Interactive Power BI dashboard analyzing UK employment, unemployment, regional workforce trends, and labour market KPIs using ONS data.
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.
Time series analysis of UK household spending patterns (2019-2024) examining COVID-19 pandemic impact using ONS data and Power BI
UK Workforce Planning & Labour Market Intelligence: ONS ASHE earnings analysis, regional demand forecasting, UK skill shortage metrics
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.
UK house price trends and affordability analysis (2002–2025) — Power BI dashboard and Python choropleth maps
BA portfolio project: 109 months of ONS Retail Sales Index data across 6 artefacts. Online retail up +18.1% vs 2019 average; household goods down 9.7%.
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