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.
- Data exploration - columns, unique values in a column, describe, duplicates
- Dealing with missing values - quantifying missing values per column, filling & dropping missing values
- Reshaping data - one hot encoding, pivot tables, joins, grouping and aggregating
- Filtering data
- Other - Making descriptive columns, element-wise conditional operations
- Data source: UCI
- Pandas functionality: Documentation