Data Sources

Where the numbers come from

Every dashboard and tool on this site is built on public data. Here’s the full ledger — provider, the slice used, how often it refreshes, and which surfaces it feeds. Making the complex obvious means showing the receipts.

Happiness & well-being

Gallup World Poll / UN SDSN, via Our World in Data

Self-reported life satisfaction on a 0–10 ladder, the headline metric of the World Happiness Report. Feeds the tidy country-year core panel (happiness-suicide-panel.csv). The latest snapshot uses the 2023–2025 mean to match the WHR 2026 three-year window; the per-country factor decomposition comes from the official WHR 2026 “Data for Figure 2.1” download, which carries every edition 2011–2025.

Vintage
2005–2025 (2011+ from OWID; 2005–2010 reconstructed from the WHR 2023 “Data for Table 2.1” panel as trailing 3-year means, matching the report methodology)
License
CC BY 4.0 (Our World in Data)

Suicide mortality rate

Periodic (WHO estimate cycles) — scripts/fetch-suicide-panel.mjs

World Bank (SH.STA.SUIC.P5) · WHO age-standardized estimates

Deaths from self-harm per 100,000 population, every year the indicator carries. Merged with the Cantril ladder into the tidy country-year core panel (happiness-suicide-panel.csv) that the happiness views derive from. The IHME/OWID series is license-blocked from CSV redistribution, so the World Bank indicator is used.

Vintage
2000–2021 panel, 185 countries (2021 drives the latest snapshot; 2016 WHO rates for the 2019 snapshot)
License
CC BY 4.0 (World Bank Open Data)

Kaggle / UN SDSN

The original combined file — happiness score, six explanatory factors, plus suicide rate, Gini, and life expectancy — behind the 2019 snapshot of the Relative Deprivation dashboard.

Vintage
2019 report (147 countries)

Economics

World Bank (NY.GDP.PCAP.PP.KD)

Purchasing-power-adjusted income per person, used to test whether happiness tracked economic growth over the decade.

Vintage
2015–2024
License
CC BY 4.0 (World Bank Open Data)

World Bank (SP.DYN.LE00.IN)

Years a newborn is expected to live, cross-referenced against happiness change (the window includes the COVID-era drop).

Vintage
2015–2024
License
CC BY 4.0 (World Bank Open Data)

U.S. macro indicators

Refreshed weekdays (GitHub Action)

FRED — Federal Reserve Bank of St. Louis

Treasuries, mortgage rates, employment, housing, and market series behind the live economic dashboard. Per-series provenance is shown in the dashboard’s own Data Table view.

Vintage
Full history through current month

Housing

Ogden-metro housing listings

Daily (Claude scheduled task)

Public listing sites (scraped)

Rent and for-sale listings across the Ogden, UT metro, geocoded and merged into a cumulative catalogue with days-on-market and price history.

Vintage
Cumulative, with price history

Work & pay

Tech & AI compensation

Static snapshot

levels.fyi

Crowd-sourced total-compensation data by title, company, and experience, behind the salary explorer.

Vintage
Self-reported salary submissions

Culture & sport

FIFA World Cup 2026 bracket

Manual, as rounds complete (scripts/sources/world-cup-2026.json)

FIFA, via Wikipedia

The 48 qualified nations and each knockout round, cross-checked against CBS Sports and Yahoo Sports, plus every champion since 2006. Powers the World Cup lens on the happiness paradox chart — each round becomes a country grouping with its own extremes, cluster mix, and trend vs. the world — and the "does winning make a country happier" strip. England and Scotland join to United Kingdom data.

Vintage
2026 tournament, through the quarter-finals (as of Jul 9, 2026)

A note on method

Where a dashboard needs a field the source computes in-flight — a percentile, a cluster, a ratio — it’s re-derived by a committed, deterministic script so the result is reproducible. Each dashboard links back here, and to its original where one exists.