diff --git a/exploring_data/Exploring Data with Python using Jupyter Notebooks.ipynb b/exploring_data/Exploring Data with Python using Jupyter Notebooks.ipynb
index f94269e..1455a23 100644
--- a/exploring_data/Exploring Data with Python using Jupyter Notebooks.ipynb	
+++ b/exploring_data/Exploring Data with Python using Jupyter Notebooks.ipynb	
@@ -592,7 +592,7 @@
     "2. These cities do not differ much! Average income per room is roughly the same in each city.\n",
     "\n",
     "The takeaway (this is usually the takeaway), is two-fold:\n",
-    "1. Your data is probably not as clean asd pretty as you'd like, and\n",
+    "1. Your data is probably not as clean and pretty as you'd like, and\n",
     "2. Often your assumptions about what you will find are just plain wrong.\n",
     "\n",
     "... Seeing this now changes the direction I was planning to head. That's why we do EDA!\n",