# Reusable data and reproduction

This is Alisson Bento’s original modified analysis of Eurostat aggregate statistics, not a translated Eurostat publication. Eurostat is not responsible for these analyses. The observation year is 2022; source revision and retrieval dates are 24 April and 28 October 2026. The population is persons aged 16+ in private households.

The original JSON-stat file is not bundled. Obtain the source legitimately from https://ec.europa.eu/eurostat/api/dissemination/statistics/1.0/data/ilc_scp27?lang=en and verify SHA256 `985d8d2c7d29c0ff83a7d5eb25a923db7290ca7e2a0d5f93d01a7952b8b5c1c4`. A later source revision may differ: the scripts deliberately reject different bytes. If the exact frozen snapshot is unavailable, the included source-linked CSVs remain inspectable, but an exact rerun cannot be claimed.

Run `python reproduce-country.py ORIGINAL_JSON OUTPUT_DIRECTORY` and `python reproduce-appendix.py ORIGINAL_JSON OUTPUT_DIRECTORY`. Both use the Python standard library and make no network requests. The appendix script emits `source-cells.csv`, distributed here as `appendix-source-cells.csv`. All 35 country/aggregate rows and 204 PT/ES/EU strata are retained. Flags, missing cells and source indices remain explicit. The unfinished Austria appendix and its shared source-cell file are excluded. Strata overlap and must not be summed or treated as independent observations.

Eurostat-provided data and metadata retain the terms stated in its copyright notice, including attribution and applicable exceptions. The original-analysis licence does not replace those terms.

Original analysis expression and arrangement: CC BY 4.0. Original code: MIT. See `reuse.json` and `CODE-LICENSE.txt`. These grants do not assert ownership of facts or license third-party policy text, logos or other source material. No raw source PDF, HTML, original JSON, contact details or private input is bundled. CSV values are exact canonical tokens; blanks remain missing, not zero. Technical identifiers are stable. Native article labels are supplied separately.