Ithaca Insights is a real-time dashboard for housing data in Ithaca, NY. It helps users explore rental trends, compare listings, and understand the local Ithaca housing market.
- Maps available housing listings in Ithaca
- Compares predicted vs. listed rents
- Clusters neighborhoods by price and location
- Interactive Zoning Data and Intelligent Parcel Site-Selection (WIP)
Ithaca Insights is designed to serve students and renters looking for a fair deal, as well as researchers and anyone looking to understand Ithaca’s housing landscape without guesswork.
Finding housing in Ithaca is a tough cookie. Listings are scattered, and prices vary a ton.
- Frontend: FastAPI, Vue.js, deployed via Fly.io
- Backend: PostgreSQL, SQLAlchemy, and REST endpoints
- Data: Parsed live from Ithaca’s rental feeds
- Model: Spatial Random Forest Regressor
- Infra: Docker app with CI/CD on GitHub Actions
- Monitoring: Prometheus + Grafana metrics available at
/metrics