uk-housing

Free Excel tool for HHSRS v2 scoring. Calculates housing hazard risk bands based on 2026 guidance.

Predicting UK residential retrofit potential from EPC open data using Random Forest, XGBoost, Logistic Regression and SVM under nested cross-validation

421 UK panel radiator records comparing K-RAD, Stelrad and Scudo heat output at ΔT50, with 64 exact size/type BTU comparisons.

Open dataset of typical UK home improvement costs (61 jobs) - by Less.co.uk. CC-BY-4.0.

Predicting UK house prices from 2.7M Land Registry sales: time-based validation, target encoding, gradient boosting vs baselines

1.86M UK Land Registry sales analysed in SQL. DuckDB star schema, window functions, and an honest limitations section.

Valuation and investment model for Doncaster homes, built from open data, with an in-browser dashboard

UK house price trends and affordability analysis (2002–2025) — Power BI dashboard and Python choropleth maps

Where-to-live decision support from nine official open-data sources: five explainable indicators across 7,264 neighbourhoods, evidence beside every score.

Links Oxfordshire house sales (Land Registry, 2015–2025) to Energy Performance Certificates by address matching, adding floor area and energy data to each sale.

Analytics pipeline over 31M+ UK property transactions: PostgreSQL schema, analytical SQL, and a Power BI dashboard on regional prices and affordability.

Interactive Streamlit dashboard of Oxfordshire house sales, 2015–2025, built on Land Registry sales linked to energy performance certificates.