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How to Perform Exploratory Data Analysis with Python

Phylis Jepchumba, MSc on February 19, 2023

Introduction Exploratory data analysis (EDA) is an essential step in the data science process which involves use of both statistical met...
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Chris Greening

Hey Phylis thanks for sharing!

A really neat tool I found a while back for pandas is the ydata-profiling library, it takes your DataFrame and outputs a full report about the data with summary stats, visualizations, etc. it's a really fantastic EDA tool!

NOTE: the tool used to be called pandas-profiling but they recently changed it to ydata-profiling just FYI

Decent article about the topic

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Phylis Jepchumba, MSc

Will check it out!

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Matt Curcio

YES, Love Pandas-Profiling or Ydata-Profiling. Great starter.

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Medea

great explanations!

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Phylis Jepchumba, MSc

Thanks...Glad you found it interesting and helpful

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Phylis Jepchumba, MSc

Thank you

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Rodgers Nyangweso

Great piece here, thanks. Very helpful

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Phylis Jepchumba, MSc

Thank you..Am glad you found it helpful

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Phylis Jepchumba, MSc

Noted! will check it out

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Stephen Muruchi

so informative👏

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Phylis Jepchumba, MSc

Thank you. Glad you found it helpful😊