KaziAmitHasan/data-inspector
Data Inspector is an open-source python library that brings 15++ types of different functions to make EDA, data cleaning easier.
This tool helps data professionals quickly understand and clean their datasets. You provide a raw dataset, and it automatically generates various plots (like line, scatter, bar, and box plots), identifies data distributions, calculates correlations, and handles missing values. Data analysts, scientists, and anyone working with raw data can use this to prepare it for further analysis.
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Use this if you need to rapidly explore and prepare a dataset by visualizing its characteristics and automatically handling common cleaning tasks.
Not ideal if you need advanced statistical modeling, time-series specific analysis, or highly customized data manipulation beyond basic cleaning and visualization.
Stars
39
Forks
2
Language
Jupyter Notebook
License
MIT
Category
Last pushed
Mar 31, 2025
Commits (30d)
0
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