diff --git a/4_4.ipynb b/4_4.ipynb
index 5a54a2e..5bea9bf 100644
--- a/4_4.ipynb
+++ b/4_4.ipynb
@@ -79,6 +79,13 @@
     "collapsed": false
    },
    "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "Downloading dataset from http://people.csail.mit.edu/jrennie/20Newsgroups/20news-bydate.tar.gz (14 MB)\n"
+     ]
+    },
     {
      "name": "stdout",
      "output_type": "stream",
@@ -436,4 +443,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 0
-}
+}
\ No newline at end of file
diff --git a/README.md b/README.md
index b4b4e40..e55b251 100644
--- a/README.md
+++ b/README.md
@@ -9,4 +9,4 @@ Run jupyter either through the `jupyter notebook` command, or with docker:
 docker run -v $PWD/:/home/jovyan/work/ -p 8888:8888 jupyter/scipy-notebook
 ```
 
-Visit the URL you'll get, or copy the code.
\ No newline at end of file
+Visit the URL you'll get, or copy the token to access the notebook.
\ No newline at end of file