Interactive Power BI dashboard analyzing UK employment, unemployment, regional workforce trends, and labour market KPIs using ONS data.
UK Workforce Planning & Labour Market Intelligence: ONS ASHE earnings analysis, regional demand forecasting, UK skill shortage metrics
UK house price trends and affordability analysis (2002–2025) — Power BI dashboard and Python choropleth maps
Interactive Power BI report on UK CPI inflation (ONS, 2016–2026), showing how price pressure rotated from food & energy to transport & services. Built with Power Query and DAX.
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.
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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