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.
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