Panda-Helper is a simple data-profiling utility for Pandas DataFrames and Series. Assess data quality and usefulness with minimal effort. Quickly perform initial data exploration, so you can move on to more in-depth analysis.

Features

  • Report shape
  • Detect duplicated rows
  • Display series names and data types
  • Calculate distribution statistics on null values per row providing a view on data completeness
  • Sample DataFrame profile
  • Sample profile of numeric data
  • Series data type
  • Counts and frequency of the most and least common values
  • Distribution statistics for numeric data

Project Samples

Panda-Helper Screenshot 1

Project Activity

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Categories

Data Profiling

License

MIT License

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Additional Project Details

Programming Language

Python

Related Categories

Python Data Profiling Tool

Registered

2023-06-12
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