diff --git a/docs/04-Loading-data-in-python.md b/docs/04-Loading-data-in-python.md
index ac33870..19766a4 100644
--- a/docs/04-Loading-data-in-python.md
+++ b/docs/04-Loading-data-in-python.md
@@ -37,7 +37,7 @@ Going forward, you can copy the code that is displayed here into a new cell in y
 ```
 import pandas as pd
 
-country_data = {'Country': ['United States', 'Brazil', 'Spain', 'Thailand'], 'Population (millions)': [331.9, 214.3, 47.42, 71.6]}
+country_data = {'Country': ['US', 'Brazil', 'Spain', 'Thailand'], 'Population (millions)': [331.9, 214.3]}
 df = pd.DataFrame(country_data)
 print(df) 
 ```
diff --git a/docs/images/04-colab_country_data.png b/docs/images/04-colab_country_data.png
index ad291ff..7d22daf 100644
Binary files a/docs/images/04-colab_country_data.png and b/docs/images/04-colab_country_data.png differ