autoEDA in Python: Pandas Profiling Example

autoEDA Python

Run automatic EDA (Exploratory Data Analysis) in Python

With 2 lines of Python code you’ll get a HTML report with all the important EDA aspects you need to understand your raw data.

  • Install pandas_profiling:

pip install pandas_profiling

  • Import pandas_profiling:

from pandas_profiling import ProfileReport

  • Create the autoEDA report:

profile = ProfileReport(rawdataTbl, title="Profiling Report")

profile.to_file("Profiling Report.html")

Check this website if you need additional configuration for your report: https://pypi.org/project/pandas-profiling/

 

 

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