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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
Categories
Data ProfilingLicense
MIT LicenseFollow Panda-Helper
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