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A python package containing some easy-to-use tools for data cleaning / Exploration and ML.

Project description

wranglepy:

A python package containing some easy-to-use functions for cleaning data. >The package contains functions that allow you explore your data easily to:

  • Find missing/null values visually,

  • Remove missing values,

  • Find categorcial variables in your datatset,

  • Remove highly correlated values,

  • Plot bar graphs and automatically add the percentages of variables,

  • Plot twin axis bar graphs,

  • Adjust size of bars in bar graphs,

  • Model ML classification algorithms.

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