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README.md
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title: SE21 App Template
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emoji: ๐
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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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# ๐ด Urban Mobility Analytics Dashboard
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[](https://huggingface.co/spaces/ESCP/group08_template)
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## ๐ 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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- ๐ **Operational Data**: ride transactions (2,000+ records)
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- ๐ฌ **Qualitative Sentiment**: app reviews (500+ analyzed)
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- ๐ค **Machine Learning**: Random Forest classification + ARIMA forecasting
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**Cities Analyzed**: Paris ๐ซ๐ท โข Berlin ๐ฉ๐ช โข Madrid ๐ช๐ธ โข Warsaw ๐ต๐ฑ โข Turin ๐ฎ๐น
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**Vehicle Types**: E-Scooter ๐ด โข E-Bike ๐ฒ โข Bus-Connect ๐ โข E-Moto ๐๏ธ
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## ๐ How to Use Dashboard
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### 1๏ธโฃ **Upload Your Data (Optional)**
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Click **"๐ค Upload CSV"** and upload a file with columns:
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