AutoEDA
A tool for Automated Exploratory Data Analysis for quickly understanding datasets and reduce time spent EDA tasks.
🙃I am still working on this project please visit later for detailed view
Programming & Libraries
- Python
- Pandas, NumPy
- Matplotlib, Seaborn
Automated EDA Modules
- Missing value detection
- Statistical summary generation
- Numeric & categorical feature profiling
- Distribution plots (histograms, boxplots, KDE)
- Correlation heatmaps & pairplots
- Outlier detection (IQR method)
- Automatic report generation
Enhancements
- Configurable analysis depth (basic → advanced)
- Notebook & script compatibility
- Modularized components for reuse in multiple projects
- Exportable visualizations & summaries