Data downloads
A published run, whole, for anyone who wants to check it or build on it.
Each published run can be downloaded as four tables in CSV and Parquet: its figures for every product, what carries each figure, the products it compared in pairs, and €1,000 of spending per category. Every row carries its run, scenario, interval and grade, and every file states the licence its sources decide.
Nothing to download yet
No run is published, so there is nothing to download. When one is, its files are listed here, each with its size, its checksum and its licence.
What a download holds
- products — Every product’s figures: deaths and injuries, per unit and per kilogram on the material route, per €1,000 on the monetary one — each with its interval and grade.
- contributions — What carries each figure: its breakdown by raw material, country, conflict, harm channel or industry. Central shares, with no interval of their own.
- pairs — Products compared in pairs, drawn under one seed: the interval of their ratio, and a verdict only where the whole interval lies on one side of 1.
- spend — €1,000 of EU households’ spending in each consumption category, grouped against all spending together — never ranked.
- readme — The run, the licence, every source’s credit line, the caveats and a dictionary of every column.
The rules the files keep
- Every row carries its run, scenario, system, year, methodology and data version, so a row copied out of the file still says what it is.
- Two significant figures, as on the pages and in the API. A figure graded INDICATIVE has no central value — only its range.
- Nothing a publisher restricts leaves the server: every column is a result of the run, never a source’s raw row.
- Production phase only, and every figure is a floor: harm the model cannot attribute is not counted.
The licence, file by file
A file is offered under the licence its inputs decide: the strictest share-alike licence among the releases behind the run, or CC BY 4.0 when there is none. While the World Health Organization’s Global Health Estimates are among the inputs, that makes the model’s figures CC BY-NC-SA 3.0 IGO: reuse them non-commercially, credit every source, and share what you derive under the same licence. The licence is stated in each file’s header, in its metadata, and in the README beside it.
A file is served only while its bytes match its checksum and the licence gate still names the licence it states. Anything else is withheld until it is exported again.
How to cite a download
By its run: HumanToll <year>, run <id>, methodology v<version>. https://quiescence.eu/humantoll/data/ — and credit every source in the README.
The API
The same figures one at a time, with the same apparatus: the REST API, free and unauthenticated.
API reference → · OpenAPI document
HumanToll is a research project, not a commercial service. For advanced access to its data, contact us at info@quiescence.eu.