Integrated Analytics Platform - Descriptive, Diagnostic, and now Advanced Predictive ML with XGBoost & SHAP
Project description
BizLens 📊
Fast business descriptive analytics — Polars-first, beautiful charts, educational focus
BizLens is a Python analytics library designed for business analysts, teachers, and students. It provides:
- ⚡ Zero-copy performance with Polars + Narwhals (10-100x faster than pure Pandas)
- 📈 Instant descriptive statistics with sample vs population distinction
- 📉 Beautiful visualizations (histograms + boxplots) with Matplotlib & Seaborn
- 🎓 Educational-friendly — formulas, shape interpretation, and rich console output
- 🌍 Framework-agnostic — works with Polars, Pandas, Dask, etc.
- 📚 10+ built-in sample datasets — perfect for teaching and quick demos
Latest version: 2.2.4 (Full DataFrame support + Narwhals fix + updated API)
Quick Start
Installation
pip install bizlens
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