Updating urls

bigeorgiev · Jan 1, 2018 · b66f13b · b66f13b
1 parent 874ddb6
commit b66f13b
Showing 1 changed file with 3 additions and 2 deletions.
diff --git a/notebooks/Process_Wine_File.ipynb b/notebooks/Process_Wine_File.ipynb
@@ -10,7 +10,7 @@
     "* Filter data down to only include wines from Australia \n",
     "* Other minor changes to support plotting \n",
     "\n",
-    "This notebook is a companion to the post at [Practical Business Python](http://pbpython.com)"
+    "This notebook is a companion to the post at [Practical Business Python](http://pbpython.com/wine_visualization.html)"
    ]
   },
   {
@@ -29,6 +29,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
+    "# Download and unpack the file from https://www.kaggle.com/zynicide/wine-reviews/data\n",
     "df = pd.read_csv('winemag-data-130k-v2.csv', index_col=0)"
    ]
   },
@@ -497,8 +498,8 @@
        "Sparkling Blend               31\n",
        "Shiraz-Cabernet Sauvignon     29\n",
        "Bordeaux-style Red Blend      28\n",
-       "Pinot Grigio                  25\n",
        "Rosé                          25\n",
+       "Pinot Grigio                  25\n",
        "Name: variety, dtype: int64"
       ]
      },