ilo sike
A user-shaped atlas of countries β powered by data, enriched by culture, designed for discovery.
What it is
ilo sike lets you define your own idea of what makes a country "better," then instantly see rankings based on those values. You mix classic development indicators with quality-of-life factors and playful cultural ones, and the ranking updates live.
How the score works
- Each metric is normalized to a 0β1 range across all countries using min-max.
- You can flip the direction (β/β) per metric, so "low innovation" or "high cost of living" can win.
- Your score is a weighted average of the active metrics, scaled to 0β100.
- Missing values are skipped and the weights are renormalized automatically.
- Countries show a data coverage percentage so you know how complete the score is.
About the data
The atlas covers 224 countries and territories with 37 metrics. 21 metrics carry real, cited, per-country-dated values (most over 150 countries), and all 15 creative/playful metrics have curated 0β100 scores for ~200 countries. Real-data cells show their vintage as a tiny year badge (e.g. '23), and metrics with multi-year history render a small trend sparkline next to the value.
Real metrics (21)
- GDP per capita β World Bank
NY.GDP.PCAP.CD. 194. - Human Development Index β UNDP HDR 2023/24. 193.
- Life expectancy β OWID (HMD + UN WPP). 211.
- Unemployment β World Bank / ILO
SL.UEM.TOTL.ZS. 184. - Income equality (100 β Gini) β World Bank Poverty and Inequality Platform. 155.
- Innovation index β WIPO Global Innovation Index 2024. 133.
- Happiness β World Happiness Report 2024 (Cantril Life Ladder). 140.
- Safety β derived from UNODC / World Bank homicide rate (
VC.IHR.PSRC.P5). 188. - Healthcare β WHO / World Bank UHC Service Coverage Index (
SH.UHC.SRVS.CV.XD). 183. - Education β OWID mean years of schooling (Lee-Lee / Barro-Lee / UNDP), scaled 0β100. 194.
- Cost of living β Numbeo Cost of Living Index 2024. 121.
- Internet speed β Ookla Speedtest Global Index 2024. 160.
- Sunshine hours β Wikipedia composite. 178.
- Corruption perceptions β Transparency International CPI 2024. 181.
- Press freedom β RSF World Press Freedom Index 2024. 178.
- Political stability β World Bank WGI 2022 (
PV.PER.RNK). 203. - Renewable electricity β OWID / Ember Global Electricity Review 2023. 169.
- Air quality β derived from World Bank PM2.5 (
EN.ATM.PM25.MC.M3, 2020). 198. - Gender equality β WEF Global Gender Gap 2024. 146.
- Green space (forest cover proxy) β World Bank
AG.LND.FRST.ZS. 204. - Public transit (urban pop proxy) β World Bank
SP.URB.TOTL.IN.ZS. 206.
Creative / playful metrics (15, curated)
Tagged playful in the UI and covering ~200 countries each: food variety, coffee culture, cheese variety, music influence, literary output, festival frequency, wildlife density, adventure score, beach quality, astronomy potential, ghost-story richness, board-game culture, meme culture, puzzle-solving prowess, and time-travel appeal. These are subjective curatorial estimates β opinionated by design.
Reproducibility
The pipeline is open: legacy time-series JSONs (from an earlier prototype committed to git) are reduced to latest-value form by scripts/reduce-legacy-data.mjs, merged with hand-curated estimates and country metadata by scripts/build-dataset.mjs, and written into src/data/countries/generated.ts. Running npm run data:allregenerates everything.
What's next
- Historical series for the other 16 real metrics (pipeline already supports sparklines, but only the 5 legacy metrics have 20-year histories).
- Shareable configurations (URL-encoded weights) and saved presets.
- User-uploaded indicators.
- Tighten the creative metrics via crowd review.
Built from scratch as a Next.js app. Start exploring β