime64[ns]</span>
+<span class="go">dtype: datetime64[...]</span>
 </pre></div>
 </div>
 <p>In this case, we make the arbitrary choice to assume that the timezone-naive
@@ -836,7 +836,7 @@ <h1>ToDatetime<a class="headerlink" href="#todatetime" title="Link to this headi
 <div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">to_dt</span><span class="o">.</span><span class="n">transform</span><span class="p">(</span><span class="n">s_naive</span><span class="p">)</span>
 <span class="go">0   2024-05-07 14:24:49+02:00</span>
 <span class="go">1   2024-05-06 14:24:49+02:00</span>
-<span class="go">dtype: datetime64[ns, Europe/Paris]</span>
+<span class="go">dtype: datetime64[..., Europe/Paris]</span>
 </pre></div>
 </div>
 <p>Conversely, a transformer fitted on a timezone-naive column can convert
@@ -845,7 +845,7 @@ <h1>ToDatetime<a class="headerlink" href="#todatetime" title="Link to this headi
 <span class="gp">&gt;&gt;&gt; </span><span class="n">to_dt</span><span class="o">.</span><span class="n">transform</span><span class="p">(</span><span class="n">s_london</span><span class="p">)</span>
 <span class="go">0   2024-05-07 12:24:49</span>
 <span class="go">1   2024-05-06 12:24:49</span>
-<span class="go">dtype: datetime64[ns]</span>
+<span class="go">dtype: datetime64[...]</span>
 </pre></div>
 </div>
 <p><strong>``%d/%m/%Y`` vs ``%m/%d/%Y``</strong></p>
@@ -855,7 +855,7 @@ <h1>ToDatetime<a class="headerlink" href="#todatetime" title="Link to this headi
 <div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">s</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">Series</span><span class="p">([</span><span class="s2">&quot;05/23/2024&quot;</span><span class="p">])</span>
 <span class="gp">&gt;&gt;&gt; </span><span class="n">to_dt</span><span class="o">.</span><span class="n">fit_transform</span><span class="p">(</span><span class="n">s</span><span class="p">)</span>
 <span class="go">0   2024-05-23</span>
-<span class="go">dtype: datetime64[ns]</span>
+<span class="go">dtype: datetime64[...]</span>
 <span class="gp">&gt;&gt;&gt; </span><span class="n">to_dt</span><span class="o">.</span><span class="n">format_</span>
 <span class="go">&#39;%m/%d/%Y&#39;</span>
 </pre></div>
@@ -865,7 +865,7 @@ <h1>ToDatetime<a class="headerlink" href="#todatetime" title="Link to this headi
 <div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">s</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">Series</span><span class="p">([</span><span class="s2">&quot;23/05/2024&quot;</span><span class="p">])</span>
 <span class="gp">&gt;&gt;&gt; </span><span class="n">to_dt</span><span class="o">.</span><span class="n">fit_transform</span><span class="p">(</span><span class="n">s</span><span class="p">)</span>
 <span class="go">0   2024-05-23</span>
-<span class="go">dtype: datetime64[ns]</span>
+<span class="go">dtype: datetime64[...]</span>
 <span class="gp">&gt;&gt;&gt; </span><span class="n">to_dt</span><span class="o">.</span><span class="n">format_</span>
 <span class="go">&#39;%d/%m/%Y&#39;</span>
 </pre></div>
@@ -874,7 +874,7 @@ <h1>ToDatetime<a class="headerlink" href="#todatetime" title="Link to this headi
 <div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">s</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">Series</span><span class="p">([</span><span class="s2">&quot;03/05/2024&quot;</span><span class="p">])</span>
 <span class="gp">&gt;&gt;&gt; </span><span class="n">to_dt</span><span class="o">.</span><span class="n">fit_transform</span><span class="p">(</span><span class="n">s</span><span class="p">)</span>
 <span class="go">0   2024-03-05</span>
-<span class="go">dtype: datetime64[ns]</span>
+<span class="go">dtype: datetime64[...]</span>
 <span class="gp">&gt;&gt;&gt; </span><span class="n">to_dt</span><span class="o">.</span><span class="n">format_</span>
 <span class="go">&#39;%m/%d/%Y&#39;</span>
 </pre></div>
@@ -915,7 +915,7 @@ <h1>ToDatetime<a class="headerlink" href="#todatetime" title="Link to this headi
 </div>
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.ToDatetime.fit">
-<span class="sig-name descname"><span class="pre">fit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">column</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_on_each_column.py#L76"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToDatetime.fit" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">fit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">column</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_on_each_column.py#L76"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToDatetime.fit" title="Link to this definition">#</a></dt>
 <dd><p>Fit the transformer.</p>
 <p>Subclasses should implement <code class="docutils literal notranslate"><span class="pre">fit_transform</span></code> and <code class="docutils literal notranslate"><span class="pre">transform</span></code>.</p>
 <dl class="field-list">
@@ -939,7 +939,7 @@ <h1>ToDatetime<a class="headerlink" href="#todatetime" title="Link to this headi
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.ToDatetime.fit_transform">
-<span class="sig-name descname"><span class="pre">fit_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">column</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_to_datetime.py#L357"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToDatetime.fit_transform" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">fit_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">column</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_to_datetime.py#L359"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToDatetime.fit_transform" title="Link to this definition">#</a></dt>
 <dd><p>Fit the encoder and transform a column.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -961,7 +961,7 @@ <h1>ToDatetime<a class="headerlink" href="#todatetime" title="Link to this headi
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.ToDatetime.get_metadata_routing">
-<span class="sig-name descname"><span class="pre">get_metadata_routing</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1496"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToDatetime.get_metadata_routing" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_metadata_routing</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1496"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToDatetime.get_metadata_routing" title="Link to this definition">#</a></dt>
 <dd><p>Get metadata routing of this object.</p>
 <p>Please check <a class="reference external" href="https://scikit-learn.org/stable/metadata_routing.html#metadata-routing" title="(in scikit-learn v1.6)"><span class="xref std std-ref">User Guide</span></a> on how the routing
 mechanism works.</p>
@@ -978,7 +978,7 @@ <h1>ToDatetime<a class="headerlink" href="#todatetime" title="Link to this headi
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.ToDatetime.get_params">
-<span class="sig-name descname"><span class="pre">get_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">deep</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L227"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToDatetime.get_params" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">get_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">deep</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L227"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToDatetime.get_params" title="Link to this definition">#</a></dt>
 <dd><p>Get parameters for this estimator.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -999,7 +999,7 @@ <h1>ToDatetime<a class="headerlink" href="#todatetime" title="Link to this headi
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.ToDatetime.set_fit_request">
-<span class="sig-name descname"><span class="pre">set_fit_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">column</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'$UNCHANGED$'</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1250"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToDatetime.set_fit_request" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_fit_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">column</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'$UNCHANGED$'</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1250"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToDatetime.set_fit_request" title="Link to this definition">#</a></dt>
 <dd><p>Request metadata passed to the <code class="docutils literal notranslate"><span class="pre">fit</span></code> method.</p>
 <p>Note that this method is only relevant if
 <code class="docutils literal notranslate"><span class="pre">enable_metadata_routing=True</span></code> (see <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.set_config.html#sklearn.set_config" title="(in scikit-learn v1.6)"><code class="xref py py-func docutils literal notranslate"><span class="pre">sklearn.set_config()</span></code></a>).
@@ -1042,7 +1042,7 @@ <h1>ToDatetime<a class="headerlink" href="#todatetime" title="Link to this headi
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.ToDatetime.set_params">
-<span class="sig-name descname"><span class="pre">set_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L251"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToDatetime.set_params" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">params</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/base.py#L251"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToDatetime.set_params" title="Link to this definition">#</a></dt>
 <dd><p>Set the parameters of this estimator.</p>
 <p>The method works on simple estimators as well as on nested objects
 (such as <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.pipeline.Pipeline.html#sklearn.pipeline.Pipeline" title="(in scikit-learn v1.6)"><code class="xref py py-class docutils literal notranslate"><span class="pre">Pipeline</span></code></a>). The latter have
@@ -1066,7 +1066,7 @@ <h1>ToDatetime<a class="headerlink" href="#todatetime" title="Link to this headi
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.ToDatetime.set_transform_request">
-<span class="sig-name descname"><span class="pre">set_transform_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">column</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'$UNCHANGED$'</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1250"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToDatetime.set_transform_request" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">set_transform_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">column</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'$UNCHANGED$'</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/../.pixi/envs/doc/lib/python3.12/site-packages/sklearn/utils/_metadata_requests.py#L1250"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToDatetime.set_transform_request" title="Link to this definition">#</a></dt>
 <dd><p>Request metadata passed to the <code class="docutils literal notranslate"><span class="pre">transform</span></code> method.</p>
 <p>Note that this method is only relevant if
 <code class="docutils literal notranslate"><span class="pre">enable_metadata_routing=True</span></code> (see <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.set_config.html#sklearn.set_config" title="(in scikit-learn v1.6)"><code class="xref py py-func docutils literal notranslate"><span class="pre">sklearn.set_config()</span></code></a>).
@@ -1109,7 +1109,7 @@ <h1>ToDatetime<a class="headerlink" href="#todatetime" title="Link to this headi
 
 <dl class="py method">
 <dt class="sig sig-object py" id="skrub.ToDatetime.transform">
-<span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">column</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_to_datetime.py#L400"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToDatetime.transform" title="Link to this definition">#</a></dt>
+<span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">column</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_to_datetime.py#L402"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.ToDatetime.transform" title="Link to this definition">#</a></dt>
 <dd><p>Transform a column.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
diff --git a/0.4/reference/generated/skrub.column_associations.html b/0.4/reference/generated/skrub.column_associations.html
index 9dc94e456..4a2c79a5f 100644
--- a/0.4/reference/generated/skrub.column_associations.html
+++ b/0.4/reference/generated/skrub.column_associations.html
@@ -52,7 +52,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -62,7 +62,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -73,7 +73,7 @@
     <link rel="prev" title="unpatch_display" href="skrub.unpatch_display.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -597,21 +597,22 @@
 <h1>column_associations<a class="headerlink" href="#column-associations" title="Link to this heading">#</a></h1>
 <dl class="py function">
 <dt class="sig sig-object py" id="skrub.column_associations">
-<span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">column_associations</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">df</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_column_associations.py#L13"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.column_associations" title="Link to this definition">#</a></dt>
+<span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">column_associations</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">df</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_column_associations.py#L13"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.column_associations" title="Link to this definition">#</a></dt>
 <dd><p>Get measures of statistical associations between all pairs of columns.</p>
 <p>At the moment, the only reported metric is Cramer’s V statistic. More may
 be added in the future.</p>
 <p>The result is returned as a dataframe with columns:</p>
-<p>[‘left_column_name’, ‘left_column_idx’, ‘right_column_name’,
-‘right_column_idx’, ‘cramer_v’]</p>
+<p><code class="docutils literal notranslate"><span class="pre">['left_column_name',</span> <span class="pre">'left_column_idx',</span> <span class="pre">'right_column_name',</span>
+<span class="pre">'right_column_idx',</span> <span class="pre">'cramer_v']</span></code></p>
 <p>As the function is commutative, each pair of columns appears only once
-(either col_1, col_2 or col_2, col_1 but not both). The results are sorted
+(either <code class="docutils literal notranslate"><span class="pre">col_1</span></code>, <code class="docutils literal notranslate"><span class="pre">col_2</span></code> or <code class="docutils literal notranslate"><span class="pre">col_2</span></code>, <code class="docutils literal notranslate"><span class="pre">col_1</span></code> but not both).
+The results are sorted
 from most associated to least associated.</p>
-<p>To compute the Cramer V statistic, all columns are discretized. Numeric
+<p>To compute the Cramer’s V statistic, all columns are discretized. Numeric
 columns are binned with 10 bins. For categorical columns, only the 10 most
 frequent categories are considered. In both cases, nulls are treated as a
 separate category, ie a separate row in the contingency table. Thus
-associations betwen the values of 2 columns or between their missingness
+associations between the values of 2 columns or between their missingness
 patterns may be captured.</p>
 <dl class="field-list simple">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
@@ -627,6 +628,54 @@ <h1>column_associations<a class="headerlink" href="#column-associations" title="
 </dl>
 </dd>
 </dl>
+<p class="rubric">Notes</p>
+<p>Cramér’s V is a measure of association between two nominal variables,
+giving a value between 0 and +1 (inclusive).</p>
+<ul class="simple">
+<li><p><a class="reference external" href="https://en.wikipedia.org/wiki/Cramér%27s_V">Cramer’s V</a></p></li>
+</ul>
+<p class="rubric">Examples</p>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="kn">import</span> <span class="nn">skrub</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">pd</span><span class="o">.</span><span class="n">set_option</span><span class="p">(</span><span class="s1">&#39;display.width&#39;</span><span class="p">,</span> <span class="mi">200</span><span class="p">)</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">pd</span><span class="o">.</span><span class="n">set_option</span><span class="p">(</span><span class="s1">&#39;display.max_columns&#39;</span><span class="p">,</span> <span class="mi">10</span><span class="p">)</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">pd</span><span class="o">.</span><span class="n">set_option</span><span class="p">(</span><span class="s1">&#39;display.precision&#39;</span><span class="p">,</span> <span class="mi">4</span><span class="p">)</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">rng</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">default_rng</span><span class="p">(</span><span class="mi">33</span><span class="p">)</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">({</span><span class="sa">f</span><span class="s2">&quot;c_</span><span class="si">{</span><span class="n">i</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">:</span> <span class="n">rng</span><span class="o">.</span><span class="n">random</span><span class="p">(</span><span class="n">size</span><span class="o">=</span><span class="mi">20</span><span class="p">)</span><span class="o">*</span><span class="mi">10</span> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">5</span><span class="p">)})</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">df</span><span class="p">[</span><span class="s2">&quot;c_str&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="p">[</span><span class="sa">f</span><span class="s2">&quot;val </span><span class="si">{</span><span class="n">i</span><span class="si">}</span><span class="s2">&quot;</span> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">df</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">])]</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">df</span><span class="o">.</span><span class="n">shape</span>
+<span class="go">(20, 6)</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">df</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
+<span class="go">      c_0     c_1     c_2     c_3     c_4  c_str</span>
+<span class="go">0  4.4364  4.0114  6.9271  7.0970  4.8913  val 0</span>
+<span class="go">1  5.6849  0.7192  7.6430  4.6441  2.5116  val 1</span>
+<span class="go">2  9.0810  9.4011  1.9257  5.7429  6.2358  val 2</span>
+<span class="go">3  2.5425  2.9678  9.7801  9.9879  6.0709  val 3</span>
+<span class="go">4  5.8878  9.3223  5.3840  7.2006  2.1494  val 4</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">associations</span> <span class="o">=</span> <span class="n">skrub</span><span class="o">.</span><span class="n">column_associations</span><span class="p">(</span><span class="n">df</span><span class="p">)</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">associations</span> 
+<span class="go">   left_column_name  left_column_idx right_column_name  right_column_idx  cramer_v</span>
+<span class="go">0               c_3                3             c_str                 5    0.8215</span>
+<span class="go">1               c_1                1               c_4                 4    0.8215</span>
+<span class="go">2               c_0                0               c_1                 1    0.8215</span>
+<span class="go">3               c_2                2             c_str                 5    0.7551</span>
+<span class="go">4               c_0                0             c_str                 5    0.7551</span>
+<span class="go">5               c_0                0               c_3                 3    0.7551</span>
+<span class="go">6               c_1                1               c_3                 3    0.6837</span>
+<span class="go">7               c_0                0               c_4                 4    0.6837</span>
+<span class="go">8               c_4                4             c_str                 5    0.6837</span>
+<span class="go">9               c_3                3               c_4                 4    0.6053</span>
+<span class="go">10              c_2                2               c_3                 3    0.6053</span>
+<span class="go">11              c_1                1             c_str                 5    0.6053</span>
+<span class="go">12              c_0                0               c_2                 2    0.6053</span>
+<span class="go">13              c_2                2               c_4                 4    0.5169</span>
+<span class="go">14              c_1                1               c_2                 2    0.4122</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">pd</span><span class="o">.</span><span class="n">reset_option</span><span class="p">(</span><span class="s1">&#39;display.width&#39;</span><span class="p">)</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">pd</span><span class="o">.</span><span class="n">reset_option</span><span class="p">(</span><span class="s1">&#39;display.max_columns&#39;</span><span class="p">)</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">pd</span><span class="o">.</span><span class="n">reset_option</span><span class="p">(</span><span class="s1">&#39;display.precision&#39;</span><span class="p">)</span>
+</pre></div>
+</div>
 </dd></dl>
 
 </section>
diff --git a/0.4/reference/generated/skrub.datasets.DatasetAll.html b/0.4/reference/generated/skrub.datasets.DatasetAll.html
index c9a439f48..93801bcbe 100644
--- a/0.4/reference/generated/skrub.datasets.DatasetAll.html
+++ b/0.4/reference/generated/skrub.datasets.DatasetAll.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -73,7 +73,7 @@
     <link rel="search" title="Search" href="../../search.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -535,7 +535,7 @@
 <h1>DatasetAll<a class="headerlink" href="#datasetall" title="Link to this heading">#</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="skrub.datasets.DatasetAll">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.datasets.</span></span><span class="sig-name descname"><span class="pre">DatasetAll</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">description</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">source</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">target</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">path</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">read_csv_kwargs</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/datasets/_fetching.py#L93"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.datasets.DatasetAll" title="Link to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.datasets.</span></span><span class="sig-name descname"><span class="pre">DatasetAll</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">description</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">source</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">target</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">y</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">path</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">read_csv_kwargs</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/datasets/_fetching.py#L93"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.datasets.DatasetAll" title="Link to this definition">#</a></dt>
 <dd><p>Represents a dataset and its information.
 With this state, the dataset is loaded in memory as a DataFrame (<cite>X</cite> and <cite>y</cite>).
 Additional information such as <cite>path</cite> and <cite>read_csv_kwargs</cite> are provided
diff --git a/0.4/reference/generated/skrub.datasets.DatasetInfoOnly.html b/0.4/reference/generated/skrub.datasets.DatasetInfoOnly.html
index 1943db029..47bdfbda8 100644
--- a/0.4/reference/generated/skrub.datasets.DatasetInfoOnly.html
+++ b/0.4/reference/generated/skrub.datasets.DatasetInfoOnly.html
@@ -52,7 +52,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -62,7 +62,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -71,7 +71,7 @@
     <link rel="search" title="Search" href="../../search.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -533,7 +533,7 @@
 <h1>DatasetInfoOnly<a class="headerlink" href="#datasetinfoonly" title="Link to this heading">#</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="skrub.datasets.DatasetInfoOnly">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.datasets.</span></span><span class="sig-name descname"><span class="pre">DatasetInfoOnly</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">description</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">source</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">target</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">path</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">read_csv_kwargs</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/datasets/_fetching.py#L134"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.datasets.DatasetInfoOnly" title="Link to this definition">#</a></dt>
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">skrub.datasets.</span></span><span class="sig-name descname"><span class="pre">DatasetInfoOnly</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">description</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">source</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">target</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">path</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">read_csv_kwargs</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/datasets/_fetching.py#L134"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.datasets.DatasetInfoOnly" title="Link to this definition">#</a></dt>
 <dd><p>Represents a dataset and its information.
 With this state, the dataset is NOT loaded in memory, but can be read
 with <cite>path</cite> and <cite>read_csv_kwargs</cite>, as such:</p>
diff --git a/0.4/reference/generated/skrub.datasets.fetch_credit_fraud.html b/0.4/reference/generated/skrub.datasets.fetch_credit_fraud.html
index 73f520083..92caaabea 100644
--- a/0.4/reference/generated/skrub.datasets.fetch_credit_fraud.html
+++ b/0.4/reference/generated/skrub.datasets.fetch_credit_fraud.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="fetch_movielens" href="skrub.datasets.fetch_movielens.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -599,7 +599,7 @@
 <h1>fetch_credit_fraud<a class="headerlink" href="#fetch-credit-fraud" title="Link to this heading">#</a></h1>
 <dl class="py function">
 <dt class="sig sig-object py" id="skrub.datasets.fetch_credit_fraud">
-<span class="sig-prename descclassname"><span class="pre">skrub.datasets.</span></span><span class="sig-name descname"><span class="pre">fetch_credit_fraud</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">load_dataframe</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">data_directory</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/datasets/_fetching.py#L1103"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.datasets.fetch_credit_fraud" title="Link to this definition">#</a></dt>
+<span class="sig-prename descclassname"><span class="pre">skrub.datasets.</span></span><span class="sig-name descname"><span class="pre">fetch_credit_fraud</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">load_dataframe</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">data_directory</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/datasets/_fetching.py#L1103"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.datasets.fetch_credit_fraud" title="Link to this definition">#</a></dt>
 <dd><p>Fetch the credit fraud dataset from figshare.</p>
 <p>This is an imbalanced binary classification use-case. This dataset consists in
 two tables:</p>
diff --git a/0.4/reference/generated/skrub.datasets.fetch_drug_directory.html b/0.4/reference/generated/skrub.datasets.fetch_drug_directory.html
index 1fe1fc2ff..0c1a262b6 100644
--- a/0.4/reference/generated/skrub.datasets.fetch_drug_directory.html
+++ b/0.4/reference/generated/skrub.datasets.fetch_drug_directory.html
@@ -52,7 +52,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -62,7 +62,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -73,7 +73,7 @@
     <link rel="prev" title="fetch_traffic_violations" href="skrub.datasets.fetch_traffic_violations.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -597,7 +597,7 @@
 <h1>fetch_drug_directory<a class="headerlink" href="#fetch-drug-directory" title="Link to this heading">#</a></h1>
 <dl class="py function">
 <dt class="sig sig-object py" id="skrub.datasets.fetch_drug_directory">
-<span class="sig-prename descclassname"><span class="pre">skrub.datasets.</span></span><span class="sig-name descname"><span class="pre">fetch_drug_directory</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">load_dataframe</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">data_directory</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/datasets/_fetching.py#L981"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.datasets.fetch_drug_directory" title="Link to this definition">#</a></dt>
+<span class="sig-prename descclassname"><span class="pre">skrub.datasets.</span></span><span class="sig-name descname"><span class="pre">fetch_drug_directory</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">load_dataframe</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">data_directory</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/datasets/_fetching.py#L981"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.datasets.fetch_drug_directory" title="Link to this definition">#</a></dt>
 <dd><p>Fetches the drug directory dataset (classification), available at <a class="reference external" href="https://openml.org/d/43044">https://openml.org/d/43044</a></p>
 <dl class="simple">
 <dt>Description of the dataset:</dt><dd><p>Product listing data submitted to the U.S. FDA for all unfinished,
diff --git a/0.4/reference/generated/skrub.datasets.fetch_employee_salaries.html b/0.4/reference/generated/skrub.datasets.fetch_employee_salaries.html
index d7dd8fbc4..52bbb476f 100644
--- a/0.4/reference/generated/skrub.datasets.fetch_employee_salaries.html
+++ b/0.4/reference/generated/skrub.datasets.fetch_employee_salaries.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="deduplicate" href="skrub.deduplicate.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -599,7 +599,7 @@
 <h1>fetch_employee_salaries<a class="headerlink" href="#fetch-employee-salaries" title="Link to this heading">#</a></h1>
 <dl class="py function">
 <dt class="sig sig-object py" id="skrub.datasets.fetch_employee_salaries">
-<span class="sig-prename descclassname"><span class="pre">skrub.datasets.</span></span><span class="sig-name descname"><span class="pre">fetch_employee_salaries</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">load_dataframe</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">drop_linked</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">drop_irrelevant</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">overload_job_titles</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">data_directory</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/datasets/_fetching.py#L734"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.datasets.fetch_employee_salaries" title="Link to this definition">#</a></dt>
+<span class="sig-prename descclassname"><span class="pre">skrub.datasets.</span></span><span class="sig-name descname"><span class="pre">fetch_employee_salaries</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">load_dataframe</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">drop_linked</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">drop_irrelevant</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">overload_job_titles</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">data_directory</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/datasets/_fetching.py#L734"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.datasets.fetch_employee_salaries" title="Link to this definition">#</a></dt>
 <dd><p>Fetches the employee salaries dataset (regression), available at <a class="reference external" href="https://openml.org/d/42125">https://openml.org/d/42125</a></p>
 <dl class="simple">
 <dt>Description of the dataset:</dt><dd><p>Annual salary information including gross pay and overtime pay for all
diff --git a/0.4/reference/generated/skrub.datasets.fetch_ken_embeddings.html b/0.4/reference/generated/skrub.datasets.fetch_ken_embeddings.html
index 0fecc61ac..6ed24d3de 100644
--- a/0.4/reference/generated/skrub.datasets.fetch_ken_embeddings.html
+++ b/0.4/reference/generated/skrub.datasets.fetch_ken_embeddings.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="fetch_ken_types" href="skrub.datasets.fetch_ken_types.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -599,7 +599,7 @@
 <h1>fetch_ken_embeddings<a class="headerlink" href="#fetch-ken-embeddings" title="Link to this heading">#</a></h1>
 <dl class="py function">
 <dt class="sig sig-object py" id="skrub.datasets.fetch_ken_embeddings">
-<span class="sig-prename descclassname"><span class="pre">skrub.datasets.</span></span><span class="sig-name descname"><span class="pre">fetch_ken_embeddings</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">search_types</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">exclude</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">embedding_table_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'all_entities'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">embedding_type_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">pca_components</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">suffix</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">''</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/datasets/_ken_embeddings.py#L138"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.datasets.fetch_ken_embeddings" title="Link to this definition">#</a></dt>
+<span class="sig-prename descclassname"><span class="pre">skrub.datasets.</span></span><span class="sig-name descname"><span class="pre">fetch_ken_embeddings</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">search_types</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">exclude</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">embedding_table_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'all_entities'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">embedding_type_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">pca_components</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">suffix</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">''</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/datasets/_ken_embeddings.py#L138"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.datasets.fetch_ken_embeddings" title="Link to this definition">#</a></dt>
 <dd><p>Download Wikipedia embeddings by type.</p>
 <p>More details on the embeddings can be found on
 <a class="reference external" href="https://soda-inria.github.io/ken_embeddings/">https://soda-inria.github.io/ken_embeddings/</a>.</p>
diff --git a/0.4/reference/generated/skrub.datasets.fetch_ken_table_aliases.html b/0.4/reference/generated/skrub.datasets.fetch_ken_table_aliases.html
index 0017b8f71..6f4fb9a84 100644
--- a/0.4/reference/generated/skrub.datasets.fetch_ken_table_aliases.html
+++ b/0.4/reference/generated/skrub.datasets.fetch_ken_table_aliases.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="fetch_credit_fraud" href="skrub.datasets.fetch_credit_fraud.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -599,7 +599,7 @@
 <h1>fetch_ken_table_aliases<a class="headerlink" href="#fetch-ken-table-aliases" title="Link to this heading">#</a></h1>
 <dl class="py function">
 <dt class="sig sig-object py" id="skrub.datasets.fetch_ken_table_aliases">
-<span class="sig-prename descclassname"><span class="pre">skrub.datasets.</span></span><span class="sig-name descname"><span class="pre">fetch_ken_table_aliases</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/datasets/_ken_embeddings.py#L20"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.datasets.fetch_ken_table_aliases" title="Link to this definition">#</a></dt>
+<span class="sig-prename descclassname"><span class="pre">skrub.datasets.</span></span><span class="sig-name descname"><span class="pre">fetch_ken_table_aliases</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/datasets/_ken_embeddings.py#L20"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.datasets.fetch_ken_table_aliases" title="Link to this definition">#</a></dt>
 <dd><p>Get the supported aliases of embedded KEN entities tables.</p>
 <p>These aliases can be using in subsequent functions (see section <em>See Also</em>).</p>
 <dl class="field-list simple">
diff --git a/0.4/reference/generated/skrub.datasets.fetch_ken_types.html b/0.4/reference/generated/skrub.datasets.fetch_ken_types.html
index 365a53363..85d593af6 100644
--- a/0.4/reference/generated/skrub.datasets.fetch_ken_types.html
+++ b/0.4/reference/generated/skrub.datasets.fetch_ken_types.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="fetch_ken_table_aliases" href="skrub.datasets.fetch_ken_table_aliases.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -599,7 +599,7 @@
 <h1>fetch_ken_types<a class="headerlink" href="#fetch-ken-types" title="Link to this heading">#</a></h1>
 <dl class="py function">
 <dt class="sig sig-object py" id="skrub.datasets.fetch_ken_types">
-<span class="sig-prename descclassname"><span class="pre">skrub.datasets.</span></span><span class="sig-name descname"><span class="pre">fetch_ken_types</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">search</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">exclude</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">embedding_table_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'all_entities'</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/datasets/_ken_embeddings.py#L52"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.datasets.fetch_ken_types" title="Link to this definition">#</a></dt>
+<span class="sig-prename descclassname"><span class="pre">skrub.datasets.</span></span><span class="sig-name descname"><span class="pre">fetch_ken_types</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">search</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">exclude</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">embedding_table_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'all_entities'</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/datasets/_ken_embeddings.py#L52"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.datasets.fetch_ken_types" title="Link to this definition">#</a></dt>
 <dd><p>Helper function to search for KEN entity types.</p>
 <p>The result can then be used with fetch_ken_embeddings.</p>
 <dl class="field-list">
diff --git a/0.4/reference/generated/skrub.datasets.fetch_medical_charge.html b/0.4/reference/generated/skrub.datasets.fetch_medical_charge.html
index 72c1de357..44d32388e 100644
--- a/0.4/reference/generated/skrub.datasets.fetch_medical_charge.html
+++ b/0.4/reference/generated/skrub.datasets.fetch_medical_charge.html
@@ -52,7 +52,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -62,7 +62,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -73,7 +73,7 @@
     <link rel="prev" title="fetch_employee_salaries" href="skrub.datasets.fetch_employee_salaries.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -597,7 +597,7 @@
 <h1>fetch_medical_charge<a class="headerlink" href="#fetch-medical-charge" title="Link to this heading">#</a></h1>
 <dl class="py function">
 <dt class="sig sig-object py" id="skrub.datasets.fetch_medical_charge">
-<span class="sig-prename descclassname"><span class="pre">skrub.datasets.</span></span><span class="sig-name descname"><span class="pre">fetch_medical_charge</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">load_dataframe</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">data_directory</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/datasets/_fetching.py#L840"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.datasets.fetch_medical_charge" title="Link to this definition">#</a></dt>
+<span class="sig-prename descclassname"><span class="pre">skrub.datasets.</span></span><span class="sig-name descname"><span class="pre">fetch_medical_charge</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">load_dataframe</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">data_directory</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/datasets/_fetching.py#L840"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.datasets.fetch_medical_charge" title="Link to this definition">#</a></dt>
 <dd><p>Fetches the medical charge dataset (regression), available at <a class="reference external" href="https://openml.org/d/42720">https://openml.org/d/42720</a></p>
 <dl class="simple">
 <dt>Description of the dataset:</dt><dd><p>The Inpatient Utilization and Payment Public Use File (Inpatient PUF)
diff --git a/0.4/reference/generated/skrub.datasets.fetch_midwest_survey.html b/0.4/reference/generated/skrub.datasets.fetch_midwest_survey.html
index 9289b46f9..cfb0c2909 100644
--- a/0.4/reference/generated/skrub.datasets.fetch_midwest_survey.html
+++ b/0.4/reference/generated/skrub.datasets.fetch_midwest_survey.html
@@ -52,7 +52,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -62,7 +62,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -73,7 +73,7 @@
     <link rel="prev" title="fetch_medical_charge" href="skrub.datasets.fetch_medical_charge.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -597,7 +597,7 @@
 <h1>fetch_midwest_survey<a class="headerlink" href="#fetch-midwest-survey" title="Link to this heading">#</a></h1>
 <dl class="py function">
 <dt class="sig sig-object py" id="skrub.datasets.fetch_midwest_survey">
-<span class="sig-prename descclassname"><span class="pre">skrub.datasets.</span></span><span class="sig-name descname"><span class="pre">fetch_midwest_survey</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">load_dataframe</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">data_directory</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/datasets/_fetching.py#L879"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.datasets.fetch_midwest_survey" title="Link to this definition">#</a></dt>
+<span class="sig-prename descclassname"><span class="pre">skrub.datasets.</span></span><span class="sig-name descname"><span class="pre">fetch_midwest_survey</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">load_dataframe</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">data_directory</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/datasets/_fetching.py#L879"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.datasets.fetch_midwest_survey" title="Link to this definition">#</a></dt>
 <dd><p>Fetches the midwest survey dataset (classification), available at <a class="reference external" href="https://openml.org/d/42805">https://openml.org/d/42805</a></p>
 <dl class="simple">
 <dt>Description of the dataset:</dt><dd><p>Survey to know if people self-identify as Midwesterners.</p>
diff --git a/0.4/reference/generated/skrub.datasets.fetch_movielens.html b/0.4/reference/generated/skrub.datasets.fetch_movielens.html
index 3389e897a..2812a512a 100644
--- a/0.4/reference/generated/skrub.datasets.fetch_movielens.html
+++ b/0.4/reference/generated/skrub.datasets.fetch_movielens.html
@@ -52,7 +52,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -62,7 +62,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -73,7 +73,7 @@
     <link rel="prev" title="fetch_world_bank_indicator" href="skrub.datasets.fetch_world_bank_indicator.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -597,7 +597,7 @@
 <h1>fetch_movielens<a class="headerlink" href="#fetch-movielens" title="Link to this heading">#</a></h1>
 <dl class="py function">
 <dt class="sig sig-object py" id="skrub.datasets.fetch_movielens">
-<span class="sig-prename descclassname"><span class="pre">skrub.datasets.</span></span><span class="sig-name descname"><span class="pre">fetch_movielens</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dataset_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'ratings'</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">load_dataframe</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">data_directory</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/datasets/_fetching.py#L1072"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.datasets.fetch_movielens" title="Link to this definition">#</a></dt>
+<span class="sig-prename descclassname"><span class="pre">skrub.datasets.</span></span><span class="sig-name descname"><span class="pre">fetch_movielens</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dataset_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'ratings'</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">load_dataframe</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">data_directory</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/datasets/_fetching.py#L1072"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.datasets.fetch_movielens" title="Link to this definition">#</a></dt>
 <dd><p>Fetches a dataset from Movielens.</p>
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
diff --git a/0.4/reference/generated/skrub.datasets.fetch_open_payments.html b/0.4/reference/generated/skrub.datasets.fetch_open_payments.html
index c8079382e..94aac274c 100644
--- a/0.4/reference/generated/skrub.datasets.fetch_open_payments.html
+++ b/0.4/reference/generated/skrub.datasets.fetch_open_payments.html
@@ -52,7 +52,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -62,7 +62,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -73,7 +73,7 @@
     <link rel="prev" title="fetch_midwest_survey" href="skrub.datasets.fetch_midwest_survey.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -597,7 +597,7 @@
 <h1>fetch_open_payments<a class="headerlink" href="#fetch-open-payments" title="Link to this heading">#</a></h1>
 <dl class="py function">
 <dt class="sig sig-object py" id="skrub.datasets.fetch_open_payments">
-<span class="sig-prename descclassname"><span class="pre">skrub.datasets.</span></span><span class="sig-name descname"><span class="pre">fetch_open_payments</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">load_dataframe</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">data_directory</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/datasets/_fetching.py#L911"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.datasets.fetch_open_payments" title="Link to this definition">#</a></dt>
+<span class="sig-prename descclassname"><span class="pre">skrub.datasets.</span></span><span class="sig-name descname"><span class="pre">fetch_open_payments</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">load_dataframe</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">data_directory</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/datasets/_fetching.py#L911"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.datasets.fetch_open_payments" title="Link to this definition">#</a></dt>
 <dd><p>Fetches the open payments dataset (classification), available at <a class="reference external" href="https://openml.org/d/42738">https://openml.org/d/42738</a></p>
 <dl class="simple">
 <dt>Description of the dataset:</dt><dd><p>Payments given by healthcare manufacturing companies to medical doctors
diff --git a/0.4/reference/generated/skrub.datasets.fetch_road_safety.html b/0.4/reference/generated/skrub.datasets.fetch_road_safety.html
index f439ce3d3..0f803f584 100644
--- a/0.4/reference/generated/skrub.datasets.fetch_road_safety.html
+++ b/0.4/reference/generated/skrub.datasets.fetch_road_safety.html
@@ -52,7 +52,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -62,7 +62,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -73,7 +73,7 @@
     <link rel="prev" title="fetch_open_payments" href="skrub.datasets.fetch_open_payments.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -597,7 +597,7 @@
 <h1>fetch_road_safety<a class="headerlink" href="#fetch-road-safety" title="Link to this heading">#</a></h1>
 <dl class="py function">
 <dt class="sig sig-object py" id="skrub.datasets.fetch_road_safety">
-<span class="sig-prename descclassname"><span class="pre">skrub.datasets.</span></span><span class="sig-name descname"><span class="pre">fetch_road_safety</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">load_dataframe</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">data_directory</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/datasets/_fetching.py#L806"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.datasets.fetch_road_safety" title="Link to this definition">#</a></dt>
+<span class="sig-prename descclassname"><span class="pre">skrub.datasets.</span></span><span class="sig-name descname"><span class="pre">fetch_road_safety</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">load_dataframe</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">data_directory</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/datasets/_fetching.py#L806"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.datasets.fetch_road_safety" title="Link to this definition">#</a></dt>
 <dd><p>Fetches the road safety dataset (classification), available at <a class="reference external" href="https://openml.org/d/42803">https://openml.org/d/42803</a></p>
 <dl class="simple">
 <dt>Description of the dataset:</dt><dd><p>Data reported to the police about the circumstances of personal injury
diff --git a/0.4/reference/generated/skrub.datasets.fetch_traffic_violations.html b/0.4/reference/generated/skrub.datasets.fetch_traffic_violations.html
index b1a6e13be..0ba3fd557 100644
--- a/0.4/reference/generated/skrub.datasets.fetch_traffic_violations.html
+++ b/0.4/reference/generated/skrub.datasets.fetch_traffic_violations.html
@@ -52,7 +52,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -62,7 +62,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -73,7 +73,7 @@
     <link rel="prev" title="fetch_road_safety" href="skrub.datasets.fetch_road_safety.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -597,7 +597,7 @@
 <h1>fetch_traffic_violations<a class="headerlink" href="#fetch-traffic-violations" title="Link to this heading">#</a></h1>
 <dl class="py function">
 <dt class="sig sig-object py" id="skrub.datasets.fetch_traffic_violations">
-<span class="sig-prename descclassname"><span class="pre">skrub.datasets.</span></span><span class="sig-name descname"><span class="pre">fetch_traffic_violations</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">load_dataframe</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">data_directory</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/datasets/_fetching.py#L945"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.datasets.fetch_traffic_violations" title="Link to this definition">#</a></dt>
+<span class="sig-prename descclassname"><span class="pre">skrub.datasets.</span></span><span class="sig-name descname"><span class="pre">fetch_traffic_violations</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">load_dataframe</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">data_directory</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/datasets/_fetching.py#L945"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.datasets.fetch_traffic_violations" title="Link to this definition">#</a></dt>
 <dd><p>Fetches the traffic violations dataset (classification), available at <a class="reference external" href="https://openml.org/d/42132">https://openml.org/d/42132</a></p>
 <dl class="simple">
 <dt>Description of the dataset:</dt><dd><p>This dataset contains traffic violation information from all electronic
diff --git a/0.4/reference/generated/skrub.datasets.fetch_world_bank_indicator.html b/0.4/reference/generated/skrub.datasets.fetch_world_bank_indicator.html
index 76441dce5..a0a0e238b 100644
--- a/0.4/reference/generated/skrub.datasets.fetch_world_bank_indicator.html
+++ b/0.4/reference/generated/skrub.datasets.fetch_world_bank_indicator.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="fetch_drug_directory" href="skrub.datasets.fetch_drug_directory.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -599,7 +599,7 @@
 <h1>fetch_world_bank_indicator<a class="headerlink" href="#fetch-world-bank-indicator" title="Link to this heading">#</a></h1>
 <dl class="py function">
 <dt class="sig sig-object py" id="skrub.datasets.fetch_world_bank_indicator">
-<span class="sig-prename descclassname"><span class="pre">skrub.datasets.</span></span><span class="sig-name descname"><span class="pre">fetch_world_bank_indicator</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">indicator_id</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">load_dataframe</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">data_directory</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/datasets/_fetching.py#L1014"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.datasets.fetch_world_bank_indicator" title="Link to this definition">#</a></dt>
+<span class="sig-prename descclassname"><span class="pre">skrub.datasets.</span></span><span class="sig-name descname"><span class="pre">fetch_world_bank_indicator</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">indicator_id</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">load_dataframe</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">data_directory</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/datasets/_fetching.py#L1014"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.datasets.fetch_world_bank_indicator" title="Link to this definition">#</a></dt>
 <dd><p>Fetches a dataset of an indicator from the World Bank open data platform.</p>
 <dl class="simple">
 <dt>Description of the dataset:</dt><dd><p>The dataset contains two columns: the indicator value and the
diff --git a/0.4/reference/generated/skrub.datasets.make_deduplication_data.html b/0.4/reference/generated/skrub.datasets.make_deduplication_data.html
index 33bcda991..16c2fba5a 100644
--- a/0.4/reference/generated/skrub.datasets.make_deduplication_data.html
+++ b/0.4/reference/generated/skrub.datasets.make_deduplication_data.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="fetch_ken_embeddings" href="skrub.datasets.fetch_ken_embeddings.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -599,7 +599,7 @@
 <h1>make_deduplication_data<a class="headerlink" href="#make-deduplication-data" title="Link to this heading">#</a></h1>
 <dl class="py function">
 <dt class="sig sig-object py" id="skrub.datasets.make_deduplication_data">
-<span class="sig-prename descclassname"><span class="pre">skrub.datasets.</span></span><span class="sig-name descname"><span class="pre">make_deduplication_data</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">examples</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">entries_per_example</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">prob_mistake_per_letter</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.2</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">random_state</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/datasets/_generating.py#L13"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.datasets.make_deduplication_data" title="Link to this definition">#</a></dt>
+<span class="sig-prename descclassname"><span class="pre">skrub.datasets.</span></span><span class="sig-name descname"><span class="pre">make_deduplication_data</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">examples</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">entries_per_example</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">prob_mistake_per_letter</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.2</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">random_state</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/datasets/_generating.py#L13"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.datasets.make_deduplication_data" title="Link to this definition">#</a></dt>
 <dd><p>Duplicates examples with spelling mistakes.</p>
 <p>Characters are misspelled with probability <cite>prob_mistake_per_letter</cite>.</p>
 <dl class="field-list">
@@ -610,7 +610,7 @@ <h1>make_deduplication_data<a class="headerlink" href="#make-deduplication-data"
 <dt><strong>entries_per_example</strong><span class="classifier"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.13)"><code class="docutils literal notranslate"><span class="pre">list</span></code></a> of <a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><code class="docutils literal notranslate"><span class="pre">int</span></code></a></span></dt><dd><p>Number of duplications per example.</p>
 </dd>
 <dt><strong>prob_mistake_per_letter</strong><span class="classifier"><a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.13)"><code class="docutils literal notranslate"><span class="pre">float</span></code></a> in [0, 1], default=0.2</span></dt><dd><p>Probability of misspelling a character in duplications.
-By default, 1/5 of the characters will be misspeled.</p>
+By default, 1/5 of the characters will be misspelled.</p>
 </dd>
 <dt><strong>random_state</strong><span class="classifier"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><code class="docutils literal notranslate"><span class="pre">int</span></code></a>, <a class="reference external" href="https://numpy.org/doc/stable/reference/random/legacy.html#numpy.random.RandomState" title="(in NumPy v2.1)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">RandomState</span></code></a> instance, optional</span></dt><dd><p>Determines random number generation for dataset noise. Pass an int
 for reproducible output across multiple function calls.</p>
diff --git a/0.4/reference/generated/skrub.deduplicate.html b/0.4/reference/generated/skrub.deduplicate.html
index 933880bc2..b5dda9a31 100644
--- a/0.4/reference/generated/skrub.deduplicate.html
+++ b/0.4/reference/generated/skrub.deduplicate.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="column_associations" href="skrub.column_associations.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -599,7 +599,7 @@
 <h1>deduplicate<a class="headerlink" href="#deduplicate" title="Link to this heading">#</a></h1>
 <dl class="py function">
 <dt class="sig sig-object py" id="skrub.deduplicate">
-<span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">deduplicate</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_clusters</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ngram_range</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">(2,</span> <span class="pre">4)</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">analyzer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'char_wb'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">linkage_method</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'average'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_jobs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_deduplicate.py#L129"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.deduplicate" title="Link to this definition">#</a></dt>
+<span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">deduplicate</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">X</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_clusters</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ngram_range</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">(2,</span> <span class="pre">4)</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">analyzer</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'char_wb'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">linkage_method</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'average'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_jobs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_deduplicate.py#L129"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.deduplicate" title="Link to this definition">#</a></dt>
 <dd><p>Deduplicate categorical data by hierarchically clustering similar strings.</p>
 <p>This works best if there are a number of underlying categories that
 sometimes appear in the data with small variations and/or misspellings.</p>
diff --git a/0.4/reference/generated/skrub.fuzzy_join.html b/0.4/reference/generated/skrub.fuzzy_join.html
index 7c9793405..1fbecadce 100644
--- a/0.4/reference/generated/skrub.fuzzy_join.html
+++ b/0.4/reference/generated/skrub.fuzzy_join.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="InterpolationJoiner" href="skrub.InterpolationJoiner.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -599,7 +599,7 @@
 <h1>fuzzy_join<a class="headerlink" href="#fuzzy-join" title="Link to this heading">#</a></h1>
 <dl class="py function">
 <dt class="sig sig-object py" id="skrub.fuzzy_join">
-<span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">fuzzy_join</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">left</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">right</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">left_on=None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">right_on=None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">on=None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">suffix=''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_dist=inf</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ref_dist='random_pairs'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">string_encoder=Pipeline(steps=[('functiontransformer'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">FunctionTransformer(func=functools.partial(&lt;function</span> <span class="pre">fill_nulls&gt;</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value='')))</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">('tostr'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ToStr())</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">('hashingvectorizer'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">HashingVectorizer(analyzer='char_wb'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ngram_range=(2</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">4)))</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">('tfidftransformer'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">TfidfTransformer())])</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">add_match_info=False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">drop_unmatched=False</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_fuzzy_join.py#L12"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.fuzzy_join" title="Link to this definition">#</a></dt>
+<span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">fuzzy_join</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">left</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">right</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">left_on=None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">right_on=None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">on=None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">suffix=''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_dist=inf</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ref_dist='random_pairs'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">string_encoder=Pipeline(steps=[('functiontransformer'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">FunctionTransformer(func=functools.partial(&lt;function</span> <span class="pre">fill_nulls&gt;</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value='')))</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">('tostr'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ToStr())</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">('hashingvectorizer'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">HashingVectorizer(analyzer='char_wb'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">ngram_range=(2</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">4)))</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">('tfidftransformer'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">TfidfTransformer())])</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">add_match_info=False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">drop_unmatched=False</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_fuzzy_join.py#L12"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.fuzzy_join" title="Link to this definition">#</a></dt>
 <dd><p>Fuzzy (approximate) join.</p>
 <p>Rows in the left table are joined to their closest match from the right
 table. The resulting table has the same rows (in the same order) as the
@@ -631,7 +631,7 @@ <h1>fuzzy_join<a class="headerlink" href="#fuzzy-join" title="Link to this headi
 <dt>‘second_neighbor’</dt><dd><p>The reference distance is the distance to the <em>second</em> nearest neighbor
 in the right table.</p>
 </dd>
-<dt>‘self_join_neighbor’</dt><dd><p>Once the match candidate (i.e. the nearest neigbor from the right
+<dt>‘self_join_neighbor’</dt><dd><p>Once the match candidate (i.e. the nearest neighbor from the right
 table) has been found, we find its nearest neighbor in the right
 table (excluding itself). The reference distance is the distance that
 separates those 2 right rows.</p>
diff --git a/0.4/reference/generated/skrub.patch_display.html b/0.4/reference/generated/skrub.patch_display.html
index e7422d9d3..4ca739510 100644
--- a/0.4/reference/generated/skrub.patch_display.html
+++ b/0.4/reference/generated/skrub.patch_display.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="TableReport" href="skrub.TableReport.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -599,7 +599,7 @@
 <h1>patch_display<a class="headerlink" href="#patch-display" title="Link to this heading">#</a></h1>
 <dl class="py function">
 <dt class="sig sig-object py" id="skrub.patch_display">
-<span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">patch_display</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">pandas</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">polars</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_reporting/_patching.py#L51"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.patch_display" title="Link to this definition">#</a></dt>
+<span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">patch_display</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">pandas</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">polars</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_reporting/_patching.py#L55"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.patch_display" title="Link to this definition">#</a></dt>
 <dd><p>Replace the default DataFrame HTML displays with <code class="docutils literal notranslate"><span class="pre">skrub.TableReport</span></code>.</p>
 <p>This function replaces the HTML displays (what is shown when an object is
 the output of a jupyter notebook cell) of pandas and polars DataFrames
@@ -612,6 +612,12 @@ <h1>patch_display<a class="headerlink" href="#patch-display" title="Link to this
 </dd>
 <dt><strong>polars</strong><span class="classifier"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.13)"><code class="docutils literal notranslate"><span class="pre">bool</span></code></a>, optional (default=True)</span></dt><dd><p>If False, do not override the displays for polars dataframes.</p>
 </dd>
+<dt><strong>verbose</strong><span class="classifier"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><code class="docutils literal notranslate"><span class="pre">int</span></code></a>, default = 1</span></dt><dd><p>Whether to print progress information while table report is being generated.</p>
+<ul class="simple">
+<li><p>verbose = 1 prints how many columns have been processed so far.</p></li>
+<li><p>verbose = 0 silences the output.</p></li>
+</ul>
+</dd>
 </dl>
 </dd>
 </dl>
diff --git a/0.4/reference/generated/skrub.tabular_learner.html b/0.4/reference/generated/skrub.tabular_learner.html
index 8577a391f..19a6bd6fc 100644
--- a/0.4/reference/generated/skrub.tabular_learner.html
+++ b/0.4/reference/generated/skrub.tabular_learner.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="DropCols" href="skrub.DropCols.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -599,14 +599,14 @@
 <h1>tabular_learner<a class="headerlink" href="#tabular-learner" title="Link to this heading">#</a></h1>
 <dl class="py function">
 <dt class="sig sig-object py" id="skrub.tabular_learner">
-<span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">tabular_learner</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">estimator</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_jobs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_tabular_learner.py#L25"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.tabular_learner" title="Link to this definition">#</a></dt>
+<span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">tabular_learner</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">estimator</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_jobs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_tabular_learner.py#L26"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.tabular_learner" title="Link to this definition">#</a></dt>
 <dd><p>Get a simple machine-learning pipeline for tabular data.</p>
 <p>Given a scikit-learn <code class="docutils literal notranslate"><span class="pre">estimator</span></code>, this function creates a
 machine-learning pipeline that preprocesses tabular data to extract numeric
 features, impute missing values and scale the data if necessary, then applies the
 <code class="docutils literal notranslate"><span class="pre">estimator</span></code>.</p>
 <p>Instead of an actual estimator, <code class="docutils literal notranslate"><span class="pre">estimator</span></code> can also be the special-cased strings
-<code class="docutils literal notranslate"><span class="pre">'regressor'</span></code> or <code class="docutils literal notranslate"><span class="pre">'classifier'</span></code> to use a
+<code class="docutils literal notranslate"><span class="pre">'regressor'</span></code>, <code class="docutils literal notranslate"><span class="pre">'regression'</span></code>, <code class="docutils literal notranslate"><span class="pre">'classifier'</span></code>, <code class="docutils literal notranslate"><span class="pre">'classification'</span></code> to use a
 <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.HistGradientBoostingRegressor.html#sklearn.ensemble.HistGradientBoostingRegressor" title="(in scikit-learn v1.6)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">HistGradientBoostingRegressor</span></code></a> or a
 <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.HistGradientBoostingClassifier.html#sklearn.ensemble.HistGradientBoostingClassifier" title="(in scikit-learn v1.6)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">HistGradientBoostingClassifier</span></code></a> with default
 parameters.</p>
@@ -636,13 +636,13 @@ <h1>tabular_learner<a class="headerlink" href="#tabular-learner" title="Link to
 <dl class="field-list">
 <dt class="field-odd">Parameters<span class="colon">:</span></dt>
 <dd class="field-odd"><dl>
-<dt><strong>estimator</strong><span class="classifier">{“regressor”, “classifier”} or scikit-learn estimator</span></dt><dd><p>The estimator to use as the final step in the pipeline. Based on the type of
+<dt><strong>estimator</strong><span class="classifier">{“regressor”, “regression”, “classifier”, “classification”} or scikit-learn estimator</span></dt><dd><p>The estimator to use as the final step in the pipeline. Based on the type of
 estimator, the previous preprocessing steps and their respective parameters are
 chosen. The possible values are:</p>
 <ul class="simple">
-<li><p><code class="docutils literal notranslate"><span class="pre">'regressor'</span></code>: a <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.HistGradientBoostingRegressor.html#sklearn.ensemble.HistGradientBoostingRegressor" title="(in scikit-learn v1.6)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">HistGradientBoostingRegressor</span></code></a>
+<li><p><code class="docutils literal notranslate"><span class="pre">'regressor'</span></code> or <code class="docutils literal notranslate"><span class="pre">'regression'</span></code>: a <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.HistGradientBoostingRegressor.html#sklearn.ensemble.HistGradientBoostingRegressor" title="(in scikit-learn v1.6)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">HistGradientBoostingRegressor</span></code></a>
 is used as the final step;</p></li>
-<li><p><code class="docutils literal notranslate"><span class="pre">'classifier'</span></code>: a <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.HistGradientBoostingClassifier.html#sklearn.ensemble.HistGradientBoostingClassifier" title="(in scikit-learn v1.6)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">HistGradientBoostingClassifier</span></code></a>
+<li><p><code class="docutils literal notranslate"><span class="pre">'classifier'</span></code> or <code class="docutils literal notranslate"><span class="pre">'classification'</span></code>: a <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.HistGradientBoostingClassifier.html#sklearn.ensemble.HistGradientBoostingClassifier" title="(in scikit-learn v1.6)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">HistGradientBoostingClassifier</span></code></a>
 is used as the final step;</p></li>
 <li><p>a scikit-learn estimator: the provided estimator is used as the final step.</p></li>
 </ul>
@@ -682,7 +682,7 @@ <h1>tabular_learner<a class="headerlink" href="#tabular-learner" title="Link to
 </pre></div>
 </div>
 <p>We can easily get a default pipeline for regression or classification:</p>
-<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">tabular_learner</span><span class="p">(</span><span class="s1">&#39;regressor&#39;</span><span class="p">)</span>                                    
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">tabular_learner</span><span class="p">(</span><span class="s1">&#39;regression&#39;</span><span class="p">)</span>                                    
 <span class="go">Pipeline(steps=[(&#39;tablevectorizer&#39;,</span>
 <span class="go">                 TableVectorizer(high_cardinality=MinHashEncoder(),</span>
 <span class="go">                                 low_cardinality=ToCategorical())),</span>
@@ -690,9 +690,9 @@ <h1>tabular_learner<a class="headerlink" href="#tabular-learner" title="Link to
 <span class="go">                 HistGradientBoostingRegressor(categorical_features=&#39;from_dtype&#39;))])</span>
 </pre></div>
 </div>
-<p>When requesting a <code class="docutils literal notranslate"><span class="pre">'regressor'</span></code>, the last step of the pipeline is set to a
+<p>When requesting a <code class="docutils literal notranslate"><span class="pre">'regression'</span></code>, the last step of the pipeline is set to a
 <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.HistGradientBoostingRegressor.html#sklearn.ensemble.HistGradientBoostingRegressor" title="(in scikit-learn v1.6)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">HistGradientBoostingRegressor</span></code></a>.</p>
-<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">tabular_learner</span><span class="p">(</span><span class="s1">&#39;classifier&#39;</span><span class="p">)</span>                                   
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">tabular_learner</span><span class="p">(</span><span class="s1">&#39;classification&#39;</span><span class="p">)</span>                                   
 <span class="go">Pipeline(steps=[(&#39;tablevectorizer&#39;,</span>
 <span class="go">                 TableVectorizer(high_cardinality=MinHashEncoder(),</span>
 <span class="go">                                 low_cardinality=ToCategorical())),</span>
@@ -700,7 +700,7 @@ <h1>tabular_learner<a class="headerlink" href="#tabular-learner" title="Link to
 <span class="go">                 HistGradientBoostingClassifier(categorical_features=&#39;from_dtype&#39;))])</span>
 </pre></div>
 </div>
-<p>When requesting a <code class="docutils literal notranslate"><span class="pre">'classifier'</span></code>, the last step of the pipeline is set to a
+<p>When requesting a <code class="docutils literal notranslate"><span class="pre">'classification'</span></code>, the last step of the pipeline is set to a
 <a class="reference external" href="https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.HistGradientBoostingClassifier.html#sklearn.ensemble.HistGradientBoostingClassifier" title="(in scikit-learn v1.6)"><code class="xref py py-obj docutils literal notranslate"><span class="pre">HistGradientBoostingClassifier</span></code></a>.</p>
 <p>This pipeline can be applied to rich tabular data:</p>
 <div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
diff --git a/0.4/reference/generated/skrub.to_datetime.html b/0.4/reference/generated/skrub.to_datetime.html
index 54ba21fb2..5eb7a64e5 100644
--- a/0.4/reference/generated/skrub.to_datetime.html
+++ b/0.4/reference/generated/skrub.to_datetime.html
@@ -52,7 +52,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -62,7 +62,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -73,7 +73,7 @@
     <link rel="prev" title="ToDatetime" href="skrub.ToDatetime.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -597,7 +597,7 @@
 <h1>to_datetime<a class="headerlink" href="#to-datetime" title="Link to this heading">#</a></h1>
 <dl class="py function">
 <dt class="sig sig-object py" id="skrub.to_datetime">
-<span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">to_datetime</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">data</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">format</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_to_datetime.py#L456"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.to_datetime" title="Link to this definition">#</a></dt>
+<span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">to_datetime</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">data</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">format</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_to_datetime.py#L458"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.to_datetime" title="Link to this definition">#</a></dt>
 <dt class="sig sig-object py">
 <span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">to_datetime</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">df</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">format</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span></dt>
 <dt class="sig sig-object py">
diff --git a/0.4/reference/generated/skrub.unpatch_display.html b/0.4/reference/generated/skrub.unpatch_display.html
index aee26075a..ad2b71e51 100644
--- a/0.4/reference/generated/skrub.unpatch_display.html
+++ b/0.4/reference/generated/skrub.unpatch_display.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../../_static/doctools.js?v=9bcbadda"></script>
     <script src="../../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="patch_display" href="skrub.patch_display.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -599,7 +599,7 @@
 <h1>unpatch_display<a class="headerlink" href="#unpatch-display" title="Link to this heading">#</a></h1>
 <dl class="py function">
 <dt class="sig sig-object py" id="skrub.unpatch_display">
-<span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">unpatch_display</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">pandas</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">polars</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/3da6282/skrub/_reporting/_patching.py#L78"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.unpatch_display" title="Link to this definition">#</a></dt>
+<span class="sig-prename descclassname"><span class="pre">skrub.</span></span><span class="sig-name descname"><span class="pre">unpatch_display</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">pandas</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">polars</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference external" href="https://github.com/skrub-data/skrub/blob/41cd67f/skrub/_reporting/_patching.py#L89"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#skrub.unpatch_display" title="Link to this definition">#</a></dt>
 <dd><p>Undo the effect of <code class="docutils literal notranslate"><span class="pre">skrub.patch_display()</span></code>.</p>
 <p>This function restores the default HTML displays of pandas and polars
 DataFrames.</p>
diff --git a/0.4/reference/index.html b/0.4/reference/index.html
index f690d95ff..883584148 100644
--- a/0.4/reference/index.html
+++ b/0.4/reference/index.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="../_static/documentation_options.js?v=6c02275b"></script>
+    <script src="../_static/documentation_options.js?v=c87aa342"></script>
     <script src="../_static/doctools.js?v=9bcbadda"></script>
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="../_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="../_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="Cleaning" href="../cleaning.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
diff --git a/0.4/search.html b/0.4/search.html
index e45680013..f3a5a8789 100644
--- a/0.4/search.html
+++ b/0.4/search.html
@@ -44,7 +44,7 @@
   <link rel="preload" as="script" href="_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="_static/documentation_options.js?v=6c02275b"></script>
+    <script src="_static/documentation_options.js?v=c87aa342"></script>
     <script src="_static/doctools.js?v=9bcbadda"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/clipboard.min.js?v=a7894cd8"></script>
@@ -54,7 +54,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
   <script src="_static/searchtools.js"></script>
@@ -66,7 +66,7 @@
     <link rel="search" title="Search" href="#" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
diff --git a/0.4/searchindex.js b/0.4/searchindex.js
index 130cd5a1b..eff312c56 100644
--- a/0.4/searchindex.js
+++ b/0.4/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"alltitles": {"1. Fork the project": [[24, "fork-the-project"]], "1. Joining GDP per capita table": [[9, "joining-gdp-per-capita-table"]], "2. Clone your fork": [[24, "clone-your-fork"]], "2. Joining life expectancy table": [[9, "joining-life-expectancy-table"]], "3. Joining legal rights strength table": [[9, "joining-legal-rights-strength-table"]], "3. Setup your environment": [[24, "setup-your-environment"]], "4. Run the tests": [[24, "run-the-tests"]], "A correspondence problem": [[9, "a-correspondence-problem"]], "A problem with relevant datetime features": [[8, "a-problem-with-relevant-datetime-features"]], "A simple Pipeline for tabular data": [[6, "a-simple-pipeline-for-tabular-data"]], "A typical use case": [[10, "a-typical-use-case"]], "API": [[64, null]], "About": [[3, null]], "Additional tables from other sources": [[9, "additional-tables-from-other-sources"]], "Advanced Usage for Contributors": [[24, "advanced-usage-for-contributors"]], "AggJoiner": [[13, "aggjoiner"], [25, null]], "AggJoiner on a credit fraud dataset": [[13, null]], "AggTarget": [[26, null]], "Airport data: an auxiliary table from the same database": [[12, "airport-data-an-auxiliary-table-from-the-same-database"]], "Assembling data": [[5, "assembling-data"]], "Assembling: joining multiple tables": [[4, null]], "Before skrub: dirty_cat": [[0, "before-skrub-dirty-cat"]], "Bug fixes": [[0, "bug-fixes"], [0, "id14"], [0, "id16"]], "Bug-fixes": [[0, "id18"], [0, "id23"], [0, "id25"], [0, "id27"]], "Building a pipeline": [[64, "building-a-pipeline"]], "Building the documentation": [[1, "building-the-documentation"]], "Checking coverage on the local machine": [[1, "checking-coverage-on-the-local-machine"]], "Cleaning": [[17, null]], "Cleaning a dataframe": [[64, "cleaning-a-dataframe"]], "Column selection inside a pipeline": [[4, "column-selection-inside-a-pipeline"]], "Comparing the estimated values to the ground truth": [[14, "comparing-the-estimated-values-to-the-ground-truth"]], "Computation times": [[16, null], [65, null]], "Conclusion": [[6, "conclusion"], [7, "conclusion"], [8, "conclusion"], [10, "conclusion"], [12, "conclusion"], [13, "conclusion"], [14, "conclusion"]], "Continuous Integration (CI)": [[1, "continuous-integration-ci"]], "Contributing to skrub": [[1, null]], "Create baseline predictive models on heterogeneous dataset": [[21, "create-baseline-predictive-models-on-heterogeneous-dataset"]], "Data Importing and preprocessing": [[9, "data-importing-and-preprocessing"]], "Dataframe preprocessing": [[6, "dataframe-preprocessing"]], "DatasetAll": [[42, null]], "DatasetInfoOnly": [[43, null]], "DatetimeEncoder": [[27, null]], "Deduplicating misspelled categories": [[10, null]], "Deduplication: suggest corrections of misspelled names": [[10, "deduplication-suggest-corrections-of-misspelled-names"]], "Deep Learning": [[64, "deep-learning"]], "Development": [[18, null]], "Dirty-cat Release 0.0.5": [[0, "dirty-cat-release-0-0-5"]], "Dirty-cat Release 0.0.6": [[0, "dirty-cat-release-0-0-6"]], "Dirty-cat Release 0.0.7": [[0, "dirty-cat-release-0-0-7"]], "Dirty-cat Release 0.1.0": [[0, "dirty-cat-release-0-1-0"]], "Dirty-cat Release 0.1.1": [[0, "dirty-cat-release-0-1-1"]], "Dirty-cat Release 0.2.0": [[0, "dirty-cat-release-0-2-0"]], "Dirty-cat Release 0.2.0a1": [[0, "dirty-cat-release-0-2-0a1"]], "Dirty-cat Release 0.2.1": [[0, "dirty-cat-release-0-2-1"]], "Dirty-cat Release 0.2.2": [[0, "dirty-cat-release-0-2-2"]], "Dirty-cat Release 0.3.0": [[0, "dirty-cat-release-0-3-0"]], "Dirty-cat Release 0.4.0": [[0, "dirty-cat-release-0-4-0"]], "Dirty-cat release 0.4.1": [[0, "dirty-cat-release-0-4-1"]], "Downloading a dataset": [[64, "downloading-a-dataset"]], "Downloading example datasets": [[5, "downloading-example-datasets"]], "DropCols": [[28, null]], "Easily building a strong baseline for tabular machine learning": [[5, "easily-building-a-strong-baseline-for-tabular-machine-learning"]], "Easy learning on a dataframe": [[6, "easy-learning-on-a-dataframe"]], "Encoding a column": [[64, "encoding-a-column"]], "Encoding data": [[5, "encoding-data"]], "Encoding dates": [[20, "encoding-dates"]], "Encoding string columns": [[20, "encoding-string-columns"]], "Encoding the features": [[8, "encoding-the-features"]], "Encoding: creating feature matrices": [[20, null]], "Encoding: from a dataframe to a numerical matrix for machine learning": [[6, null]], "End-to-end predictive models": [[21, null]], "Evaluating the model": [[8, "evaluating-the-model"]], "Examples": [[15, null], [21, "examples"]], "Extracting entity embeddings": [[11, "extracting-entity-embeddings"]], "Feature importances": [[8, "feature-importances"]], "Feature importances in the statistical model": [[6, "feature-importances-in-the-statistical-model"]], "Flight-delays data": [[12, "flight-delays-data"]], "Fuzzy joining dirty tables with the Joiner": [[9, null]], "Fuzzy joining tables": [[4, "fuzzy-joining-tables"]], "Gallery examples": [[25, "gallery-examples"], [27, "gallery-examples"], [28, "gallery-examples"], [29, "gallery-examples"], [30, "gallery-examples"], [31, "gallery-examples"], [32, "gallery-examples"], [33, "gallery-examples"], [34, "gallery-examples"], [36, "gallery-examples"], [37, "gallery-examples"], [38, "gallery-examples"], [39, "gallery-examples"], [40, "gallery-examples"], [42, "gallery-examples"], [44, "gallery-examples"], [46, "gallery-examples"], [47, "gallery-examples"], [48, "gallery-examples"], [49, "gallery-examples"], [56, "gallery-examples"], [57, "gallery-examples"], [58, "gallery-examples"], [59, "gallery-examples"], [60, "gallery-examples"], [61, "gallery-examples"], [63, "gallery-examples"]], "GapEncoder": [[7, "gapencoder"], [29, null]], "Generating an HTML report": [[64, "generating-an-html-report"]], "Generating an interactive report for a dataframe": [[5, "generating-an-interactive-report-for-a-dataframe"]], "Getting Started": [[5, null]], "Going further: embeddings for better analytics": [[4, "going-further-embeddings-for-better-analytics"]], "Handling datetime features with the DatetimeEncoder": [[8, null]], "Have a question?": [[1, "have-a-question"]], "Highlights": [[0, "highlights"], [0, "id2"]], "How can I contribute?": [[1, "how-can-i-contribute"]], "How to submit a bug report?": [[1, "how-to-submit-a-bug-report"]], "How to submit an enhancement proposal?": [[1, "how-to-submit-an-enhancement-proposal"]], "If the enhancement is refused": [[1, "if-the-enhancement-is-refused"]], "If the enhancement proposal is validated": [[1, "if-the-enhancement-proposal-is-validated"]], "Implementation Guidelines": [[1, "implementation-guidelines"]], "Inspecting the TableVectorizer": [[6, "inspecting-the-tablevectorizer"]], "Install": [[24, null]], "Instantiating the transformer": [[9, "instantiating-the-transformer"]], "Integration": [[1, "integration"]], "Interpolation join: infer missing rows when joining two tables": [[14, null]], "InterpolationJoiner": [[30, null]], "InterpolationJoiner with a ground truth: joining the weather table on itself": [[14, "interpolationjoiner-with-a-ground-truth-joining-the-weather-table-on-itself"]], "Joiner": [[31, null]], "Joining dataframes": [[64, "joining-dataframes"]], "Joining external tables for machine learning": [[4, "joining-external-tables-for-machine-learning"]], "Joining tables with imperfect correspondence": [[9, "joining-tables-with-imperfect-correspondence"]], "Joining the flights and weather data": [[14, "joining-the-flights-and-weather-data"]], "Joining the tables": [[14, "joining-the-tables"]], "Joining: feature augmentation across tables": [[12, "joining-feature-augmentation-across-tables"]], "Load weather data": [[14, "load-weather-data"]], "Loading the flights table": [[14, "loading-the-flights-table"]], "Major changes": [[0, "major-changes"], [0, "id3"], [0, "id5"], [0, "id7"], [0, "id10"], [0, "id12"], [0, "id15"], [0, "id17"], [0, "id20"], [0, "id22"], [0, "id24"], [0, "id26"]], "Merging the entities": [[11, "merging-the-entities"]], "MinHashEncoder": [[7, "minhashencoder"], [32, null]], "Minor changes": [[0, "minor-changes"], [0, "id1"], [0, "id4"], [0, "id6"], [0, "id9"], [0, "id11"], [0, "id13"]], "More details on encoding tabular data": [[6, "more-details-on-encoding-tabular-data"]], "MultiAggJoiner": [[33, null]], "Naive aggregation": [[13, "naive-aggregation"]], "New features": [[0, "new-features"]], "Next steps": [[5, "next-steps"]], "Non-normalized entries and dirty categories": [[20, "non-normalized-entries-and-dirty-categories"]], "Note:": [[6, null], [9, null], [9, null], [10, null]], "Notes": [[0, "notes"], [0, "id19"], [0, "id21"]], "One-liner with the TableVectorizer": [[8, "one-liner-with-the-tablevectorizer"]], "Parameter values choice of TableVectorizer when using the tabular_learner() function": [[21, "id1"]], "Plotting the prediction": [[8, "plotting-the-prediction"]], "Plotting the results": [[11, "plotting-the-results"]], "Prediction model": [[9, "prediction-model"]], "Prediction with KEN Embeddings": [[11, "prediction-with-ken-embeddings"]], "Prediction with KEN Embeddings and base features": [[11, "prediction-with-ken-embeddings-and-base-features"]], "Prediction with base features": [[11, "prediction-with-base-features"]], "Prediction with datetime features": [[8, "prediction-with-datetime-features"]], 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diff --git a/0.4/sg_execution_times.html b/0.4/sg_execution_times.html
index e058e10d2..92cabc099 100644
--- a/0.4/sg_execution_times.html
+++ b/0.4/sg_execution_times.html
@@ -11,10 +11,10 @@
 <meta property="og:type" content="website" />
 <meta property="og:url" content="https://skrub-data.github.io/stable/sg_execution_times.html" />
 <meta property="og:site_name" content="skrub" />
-<meta property="og:description" content="10:17.774 total execution time for 10 files from all galleries:,,, Example, Time, Mem (MB),,, AggJoiner on a credit fraud dataset(../examples/08_join_aggregation.py), 04:05.394, 0.0,, Various strin..." />
+<meta property="og:description" content="11:14.415 total execution time for 10 files from all galleries:,,, Example, Time, Mem (MB),,, AggJoiner on a credit fraud dataset(../examples/08_join_aggregation.py), 04:31.548, 0.0,, Various strin..." />
 <meta property="og:image" content="https://skrub-data.github.io/stable/_static/skrub.svg" />
 <meta property="og:image:alt" content="skrub" />
-<meta name="description" content="10:17.774 total execution time for 10 files from all galleries:,,, Example, Time, Mem (MB),,, AggJoiner on a credit fraud dataset(../examples/08_join_aggregation.py), 04:05.394, 0.0,, Various strin..." />
+<meta name="description" content="11:14.415 total execution time for 10 files from all galleries:,,, Example, Time, Mem (MB),,, AggJoiner on a credit fraud dataset(../examples/08_join_aggregation.py), 04:31.548, 0.0,, Various strin..." />
 
     <title>Computation times &#8212; skrub</title>
   
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="_static/documentation_options.js?v=6c02275b"></script>
+    <script src="_static/documentation_options.js?v=c87aa342"></script>
     <script src="_static/doctools.js?v=9bcbadda"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
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         </script>
     <link rel="icon" href="_static/skrub.svg"/>
@@ -73,7 +73,7 @@
     <link rel="search" title="Search" href="search.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
@@ -526,7 +526,7 @@
                   
   <section id="computation-times">
 <span id="sphx-glr-sg-execution-times"></span><h1>Computation times<a class="headerlink" href="#computation-times" title="Link to this heading">#</a></h1>
-<p><strong>10:17.774</strong> total execution time for 10 files <strong>from all galleries</strong>:</p>
+<p><strong>11:14.415</strong> total execution time for 10 files <strong>from all galleries</strong>:</p>
 <div class="docutils container">
 <style scoped>
 <link href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/5.3.0/css/bootstrap.min.css" rel="stylesheet" />
@@ -548,43 +548,43 @@
 </thead>
 <tbody>
 <tr class="row-even"><td><p><a class="reference internal" href="auto_examples/08_join_aggregation.html#sphx-glr-auto-examples-08-join-aggregation-py"><span class="std std-ref">AggJoiner on a credit fraud dataset</span></a> (<code class="docutils literal notranslate"><span class="pre">../examples/08_join_aggregation.py</span></code>)</p></td>
-<td><p>04:05.394</p></td>
+<td><p>04:31.548</p></td>
 <td><p>0.0</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="auto_examples/02_text_with_string_encoders.html#sphx-glr-auto-examples-02-text-with-string-encoders-py"><span class="std std-ref">Various string encoders: a sentiment analysis example</span></a> (<code class="docutils literal notranslate"><span class="pre">../examples/02_text_with_string_encoders.py</span></code>)</p></td>
-<td><p>02:57.255</p></td>
+<td><p>03:04.673</p></td>
 <td><p>0.0</p></td>
 </tr>
 <tr class="row-even"><td><p><a class="reference internal" href="auto_examples/06_ken_embeddings.html#sphx-glr-auto-examples-06-ken-embeddings-py"><span class="std std-ref">Wikipedia embeddings to enrich the data</span></a> (<code class="docutils literal notranslate"><span class="pre">../examples/06_ken_embeddings.py</span></code>)</p></td>
-<td><p>01:14.813</p></td>
+<td><p>01:33.191</p></td>
 <td><p>0.0</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="auto_examples/01_encodings.html#sphx-glr-auto-examples-01-encodings-py"><span class="std std-ref">Encoding: from a dataframe to a numerical matrix for machine learning</span></a> (<code class="docutils literal notranslate"><span class="pre">../examples/01_encodings.py</span></code>)</p></td>
-<td><p>01:10.168</p></td>
+<td><p>01:07.787</p></td>
 <td><p>0.0</p></td>
 </tr>
 <tr class="row-even"><td><p><a class="reference internal" href="auto_examples/07_multiple_key_join.html#sphx-glr-auto-examples-07-multiple-key-join-py"><span class="std std-ref">Spatial join for flight data: Joining across multiple columns</span></a> (<code class="docutils literal notranslate"><span class="pre">../examples/07_multiple_key_join.py</span></code>)</p></td>
-<td><p>00:16.391</p></td>
+<td><p>00:27.247</p></td>
 <td><p>0.0</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="auto_examples/04_fuzzy_joining.html#sphx-glr-auto-examples-04-fuzzy-joining-py"><span class="std std-ref">Fuzzy joining dirty tables with the Joiner</span></a> (<code class="docutils literal notranslate"><span class="pre">../examples/04_fuzzy_joining.py</span></code>)</p></td>
-<td><p>00:10.678</p></td>
+<td><p>00:10.942</p></td>
 <td><p>0.0</p></td>
 </tr>
 <tr class="row-even"><td><p><a class="reference internal" href="auto_examples/00_getting_started.html#sphx-glr-auto-examples-00-getting-started-py"><span class="std std-ref">Getting Started</span></a> (<code class="docutils literal notranslate"><span class="pre">../examples/00_getting_started.py</span></code>)</p></td>
-<td><p>00:07.609</p></td>
+<td><p>00:06.952</p></td>
 <td><p>0.0</p></td>
 </tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="auto_examples/03_datetime_encoder.html#sphx-glr-auto-examples-03-datetime-encoder-py"><span class="std std-ref">Handling datetime features with the DatetimeEncoder</span></a> (<code class="docutils literal notranslate"><span class="pre">../examples/03_datetime_encoder.py</span></code>)</p></td>
-<td><p>00:05.398</p></td>
+<tr class="row-odd"><td><p><a class="reference internal" href="auto_examples/09_interpolation_join.html#sphx-glr-auto-examples-09-interpolation-join-py"><span class="std std-ref">Interpolation join: infer missing rows when joining two tables</span></a> (<code class="docutils literal notranslate"><span class="pre">../examples/09_interpolation_join.py</span></code>)</p></td>
+<td><p>00:05.479</p></td>
 <td><p>0.0</p></td>
 </tr>
-<tr class="row-even"><td><p><a class="reference internal" href="auto_examples/09_interpolation_join.html#sphx-glr-auto-examples-09-interpolation-join-py"><span class="std std-ref">Interpolation join: infer missing rows when joining two tables</span></a> (<code class="docutils literal notranslate"><span class="pre">../examples/09_interpolation_join.py</span></code>)</p></td>
-<td><p>00:05.365</p></td>
+<tr class="row-even"><td><p><a class="reference internal" href="auto_examples/03_datetime_encoder.html#sphx-glr-auto-examples-03-datetime-encoder-py"><span class="std std-ref">Handling datetime features with the DatetimeEncoder</span></a> (<code class="docutils literal notranslate"><span class="pre">../examples/03_datetime_encoder.py</span></code>)</p></td>
+<td><p>00:05.267</p></td>
 <td><p>0.0</p></td>
 </tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="auto_examples/05_deduplication.html#sphx-glr-auto-examples-05-deduplication-py"><span class="std std-ref">Deduplicating misspelled categories</span></a> (<code class="docutils literal notranslate"><span class="pre">../examples/05_deduplication.py</span></code>)</p></td>
-<td><p>00:04.703</p></td>
+<td><p>00:01.328</p></td>
 <td><p>0.0</p></td>
 </tr>
 </tbody>
diff --git a/0.4/unlisted.html b/0.4/unlisted.html
index e5eb0dc1a..1ec5e2a5f 100644
--- a/0.4/unlisted.html
+++ b/0.4/unlisted.html
@@ -54,7 +54,7 @@
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 <link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="_static/documentation_options.js?v=6c02275b"></script>
+    <script src="_static/documentation_options.js?v=c87aa342"></script>
     <script src="_static/doctools.js?v=9bcbadda"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
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         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="_static/skrub.svg"/>
@@ -73,7 +73,7 @@
     <link rel="search" title="Search" href="search.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>
   
   
diff --git a/0.4/vision.html b/0.4/vision.html
index b35b5a1d0..e12a9e2da 100644
--- a/0.4/vision.html
+++ b/0.4/vision.html
@@ -54,7 +54,7 @@
   <link rel="preload" as="script" href="_static/scripts/bootstrap.js?digest=26a4bc78f4c0ddb94549" />
 <link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=26a4bc78f4c0ddb94549" />
 
-    <script src="_static/documentation_options.js?v=6c02275b"></script>
+    <script src="_static/documentation_options.js?v=c87aa342"></script>
     <script src="_static/doctools.js?v=9bcbadda"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <script src="_static/clipboard.min.js?v=a7894cd8"></script>
@@ -64,7 +64,7 @@
     <script>
         DOCUMENTATION_OPTIONS.theme_version = '0.16.0';
         DOCUMENTATION_OPTIONS.theme_switcher_json_url = 'https://raw.githubusercontent.com/skrub-data/skrub/main/doc/version.json';
-        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.0';
+        DOCUMENTATION_OPTIONS.theme_switcher_version_match = '0.4.1';
         DOCUMENTATION_OPTIONS.show_version_warning_banner = true;
         </script>
     <link rel="icon" href="_static/skrub.svg"/>
@@ -75,7 +75,7 @@
     <link rel="prev" title="Development" href="development.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
-  <meta name="docsearch:version" content="0.4.0" />
+  <meta name="docsearch:version" content="0.4.1" />
   </head>