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A simple data cleaning tool for Python.

Project description

broompy - a simple data cleaning tool for Python

broompy is a simple Python library designed to help data scientists observe a summary of their DataFrame to facilitate cleaning. This library also displays charts to view the normal approximation of variable distributions.

Main Features

  • Display DataFrame variables and reveal features that require cleaning or inspection.
  • 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.

Project details


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broompy-2.1.1.tar.gz (5.4 kB view hashes)

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