This project is a complete tool to automatically clean, validate, analyze, and visualize data from Excel files. It uses Pandas for data manipulation, Scikit-learn for anomaly detection, and Streamlit for the interactive web interface.
➡️ TRY THE LIVE DEMO HERE ⬅️
- Upload an Excel file containing your data.
- Click the "Run Analysis" button.
- View the cleaned data, anomaly flags, and interactive charts directly in your browser.
- Automated Data Cleaning (Standardizes headers, removes duplicates, fills missing values)
- AI-Powered Anomaly Detection using Isolation Forest
- Automatic Chart Generation (Product quantities and price distribution)
- Simple and user-friendly web interface
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