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Data cleaning tool for Python

Project description

broompy - a simple data cleaning tool for Python

broompy is a Python library designed to help data scientists observe a summary of their Dataset and facilitate data cleaning. It reveals features that require cleaning or inspection. This library also displays charts to view the normal approximation of variable distributions and generates scatter plot to visualize correlation.


Main Features

  • Display count of null and available data.
  • Display mean, median and 1.5 IQR outliers count.
  • Identify data types of each variable.
  • Identify count of unique values per variable.
  • Identify the normal approximation using pvalue.
  • Show a dataset sample to understand data content.
  • Visualize trends with histograms and scatter plot.

Project details

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Files for broompy, version 2.1.9
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