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:



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Cristina Gurguta

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Welcome to! I’m Cristina, a Senior Machine Learning Operations Lead and a proud mom of two amazing daughters. Here, we help nurture your data science career and offer insane data-driven designs for shopping. Join us on this exciting journey of balancing work and family in a data-driven world!

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