FAIR data

MSO's underlying data — the same data powering the interactive observatory — is published as an open, harmonised dataset, organised around the four FAIR principles: Findable, Accessible, Interoperable, Reusable.

F Findable

Every indicator has a stable, human-readable identifier (its indicator_slug), described with rich metadata — title, unit, coverage, citation — in the searchable catalog below and in dataset.jsonld (schema.org Dataset).

A Accessible

Data and metadata are retrievable over plain HTTP, with no authentication, registration, or paywall: as files below, live per indicator (embedded chart + CSV export) in the indicator explorer, or via the interactive observatory.

I Interoperable

Data uses a single, documented long-format schema (indicator / country / year / value) shared across all 151 indicators, in plain CSV — readable by any statistical or programming environment without a custom parser. See the schema below.

R Reusable

Every indicator carries a full source citation, its original licence, and provenance back to the primary data provider, plus MSO's own CC-BY 4.0 licence on the compilation itself. See provenance and licence.

Indicator explorer

Browse or search 121 indicators (a curated subset of the 151 in the full catalog below) to see a live chart and download its data directly from Our World in Data's own API.

Download everything

Two files, joined by indicator_slug: the data itself (151 indicators, ~1.9 million country-year data points, long format), and a catalog giving each indicator's description, unit, coverage, and full source citation and licence.

Download data (CSV, zip, ~13 MB) →   Download indicator catalog (CSV) →

Machine-readable dataset description: dataset.jsonld (schema.org Dataset).

Schema

Two files, joined by indicator_slug:

mso_data.csv.zip — long format, one row per indicator/country/year:

FieldDescription
indicator_slugStable, human-readable identifier for the indicator.
indicator_idNumeric identifier of the underlying variable (Our World in Data grapher ID).
countryCountry or region name.
yearYear of the observation.
valueValue of the indicator for that country-year.

mso_indicators_catalog.csv — one row per indicator:

FieldDescription
indicator_slug, indicator_idJoin keys matching the data file.
name, title_publicFull and public-facing indicator names.
descriptionDefinition of what the indicator measures.
unitUnit of measurement.
num_countries, first_year, last_year, num_data_pointsCoverage of the series actually available.
citationFull source citation, as required for reuse and attribution.
licenseLicence of the original source dataset (may differ from MSO's own CC-BY 4.0 layer).
source_urlLink to the original data provider.

Provenance

Every indicator is sourced from public international databases (UN agencies, World Bank, WHO, SIPRI, World Happiness Report, and others), most via Our World in Data's processing pipeline. The exact source, publisher, and original licence for each indicator is given in its citation and license fields in the catalog — please cite this when reusing the data. Aggregate acknowledgments are also listed on the homepage.

Licence

MSO's own compilation, harmonisation and catalog are released under a Creative Commons Attribution 4.0 (CC-BY 4.0) licence: reuse is free, provided the original source is credited. The underlying data for each indicator remains subject to its original source's licence (documented per-indicator in the license field of mso_indicators_catalog.csv — e.g. CC BY, or a data provider's own terms of use); check it before redistribution. This does not cover the MSO website's own code, design, and text, which remain © Vincent Picouet.

Towards full FAIR compliance

This is a first, minimal implementation. Planned next steps include: per-indicator persistent identifiers (DOIs via Zenodo) and a machine-readable interoperability schema (DCAT) beyond the CSV files above.