Using column mapping in Evidently reports

https://github.com/evidentlyai/evidently
To use the tool, pip install evidently (and jupyter nbextension!)

00:33 Importing Evidently, Pandas and Sklearn
01:09 Loading the data and creating a dashboard
02:03 Column mapping for the Data and Target Drift report
03:40 Creating a Dashboard with Data Drift and Numerical Target Drift
04:20 Report display in Jupyter notebook
06:14 Creating a JSON report with Data Drift and Numerical Target Drift
07:00 JSON report display in Jupyter notebook

Our web-site: https://evidentlyai.com
GitHub: https://github.com/evidentlyai/evidently
Docs: https://docs.evidentlyai.com

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Usingcolumnmapping