If you are trying to learn how to manipulate data in python you have come to the right place.

This folder includs a jupyter notebook which goes over key functionality in pandas for data wrangling.

Check out the video tutorial on youtube or the written article on Medium.

1. Data exploration - columns, unique values in a column, describe, duplicates
2. Dealing with missing values - quantifying missing values per column, filling & dropping missing values
3. Reshaping data - one hot encoding, pivot tables, joins, grouping and aggregating
4. Filtering data
5. Other - Making descriptive columns, element-wise conditional operations

1. Data source: UCI
2. Pandas functionality: Documentation