diff --git a/docs/sources/user_guide/data/wine_data.ipynb b/docs/sources/user_guide/data/wine_data.ipynb
index 7465a1a1f..4b03c20d9 100644
--- a/docs/sources/user_guide/data/wine_data.ipynb
+++ b/docs/sources/user_guide/data/wine_data.ipynb
@@ -56,7 +56,7 @@
     "| 8)  | Flavanoids                   |\n",
     "| 9)  | Nonflavanoid phenols         |\n",
     "| 10) | Proanthocyanins              |\n",
-    "| 11) | intensity                    |\n",
+    "| 11) | Color intensity              |\n",
     "| 12) | Hue                          |\n",
     "| 13) | OD280/OD315 of diluted wines |\n",
     "| 14) | Proline                      |\n",
@@ -221,7 +221,7 @@
  "metadata": {
   "anaconda-cloud": {},
   "kernelspec": {
-   "display_name": "Python [default]",
+   "display_name": "Python 3",
    "language": "python",
    "name": "python3"
   },