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A talk by Niels Bantilan introduces pandera, an open source Python package for validating pandas dataframes. The presentation covers data validation theory and practice, using a case study analysis of the Fatal Encounters dataset to demonstrate how the tool can improve reproducibility and reliability in data analysis and machine learning.
This is a presentation about a software tool, not a downloadable dataset. The associated 'Fatal Encounters' case study data would need to be sourced separately.