diff --git a/Chapter03-web-crawlers.ipynb b/Chapter03-web-crawlers.ipynb
index 4aa9d99..35b6bfa 100644
--- a/Chapter03-web-crawlers.ipynb
+++ b/Chapter03-web-crawlers.ipynb
@@ -1366,7 +1366,7 @@
     "\n",
     "links = getLinks('/wiki/Kevin_Bacon')\n",
     "while len(links) > 0:\n",
-    "    newArticle = links[random.randint(0, len(links)-1)].attrs['href']\n",
+    "    newArticle = random.choice(links).attrs['href']\n",
     "    print(newArticle)\n",
     "    links = getLinks(newArticle)"
    ]