diff --git a/README.md b/README.md
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--- a/README.md
+++ b/README.md
@@ -4,7 +4,7 @@ This tutorial was presented by [Kevin Markham](http://www.dataschool.io/about/)
 
 ## Jupyter notebook
 
-The tutorial code is available as a [Jupyter notebook](tutorial.ipynb). The notebook includes 4 additional exercises that were not covered during the tutorial.
+The tutorial code is available as a static notebook [Jupyter notebook](tutorial.ipynb) or as an interactive notebook by clicking this [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/upendrak/pycon-2018-tutorial/master). The notebook includes 4 additional exercises that were not covered during the tutorial. 
 
 ## Videos ([playlist](https://www.youtube.com/playlist?list=PL5-da3qGB5IBITZj_dYSFqnd_15JgqwA6))
 
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..7937639
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,3 @@
+pandas==0.22.0
+matplotlib
+numpy