Interactive Power BI dashboard analyzing UK employment, unemployment, regional workforce trends, and labour market KPIs using ONS data.
UK house price trends and affordability analysis (2002–2025) — Power BI dashboard and Python choropleth maps
Time series analysis of UK household spending patterns (2019-2024) examining COVID-19 pandemic impact using ONS data and Power BI
End-to-end UK cost-of-living analysis across 12 regions 2018–2024. Affordability index, rent burden, real wages & CPI breakdown. Interactive dashboard + Python + SQL.
ML model predicting UK house prices using Land Registry data, ONS HPI, Ofsted school ratings & EPC ratings. Gradient Boosting achieves R²=0.987, MAPE=5.83%. Interactive dashboard + Python + scikit-learn + SQL.
End-to-end BA project: 109 months of ONS Retail Sales Index data analysed across 6 artefacts — revealing online retail up +40% while household goods fell 9.7% vs 2019.
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