Instant Python Exploratory Data Analysis (EDA)

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Learn how to generate a whole downloadable EDA report of your dataset using two lines of Python code- automatically covering areas like row count, column count, missing values, correlation, data types, interactions and associated visuals.

I also compare this to some of the more standard Pandas functions for displaying metadata.

Enjoy!

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  1. Matador Software
  2. python
  3. python eda
  4. data analysis
  5. exploratory data analysis
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Комментарии
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James - Great video! I use a very similar package in R called dLookr to crate the same type of report using just a line of code as well.

When Power BI users ask why it's helpful to learn Python/R as an adjunct to Power BI, the automatic EDA reports are one of the first things I show them. Creating a similar report in Power BI would take hours, and here you do it in 90 seconds with one line of code. Great stuff!

brianjulius
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This is fantastic! It's very helpful to have a quick overview of the available data.

datafriki
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Exactly what I was looking for! Thanks James.

fathimashanavas