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- title: SE21 App Template
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- emoji: ๐Ÿ“Š
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- colorFrom: blue
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- colorTo: purple
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- sdk: docker
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- pinned: false
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- short_description: AI-enhanced analytics dashboard template for SE21 students
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- ---
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- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
 
 
 
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+ # ๐Ÿ›ด Urban Mobility Analytics Dashboard
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+ [![Hugging Face Spaces](https://img.shields.io/badge/Hugging%20Face-Spaces-blue)](https://huggingface.co/spaces/ESCP/group08_template)
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+ ## ๐Ÿ“‹ Project Overview
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+ End-to-end analysis of ride-sharing data to optimize **pricing strategies** and **user satisfaction** using:
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+ - ๐Ÿ“Š **Operational Data**: ride transactions (2,000+ records)
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+ - ๐Ÿ’ฌ **Qualitative Sentiment**: app reviews (500+ analyzed)
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+ - ๐Ÿค– **Machine Learning**: Random Forest classification + ARIMA forecasting
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+ **Cities Analyzed**: Paris ๐Ÿ‡ซ๐Ÿ‡ท โ€ข Berlin ๐Ÿ‡ฉ๐Ÿ‡ช โ€ข Madrid ๐Ÿ‡ช๐Ÿ‡ธ โ€ข Warsaw ๐Ÿ‡ต๐Ÿ‡ฑ โ€ข Turin ๐Ÿ‡ฎ๐Ÿ‡น
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+ **Vehicle Types**: E-Scooter ๐Ÿ›ด โ€ข E-Bike ๐Ÿšฒ โ€ข Bus-Connect ๐ŸšŒ โ€ข E-Moto ๐Ÿ๏ธ
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  ---
 
 
 
 
 
 
 
 
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+ ## ๐Ÿš€ How to Use Dashboard
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+ ### 1๏ธโƒฃ **Upload Your Data (Optional)**
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+ Click **"๐Ÿ“ค Upload CSV"** and upload a file with columns: