{ "_meta": { "project": "Myrdal", "domain": "Demographics, migration & population economics", "schema": "Anu Framework v12.2 / AnuData v1.0", "series_id_scheme": "v2.2 (D primary, XS appendix/external)", "generated_at": "2026-07-31", "tier_0_complete": true, "tier_1_in_progress": true, "sources_loaded": [ "Robin_Census", "WDI", "ClioInfra", "Maddison", "WID" ], "coverage_fields_derivation": "n_rows, coverage_years, year_format, n_periods, geography_level, n_entities, n_countries, n_counties, n_states, duplicate_keys and known_issues are DERIVED on every run from Outputs/Data/chopped//.csv — the file that ships — so they cannot go stale. Where a file has no time axis, coverage_years stays hand-authored and coverage_basis says so. Run `build_series_registry.py --check` to gate the registry against the files without rebuilding.", "series_without_chopped_file": [] }, "series": { "D001": { "display_name": "World population, total", "source": "World Bank WDI (via Robin)", "units": "persons", "content_type": "time_series", "construction": "direct", "frequency": "annual", "wdi_code": "SP.POP.TOTL", "coverage_years": [ 1, 2024 ], "n_countries": null, "notes": "all countries sum available", "series_id": "D001", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 210, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 210, "geography_level": null, "n_entities": null, "n_counties": null, "n_states": null, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D001/D001.csv" }, "D002": { "display_name": "Population, total by country", "source": "World Bank WDI (via Robin)", "units": "persons", "content_type": "time_series", "construction": "direct", "frequency": "annual", "wdi_code": "SP.POP.TOTL", "coverage_years": [ 1960, 2024 ], "n_countries": 217, "notes": "country panel", "series_id": "D002", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 14075, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 65, "geography_level": "country", "n_entities": 217, "n_counties": null, "n_states": null, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D002/D002.csv" }, "D003": { "display_name": "Population ages 0-14, total by country", "source": "World Bank WDI (via Robin)", "units": "persons", "content_type": "time_series", "construction": "direct", "frequency": "annual", "wdi_code": "SP.POP.0014.TO", "coverage_years": [ 1960, 2024 ], "n_countries": 217, "notes": "youth denominator", "series_id": "D003", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 14075, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 65, "geography_level": "country", "n_entities": 217, "n_counties": null, "n_states": null, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D003/D003.csv" }, "D004": { "display_name": "Population ages 15-64 (working-age), total by country", "source": "World Bank WDI (via Robin)", "units": "persons", "content_type": "time_series", "construction": "direct", "frequency": "annual", "wdi_code": "SP.POP.1564.TO", "coverage_years": [ 1960, 2024 ], "n_countries": 217, "notes": "working-age denominator", "series_id": "D004", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 14075, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 65, "geography_level": "country", "n_entities": 217, "n_counties": null, "n_states": null, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D004/D004.csv" }, "D005": { "display_name": "Population ages 65 and above, total by country", "source": "World Bank WDI (via Robin)", "units": "persons", "content_type": "time_series", "construction": "direct", "frequency": "annual", "wdi_code": "SP.POP.65UP.TO", "coverage_years": [ 1960, 2024 ], "n_countries": 217, "notes": "elderly numerator", "series_id": "D005", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 14075, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 65, "geography_level": "country", "n_entities": 217, "n_counties": null, "n_states": null, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D005/D005.csv" }, "D006": { "display_name": "Age dependency ratio (total) by country", "source": "World Bank WDI (via Robin)", "units": "ratio", "content_type": "time_series", "construction": "direct", "frequency": "annual", "wdi_code": "SP.POP.DPND", "coverage_years": [ 1960, 2024 ], "n_countries": 217, "notes": "derived", "series_id": "D006", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 14075, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 65, "geography_level": "country", "n_entities": 217, "n_counties": null, "n_states": null, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D006/D006.csv" }, "D007": { "display_name": "Youth dependency ratio by country", "source": "World Bank WDI (via Robin)", "units": "ratio", "content_type": "time_series", "construction": "direct", "frequency": "annual", "wdi_code": "SP.POP.DPND.YG", "coverage_years": [ 1960, 2024 ], "n_countries": 217, "notes": "derived", "series_id": "D007", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 14075, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 65, "geography_level": "country", "n_entities": 217, "n_counties": null, "n_states": null, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D007/D007.csv" }, "D008": { "display_name": "Old-age dependency ratio by country", "source": "World Bank WDI (via Robin)", "units": "ratio", "content_type": "time_series", "construction": "direct", "frequency": "annual", "wdi_code": "SP.POP.DPND.OL", "coverage_years": [ 1960, 2024 ], "n_countries": 217, "notes": "derived", "series_id": "D008", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 14075, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 65, "geography_level": "country", "n_entities": 217, "n_counties": null, "n_states": null, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D008/D008.csv" }, "D009": { "display_name": "Fertility rate, total (births per woman) by country", "source": "World Bank WDI (via Robin)", "units": "births_per_woman", "content_type": "time_series", "construction": "direct", "frequency": "annual", "wdi_code": "SP.DYN.TFRT.IN", "coverage_years": [ 1960, 2023 ], "n_countries": 217, "notes": "direct", "series_id": "D009", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 13856, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 64, "geography_level": "country", "n_entities": 217, "n_counties": null, "n_states": null, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D009/D009.csv" }, "D010": { "display_name": "Life expectancy at birth, total by country", "source": "World Bank WDI (via Robin)", "units": "years", "content_type": "time_series", "construction": "direct", "frequency": "annual", "wdi_code": "SP.DYN.LE00.IN", "coverage_years": [ 1960, 2023 ], "n_countries": 217, "notes": "direct", "series_id": "D010", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 13854, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 64, "geography_level": "country", "n_entities": 217, "n_counties": null, "n_states": null, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D010/D010.csv" }, "D011": { "display_name": "Net migration by country", "source": "World Bank WDI (via Robin)", "units": "persons", "content_type": "time_series", "construction": "direct", "frequency": "annual", "wdi_code": "SM.POP.NETM", "coverage_years": [ 1960, 2024 ], "n_countries": 217, "notes": "direct", "series_id": "D011", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 14105, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 65, "geography_level": "country", "n_entities": 217, "n_counties": null, "n_states": null, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D011/D011.csv" }, "D012": { "display_name": "International migrant stock (% of population) by country", "source": "World Bank WDI (via Robin)", "units": "percent", "content_type": "time_series", "construction": "direct", "frequency": "annual", "wdi_code": "SM.POP.TOTL.ZS", "coverage_years": [ 1990, 2024 ], "n_countries": 216, "notes": "direct", "series_id": "D012", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 1728, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 8, "geography_level": "country", "n_entities": 216, "n_counties": null, "n_states": null, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D012/D012.csv" }, "D013": { "display_name": "Urban population (% of total) by country", "source": "World Bank WDI (via Robin)", "units": "percent", "content_type": "time_series", "construction": "direct", "frequency": "annual", "wdi_code": "SP.URB.TOTL.IN.ZS", "coverage_years": [ 1960, 2024 ], "n_countries": 215, "notes": "direct", "series_id": "D013", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 13975, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 65, "geography_level": "country", "n_entities": 215, "n_counties": null, "n_states": null, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D013/D013.csv" }, "D014": { "display_name": "Population growth (annual %) by country", "source": "World Bank WDI (via Robin)", "units": "percent", "content_type": "time_series", "construction": "direct", "frequency": "annual", "wdi_code": "SP.POP.GROW", "coverage_years": [ 1961, 2024 ], "n_countries": 217, "notes": "direct", "series_id": "D014", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 13856, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 64, "geography_level": "country", "n_entities": 217, "n_counties": null, "n_states": null, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D014/D014.csv" }, "D015": { "display_name": "Birth rate, crude (per 1,000) by country", "source": "World Bank WDI (via Robin)", "units": "per_1000", "content_type": "time_series", "construction": "direct", "frequency": "annual", "wdi_code": "SP.DYN.CBRT.IN", "coverage_years": [ 1960, 2023 ], "n_countries": 217, "notes": "direct", "series_id": "D015", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 13858, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 64, "geography_level": "country", "n_entities": 217, "n_counties": null, "n_states": null, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D015/D015.csv" }, "D016": { "display_name": "Death rate, crude (per 1,000) by country", "source": "World Bank WDI (via Robin)", "units": "per_1000", "content_type": "time_series", "construction": "direct", "frequency": "annual", "wdi_code": "SP.DYN.CDRT.IN", "coverage_years": [ 1960, 2023 ], "n_countries": 217, "notes": "direct", "series_id": "D016", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 13858, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 64, "geography_level": "country", "n_entities": 217, "n_counties": null, "n_states": null, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D016/D016.csv" }, "D017": { "display_name": "Under-5 mortality rate (per 1,000) by country", "source": "World Bank WDI (via Robin)", "units": "per_1000", "content_type": "time_series", "construction": "direct", "frequency": "annual", "wdi_code": "SH.DYN.MORT", "coverage_years": [ 1960, 2023 ], "n_countries": 196, "notes": "direct", "series_id": "D017", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 11619, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 64, "geography_level": "country", "n_entities": 196, "n_counties": null, "n_states": null, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D017/D017.csv" }, "D018": { "display_name": "Population ages 0-14 (% of total) by country", "source": "World Bank WDI (via Robin)", "units": "percent", "content_type": "time_series", "construction": "direct", "frequency": "annual", "wdi_code": "SP.POP.0014.TO.ZS", "coverage_years": [ null, null ], "n_countries": null, "notes": "direct", "wdi_code_requested_by_build_chopped": "SP.POP.0014.ZS", "series_id": "D018", "publish": true, "triage": { "verdict": "fix", "reason": "the chopped file has 0 data rows. Root cause identified 2026-07-31: build_chopped.py's WDI_MAP requests `SP.POP.0014.ZS`, which is not a World Bank indicator code. The real code is `SP.POP.0014.TO.ZS` and the input extract holds 17,225 rows under it. This is a build defect, NOT an upstream gap, and it is tracked separately from this metadata pass because fixing it changes shipped data.", "date": "2026-07-31" }, "n_rows": 0, "coverage_basis": "no data rows in the chopped file", "year_format": null, "n_periods": null, "geography_level": null, "n_entities": null, "n_counties": null, "n_states": null, "chopped_relpath": "chopped/D018/D018.csv", "status": "data_unavailable" }, "D019": { "display_name": "Working-age population (% of total) by country", "source": "World Bank WDI (via Robin)", "units": "percent", "content_type": "time_series", "construction": "direct", "frequency": "annual", "wdi_code": "SP.POP.1564.TO.ZS", "coverage_years": [ null, null ], "n_countries": null, "notes": "direct", "wdi_code_requested_by_build_chopped": "SP.POP.1564.ZS", "series_id": "D019", "publish": true, "triage": { "verdict": "fix", "reason": "the chopped file has 0 data rows. Root cause identified 2026-07-31: build_chopped.py's WDI_MAP requests `SP.POP.1564.ZS`, which is not a World Bank indicator code. The real code is `SP.POP.1564.TO.ZS` and the input extract holds 17,225 rows under it. This is a build defect, NOT an upstream gap, and it is tracked separately from this metadata pass because fixing it changes shipped data.", "date": "2026-07-31" }, "n_rows": 0, "coverage_basis": "no data rows in the chopped file", "year_format": null, "n_periods": null, "geography_level": null, "n_entities": null, "n_counties": null, "n_states": null, "chopped_relpath": "chopped/D019/D019.csv", "status": "data_unavailable" }, "D020": { "display_name": "Population ages 65+ (% of total) by country", "source": "World Bank WDI (via Robin)", "units": "percent", "content_type": "time_series", "construction": "direct", "frequency": "annual", "wdi_code": "SP.POP.65UP.TO.ZS", "coverage_years": [ 1960, 2024 ], "n_countries": 217, "notes": "direct", "series_id": "D020", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 14105, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 65, "geography_level": "country", "n_entities": 217, "n_counties": null, "n_states": null, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D020/D020.csv" }, "D021": { "display_name": "Historical population, total by country (ClioInfra 1500-2000)", "source": "Clio-Infra (via Robin)", "units": "persons", "content_type": "time_series", "construction": "direct", "frequency": "annual", "coverage_years": [ 1500, 2000 ], "n_countries": 190, "series_id": "D021", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 3221, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 27, "geography_level": "country", "n_entities": 190, "n_counties": null, "n_states": null, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D021/D021.csv" }, "D022": { "display_name": "Historical urban population by country (ClioInfra)", "source": "Clio-Infra (via Robin)", "units": "persons", "content_type": "time_series", "construction": "direct", "frequency": "annual", "coverage_years": [ 1500, 2000 ], "n_countries": 182, "series_id": "D022", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 1722, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 11, "geography_level": "country", "n_entities": 182, "n_counties": null, "n_states": null, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D022/D022.csv" }, "D023": { "display_name": "Long-run population by country (Maddison spliced with WDI)", "source": "Maddison Project DB 2023 (via Robin)", "units": "persons", "content_type": "time_series", "construction": "composite", "frequency": "annual", "coverage_years": [ 1, 2024 ], "n_countries": 221, "components": [ "Maddison Project DB 2023 (year 1 to 1959)", "World Bank WDI SP.POP.TOTL (1960 onward)" ], "notes": "pop in MPD2023 thousands; pop_persons=pop*1000 derived. The shipped file is the P09 spliced spine and carries a per-row `source` column naming which publisher each observation came from.", "series_id": "D023", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 21303, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 210, "geography_level": "country", "n_entities": 246, "n_counties": null, "n_states": null, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D023/D023.csv" }, "D024": { "display_name": "Maddison Project GDP per capita by country (1-2022)", "source": "Maddison Project DB 2023 (via Robin)", "units": "2011_international_dollars_geary_khamis", "content_type": "time_series", "construction": "direct", "frequency": "annual", "coverage_years": [ 1, 2022 ], "n_countries": 169, "series_id": "D024", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 131144, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 776, "geography_level": "country", "n_entities": 169, "n_counties": null, "n_states": null, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D024/D024.csv" }, "D025": { "display_name": "WID total population by country", "source": "World Inequality Database WID (via Robin)", "units": "persons", "content_type": "time_series", "construction": "direct", "frequency": "annual", "coverage_years": [ 1800, 2025 ], "n_countries": 328, "series_id": "D025", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 70021, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 226, "geography_level": "country", "n_entities": null, "n_counties": null, "n_states": null, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D025/D025.csv" }, "D026": { "display_name": "WID female population by country", "source": "World Inequality Database WID (via Robin)", "units": "persons", "content_type": "time_series", "construction": "direct", "frequency": "annual", "coverage_years": [ 1800, 2025 ], "n_countries": 328, "series_id": "D026", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 69981, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 226, "geography_level": "country", "n_entities": null, "n_counties": null, "n_states": null, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D026/D026.csv" }, "D027": { "display_name": "WID male population by country", "source": "World Inequality Database WID (via Robin)", "units": "persons", "content_type": "time_series", "construction": "direct", "frequency": "annual", "coverage_years": [ 1800, 2025 ], "n_countries": 328, "series_id": "D027", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 69981, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 226, "geography_level": "country", "n_entities": null, "n_counties": null, "n_states": null, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D027/D027.csv" }, "D038": { "display_name": "US county net domestic migration (IRS SOI)", "source": "IRS SOI county-to-county migration (irs.gov)", "units": "persons_proxy", "content_type": "time_series", "construction": "direct", "frequency": "annual_flow_period", "coverage_years": [ 2018, 2023 ], "notes": "inflow - outflow of exemptions; returns-based", "series_id": "D038", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 15713, "coverage_basis": "derived from `year` (5 flow periods: 2018-2019 to 2022-2023)", "year_format": "flow_pair", "n_periods": 5, "flow_periods": [ "2018-2019", "2019-2020", "2020-2021", "2021-2022", "2022-2023" ], "geography_level": "us_county", "n_entities": null, "n_countries": null, "n_counties": 3153, "n_states": 51, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D038/D038.csv" }, "D039": { "display_name": "US county-to-county migration flows (IRS SOI, partial extract)", "source": "IRS SOI county-to-county migration (irs.gov)", "units": "persons_proxy", "content_type": "time_series", "construction": "direct", "frequency": "annual_flow_period", "coverage_years": [ 2022, 2023 ], "notes": "origin->destination exemptions. The shipped file is a PARTIAL extract, not the full flow matrix: see n_periods / n_dest_fips for what it actually contains.", "series_id": "D039", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 50, "coverage_basis": "derived from `year` (1 flow period: 2022-2023)", "year_format": "flow_pair", "n_periods": 1, "flow_periods": [ "2022-2023" ], "geography_level": "us_county_pair", "n_entities": 40, "n_countries": null, "n_counties": null, "n_states": null, "n_origin_fips": 36, "n_dest_fips": 40, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D039/D039.csv" }, "D040": { "display_name": "US state net domestic migration (IRS SOI)", "source": "IRS SOI county-to-county migration (irs.gov)", "units": "persons_proxy", "content_type": "time_series", "construction": "direct", "frequency": "annual_flow_period", "coverage_years": [ 2018, 2023 ], "notes": "state rollup of county net migration; state level, no county rows", "series_id": "D040", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 255, "coverage_basis": "derived from `year` (5 flow periods: 2018-2019 to 2022-2023)", "year_format": "flow_pair", "n_periods": 5, "flow_periods": [ "2018-2019", "2019-2020", "2020-2021", "2021-2022", "2022-2023" ], "geography_level": "us_state", "n_entities": null, "n_countries": null, "n_counties": null, "n_states": 51, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D040/D040.csv" }, "D050": { "display_name": "Population by country, IDB (2000-2100 incl. projections)", "source": "Census International Database (IDB API)", "units": "persons", "content_type": "time_series", "construction": "direct", "frequency": "annual", "coverage_years": [ 2000, 2100 ], "notes": "UN WPP substitute; historical 2000-2024 + projection milestones to 2100. Validated vs WDI (median ratio 0.994)", "series_id": "D050", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 6999, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 31, "geography_level": "country", "n_entities": null, "n_countries": 226, "n_counties": null, "n_states": null, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D050/D050.csv" }, "D051": { "display_name": "Total fertility rate by country, IDB (2000-2100)", "source": "Census International Database (IDB API)", "units": "births_per_woman", "content_type": "time_series", "construction": "direct", "frequency": "annual", "coverage_years": [ 2000, 2100 ], "notes": "UN WPP substitute; historical 2000-2024 + projection milestones to 2100. Validated vs WDI (median ratio 0.994)", "series_id": "D051", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 6974, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 31, "geography_level": "country", "n_entities": null, "n_countries": 226, "n_counties": null, "n_states": null, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D051/D051.csv" }, "D052": { "display_name": "Crude birth rate by country, IDB", "source": "Census International Database (IDB API)", "units": "per_1000", "content_type": "time_series", "construction": "direct", "frequency": "annual", "coverage_years": [ 2000, 2100 ], "notes": "UN WPP substitute; historical 2000-2024 + projection milestones to 2100. Validated vs WDI (median ratio 0.994)", "series_id": "D052", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 6987, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 31, "geography_level": "country", "n_entities": null, "n_countries": 226, "n_counties": null, "n_states": null, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D052/D052.csv" }, "D053": { "display_name": "Crude death rate by country, IDB", "source": "Census International Database (IDB API)", "units": "per_1000", "content_type": "time_series", "construction": "direct", "frequency": "annual", "coverage_years": [ 2000, 2100 ], "notes": "UN WPP substitute; historical 2000-2024 + projection milestones to 2100. Validated vs WDI (median ratio 0.994)", "series_id": "D053", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 6987, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 31, "geography_level": "country", "n_entities": null, "n_countries": 226, "n_counties": null, "n_states": null, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D053/D053.csv" }, "D054": { "display_name": "Natural increase by country, IDB", "source": "Census International Database (IDB API)", "units": "persons", "content_type": "time_series", "construction": "direct", "frequency": "annual", "coverage_years": [ 2000, 2100 ], "notes": "UN WPP substitute; historical 2000-2024 + projection milestones to 2100. Validated vs WDI (median ratio 0.994)", "series_id": "D054", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 6987, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 31, "geography_level": "country", "n_entities": null, "n_countries": 226, "n_counties": null, "n_states": null, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D054/D054.csv" }, "D055": { "display_name": "Female population by country, IDB", "source": "Census International Database (IDB API)", "units": "persons", "content_type": "time_series", "construction": "direct", "frequency": "annual", "coverage_years": [ 2000, 2100 ], "notes": "UN WPP substitute; historical 2000-2024 + projection milestones to 2100. Validated vs WDI (median ratio 0.994)", "series_id": "D055", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 6999, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 31, "geography_level": "country", "n_entities": null, "n_countries": 226, "n_counties": null, "n_states": null, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D055/D055.csv" }, "D056": { "display_name": "Population density by country, IDB", "source": "Census International Database (IDB API)", "units": "persons_per_km2", "content_type": "time_series", "construction": "direct", "frequency": "annual", "coverage_years": [ 2000, 2100 ], "notes": "UN WPP substitute; historical 2000-2024 + projection milestones to 2100. Validated vs WDI (median ratio 0.994)", "series_id": "D056", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 7037, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 31, "geography_level": "country", "n_entities": null, "n_countries": 226, "n_counties": null, "n_states": null, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D056/D056.csv" }, "D041": { "display_name": "US county/state total population (ACS 5-Yr full)", "source": "US Census ACS 5-Year API (full county panel)", "units": "persons", "content_type": "time_series", "construction": "direct", "frequency": "annual", "coverage_years": [ 2017, 2022 ], "notes": "full county pull with an explicit `vintage` column and no duplicate (entity, year) keys; supersedes the D028-D037 Robin baseline (L01), which has both", "series_id": "D041", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 19636, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 6, "geography_level": "us_county+state", "n_entities": 3283, "n_countries": null, "n_counties": 3231, "n_states": 52, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D041/D041.csv" }, "D042": { "display_name": "US county/state median age (ACS 5-Yr full)", "source": "US Census ACS 5-Year API (full county panel)", "units": "years", "content_type": "time_series", "construction": "direct", "frequency": "annual", "coverage_years": [ 2017, 2022 ], "notes": "full county pull with an explicit `vintage` column and no duplicate (entity, year) keys; supersedes the D028-D037 Robin baseline (L01), which has both", "series_id": "D042", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 19636, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 6, "geography_level": "us_county+state", "n_entities": 3283, "n_countries": null, "n_counties": 3231, "n_states": 52, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D042/D042.csv" }, "D043": { "display_name": "US county/state Hispanic/Latino population (ACS)", "source": "US Census ACS 5-Year API (full county panel)", "units": "persons", "content_type": "time_series", "construction": "direct", "frequency": "annual", "coverage_years": [ 2017, 2022 ], "notes": "full county pull with an explicit `vintage` column and no duplicate (entity, year) keys; supersedes the D028-D037 Robin baseline (L01), which has both", "series_id": "D043", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 19636, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 6, "geography_level": "us_county+state", "n_entities": 3283, "n_countries": null, "n_counties": 3231, "n_states": 52, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D043/D043.csv" }, "D044": { "display_name": "US county/state White non-Hispanic (ACS)", "source": "US Census ACS 5-Year API (full county panel)", "units": "persons", "content_type": "time_series", "construction": "direct", "frequency": "annual", "coverage_years": [ 2017, 2022 ], "notes": "full county pull with an explicit `vintage` column and no duplicate (entity, year) keys; supersedes the D028-D037 Robin baseline (L01), which has both", "series_id": "D044", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 19636, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 6, "geography_level": "us_county+state", "n_entities": 3283, "n_countries": null, "n_counties": 3231, "n_states": 52, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D044/D044.csv" }, "D045": { "display_name": "US county/state Black non-Hispanic (ACS)", "source": "US Census ACS 5-Year API (full county panel)", "units": "persons", "content_type": "time_series", "construction": "direct", "frequency": "annual", "coverage_years": [ 2017, 2022 ], "notes": "full county pull with an explicit `vintage` column and no duplicate (entity, year) keys; supersedes the D028-D037 Robin baseline (L01), which has both", "series_id": "D045", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 19636, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 6, "geography_level": "us_county+state", "n_entities": 3283, "n_countries": null, "n_counties": 3231, "n_states": 52, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D045/D045.csv" }, "D046": { "display_name": "US county/state foreign-born population (ACS)", "source": "US Census ACS 5-Year API (full county panel)", "units": "persons", "content_type": "time_series", "construction": "direct", "frequency": "annual", "coverage_years": [ 2017, 2022 ], "notes": "full county pull with an explicit `vintage` column and no duplicate (entity, year) keys; supersedes the D028-D037 Robin baseline (L01), which has both", "series_id": "D046", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 19636, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 6, "geography_level": "us_county+state", "n_entities": 3283, "n_countries": null, "n_counties": 3231, "n_states": 52, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D046/D046.csv" }, "D047": { "display_name": "US county/state interstate in-migrants (ACS)", "source": "US Census ACS 5-Year API (full county panel)", "units": "persons", "content_type": "time_series", "construction": "direct", "frequency": "annual", "coverage_years": [ 2017, 2022 ], "notes": "full county pull with an explicit `vintage` column and no duplicate (entity, year) keys; supersedes the D028-D037 Robin baseline (L01), which has both", "series_id": "D047", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 19161, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 6, "geography_level": "us_county+state", "n_entities": 3204, "n_countries": null, "n_counties": 3153, "n_states": 51, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D047/D047.csv" }, "D048": { "display_name": "US county/state international in-migrants (ACS)", "source": "US Census ACS 5-Year API (full county panel)", "units": "persons", "content_type": "time_series", "construction": "direct", "frequency": "annual", "coverage_years": [ 2017, 2022 ], "notes": "full county pull with an explicit `vintage` column and no duplicate (entity, year) keys; supersedes the D028-D037 Robin baseline (L01), which has both", "series_id": "D048", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 19161, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 6, "geography_level": "us_county+state", "n_entities": 3204, "n_countries": null, "n_counties": 3153, "n_states": 51, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D048/D048.csv" }, "D049": { "display_name": "US foreign-born share by state (derived)", "source": "derived from D046 / pop_nativity_total", "units": "ratio", "content_type": "time_series", "construction": "formula", "components": [ "foreign_born", "pop_nativity_total" ], "formula": "foreign_born / pop_nativity_total", "frequency": "annual", "coverage_years": [ 2017, 2022 ], "notes": "P06 processor output. STATE LEVEL ONLY — the shipped file has no county rows, so it cannot answer a county question despite being built from a county-capable source.", "series_id": "D049", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 312, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 6, "geography_level": "us_state", "n_entities": 52, "n_countries": null, "n_counties": null, "n_states": 52, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D049/D049.csv" }, "D057": { "display_name": "US county population by age band (PEP)", "source": "Census Population Estimates Program (PEP charv)", "units": "persons", "content_type": "cross_sectional", "construction": "direct", "frequency": "annual", "coverage_years": [ 2023, 2023 ], "notes": "under-5, 5-9, 10-14, 65+, total bands for dependency computation; one vintage, keyed on `pep_year_code`, long by `band`", "series_id": "D057", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 16110, "coverage_basis": "derived from `pep_year_code` in the chopped file", "year_format": "single_year", "n_periods": 1, "geography_level": "us_county", "n_entities": 3222, "n_countries": null, "n_counties": 3222, "n_states": 52, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D057/D057.csv" }, "D058": { "display_name": "US old-age dependency ratio by county (derived)", "source": "derived from PEP age bands", "units": "ratio", "content_type": "cross_sectional", "construction": "formula", "components": [ "age_65_plus", "working_15_64" ], "formula": "age_65_plus / working_15_64", "value_column": "old_age_dependency_ratio", "frequency": "annual", "coverage_years": [ 2023, 2023 ], "notes": "P02 processor. D058 and D059 are two columns of ONE shipped file, which is why their CSVs are byte-identical; read `value_column`. Components ship in the same file so the ratio can be recomputed rather than trusted. Population-weighted US totals over counties: total dependency 0.549, old-age 0.275.", "series_id": "D058", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 3222, "coverage_basis": "authored — the chopped file is a cross-section with no year column", "year_format": null, "n_periods": null, "geography_level": "us_county", "n_entities": 3222, "n_countries": null, "n_counties": 3222, "n_states": 52, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D058/D058.csv" }, "D059": { "display_name": "US total dependency ratio by county (derived)", "source": "derived from PEP age bands", "units": "ratio", "content_type": "cross_sectional", "construction": "formula", "components": [ "under_15", "age_65_plus", "working_15_64" ], "formula": "(under_15 + age_65_plus) / working_15_64", "value_column": "total_dependency_ratio", "frequency": "annual", "coverage_years": [ 2023, 2023 ], "notes": "P02 processor. D058 and D059 are two columns of ONE shipped file, which is why their CSVs are byte-identical; read `value_column`. Components ship in the same file so the ratio can be recomputed rather than trusted. Population-weighted US totals over counties: total dependency 0.549, old-age 0.275.", "series_id": "D059", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 3222, "coverage_basis": "authored — the chopped file is a cross-section with no year column", "year_format": null, "n_periods": null, "geography_level": "us_county", "n_entities": 3222, "n_countries": null, "n_counties": 3222, "n_states": 52, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/D059/D059.csv" }, "D028": { "display_name": "US county/state total population (ACS)", "source": "US Census ACS (via Robin baseline)", "units": "persons", "content_type": "time_series", "construction": "direct", "frequency": "annual", "coverage_years": [ 2015, 2022 ], "notes": "Robin ACS baseline. Superseded for analysis by the D041-D048 full ACS panel, which carries an explicit `vintage` column and has no duplicate keys. Kept for cross-validation.", "series_id": "D028", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 28865, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 8, "geography_level": "us_county+state", "n_entities": 3283, "n_countries": null, "n_counties": 3231, "n_states": 52, "duplicate_keys": 2685, "duplicate_keys_conflicting": 2684, "known_issues": [ "2,685 duplicate (entity, state, county, year) keys, 2,684 of them carrying CONFLICTING values — this file cannot be joined on that key without a de-duplication rule; the D041-D048 ACS panel carries an explicit `vintage` column and does not have this problem." ], "chopped_relpath": "chopped/D028/D028.csv" }, "D029": { "display_name": "US county/state median age (ACS)", "source": "US Census ACS (via Robin baseline)", "units": "years", "content_type": "time_series", "construction": "direct", "frequency": "annual", "coverage_years": [ 2015, 2022 ], "notes": "Robin ACS baseline. Superseded for analysis by the D041-D048 full ACS panel, which carries an explicit `vintage` column and has no duplicate keys. Kept for cross-validation.", "series_id": "D029", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 28865, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 8, "geography_level": "us_county+state", "n_entities": 3283, "n_countries": null, "n_counties": 3231, "n_states": 52, "duplicate_keys": 2685, "duplicate_keys_conflicting": 2564, "known_issues": [ "2,685 duplicate (entity, state, county, year) keys, 2,564 of them carrying CONFLICTING values — this file cannot be joined on that key without a de-duplication rule; the D041-D048 ACS panel carries an explicit `vintage` column and does not have this problem." ], "chopped_relpath": "chopped/D029/D029.csv" }, "D030": { "display_name": "US county/state White population (ACS)", "source": "US Census ACS (via Robin baseline)", "units": "persons", "content_type": "time_series", "construction": "direct", "frequency": "annual", "coverage_years": [ 2015, 2022 ], "notes": "Robin ACS baseline. Superseded for analysis by the D041-D048 full ACS panel, which carries an explicit `vintage` column and has no duplicate keys. Kept for cross-validation.", "series_id": "D030", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 28796, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 8, "geography_level": "us_county+state", "n_entities": 3283, "n_countries": null, "n_counties": 3231, "n_states": 52, "duplicate_keys": 2616, "duplicate_keys_conflicting": 2614, "known_issues": [ "2,616 duplicate (entity, state, county, year) keys, 2,614 of them carrying CONFLICTING values — this file cannot be joined on that key without a de-duplication rule; the D041-D048 ACS panel carries an explicit `vintage` column and does not have this problem." ], "chopped_relpath": "chopped/D030/D030.csv" }, "D031": { "display_name": "US county/state Black population (ACS)", "source": "US Census ACS (via Robin baseline)", "units": "persons", "content_type": "time_series", "construction": "direct", "frequency": "annual", "coverage_years": [ 2015, 2022 ], "notes": "Robin ACS baseline. Superseded for analysis by the D041-D048 full ACS panel, which carries an explicit `vintage` column and has no duplicate keys. Kept for cross-validation.", "series_id": "D031", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 28796, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 8, "geography_level": "us_county+state", "n_entities": 3283, "n_countries": null, "n_counties": 3231, "n_states": 52, "duplicate_keys": 2616, "duplicate_keys_conflicting": 2614, "known_issues": [ "2,616 duplicate (entity, state, county, year) keys, 2,614 of them carrying CONFLICTING values — this file cannot be joined on that key without a de-duplication rule; the D041-D048 ACS panel carries an explicit `vintage` column and does not have this problem." ], "chopped_relpath": "chopped/D031/D031.csv" }, "D032": { "display_name": "US county/state Asian population (ACS)", "source": "US Census ACS (via Robin baseline)", "units": "persons", "content_type": "time_series", "construction": "direct", "frequency": "annual", "coverage_years": [ 2015, 2022 ], "notes": "Robin ACS baseline. Superseded for analysis by the D041-D048 full ACS panel, which carries an explicit `vintage` column and has no duplicate keys. Kept for cross-validation.", "series_id": "D032", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 28796, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 8, "geography_level": "us_county+state", "n_entities": 3283, "n_countries": null, "n_counties": 3231, "n_states": 52, "duplicate_keys": 2616, "duplicate_keys_conflicting": 2611, "known_issues": [ "2,616 duplicate (entity, state, county, year) keys, 2,611 of them carrying CONFLICTING values — this file cannot be joined on that key without a de-duplication rule; the D041-D048 ACS panel carries an explicit `vintage` column and does not have this problem." ], "chopped_relpath": "chopped/D032/D032.csv" }, "D033": { "display_name": "US county/state Hispanic/Latino population (ACS)", "source": "US Census ACS (via Robin baseline)", "units": "persons", "content_type": "time_series", "construction": "direct", "frequency": "annual", "coverage_years": [ 2015, 2022 ], "notes": "Robin ACS baseline. Superseded for analysis by the D041-D048 full ACS panel, which carries an explicit `vintage` column and has no duplicate keys. Kept for cross-validation.", "series_id": "D033", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 26709, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 8, "geography_level": "us_county+state", "n_entities": 3283, "n_countries": null, "n_counties": 3231, "n_states": 52, "duplicate_keys": 529, "duplicate_keys_conflicting": 529, "known_issues": [ "529 duplicate (entity, state, county, year) keys, 529 of them carrying CONFLICTING values — this file cannot be joined on that key without a de-duplication rule; the D041-D048 ACS panel carries an explicit `vintage` column and does not have this problem." ], "chopped_relpath": "chopped/D033/D033.csv" }, "D034": { "display_name": "US county/state median household income (ACS)", "source": "US Census ACS (via Robin baseline)", "units": "usd", "content_type": "time_series", "construction": "direct", "frequency": "annual", "coverage_years": [ 2015, 2022 ], "notes": "Robin ACS baseline. Superseded for analysis by the D041-D048 full ACS panel, which carries an explicit `vintage` column and has no duplicate keys. Kept for cross-validation.", "series_id": "D034", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 28860, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 8, "geography_level": "us_county+state", "n_entities": 3283, "n_countries": null, "n_counties": 3231, "n_states": 52, "duplicate_keys": 2685, "duplicate_keys_conflicting": 2685, "known_issues": [ "2,685 duplicate (entity, state, county, year) keys, 2,685 of them carrying CONFLICTING values — this file cannot be joined on that key without a de-duplication rule; the D041-D048 ACS panel carries an explicit `vintage` column and does not have this problem." ], "chopped_relpath": "chopped/D034/D034.csv" }, "D035": { "display_name": "US county/state labor force (ACS)", "source": "US Census ACS (via Robin baseline)", "units": "persons", "content_type": "time_series", "construction": "direct", "frequency": "annual", "coverage_years": [ 2015, 2022 ], "notes": "Robin ACS baseline. Superseded for analysis by the D041-D048 full ACS panel, which carries an explicit `vintage` column and has no duplicate keys. Kept for cross-validation.", "series_id": "D035", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 28864, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 8, "geography_level": "us_county+state", "n_entities": 3283, "n_countries": null, "n_counties": 3231, "n_states": 52, "duplicate_keys": 2685, "duplicate_keys_conflicting": 2685, "known_issues": [ "2,685 duplicate (entity, state, county, year) keys, 2,685 of them carrying CONFLICTING values — this file cannot be joined on that key without a de-duplication rule; the D041-D048 ACS panel carries an explicit `vintage` column and does not have this problem." ], "chopped_relpath": "chopped/D035/D035.csv" }, "D036": { "display_name": "US county/state unemployed (ACS)", "source": "US Census ACS (via Robin baseline)", "units": "persons", "content_type": "time_series", "construction": "direct", "frequency": "annual", "coverage_years": [ 2015, 2022 ], "notes": "Robin ACS baseline. Superseded for analysis by the D041-D048 full ACS panel, which carries an explicit `vintage` column and has no duplicate keys. Kept for cross-validation.", "series_id": "D036", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 28864, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 8, "geography_level": "us_county+state", "n_entities": 3283, "n_countries": null, "n_counties": 3231, "n_states": 52, "duplicate_keys": 2685, "duplicate_keys_conflicting": 2685, "known_issues": [ "2,685 duplicate (entity, state, county, year) keys, 2,685 of them carrying CONFLICTING values — this file cannot be joined on that key without a de-duplication rule; the D041-D048 ACS panel carries an explicit `vintage` column and does not have this problem." ], "chopped_relpath": "chopped/D036/D036.csv" }, "D037": { "display_name": "US county/state housing units (ACS)", "source": "US Census ACS (via Robin baseline)", "units": "persons", "content_type": "time_series", "construction": "direct", "frequency": "annual", "coverage_years": [ 2015, 2022 ], "notes": "Robin ACS baseline. Superseded for analysis by the D041-D048 full ACS panel, which carries an explicit `vintage` column and has no duplicate keys. Kept for cross-validation.", "series_id": "D037", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 28865, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 8, "geography_level": "us_county+state", "n_entities": 3283, "n_countries": null, "n_counties": 3231, "n_states": 52, "duplicate_keys": 2685, "duplicate_keys_conflicting": 2685, "known_issues": [ "2,685 duplicate (entity, state, county, year) keys, 2,685 of them carrying CONFLICTING values — this file cannot be joined on that key without a de-duplication rule; the D041-D048 ACS panel carries an explicit `vintage` column and does not have this problem." ], "chopped_relpath": "chopped/D037/D037.csv" }, "XS001": { "display_name": "US state population by race (cross-project extract)", "source": "derived from D030-D033", "units": "persons", "content_type": "time_series", "construction": "composite", "frequency": "annual", "coverage_years": [ 2015, 2022 ], "xs_class": "appendix", "xs_attribution": "cross-project feed (incarceration demographics)", "series_id": "XS001", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 1, "coverage_basis": "authored — the chopped file is a cross-section with no year column", "year_format": null, "n_periods": null, "geography_level": null, "n_entities": null, "n_countries": null, "n_counties": null, "n_states": null, "chopped_relpath": "chopped/XS001/XS001.csv" }, "XS002": { "display_name": "Working-age population by country (cross-project extract)", "source": "derived from D004", "units": "persons", "content_type": "time_series", "construction": "direct", "frequency": "annual", "coverage_years": [ 1960, 2024 ], "xs_class": "external_study", "xs_attribution": "cross-project feed (labor supply)", "series_id": "XS002", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 14075, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 65, "geography_level": "country", "n_entities": 217, "n_countries": 217, "n_counties": null, "n_states": null, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/XS002/XS002.csv" }, "XS003": { "display_name": "Elderly dependency ratio (cross-project extract)", "source": "derived from D008", "units": "ratio", "content_type": "time_series", "construction": "formula", "components": [ "SP.POP.65UP.TO", "SP.POP.1564.TO" ], "formula": "pop_65_plus / pop_15_64", "frequency": "annual", "coverage_years": [ 1960, 2024 ], "xs_class": "external_study", "xs_attribution": "cross-project feed (healthcare demand)", "series_id": "XS003", "publish": true, "triage": { "verdict": "verified", "reason": "loaded from canonical source", "date": "2026-07-27" }, "n_rows": 14075, "coverage_basis": "derived from `year` in the chopped file", "year_format": "single_year", "n_periods": 65, "geography_level": "country", "n_entities": 217, "n_countries": 217, "n_counties": null, "n_states": null, "duplicate_keys": 0, "duplicate_keys_conflicting": 0, "chopped_relpath": "chopped/XS003/XS003.csv" } } }