Python Data Science: Automating EDA: Univariate Statistics and Visualizations

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Python Data Science: Automating Exploratory Data Analysis: Univariate Statistics and Visualizations

0:00 - Introduction and concepts
5:30 - Import dataset
9:00 - Create output dataframe
10:40 - Create dynamic loop
18:50 - Return output dataframe
19:54 - Insert rows into output dataframe
25:45 - Create conditional IF for both data types
27:15 - Create the remaining measures for numeric dtypes
34:40 - Include visualizations
36:35 - Explain and interpret the results

Mark Keith

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I appreciate your breakdown of even the slightest things in the code, even tho I already know how those things function. It puts a smile on my face. I know someone else would appreciate that, especially beginners in Python but not in EDA.

safaa

being waiting for your contents for a long time, finally here we go💥

johnmlekwa

Awesome content, thank you for this! What's the website that you use?

kenrenji

Please add the notebook so that it will save people who are in need and don't have enough time to complete project

sandeep-ozhw

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