AI-ready open data

Govviz publishes every indicator as a reference implementation of its own AI-ready series profile: resolve a stable id → tidy CSV, with unit, coverage, periodicity, revision status, provenance and a published validation range in-band. No scraping, no tab-guessing, no wrong-but-plausible measure. Govviz is a downstream compiler; every record names its primary producer.

Catalogue: catalog.json (DCAT) · Graph: graph.jsonld · Profile: profile.json · Health history: health-history.json · Suppression scheme: v1 · Agent: MCP

Read any series in three lines

curl -s https://egly443.github.io/Govviz/data/series/defra-sewage-hours.json | jq '.title,.unit,.validRange'
curl -s https://egly443.github.io/Govviz/data/series/defra-sewage-hours/data.csv
Series (124)Downloads
Elective care waiting list
Health & Social Care · persons (millions shown) · England · 18 obs
18-week treatment target compliance
Health & Social Care · percent (%) · England · 18 obs
Ambulance response (Category 2)
Health & Social Care · minutes · England · 106 obs
Hospital discharge bottleneck
Health & Social Care · beds (daily) · England · 25 obs
NHS temporary agency staff spend
Health & Social Care · £ billion · England · 12 obs
Capital programme cost overrun
Health & Social Care · percent (%) · · 4 obs
Health spend per year of life
Health & Social Care · US$ · · 25 obs
GP appointment access
Health & Social Care · percent (%) · · 2 obs
A&E 4-hour standard
Health & Social Care · percent (%) · England · 187 obs
Clinical workforce per 1,000 people
Health & Social Care · number · · 78 obs
Hospital beds per 1,000 people
Health & Social Care · number · · 124 obs
Health spending (% of GDP)
Health & Social Care · percent (%) · · 75 obs
Health spending per person
Health & Social Care · US$ · UK vs Germany & France · 75 obs
Infant mortality
Health & Social Care · number · · 65 obs
Suicide rate
Health & Social Care · number · UK · 22 obs
Measles immunisation
Health & Social Care · number · UK · 45 obs
Out-of-pocket health costs
Health & Social Care · percent (%) · UK · 25 obs
Civil service & NHS workforce turnover
Health & Social Care · percent (%) · · no data locally
Health & social care vacancy rate
Health & Social Care · percent (%) · · 300 obs
Life expectancy at birth
Health & Social Care · years · · 65 obs
Disadvantaged attainment gap
Education · index (rebased) · England · 15 obs
Persistent absence from school
Education · percent (%) · · 6 obs
Early-career teacher attrition
Education · percent (%) · · 24 obs
Local Authority DSG deficits
Education · £ billion · · no data locally
Teacher training recruitment
Education · percent (%) · England · 11 obs
Spending per primary pupil
Education · number · UK vs Germany & France · 46 obs
Education spending (% of GDP)
Education · percent (%) · · 46 obs
Pupil–teacher ratio (primary)
Education · number · · 38 obs
University participation
Education · number · UK · 24 obs
Pending asylum seekers
Home Office · number · · 75 obs
Net migration
Home Office · number · · 55 obs
Crimes resulting in a charge
Home Office · percent (%) · · 11 obs
Shoplifting offences
Home Office · number · · 25 obs
Asylum caseworker turnover
Home Office · percent (%) · · no data locally
Asylum hotel contingency spend
Home Office · £ million per day · · no data locally
Visa processing service standard
Home Office · percent (%) · · 17 obs
Passport processing
Home Office · percent (%) · · 10 obs
Homicide rate
Home Office · number · · 98 obs
Foreign-born population
Home Office · percent (%) · UK · 8 obs
Crown Court outstanding caseload
Justice · number · · 41 obs
Prison officer resignation rate
Justice · percent (%) · · 7 obs
Average cost per prisoner
Justice · £ per year · England & Wales · 5 obs
Crown Court case completion time
Justice · days · · 41 obs
Trained personnel shortfall
Defence · percent (%) · · 56 obs
Critical trades voluntary outflow
Defence · percent (%) · · 51 obs
MoD major projects delivery confidence
Defence · percent (%) · · 4 obs
Force readiness index
Defence · index (0–100) · · no data locally
Defence spending (% of GDP)
Defence · percent (%) · · 65 obs
Armed forces personnel
Defence · number · UK · 33 obs
PIP end-to-end clearance time
Work & Pensions · days · · 155 obs
Work coach caseload ratio
Work & Pensions · number · · no data locally
Fraud & error in benefit spend
Work & Pensions · percent (%) · · 21 obs
Outstanding UC mandatory reconsiderations
Work & Pensions · number · · no data locally
Population aged 65+
Work & Pensions · percent (%) · · 66 obs
Old-age dependency ratio
Work & Pensions · number · UK · 66 obs
Female labour participation
Work & Pensions · percent (%) · UK · 36 obs
Income inequality (Gini)
Work & Pensions · index (rebased) · UK vs Germany & France · 119 obs
Youth unemployment
Work & Pensions · percent (%) · UK · 35 obs
Passenger rail cancellation score
Transport · percent (%) · · 28 obs
Rail fares
Transport · index (rebased) · · 449 obs
Local road condition
Transport · percent (%) · · 18 obs
DVLA paper application backlog
Transport · number · · no data locally
DfT major projects delivery confidence
Transport · percent (%) · · 4 obs
Strategic road network condition
Transport · percent (%) · · 10 obs
Road deaths per 100,000
Transport · number · · 60 obs
CO₂ emissions per person
Transport · number · UK vs Germany & France · 165 obs
Real GDP per head
Treasury · £ · UK · 66 obs
Inflation vs pay growth
Treasury · percent (%) · · 339 obs
Food prices
Treasury · index (rebased) · · 461 obs
Public sector net debt
Treasury · percent (%) · · 33 obs
National debt in cash terms
Treasury · £ billion · · 33 obs
Total tax take
Treasury · percent (%) · · 53 obs
Debt interest
Treasury · percent (%) · · 53 obs
Regional divide
Treasury · ratio (dimensionless) · · 26 obs
Unemployment rate
Treasury · percent (%) · · 662 obs
GDP growth
Treasury · percent (%) · UK · 65 obs
Employment rate
Treasury · percent (%) · UK · 35 obs
Labour force participation
Treasury · percent (%) · UK · 36 obs
Investment
Treasury · percent (%) · UK · 56 obs
Trade openness
Treasury · percent (%) · UK · 56 obs
Gross savings
Treasury · percent (%) · UK · 56 obs
Current account balance
Treasury · percent (%) · UK · 56 obs
GNI per head (PPP)
Treasury · US$ · UK vs Germany & France · 108 obs
Real household income per head
Treasury · £ · UK · 71 obs
Productivity
Treasury · index (rebased) · · 55 obs
Direct vs indirect tax
Treasury · percent (%) · · 106 obs
Budget deficit
Treasury · percent (%) · · 78 obs
Households in temporary accommodation
Housing, Communities & Local Government · number · · 112 obs
Private rents
Housing, Communities & Local Government · index (rebased) · · 122 obs
Council tax
Housing, Communities & Local Government · £ · · 34 obs
Rough sleeping
Housing, Communities & Local Government · number · · 16 obs
New homes added
Housing, Communities & Local Government · number · · 19 obs
Housing affordability
Housing, Communities & Local Government · ratio (dimensionless) · · 29 obs
Social housing waiting list
Housing, Communities & Local Government · number · · 39 obs
Household recycling rate
Environment, Food & Rural Affairs · percent (%) · · 15 obs
Air pollution (PM2.5)
Environment, Food & Rural Affairs · number · UK · 34 obs
Woodland cover
Environment, Food & Rural Affairs · number · UK · 34 obs
Bathing water quality
Environment, Food & Rural Affairs · percent (%) · · 10 obs
Sewage spill hours
Environment, Food & Rural Affairs · hours · · 6 obs
Renewable energy share
Energy Security & Net Zero · percent (%) · UK · 32 obs
Greenhouse gas emissions
Energy Security & Net Zero · number · · 33 obs
Households in fuel poverty
Energy Security & Net Zero · percent (%) · · 16 obs
Domestic electricity price
Energy Security & Net Zero · number · · 16 obs
Energy use per person
Energy Security & Net Zero · number · UK · 35 obs
R&D spending
Science, Innovation & Technology · percent (%) · UK · 28 obs
Researchers in R&D
Science, Innovation & Technology · number · UK · 22 obs
Gigabit broadband coverage
Science, Innovation & Technology · percent (%) · · 3 obs
Internet users
Science, Innovation & Technology · percent (%) · UK · 35 obs
Mobile subscriptions
Science, Innovation & Technology · number · UK · 53 obs
Exports
Business & Trade · percent (%) · UK · 56 obs
High-tech exports
Business & Trade · percent (%) · UK · 18 obs
Business investment
Business & Trade · £ billion · · 117 obs
Retail sales
Business & Trade · index (rebased) · · 365 obs
Foreign direct investment
Business & Trade · percent (%) · UK · 55 obs
Inbound tourism
Culture, Media & Sport · number · UK · 26 obs
Creative industries GVA
Culture, Media & Sport · £ billion · · 15 obs
Adult sport participation
Culture, Media & Sport · percent (%) · · 10 obs
Aid spending (ODA)
Foreign, Commonwealth & Development Office · percent (%) · · 8 obs
Total ODA
Foreign, Commonwealth & Development Office · £ billion · · 3 obs
Major projects delivery confidence
Cabinet Office · percent (%) · · 4 obs
Civil service headcount
Cabinet Office · number · · 109 obs
FOI requests answered in time
Cabinet Office · percent (%) · · 12 obs
Phone wait times
HM Revenue & Customs · minutes · · 23 obs
Tax gap
HM Revenue & Customs · percent (%) · · 20 obs

Built 2026-07-02. Licence: gov-sourced series under OGL v3; World-Bank-derived series under CC BY 4.0 (attribution preserved). See DATA-LICENCE.