Political Analysis

Data-driven insights into UK political finance and conflicts of interest

Financial Interests

Explore MP income sources, top donors, and sector breakdown with Companies House verification.

Explore

Donation Timeline

Track how party funding has changed over time with multi-party comparison and election annotations.

Explore

Conflict Analysis

Examine potential conflicts of interest between MPs' income sources and their voting patterns.

Explore

Sector Influence

Explore how different industry sectors contribute to political parties and MPs.

Explore

Cross-Metric Analysis

Explore correlations between P&L, crime, benefits, income, and polling across constituencies.

Explore

Political Projections

Demographic regression models, swing calculator, policy simulator, and seat vulnerability analysis.

Explore

Religion & Demographics

Census 2021 religion data, faith schools, places of worship, hate crime, and migration patterns.

Explore

Migration Analysis

13 years of internal migration with age-band breakdown (young/retiree), fiscal impact modelling, and NINo international proxy.

Explore

Historical Trends

25 years of parliamentary interests evolution, decade comparisons, and top MPs by all-time declared interests.

Explore

Defection Tracker

Party switching analysis, Reform UK backgrounds, voting rebellion rates, and cross-party alignment scores.

Explore

Parliamentary Dynamics

Election timeline visualisation, party composition history, defection markers, and current parliament breakdown.

Explore

Police Misconduct

National statistics on police misconduct proceedings, dismissals, and outcomes over time.

Explore

Donor-Contract Accountability

MPs whose donors won government contracts. Tracks potential conflicts between private donations and public spending.

Explore

University Accountability

Where does the £200bn+ student loan book go? Course-level ROI, graduate outcomes vs non-graduate baseline, and the worst courses in the UK.

Explore

Council Financial Distress

Section 114 notices, at-risk councils, and LOBO loan exposure across UK local government.

Explore

Corporate Fines & Fraud

SFO Deferred Prosecution Agreements, contractor fraud, and corporate misconduct involving UK public contracts.

Explore

MP Attendance

Voting attendance rates, engagement rankings, and participation patterns by party.

Explore

Correlations

342-metric correlation matrix comparing crime, income, benefits, housing, health and more across 650 constituencies.

Explore

Network Sphere

3D force-directed graph of metric relationships. Correlated metrics attract, forming natural clusters. Drag to orbit, click to inspect.

Explore

Research Builder

Auto-generate data-driven articles from correlations with methodology, counter-arguments, and export to Markdown/Twitter/HTML.

Explore

Winnability Map

Constituency vulnerability scores and seat rankings by party with interactive breakdown.

Explore

UK Power Structure

Interactive governance hierarchy from the Crown through Parliament to local councils.

Explore

Expense Geography

Constituency-level IPSA expense rankings with party breakdown, percentile badges, and year-over-year change.

Explore

Local Elections

UK council election results from 2016 to 2024, party trends, and control changes.

Explore

National Finances

Aggregated UK income tax revenue vs benefit expenditure across 650 constituencies, by nation and party.

Explore

Fiscal Dashboard

HMRC tax receipts over time by tax type, cross-correlated with budget announcements and policy changes.

Explore

Regional Finances

Net fiscal balance per head by UK region — who pays more vs who receives more in public spending (1999-2023).

Explore

Bond Market

Multi-tenor gilt yield history, yield curve snapshots, 2yr-10yr spread inversion, and DMO auction trends.

Explore

Debt Composition

UK government debt portfolio — conventional vs index-linked gilts, who holds UK debt, maturity profile and refinancing risk.

Explore

Inflation Tracker

What inflation actually means for everyday items — food, energy, transport prices plus wages and energy cap history.

Explore

North Sea Revenue

20 years of UK oil and gas tax revenue — PRT, offshore corporation tax, and Energy Profits Levy trends.

Explore

Public Sector Employment

6.18 million UK public sector workers by sector — NHS, education, police, civil service, and local government trends since 1999.

Explore

Foreign Aid

UK bilateral ODA by recipient country, regional breakdown, ODA as % of GNI, and sector allocation (2009-2024).

Explore

Local Area Rankings

Compare council tax, house prices, education spending, and stamp duty across all English local authorities.

Explore

Sector Flow Map

Sankey diagram showing money flows from industry sectors through donors to MPs — interactive drill-down.

Explore

Related Resources

About This Analysis

All data is sourced from official public records including the Electoral Commission, IPSA, and the Parliamentary Register of Interests. Our analysis tools help identify patterns and potential conflicts of interest in political finance, promoting transparency in UK democracy.