property-prices

Property Rates in India

Open data + interactive dashboards on Italian real estate: official OMI prices & sales volumes by zone (Agenzia delle Entrate) for 8 provinces, plus a deal-scoring tool for immobiliare.it listings. For foreign buyers investing in Italy & agents selling abroad.

PropertyLK: Sri Lanka real-estate price intelligence with scraping, geocoding, heatmaps, and deal scoring.

Visualise UK Property Prices

A data-driven approach to assess property prices in a Midwestern state, using regression and decision tree models to evaluate housing data from 2006-2010.

Python script scrapes real estate price data for all cities from imot.bg

Airbnb properties data scraper

End-to-end ML pipeline predicting London residential property prices using 7 open datasets — stacking ensemble R²=0.63, SHAP explainability, conformal prediction intervals, and an interactive Streamlit dashboard. BSc Final Year Project, Royal Holloway 2026.

Zillow price history data

WorthIt — free Singapore HDB & condo resale price explorer. 370K+ transactions, deal scoring, price trends, and BTO launch comparisons. Built on data.gov.sg and URA open data.

An exploratory data analysis and machine learning regression model to predict residential house prices in Nairobi based on property features and location. the project utilizes data on property sizes, types, number of rooms, locations,... among other features scraped from Property24 Kenya.

Mix-adjusted stratified-median price index for the Irish property market (797k PPR sales, dbt + DuckDB), validated against the CSO RPPI