A lightweight Python library for automated dataset profiling, visualization, and insights.
Project description
🧠 Smart Data Profiler
A lightweight Python library for automated dataset profiling, visualization, and smart insights.
Smart Data Profiler automatically analyzes your dataset (CSV or DataFrame) and generates a detailed HTML report with:
- ✅ Missing value summary
- 📊 Data types and descriptive statistics
- ⚠️ Outlier detection
- 🔗 Correlation heatmap
- 💡 Smart recommendations (e.g., fill missing values, handle correlations)
- 🧮 Data Health Score
Built as a personal project to simplify data understanding during EDA and feature engineering.
🔧 Installation
pip install smart-data-profiler
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