Python

Automate Python Data Analysis With YData Profiling

The YData Profiling package generates an exploratory data analysis (EDA) report with a few lines of code. The report provides dataset and column-level analysis, including plots and summary statistics to help you quickly understand your dataset. These reports can be exported to HTML or JSON so you can share them with other stakeholders.

By the end of this tutorial, you’ll understand that:

  • YData Profiling generates interactive reports containing EDA results, including summary statistics, visualizations, correlation matrices, and data quality warnings from DataFrames.
  • ProfileReport creates a profile you can save with .to_file() for HTML or JSON export, or display inline with .to_notebook_iframe().
  • Setting tsmode=True and specifying a date column with sortby enables time series analysis, including stationarity tests and seasonality

     

     

     

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