Data architecture

Every number needs a trail.

The website reads canonical master files at build time. It does not hard-code country scores into templates, and a missing observation never becomes a zero.

Data pipeline readyAdd the two canonical master CSVs to data/raw/. The site will populate automatically on the next build.Data status →

Latest rows0

Historical rows0

Latest countries—

Historical span—

Open automated data audit →Research rules

CANONICAL

Latest snapshot

08_DATA_MASTER_LATEST.csv

Standardized scores, levels, ranks, 3-year and 20-year trend labels, plus provenance fields.

CANONICAL

Historical master

09_DATA_MASTER_TIMESERIES.csv

Country-year series for Identity, Drive, Grit, combined measures, fracture, openness and provenance.

RULE

One source of truth

Legacy duplicate master files are not combined with the canonical files.

Expected latest fields

iso3countryasof_yearidentity_zidentity_levelidentity_rankidentity_20yidentity_3yidentity_sourcedrive_zgrit_zcombo_avg_zidentity_fracture_zopenness_exposure_z

Build-time connection

data/raw/08_DATA_MASTER_LATEST.csvdata/raw/09_DATA_MASTER_TIMESERIES.csvnpm run build