🗺️ MapInsight – Google Maps Review Scraper & Analyzer

MapInsight is a powerful web-based tool that lets you scrape, filter, and analyze reviews from any Google Maps location. It uses FastAPI for the backend, Selenium for automated scraping, and a modern glassmorphism UI to make everything look premium and intuitive.

Built with 💡 by Saksham Pathak, M.Sc. AI & ML @ IIIT Lucknow

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🚀 Features

• 🔗 Input any Google Maps Place URL
• 📅 Filter reviews by custom start and end date
• 📊 View top 10 reviews with rating, username, and date
• 📦 Export filtered reviews as Excel (.xlsx) file
• 🗺️ Live Map Embed preview
• 💻 Full-stack web app with FastAPI + Tailwind + JS
• 🌈 Beautiful glassmorphism design with responsive layout

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📸 Demo

🔗 Live on Render: Coming Soon...

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⚙️ Tech Stack

Layer	Tech
Backend	Python, FastAPI, Selenium
Frontend	HTML, Tailwind CSS, JavaScript
Parsing	BeautifulSoup, Pandas
Export	OpenPyXL (.xlsx)
Hosting	Render.com

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🧪 Local Setup

1. Clone the repository

git clone https://github.com/parthmax2/MapInsight.git
cd MapInsight

2. Set up a virtual environment

python -m venv venv
source venv/bin/activate  # On Windows: venv\Scripts\activate

3. Install dependencies

pip install -r requirements.txt

4. Run the app locally

uvicorn backend.main:app --reload

Now visit http://localhost:8000 in your browser.

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🧾 API Endpoints

Method	Endpoint	Description
GET	/	Loads frontend (index.html)
POST	/scrape	Accepts JSON payload with url, num_reviews, optional start_date, end_date
GET	/download/{file_name}	Downloads Excel file
GET	/health	Health check endpoint

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🗂️ Project Structure

MapInsight/
├── backend/
│   ├── main.py         # FastAPI backend logic
│   └── scraper.py      # Selenium review scraper
├── frontend/
│   └── index.html      # Glassmorphism web UI
├── output/             # Excel files saved here
├── requirements.txt
└── README.md

🙋‍♂️ Author

Saksham Pathak 🎓 M.Sc. Artificial Intelligence & Machine Learning 🏫 Indian Institute of Information Technology, Lucknow 🌐 GitHub | Hugging Face

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📄 License

This project is licensed under the MIT License.

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⭐️ Show your support

If you like this project, consider giving it a ⭐️ on GitHub It helps others discover it and motivates continued development!