Pandera: Statistical Data Validation of Pandas Dataframes
Niels Bantilan · 2020
This talk introduces pandera, an open source Python package for pandas data validation. It covers data validation in theory and practice, and goes through a case study analysis of the Fatal Encounters dataset to demonstrate how pandera can be used to make data analysis and machine learning more reproducible, robust, and reliable.