{
  "pack": "productivity_informality",
  "title": "Productivity & informality SEA",
  "as_of": "2026-09-18",
  "timezone": "Europe/London",
  "linear_issue": "MED2-69",
  "coverage_iso3": ["BRN","KHM","IDN","LAO","MYS","MMR","PHL","SGP","THA","VNM","TLS"],
  "sources": [
    {
      "id": "wdi_sl_gdp_pcap_em_kd",
      "name": "World Bank WDI SL.GDP.PCAP.EM.KD",
      "label": "GDP per person employed (constant 2021 PPP $)",
      "url": "https://api.worldbank.org/v2/country/{iso2}/indicator/SL.GDP.PCAP.EM.KD?format=json&per_page=100&date=2010:2025",
      "raw": "_raw/wdi_gdp_emp_*.json",
      "used_for": ["gdp_per_employed_ppp", "timeseries"],
      "lastupdated": "2026-07-13",
      "pull_date": "2026-09-18"
    },
    {
      "id": "wdi_sl_emp_self_zs",
      "name": "World Bank WDI SL.EMP.SELF.ZS",
      "label": "Self-employed (% of total employment)",
      "url": "https://api.worldbank.org/v2/country/{iso2}/indicator/SL.EMP.SELF.ZS?format=json&per_page=100&date=2010:2025",
      "raw": "_raw/wdi_self_*.json",
      "used_for": ["self_employed_pct", "timeseries"],
      "lastupdated": "2026-07-13",
      "pull_date": "2026-09-18",
      "notes": "Secondary panel only — not a substitute for informal %"
    },
    {
      "id": "ilostat_sdg_0831",
      "name": "ILOSTAT SDG_0831_SEX_ECO_RT",
      "label": "SDG 8.3.1 informal employment % of total employment (SEX_T, ECO_SECTOR_TOTAL)",
      "url": "https://ilostat.ilo.org/topics/informality/",
      "raw": [
        "_raw/hf_0831.parquet",
        "_raw/hf_0831_test.parquet",
        "_raw/ilo_sdg_0831_asia_combined.parquet",
        "_raw/ilo_informal_sea_total.csv"
      ],
      "used_for": ["informal_employment_pct", "timeseries"],
      "pull_date": "2026-09-18",
      "notes": "Electric Sheep Asia ILOSTAT Asia extract (CC-BY-4.0); rplumber live API returned empty from this host — HF extract used as verified ILOSTAT mirror. PHL/MYS/SGP absent = GAP."
    }
  ],
  "rules": [
    "No invented productivity or informal figures",
    "Empty cells stay empty (documented in gaps.md)",
    "Never average productivity with informality",
    "Self-employed is secondary only — never relabel as informal %",
    "British English in docs"
  ],
  "files": [
    "scoreboard.csv",
    "scoreboard_wide.csv",
    "timeseries.csv",
    "gaps.md",
    "README.md",
    "provenance.json"
  ]
}