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Introducing pandas_profiling (lightning talk)

Avatar for ianozsvald ianozsvald
April 04, 2018
Technology
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Introducing pandas_profiling (lightning talk)

5 minute introduction to EDA with pandas_profiling: https://github.com/pandas-profiling/pandas-profiling
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ianozsvald

April 04, 2018
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Transcript

  1. pandas_profiling lighting talk PyDataLondon 2018-04 Ian Ozsvald @IanOzsvald ModelInsight.io

  2. Ian.Ozsvald@ModelInsight.io @IanOzsvald[.com] PyDataLondon 2018-04 Why not df.describe() & df.info()?

  3. Ian.Ozsvald@ModelInsight.io @IanOzsvald[.com] PyDataLondon 2018-04 pandas_profiling

  4. Ian.Ozsvald@ModelInsight.io @IanOzsvald[.com] PyDataLondon 2018-04 pandas_profiling

  5. Ian.Ozsvald@ModelInsight.io @IanOzsvald[.com] PyDataLondon 2018-04 pandas_profiling Pclass vs Fare and Age

    (negative relationship) is_female vs Survived (positive relationship)

  6. Ian.Ozsvald@ModelInsight.io @IanOzsvald[.com] PyDataLondon 2018-04 Wrap-up • Several PRs needing a

    review – get involved? • Additions for categoricals and correlations • Author is fairly responsive, it looks like a nice first project to get involved with