Sentimantle
Sentiment Analysis Dashboard for Properties
Role
- Web Scraping
- Automation
- Machine Learning
- Back-end Development
- Front-end Development
Project Overview
Sentimantle is a sentiment analysis platform for property managers, pulling reviews from Google Maps, Booking.com, and TripAdvisor. It includes:
- Admin Dashboard: Manages user activities and data flow.
- User Dashboard: Allows users to register, add properties, and generate sentiment reports.
Technical Execution
- Web Scraping: Extracts reviews across platforms.
- Automation: Automates scraping, reporting, and negative feedback alerts.
- Machine Learning: Analyzes sentiment and key aspects (e.g., service quality).
- Back-End: FastAPI-based user and data management.
- Front-End: Dashboards to visualize trends and comparisons.
Impact & Results
Sentimantle enhances how property managers handle feedback, offering deeper insights into property-related sentiments, reducing manual data processing, and enabling proactive responses to negative reviews. This automation allows managers to address concerns efficiently and maintain a strong online reputation.
