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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:
 
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+ ---
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+ title: Urban Mobility App
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+ emoji: ๐Ÿšฒ
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+ colorFrom: blue
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+ colorTo: purple
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+ sdk: gradio
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+ sdk_version: "4.31.0"
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+ python_version: "3.10"
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+ app_file: app.py
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+ pinned: false
 
 
 
 
 
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  ---
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+ # ๐Ÿš€ Urban Mobility Pricing & Satisfaction App
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+ ...