Data Wrangling with Pandas

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

What is this?

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.

Overview

The following pandas functionalities will be covered:

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

Credits

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