{
  "data": [
    {
      "id": "stat_11WH4FQMGRBNJYVSJ4H1VFPBTW",
      "url": "https://statorigin.org/stat/stat_11WH4FQMGRBNJYVSJ4H1VFPBTW",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "TR",
        "name": "Turkiye",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 3,
      "value_text": "3",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"TUR\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, TR, 2026-10-01 to 2026-10-31: 3 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "TUR",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
            "AD": "AD",
            "AE": "AE",
            "AF": "AF",
            "AG": "AG",
            "AL": "AL",
            "AM": "AM",
            "AO": "AO",
            "AR": "AR",
            "AT": "AT",
            "AU": "AU",
            "AW": "AW",
            "AZ": "AZ",
            "BA": "BA",
            "BB": "BB",
            "BD": "BD",
            "BE": "BE",
            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
            "BJ": "BJ",
            "BM": "BM",
            "BN": "BN",
            "BO": "BO",
            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_11WH4FQMGRBNJYVSJ4H1VFPBTW",
        "bibtex": "@misc{fide2026fidevfpbtw,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_11WH4FQMGRBNJYVSJ4H1VFPBTW},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_18CPMAAP7F6KHCSRAEKAY3E5N3",
      "url": "https://statorigin.org/stat/stat_18CPMAAP7F6KHCSRAEKAY3E5N3",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "SI",
        "name": "Slovenia",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 4,
      "value_text": "4",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"SLO\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, SI, 2026-10-01 to 2026-10-31: 4 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "SLO",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
            "AD": "AD",
            "AE": "AE",
            "AF": "AF",
            "AG": "AG",
            "AL": "AL",
            "AM": "AM",
            "AO": "AO",
            "AR": "AR",
            "AT": "AT",
            "AU": "AU",
            "AW": "AW",
            "AZ": "AZ",
            "BA": "BA",
            "BB": "BB",
            "BD": "BD",
            "BE": "BE",
            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
            "BJ": "BJ",
            "BM": "BM",
            "BN": "BN",
            "BO": "BO",
            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_18CPMAAP7F6KHCSRAEKAY3E5N3",
        "bibtex": "@misc{fide2026fidey3e5n3,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_18CPMAAP7F6KHCSRAEKAY3E5N3},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_18Q4E6FA88B6JBAWTCW4W05KHA",
      "url": "https://statorigin.org/stat/stat_18Q4E6FA88B6JBAWTCW4W05KHA",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "RS",
        "name": "Serbia",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 21,
      "value_text": "21",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"SRB\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, RS, 2026-10-01 to 2026-10-31: 21 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "SRB",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
            "AD": "AD",
            "AE": "AE",
            "AF": "AF",
            "AG": "AG",
            "AL": "AL",
            "AM": "AM",
            "AO": "AO",
            "AR": "AR",
            "AT": "AT",
            "AU": "AU",
            "AW": "AW",
            "AZ": "AZ",
            "BA": "BA",
            "BB": "BB",
            "BD": "BD",
            "BE": "BE",
            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
            "BJ": "BJ",
            "BM": "BM",
            "BN": "BN",
            "BO": "BO",
            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
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          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_18Q4E6FA88B6JBAWTCW4W05KHA",
        "bibtex": "@misc{fide2026fidew05kha,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_18Q4E6FA88B6JBAWTCW4W05KHA},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_1XS89P53A2XF41PZ5T9SJS8YEN",
      "url": "https://statorigin.org/stat/stat_1XS89P53A2XF41PZ5T9SJS8YEN",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "AU",
        "name": "Australia",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 3,
      "value_text": "3",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"AUS\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, AU, 2026-10-01 to 2026-10-31: 3 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "AUS",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
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          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
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            "region": "Fed",
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          "region_map": {
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            "CF": "CF",
            "CG": "CG",
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            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
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            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
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            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
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            "QA": "QA",
            "RO": "RO",
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            "RU": "RU",
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            "SI": "SI",
            "SK": "SK",
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            "SO": "SO",
            "SR": "SR",
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            "SV": "SV",
            "SY": "SY",
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            "TD": "TD",
            "TG": "TG",
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            "TJ": "TJ",
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            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
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            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
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            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
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            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
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            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
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            "FIJ": "FJ",
            "FIN": "FI",
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            "GAB": "GA",
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            "GEO": "GE",
            "GEQ": "GQ",
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            "GHA": "GH",
            "GRE": "GR",
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            "GUA": "GT",
            "GUI": "GN",
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            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
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            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
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            "MYA": "MM",
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            "QAT": "QA",
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            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
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            "SRB": "RS",
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            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
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      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_1XS89P53A2XF41PZ5T9SJS8YEN",
        "bibtex": "@misc{fide2026fidejs8yen,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_1XS89P53A2XF41PZ5T9SJS8YEN},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
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      "id": "stat_29S11RJ6ND33VJC4SXJ6S98C7X",
      "url": "https://statorigin.org/stat/stat_29S11RJ6ND33VJC4SXJ6S98C7X",
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        "slug": "fide-woman-grandmasters",
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      },
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        {
          "slug": "chess",
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        }
      ],
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        "code": "KZ",
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      },
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        "start": "2026-10-01",
        "end": "2026-10-31",
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        "org": "World Chess Federation",
        "org_short_name": "FIDE",
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        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
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          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
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            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_29S11RJ6ND33VJC4SXJ6S98C7X",
        "bibtex": "@misc{fide2026fides98c7x,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_29S11RJ6ND33VJC4SXJ6S98C7X},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_2MR8MDZA8HDDVQH7RX0Z3AVM25",
      "url": "https://statorigin.org/stat/stat_2MR8MDZA8HDDVQH7RX0Z3AVM25",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "PL",
        "name": "Poland",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 20,
      "value_text": "20",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"POL\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, PL, 2026-10-01 to 2026-10-31: 20 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "POL",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
            "AD": "AD",
            "AE": "AE",
            "AF": "AF",
            "AG": "AG",
            "AL": "AL",
            "AM": "AM",
            "AO": "AO",
            "AR": "AR",
            "AT": "AT",
            "AU": "AU",
            "AW": "AW",
            "AZ": "AZ",
            "BA": "BA",
            "BB": "BB",
            "BD": "BD",
            "BE": "BE",
            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
            "BJ": "BJ",
            "BM": "BM",
            "BN": "BN",
            "BO": "BO",
            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_2MR8MDZA8HDDVQH7RX0Z3AVM25",
        "bibtex": "@misc{fide2026fide3avm25,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_2MR8MDZA8HDDVQH7RX0Z3AVM25},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_46CPXWZTW606P5MSG746QZKEW5",
      "url": "https://statorigin.org/stat/stat_46CPXWZTW606P5MSG746QZKEW5",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "FR",
        "name": "France",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 16,
      "value_text": "16",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"FRA\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, FR, 2026-10-01 to 2026-10-31: 16 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "FRA",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
            "AD": "AD",
            "AE": "AE",
            "AF": "AF",
            "AG": "AG",
            "AL": "AL",
            "AM": "AM",
            "AO": "AO",
            "AR": "AR",
            "AT": "AT",
            "AU": "AU",
            "AW": "AW",
            "AZ": "AZ",
            "BA": "BA",
            "BB": "BB",
            "BD": "BD",
            "BE": "BE",
            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
            "BJ": "BJ",
            "BM": "BM",
            "BN": "BN",
            "BO": "BO",
            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_46CPXWZTW606P5MSG746QZKEW5",
        "bibtex": "@misc{fide2026fideqzkew5,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_46CPXWZTW606P5MSG746QZKEW5},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_4HZXXRA7WBZ06DCZ22G0GNTHC0",
      "url": "https://statorigin.org/stat/stat_4HZXXRA7WBZ06DCZ22G0GNTHC0",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "BW",
        "name": "Botswana",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 1,
      "value_text": "1",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"BOT\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, BW, 2026-10-01 to 2026-10-31: 1 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "BOT",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
            "AD": "AD",
            "AE": "AE",
            "AF": "AF",
            "AG": "AG",
            "AL": "AL",
            "AM": "AM",
            "AO": "AO",
            "AR": "AR",
            "AT": "AT",
            "AU": "AU",
            "AW": "AW",
            "AZ": "AZ",
            "BA": "BA",
            "BB": "BB",
            "BD": "BD",
            "BE": "BE",
            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
            "BJ": "BJ",
            "BM": "BM",
            "BN": "BN",
            "BO": "BO",
            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_4HZXXRA7WBZ06DCZ22G0GNTHC0",
        "bibtex": "@misc{fide2026fidegnthc0,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_4HZXXRA7WBZ06DCZ22G0GNTHC0},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_63R196860KQ01824AZKZFXE23R",
      "url": "https://statorigin.org/stat/stat_63R196860KQ01824AZKZFXE23R",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "CO",
        "name": "Colombia",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 2,
      "value_text": "2",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"COL\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, CO, 2026-10-01 to 2026-10-31: 2 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "COL",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
            "AD": "AD",
            "AE": "AE",
            "AF": "AF",
            "AG": "AG",
            "AL": "AL",
            "AM": "AM",
            "AO": "AO",
            "AR": "AR",
            "AT": "AT",
            "AU": "AU",
            "AW": "AW",
            "AZ": "AZ",
            "BA": "BA",
            "BB": "BB",
            "BD": "BD",
            "BE": "BE",
            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
            "BJ": "BJ",
            "BM": "BM",
            "BN": "BN",
            "BO": "BO",
            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_63R196860KQ01824AZKZFXE23R",
        "bibtex": "@misc{fide2026fidefxe23r,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_63R196860KQ01824AZKZFXE23R},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_6KHHNEB9P1GT1M0R2J4GEZ114E",
      "url": "https://statorigin.org/stat/stat_6KHHNEB9P1GT1M0R2J4GEZ114E",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "BG",
        "name": "Bulgaria",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 9,
      "value_text": "9",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"BUL\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, BG, 2026-10-01 to 2026-10-31: 9 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "BUL",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
            "AD": "AD",
            "AE": "AE",
            "AF": "AF",
            "AG": "AG",
            "AL": "AL",
            "AM": "AM",
            "AO": "AO",
            "AR": "AR",
            "AT": "AT",
            "AU": "AU",
            "AW": "AW",
            "AZ": "AZ",
            "BA": "BA",
            "BB": "BB",
            "BD": "BD",
            "BE": "BE",
            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
            "BJ": "BJ",
            "BM": "BM",
            "BN": "BN",
            "BO": "BO",
            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_6KHHNEB9P1GT1M0R2J4GEZ114E",
        "bibtex": "@misc{fide2026fideez114e,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_6KHHNEB9P1GT1M0R2J4GEZ114E},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_739Q48W6R37T6TB44VPMT9R6WK",
      "url": "https://statorigin.org/stat/stat_739Q48W6R37T6TB44VPMT9R6WK",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "HU",
        "name": "Hungary",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 17,
      "value_text": "17",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"HUN\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, HU, 2026-10-01 to 2026-10-31: 17 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "HUN",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
            "AD": "AD",
            "AE": "AE",
            "AF": "AF",
            "AG": "AG",
            "AL": "AL",
            "AM": "AM",
            "AO": "AO",
            "AR": "AR",
            "AT": "AT",
            "AU": "AU",
            "AW": "AW",
            "AZ": "AZ",
            "BA": "BA",
            "BB": "BB",
            "BD": "BD",
            "BE": "BE",
            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
            "BJ": "BJ",
            "BM": "BM",
            "BN": "BN",
            "BO": "BO",
            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_739Q48W6R37T6TB44VPMT9R6WK",
        "bibtex": "@misc{fide2026fidet9r6wk,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_739Q48W6R37T6TB44VPMT9R6WK},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_7KK383END819V4P8YTJ0GM4D7X",
      "url": "https://statorigin.org/stat/stat_7KK383END819V4P8YTJ0GM4D7X",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "RO",
        "name": "Romania",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 11,
      "value_text": "11",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"ROU\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, RO, 2026-10-01 to 2026-10-31: 11 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "ROU",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
            "AD": "AD",
            "AE": "AE",
            "AF": "AF",
            "AG": "AG",
            "AL": "AL",
            "AM": "AM",
            "AO": "AO",
            "AR": "AR",
            "AT": "AT",
            "AU": "AU",
            "AW": "AW",
            "AZ": "AZ",
            "BA": "BA",
            "BB": "BB",
            "BD": "BD",
            "BE": "BE",
            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
            "BJ": "BJ",
            "BM": "BM",
            "BN": "BN",
            "BO": "BO",
            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_7KK383END819V4P8YTJ0GM4D7X",
        "bibtex": "@misc{fide2026fidegm4d7x,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_7KK383END819V4P8YTJ0GM4D7X},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_865RBQK1ESNYN2KGYSG7E1XV3W",
      "url": "https://statorigin.org/stat/stat_865RBQK1ESNYN2KGYSG7E1XV3W",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "VE",
        "name": "Venezuela",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 1,
      "value_text": "1",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"VEN\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, VE, 2026-10-01 to 2026-10-31: 1 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "VEN",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
            "AD": "AD",
            "AE": "AE",
            "AF": "AF",
            "AG": "AG",
            "AL": "AL",
            "AM": "AM",
            "AO": "AO",
            "AR": "AR",
            "AT": "AT",
            "AU": "AU",
            "AW": "AW",
            "AZ": "AZ",
            "BA": "BA",
            "BB": "BB",
            "BD": "BD",
            "BE": "BE",
            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
            "BJ": "BJ",
            "BM": "BM",
            "BN": "BN",
            "BO": "BO",
            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_865RBQK1ESNYN2KGYSG7E1XV3W",
        "bibtex": "@misc{fide2026fidee1xv3w,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_865RBQK1ESNYN2KGYSG7E1XV3W},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_9N6PYZJ4RG517VWPXP4RVYJQRN",
      "url": "https://statorigin.org/stat/stat_9N6PYZJ4RG517VWPXP4RVYJQRN",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "IE",
        "name": "Ireland",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 1,
      "value_text": "1",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"IRL\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, IE, 2026-10-01 to 2026-10-31: 1 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "IRL",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
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          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
            "AD": "AD",
            "AE": "AE",
            "AF": "AF",
            "AG": "AG",
            "AL": "AL",
            "AM": "AM",
            "AO": "AO",
            "AR": "AR",
            "AT": "AT",
            "AU": "AU",
            "AW": "AW",
            "AZ": "AZ",
            "BA": "BA",
            "BB": "BB",
            "BD": "BD",
            "BE": "BE",
            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
            "BJ": "BJ",
            "BM": "BM",
            "BN": "BN",
            "BO": "BO",
            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_9N6PYZJ4RG517VWPXP4RVYJQRN",
        "bibtex": "@misc{fide2026fidevyjqrn,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_9N6PYZJ4RG517VWPXP4RVYJQRN},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_9RC54VZMX7KMX84EJF8GGRZPTT",
      "url": "https://statorigin.org/stat/stat_9RC54VZMX7KMX84EJF8GGRZPTT",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "RU",
        "name": "Russian Federation",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 57,
      "value_text": "57",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"RUS\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, RU, 2026-10-01 to 2026-10-31: 57 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "RUS",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
            "AD": "AD",
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            "AT": "AT",
            "AU": "AU",
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            "BE": "BE",
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            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
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            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
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            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
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            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_9RC54VZMX7KMX84EJF8GGRZPTT",
        "bibtex": "@misc{fide2026fidegrzptt,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_9RC54VZMX7KMX84EJF8GGRZPTT},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_ANCMR4Y399KBGWBAY3RS4D8N69",
      "url": "https://statorigin.org/stat/stat_ANCMR4Y399KBGWBAY3RS4D8N69",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "AM",
        "name": "Armenia",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 8,
      "value_text": "8",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"ARM\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, AM, 2026-10-01 to 2026-10-31: 8 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "ARM",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
            "AD": "AD",
            "AE": "AE",
            "AF": "AF",
            "AG": "AG",
            "AL": "AL",
            "AM": "AM",
            "AO": "AO",
            "AR": "AR",
            "AT": "AT",
            "AU": "AU",
            "AW": "AW",
            "AZ": "AZ",
            "BA": "BA",
            "BB": "BB",
            "BD": "BD",
            "BE": "BE",
            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
            "BJ": "BJ",
            "BM": "BM",
            "BN": "BN",
            "BO": "BO",
            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_ANCMR4Y399KBGWBAY3RS4D8N69",
        "bibtex": "@misc{fide2026fide4d8n69,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_ANCMR4Y399KBGWBAY3RS4D8N69},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_APSDCR8TT1BXYEVF5F0NS2BR8C",
      "url": "https://statorigin.org/stat/stat_APSDCR8TT1BXYEVF5F0NS2BR8C",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "ZA",
        "name": "South Africa",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 1,
      "value_text": "1",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"RSA\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, ZA, 2026-10-01 to 2026-10-31: 1 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "RSA",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
            "AD": "AD",
            "AE": "AE",
            "AF": "AF",
            "AG": "AG",
            "AL": "AL",
            "AM": "AM",
            "AO": "AO",
            "AR": "AR",
            "AT": "AT",
            "AU": "AU",
            "AW": "AW",
            "AZ": "AZ",
            "BA": "BA",
            "BB": "BB",
            "BD": "BD",
            "BE": "BE",
            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
            "BJ": "BJ",
            "BM": "BM",
            "BN": "BN",
            "BO": "BO",
            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_APSDCR8TT1BXYEVF5F0NS2BR8C",
        "bibtex": "@misc{fide2026fides2br8c,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_APSDCR8TT1BXYEVF5F0NS2BR8C},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_AVSZAN879PJ6W23A5X03JMYDST",
      "url": "https://statorigin.org/stat/stat_AVSZAN879PJ6W23A5X03JMYDST",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "GLOBAL",
        "name": "Global",
        "type": "world"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 539,
      "value_text": "539",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"*\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, GLOBAL, 2026-10-01 to 2026-10-31: 539 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "*",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
            "AD": "AD",
            "AE": "AE",
            "AF": "AF",
            "AG": "AG",
            "AL": "AL",
            "AM": "AM",
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            "AR": "AR",
            "AT": "AT",
            "AU": "AU",
            "AW": "AW",
            "AZ": "AZ",
            "BA": "BA",
            "BB": "BB",
            "BD": "BD",
            "BE": "BE",
            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
            "BJ": "BJ",
            "BM": "BM",
            "BN": "BN",
            "BO": "BO",
            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_AVSZAN879PJ6W23A5X03JMYDST",
        "bibtex": "@misc{fide2026fidejmydst,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_AVSZAN879PJ6W23A5X03JMYDST},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_AXM87YD3PP3H5MPQ2W4ZXSCD9Q",
      "url": "https://statorigin.org/stat/stat_AXM87YD3PP3H5MPQ2W4ZXSCD9Q",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "GE",
        "name": "Georgia",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 24,
      "value_text": "24",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"GEO\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, GE, 2026-10-01 to 2026-10-31: 24 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "GEO",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
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          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
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            "AE": "AE",
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            "AM": "AM",
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            "AT": "AT",
            "AU": "AU",
            "AW": "AW",
            "AZ": "AZ",
            "BA": "BA",
            "BB": "BB",
            "BD": "BD",
            "BE": "BE",
            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
            "BJ": "BJ",
            "BM": "BM",
            "BN": "BN",
            "BO": "BO",
            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_AXM87YD3PP3H5MPQ2W4ZXSCD9Q",
        "bibtex": "@misc{fide2026fidexscd9q,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_AXM87YD3PP3H5MPQ2W4ZXSCD9Q},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_BP91MEFZJXD8PDFKWCV81SQXER",
      "url": "https://statorigin.org/stat/stat_BP91MEFZJXD8PDFKWCV81SQXER",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "AR",
        "name": "Argentina",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 3,
      "value_text": "3",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"ARG\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, AR, 2026-10-01 to 2026-10-31: 3 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "ARG",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
            "AD": "AD",
            "AE": "AE",
            "AF": "AF",
            "AG": "AG",
            "AL": "AL",
            "AM": "AM",
            "AO": "AO",
            "AR": "AR",
            "AT": "AT",
            "AU": "AU",
            "AW": "AW",
            "AZ": "AZ",
            "BA": "BA",
            "BB": "BB",
            "BD": "BD",
            "BE": "BE",
            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
            "BJ": "BJ",
            "BM": "BM",
            "BN": "BN",
            "BO": "BO",
            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_BP91MEFZJXD8PDFKWCV81SQXER",
        "bibtex": "@misc{fide2026fide1sqxer,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_BP91MEFZJXD8PDFKWCV81SQXER},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_C60H4HP3QTMW8V8A32KJK4CHZF",
      "url": "https://statorigin.org/stat/stat_C60H4HP3QTMW8V8A32KJK4CHZF",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "LT",
        "name": "Lithuania",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 3,
      "value_text": "3",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"LTU\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, LT, 2026-10-01 to 2026-10-31: 3 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "LTU",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
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          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
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          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
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          },
          "region_map": {
            "AD": "AD",
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            "AR": "AR",
            "AT": "AT",
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            "AW": "AW",
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            "BA": "BA",
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            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
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            "BM": "BM",
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            "BS": "BS",
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            "BW": "BW",
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            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
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            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
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            "NCA": "NI",
            "NCL": "NC",
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            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
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            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_C60H4HP3QTMW8V8A32KJK4CHZF",
        "bibtex": "@misc{fide2026fidek4chzf,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_C60H4HP3QTMW8V8A32KJK4CHZF},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_CAM69KA6N6H2041207EZJ2J6Z4",
      "url": "https://statorigin.org/stat/stat_CAM69KA6N6H2041207EZJ2J6Z4",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "CA",
        "name": "Canada",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 3,
      "value_text": "3",
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      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"CAN\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, CA, 2026-10-01 to 2026-10-31: 3 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "CAN",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
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          },
          "region_map": {
            "AD": "AD",
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            "AR": "AR",
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            "AU": "AU",
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            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
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            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
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            "CZ": "CZ",
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            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
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            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_CAM69KA6N6H2041207EZJ2J6Z4",
        "bibtex": "@misc{fide2026fidej2j6z4,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_CAM69KA6N6H2041207EZJ2J6Z4},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_DMS1XCEQRTNK0FWHKH5W5BGQZ8",
      "url": "https://statorigin.org/stat/stat_DMS1XCEQRTNK0FWHKH5W5BGQZ8",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "UZ",
        "name": "Uzbekistan",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 8,
      "value_text": "8",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"UZB\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, UZ, 2026-10-01 to 2026-10-31: 8 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "UZB",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
            "AD": "AD",
            "AE": "AE",
            "AF": "AF",
            "AG": "AG",
            "AL": "AL",
            "AM": "AM",
            "AO": "AO",
            "AR": "AR",
            "AT": "AT",
            "AU": "AU",
            "AW": "AW",
            "AZ": "AZ",
            "BA": "BA",
            "BB": "BB",
            "BD": "BD",
            "BE": "BE",
            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
            "BJ": "BJ",
            "BM": "BM",
            "BN": "BN",
            "BO": "BO",
            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_DMS1XCEQRTNK0FWHKH5W5BGQZ8",
        "bibtex": "@misc{fide2026fide5bgqz8,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_DMS1XCEQRTNK0FWHKH5W5BGQZ8},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_DZQFBPAGFSEFEYWM55VT3JXYRM",
      "url": "https://statorigin.org/stat/stat_DZQFBPAGFSEFEYWM55VT3JXYRM",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "AZ",
        "name": "Azerbaijan",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 16,
      "value_text": "16",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"AZE\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, AZ, 2026-10-01 to 2026-10-31: 16 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "AZE",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
            "AD": "AD",
            "AE": "AE",
            "AF": "AF",
            "AG": "AG",
            "AL": "AL",
            "AM": "AM",
            "AO": "AO",
            "AR": "AR",
            "AT": "AT",
            "AU": "AU",
            "AW": "AW",
            "AZ": "AZ",
            "BA": "BA",
            "BB": "BB",
            "BD": "BD",
            "BE": "BE",
            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
            "BJ": "BJ",
            "BM": "BM",
            "BN": "BN",
            "BO": "BO",
            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_DZQFBPAGFSEFEYWM55VT3JXYRM",
        "bibtex": "@misc{fide2026fide3jxyrm,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_DZQFBPAGFSEFEYWM55VT3JXYRM},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_ESVMM6CXDSGNK1V3QA3DM364C1",
      "url": "https://statorigin.org/stat/stat_ESVMM6CXDSGNK1V3QA3DM364C1",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "ES",
        "name": "Spain",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 8,
      "value_text": "8",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"ESP\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, ES, 2026-10-01 to 2026-10-31: 8 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "ESP",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
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          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
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          "columns": {
            "region": "Fed",
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          "region_map": {
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            "CF": "CF",
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            "CR": "CR",
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            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
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            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
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            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
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            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
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            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
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            "RU": "RU",
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            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
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            "TD": "TD",
            "TG": "TG",
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            "TJ": "TJ",
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            "TV": "TV",
            "TW": "TW",
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            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
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            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
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            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
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            "EGY": "EG",
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            "FIJ": "FJ",
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            "FRA": "FR",
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            "GRE": "GR",
            "GRL": "GL",
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            "GUI": "GN",
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            "HAI": "HT",
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            "HON": "HN",
            "HUN": "HU",
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            "IND": "IN",
            "IRI": "IR",
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            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
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            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
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            "MNC": "MC",
            "MNE": "ME",
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            "NCL": "NC",
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            "PAK": "PK",
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            "PNG": "PG",
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            "QAT": "QA",
            "ROU": "RO",
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            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
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          "aggregate": "count"
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        "license": "see-source",
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        "self_reported": false
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      "verification": "verified",
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        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_ESVMM6CXDSGNK1V3QA3DM364C1",
        "bibtex": "@misc{fide2026fidem364c1,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_ESVMM6CXDSGNK1V3QA3DM364C1},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
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      "id": "stat_EX05K1S9S4HNX0HY5HXWK0P3X4",
      "url": "https://statorigin.org/stat/stat_EX05K1S9S4HNX0HY5HXWK0P3X4",
      "indicator": {
        "slug": "fide-woman-grandmasters",
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      },
      "industry": [
        {
          "slug": "chess",
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          "is_primary": true
        }
      ],
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        "name": "Switzerland",
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        "start": "2026-10-01",
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      "value_text": "5",
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        "org": "World Chess Federation",
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        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
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        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, CH, 2026-10-01 to 2026-10-31: 5 count (scale 1).",
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          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
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            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_EX05K1S9S4HNX0HY5HXWK0P3X4",
        "bibtex": "@misc{fide2026fidek0p3x4,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_EX05K1S9S4HNX0HY5HXWK0P3X4},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_F7JN5RD5X17ENPXHM4QK014Q6S",
      "url": "https://statorigin.org/stat/stat_F7JN5RD5X17ENPXHM4QK014Q6S",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "US",
        "name": "United States",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 29,
      "value_text": "29",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"USA\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, US, 2026-10-01 to 2026-10-31: 29 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "USA",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
            "AD": "AD",
            "AE": "AE",
            "AF": "AF",
            "AG": "AG",
            "AL": "AL",
            "AM": "AM",
            "AO": "AO",
            "AR": "AR",
            "AT": "AT",
            "AU": "AU",
            "AW": "AW",
            "AZ": "AZ",
            "BA": "BA",
            "BB": "BB",
            "BD": "BD",
            "BE": "BE",
            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
            "BJ": "BJ",
            "BM": "BM",
            "BN": "BN",
            "BO": "BO",
            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_F7JN5RD5X17ENPXHM4QK014Q6S",
        "bibtex": "@misc{fide2026fide014q6s,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_F7JN5RD5X17ENPXHM4QK014Q6S},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_FAPAPX83SVKEW8JAS908XP17HX",
      "url": "https://statorigin.org/stat/stat_FAPAPX83SVKEW8JAS908XP17HX",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "PT",
        "name": "Portugal",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 1,
      "value_text": "1",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"POR\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, PT, 2026-10-01 to 2026-10-31: 1 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "POR",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
            "AD": "AD",
            "AE": "AE",
            "AF": "AF",
            "AG": "AG",
            "AL": "AL",
            "AM": "AM",
            "AO": "AO",
            "AR": "AR",
            "AT": "AT",
            "AU": "AU",
            "AW": "AW",
            "AZ": "AZ",
            "BA": "BA",
            "BB": "BB",
            "BD": "BD",
            "BE": "BE",
            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
            "BJ": "BJ",
            "BM": "BM",
            "BN": "BN",
            "BO": "BO",
            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_FAPAPX83SVKEW8JAS908XP17HX",
        "bibtex": "@misc{fide2026fidexp17hx,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_FAPAPX83SVKEW8JAS908XP17HX},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_FBVT09BP22HY0XM1QF3RBZ9XWA",
      "url": "https://statorigin.org/stat/stat_FBVT09BP22HY0XM1QF3RBZ9XWA",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "CU",
        "name": "Cuba",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 9,
      "value_text": "9",
      "unit": "count",
      "currency": null,
      "scale": "1",
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      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"CUB\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, CU, 2026-10-01 to 2026-10-31: 9 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "CUB",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
            "AD": "AD",
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            "AU": "AU",
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            "BJ": "BJ",
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            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_FBVT09BP22HY0XM1QF3RBZ9XWA",
        "bibtex": "@misc{fide2026fidebz9xwa,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_FBVT09BP22HY0XM1QF3RBZ9XWA},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_FHMGYSWRRWB63JM5W2X07K8R23",
      "url": "https://statorigin.org/stat/stat_FHMGYSWRRWB63JM5W2X07K8R23",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "NL",
        "name": "Netherlands",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 9,
      "value_text": "9",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"NED\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, NL, 2026-10-01 to 2026-10-31: 9 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "NED",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
            "AD": "AD",
            "AE": "AE",
            "AF": "AF",
            "AG": "AG",
            "AL": "AL",
            "AM": "AM",
            "AO": "AO",
            "AR": "AR",
            "AT": "AT",
            "AU": "AU",
            "AW": "AW",
            "AZ": "AZ",
            "BA": "BA",
            "BB": "BB",
            "BD": "BD",
            "BE": "BE",
            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
            "BJ": "BJ",
            "BM": "BM",
            "BN": "BN",
            "BO": "BO",
            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_FHMGYSWRRWB63JM5W2X07K8R23",
        "bibtex": "@misc{fide2026fide7k8r23,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_FHMGYSWRRWB63JM5W2X07K8R23},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_FZ5ZGR6SDJ8YK9TJ1Q3FCA6XWQ",
      "url": "https://statorigin.org/stat/stat_FZ5ZGR6SDJ8YK9TJ1Q3FCA6XWQ",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "EC",
        "name": "Ecuador",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 3,
      "value_text": "3",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"ECU\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, EC, 2026-10-01 to 2026-10-31: 3 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "ECU",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
            "AD": "AD",
            "AE": "AE",
            "AF": "AF",
            "AG": "AG",
            "AL": "AL",
            "AM": "AM",
            "AO": "AO",
            "AR": "AR",
            "AT": "AT",
            "AU": "AU",
            "AW": "AW",
            "AZ": "AZ",
            "BA": "BA",
            "BB": "BB",
            "BD": "BD",
            "BE": "BE",
            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
            "BJ": "BJ",
            "BM": "BM",
            "BN": "BN",
            "BO": "BO",
            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
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          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_FZ5ZGR6SDJ8YK9TJ1Q3FCA6XWQ",
        "bibtex": "@misc{fide2026fideca6xwq,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_FZ5ZGR6SDJ8YK9TJ1Q3FCA6XWQ},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_HWHFSNKXGW9K2WV1CWHM0J8EET",
      "url": "https://statorigin.org/stat/stat_HWHFSNKXGW9K2WV1CWHM0J8EET",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "LV",
        "name": "Latvia",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 6,
      "value_text": "6",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"LAT\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, LV, 2026-10-01 to 2026-10-31: 6 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "LAT",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
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          "columns": {
            "region": "Fed",
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          "region_map": {
            "AD": "AD",
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            "BY": "BY",
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            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
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            "CL": "CL",
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            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
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            "JM": "JM",
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            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
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            "RU": "RU",
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            "SK": "SK",
            "SL": "SL",
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            "SO": "SO",
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            "SY": "SY",
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            "TD": "TD",
            "TG": "TG",
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            "TJ": "TJ",
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            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
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            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
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            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
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            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
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            "NCA": "NI",
            "NCL": "NC",
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            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
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            "NRU": "NR",
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            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
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        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
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      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
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      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_HWHFSNKXGW9K2WV1CWHM0J8EET",
        "bibtex": "@misc{fide2026fide0j8eet,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_HWHFSNKXGW9K2WV1CWHM0J8EET},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
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    },
    {
      "id": "stat_J6Z967BS56HDNTA6ZKPFDP74HE",
      "url": "https://statorigin.org/stat/stat_J6Z967BS56HDNTA6ZKPFDP74HE",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
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        "code": "DZ",
        "name": "Algeria",
        "type": "country"
      },
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        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 1,
      "value_text": "1",
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      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"ALG\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, DZ, 2026-10-01 to 2026-10-31: 1 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
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          }
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        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
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            "region": "Fed",
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            "BE": "BE",
            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
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            "BT": "BT",
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            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
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            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
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            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_J6Z967BS56HDNTA6ZKPFDP74HE",
        "bibtex": "@misc{fide2026fidedp74he,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_J6Z967BS56HDNTA6ZKPFDP74HE},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_JMQNQGWVDYM9AYGPHBZP57ECFZ",
      "url": "https://statorigin.org/stat/stat_JMQNQGWVDYM9AYGPHBZP57ECFZ",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "LU",
        "name": "Luxembourg",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 2,
      "value_text": "2",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"LUX\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, LU, 2026-10-01 to 2026-10-31: 2 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "LUX",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
            "AD": "AD",
            "AE": "AE",
            "AF": "AF",
            "AG": "AG",
            "AL": "AL",
            "AM": "AM",
            "AO": "AO",
            "AR": "AR",
            "AT": "AT",
            "AU": "AU",
            "AW": "AW",
            "AZ": "AZ",
            "BA": "BA",
            "BB": "BB",
            "BD": "BD",
            "BE": "BE",
            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
            "BJ": "BJ",
            "BM": "BM",
            "BN": "BN",
            "BO": "BO",
            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_JMQNQGWVDYM9AYGPHBZP57ECFZ",
        "bibtex": "@misc{fide2026fide57ecfz,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_JMQNQGWVDYM9AYGPHBZP57ECFZ},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_JWH9AFNR2EMFAPXZRAC3T06HB9",
      "url": "https://statorigin.org/stat/stat_JWH9AFNR2EMFAPXZRAC3T06HB9",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "PE",
        "name": "Peru",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 1,
      "value_text": "1",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"PER\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, PE, 2026-10-01 to 2026-10-31: 1 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "PER",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
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          },
          "region_map": {
            "AD": "AD",
            "AE": "AE",
            "AF": "AF",
            "AG": "AG",
            "AL": "AL",
            "AM": "AM",
            "AO": "AO",
            "AR": "AR",
            "AT": "AT",
            "AU": "AU",
            "AW": "AW",
            "AZ": "AZ",
            "BA": "BA",
            "BB": "BB",
            "BD": "BD",
            "BE": "BE",
            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
            "BJ": "BJ",
            "BM": "BM",
            "BN": "BN",
            "BO": "BO",
            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_JWH9AFNR2EMFAPXZRAC3T06HB9",
        "bibtex": "@misc{fide2026fidet06hb9,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_JWH9AFNR2EMFAPXZRAC3T06HB9},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_KQ674XW5VPAX66380F2E089MCX",
      "url": "https://statorigin.org/stat/stat_KQ674XW5VPAX66380F2E089MCX",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "UA",
        "name": "Ukraine",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 28,
      "value_text": "28",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"UKR\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, UA, 2026-10-01 to 2026-10-31: 28 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "UKR",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
            "AD": "AD",
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            "AF": "AF",
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            "AR": "AR",
            "AT": "AT",
            "AU": "AU",
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            "BD": "BD",
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            "BJ": "BJ",
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            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_KQ674XW5VPAX66380F2E089MCX",
        "bibtex": "@misc{fide2026fide089mcx,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_KQ674XW5VPAX66380F2E089MCX},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_M5VRKGX7VJPDSW75ENJ8QWGY0E",
      "url": "https://statorigin.org/stat/stat_M5VRKGX7VJPDSW75ENJ8QWGY0E",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "EE",
        "name": "Estonia",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 2,
      "value_text": "2",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"EST\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, EE, 2026-10-01 to 2026-10-31: 2 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "EST",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
            "AD": "AD",
            "AE": "AE",
            "AF": "AF",
            "AG": "AG",
            "AL": "AL",
            "AM": "AM",
            "AO": "AO",
            "AR": "AR",
            "AT": "AT",
            "AU": "AU",
            "AW": "AW",
            "AZ": "AZ",
            "BA": "BA",
            "BB": "BB",
            "BD": "BD",
            "BE": "BE",
            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
            "BJ": "BJ",
            "BM": "BM",
            "BN": "BN",
            "BO": "BO",
            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_M5VRKGX7VJPDSW75ENJ8QWGY0E",
        "bibtex": "@misc{fide2026fideqwgy0e,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_M5VRKGX7VJPDSW75ENJ8QWGY0E},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_MVXEC4356QD4YXDG6BXM8HYHSD",
      "url": "https://statorigin.org/stat/stat_MVXEC4356QD4YXDG6BXM8HYHSD",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "PY",
        "name": "Paraguay",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 1,
      "value_text": "1",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"PAR\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, PY, 2026-10-01 to 2026-10-31: 1 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "PAR",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
            "AD": "AD",
            "AE": "AE",
            "AF": "AF",
            "AG": "AG",
            "AL": "AL",
            "AM": "AM",
            "AO": "AO",
            "AR": "AR",
            "AT": "AT",
            "AU": "AU",
            "AW": "AW",
            "AZ": "AZ",
            "BA": "BA",
            "BB": "BB",
            "BD": "BD",
            "BE": "BE",
            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
            "BJ": "BJ",
            "BM": "BM",
            "BN": "BN",
            "BO": "BO",
            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
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        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
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      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_MVXEC4356QD4YXDG6BXM8HYHSD",
        "bibtex": "@misc{fide2026fide8hyhsd,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_MVXEC4356QD4YXDG6BXM8HYHSD},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_N7N95HPJ61R9Z9P6ABGKZ2S3PG",
      "url": "https://statorigin.org/stat/stat_N7N95HPJ61R9Z9P6ABGKZ2S3PG",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "AT",
        "name": "Austria",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 2,
      "value_text": "2",
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      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
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        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"AUT\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, AT, 2026-10-01 to 2026-10-31: 2 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "AUT",
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          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
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          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
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            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
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            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
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            "GQ": "GQ",
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            "GW": "GW",
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            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
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            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
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            "LT": "LT",
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            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
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            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
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            "PW": "PW",
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            "TV": "TV",
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            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
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            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
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            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
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            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
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            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
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            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
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            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
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            "COD": "CD",
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            "CPV": "CV",
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            "CUB": "CU",
            "CUR": "CW",
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            "DJI": "DJ",
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            "EGY": "EG",
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            "FIJ": "FJ",
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            "GHA": "GH",
            "GRE": "GR",
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            "GUA": "GT",
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            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
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            "IRL": "IE",
            "IRQ": "IQ",
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            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
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            "MGL": "MN",
            "MKD": "MK",
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            "MNC": "MC",
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            "QAT": "QA",
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            "SEY": "SC",
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            "SKN": "KN",
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            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
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            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
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          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
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          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
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        "self_reported": false
      },
      "verification": "verified",
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      "is_secondhand": false,
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      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_N7N95HPJ61R9Z9P6ABGKZ2S3PG",
        "bibtex": "@misc{fide2026fidez2s3pg,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_N7N95HPJ61R9Z9P6ABGKZ2S3PG},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
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    },
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      "id": "stat_NX2Y87V139X36JX3F6Z3XADVCK",
      "url": "https://statorigin.org/stat/stat_NX2Y87V139X36JX3F6Z3XADVCK",
      "indicator": {
        "slug": "fide-woman-grandmasters",
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      },
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        {
          "slug": "chess",
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      ],
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        "code": "HR",
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        "start": "2026-10-01",
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        "document_type": "dataset",
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        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, HR, 2026-10-01 to 2026-10-31: 3 count (scale 1).",
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        "dataset_query": {
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            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_NX2Y87V139X36JX3F6Z3XADVCK",
        "bibtex": "@misc{fide2026fidexadvck,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_NX2Y87V139X36JX3F6Z3XADVCK},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_NY4036RTV34K5YAGZ41C9B8YD7",
      "url": "https://statorigin.org/stat/stat_NY4036RTV34K5YAGZ41C9B8YD7",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "IL",
        "name": "Israel",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 8,
      "value_text": "8",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"ISR\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, IL, 2026-10-01 to 2026-10-31: 8 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "ISR",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
            "AD": "AD",
            "AE": "AE",
            "AF": "AF",
            "AG": "AG",
            "AL": "AL",
            "AM": "AM",
            "AO": "AO",
            "AR": "AR",
            "AT": "AT",
            "AU": "AU",
            "AW": "AW",
            "AZ": "AZ",
            "BA": "BA",
            "BB": "BB",
            "BD": "BD",
            "BE": "BE",
            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
            "BJ": "BJ",
            "BM": "BM",
            "BN": "BN",
            "BO": "BO",
            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_NY4036RTV34K5YAGZ41C9B8YD7",
        "bibtex": "@misc{fide2026fide9b8yd7,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_NY4036RTV34K5YAGZ41C9B8YD7},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_P8V88A2DZQWSYCNNPF868C1CSV",
      "url": "https://statorigin.org/stat/stat_P8V88A2DZQWSYCNNPF868C1CSV",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "NO",
        "name": "Norway",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 3,
      "value_text": "3",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"NOR\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, NO, 2026-10-01 to 2026-10-31: 3 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "NOR",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
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          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
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          "rows_encoding": "fide-rating-list",
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            "region": "Fed",
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          },
          "region_map": {
            "AD": "AD",
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            "BH": "BH",
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            "BW": "BW",
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            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
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            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
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            "SA": "SA",
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            "SC": "SC",
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            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
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            "NCA": "NI",
            "NCL": "NC",
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            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
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            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_P8V88A2DZQWSYCNNPF868C1CSV",
        "bibtex": "@misc{fide2026fide8c1csv,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_P8V88A2DZQWSYCNNPF868C1CSV},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_Q5G0F3SGE5E3W2FFPGXXEPJV6S",
      "url": "https://statorigin.org/stat/stat_Q5G0F3SGE5E3W2FFPGXXEPJV6S",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
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        }
      ],
      "region": {
        "code": "CZ",
        "name": "Czechia",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 10,
      "value_text": "10",
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      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"CZE\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, CZ, 2026-10-01 to 2026-10-31: 10 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "CZE",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
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          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
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          "region_map": {
            "AD": "AD",
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            "FJ": "FJ",
            "FM": "FM",
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            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
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            "GW": "GW",
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            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
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            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
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            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
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            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
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            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
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            "MR": "MR",
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            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
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            "SV": "SV",
            "SY": "SY",
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            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_Q5G0F3SGE5E3W2FFPGXXEPJV6S",
        "bibtex": "@misc{fide2026fideepjv6s,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_Q5G0F3SGE5E3W2FFPGXXEPJV6S},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_QNMRNGEAE5FN6PTBPA7GAD3QK5",
      "url": "https://statorigin.org/stat/stat_QNMRNGEAE5FN6PTBPA7GAD3QK5",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "IR",
        "name": "Iran",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 2,
      "value_text": "2",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"IRI\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, IR, 2026-10-01 to 2026-10-31: 2 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "IRI",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
            "AD": "AD",
            "AE": "AE",
            "AF": "AF",
            "AG": "AG",
            "AL": "AL",
            "AM": "AM",
            "AO": "AO",
            "AR": "AR",
            "AT": "AT",
            "AU": "AU",
            "AW": "AW",
            "AZ": "AZ",
            "BA": "BA",
            "BB": "BB",
            "BD": "BD",
            "BE": "BE",
            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
            "BJ": "BJ",
            "BM": "BM",
            "BN": "BN",
            "BO": "BO",
            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_QNMRNGEAE5FN6PTBPA7GAD3QK5",
        "bibtex": "@misc{fide2026fidead3qk5,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_QNMRNGEAE5FN6PTBPA7GAD3QK5},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_RQJ4G5EYMTE82JG9CDRAJE5WH6",
      "url": "https://statorigin.org/stat/stat_RQJ4G5EYMTE82JG9CDRAJE5WH6",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "SK",
        "name": "Slovakia",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 3,
      "value_text": "3",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"SVK\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, SK, 2026-10-01 to 2026-10-31: 3 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "SVK",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
            "AD": "AD",
            "AE": "AE",
            "AF": "AF",
            "AG": "AG",
            "AL": "AL",
            "AM": "AM",
            "AO": "AO",
            "AR": "AR",
            "AT": "AT",
            "AU": "AU",
            "AW": "AW",
            "AZ": "AZ",
            "BA": "BA",
            "BB": "BB",
            "BD": "BD",
            "BE": "BE",
            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
            "BJ": "BJ",
            "BM": "BM",
            "BN": "BN",
            "BO": "BO",
            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_RQJ4G5EYMTE82JG9CDRAJE5WH6",
        "bibtex": "@misc{fide2026fideje5wh6,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_RQJ4G5EYMTE82JG9CDRAJE5WH6},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_SD5YT94GRPE2SG7HYT97AS2D96",
      "url": "https://statorigin.org/stat/stat_SD5YT94GRPE2SG7HYT97AS2D96",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "BA",
        "name": "Bosnia and Herzegovina",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 1,
      "value_text": "1",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"BIH\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, BA, 2026-10-01 to 2026-10-31: 1 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "BIH",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
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          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
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          },
          "region_map": {
            "AD": "AD",
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            "AT": "AT",
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            "BE": "BE",
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            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
            "BJ": "BJ",
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            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
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            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
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      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_SD5YT94GRPE2SG7HYT97AS2D96",
        "bibtex": "@misc{fide2026fideas2d96,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_SD5YT94GRPE2SG7HYT97AS2D96},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
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    },
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      "id": "stat_SH34CCNMNY7E0K3NDVDA4R63AN",
      "url": "https://statorigin.org/stat/stat_SH34CCNMNY7E0K3NDVDA4R63AN",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
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          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "EG",
        "name": "Egypt",
        "type": "country"
      },
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        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
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      "value_text": "4",
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        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
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        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
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        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"EGY\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, EG, 2026-10-01 to 2026-10-31: 4 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
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          }
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        "dataset_evidence": {
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            "region": "Fed",
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            "BB": "BB",
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            "BR": "BR",
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            "BT": "BT",
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            "BY": "BY",
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            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
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            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_SH34CCNMNY7E0K3NDVDA4R63AN",
        "bibtex": "@misc{fide2026fide4r63an,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_SH34CCNMNY7E0K3NDVDA4R63AN},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_SHBRV1SW8XVMVVZAG8HEDWW7FZ",
      "url": "https://statorigin.org/stat/stat_SHBRV1SW8XVMVVZAG8HEDWW7FZ",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "AE",
        "name": "United Arab Emirates",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 1,
      "value_text": "1",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"UAE\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, AE, 2026-10-01 to 2026-10-31: 1 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "UAE",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
            "AD": "AD",
            "AE": "AE",
            "AF": "AF",
            "AG": "AG",
            "AL": "AL",
            "AM": "AM",
            "AO": "AO",
            "AR": "AR",
            "AT": "AT",
            "AU": "AU",
            "AW": "AW",
            "AZ": "AZ",
            "BA": "BA",
            "BB": "BB",
            "BD": "BD",
            "BE": "BE",
            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
            "BJ": "BJ",
            "BM": "BM",
            "BN": "BN",
            "BO": "BO",
            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_SHBRV1SW8XVMVVZAG8HEDWW7FZ",
        "bibtex": "@misc{fide2026fidedww7fz,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_SHBRV1SW8XVMVVZAG8HEDWW7FZ},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_SZ9MVTX5RWHTCRJGZ8ASJYZZE2",
      "url": "https://statorigin.org/stat/stat_SZ9MVTX5RWHTCRJGZ8ASJYZZE2",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "GR",
        "name": "Greece",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 5,
      "value_text": "5",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"GRE\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, GR, 2026-10-01 to 2026-10-31: 5 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "GRE",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
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          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
            "AD": "AD",
            "AE": "AE",
            "AF": "AF",
            "AG": "AG",
            "AL": "AL",
            "AM": "AM",
            "AO": "AO",
            "AR": "AR",
            "AT": "AT",
            "AU": "AU",
            "AW": "AW",
            "AZ": "AZ",
            "BA": "BA",
            "BB": "BB",
            "BD": "BD",
            "BE": "BE",
            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
            "BJ": "BJ",
            "BM": "BM",
            "BN": "BN",
            "BO": "BO",
            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_SZ9MVTX5RWHTCRJGZ8ASJYZZE2",
        "bibtex": "@misc{fide2026fidejyzze2,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_SZ9MVTX5RWHTCRJGZ8ASJYZZE2},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_TAC4050XB0SAHX7CCG9JT26T38",
      "url": "https://statorigin.org/stat/stat_TAC4050XB0SAHX7CCG9JT26T38",
      "indicator": {
        "slug": "fide-woman-grandmasters",
        "name": "FIDE Woman Grandmasters (standard list)",
        "definition": "Players carrying the WGM title in the women's-title field (WTit) of the FIDE standard rating list, including women who also hold an open title"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "IS",
        "name": "Iceland",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 1,
      "value_text": "1",
      "unit": "count",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "World Chess Federation",
        "org_short_name": "FIDE",
        "org_url": "https://www.fide.com",
        "org_tier": 2,
        "document_title": "FIDE standard rating list, October 2026: Woman Grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.WTIT.WGM: {\"_list\":\"2026-10\",\"Fed\":\"ISL\",\"WTit\":\"WGM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.WTIT.WGM, IS, 2026-10-01 to 2026-10-31: 1 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "keys": {
            "WTit": "WGM",
            "Fed": "ISL",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:39:00.769Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.WTIT.WGM",
          "version": "FIDE standard rating list OCT26 (standard_oct26frl.zip)",
          "rows_path": [],
          "rows_encoding": "fide-rating-list",
          "columns": {
            "region": "Fed",
            "period": "_list",
            "value": "_count"
          },
          "region_map": {
            "AD": "AD",
            "AE": "AE",
            "AF": "AF",
            "AG": "AG",
            "AL": "AL",
            "AM": "AM",
            "AO": "AO",
            "AR": "AR",
            "AT": "AT",
            "AU": "AU",
            "AW": "AW",
            "AZ": "AZ",
            "BA": "BA",
            "BB": "BB",
            "BD": "BD",
            "BE": "BE",
            "BF": "BF",
            "BG": "BG",
            "BH": "BH",
            "BI": "BI",
            "BJ": "BJ",
            "BM": "BM",
            "BN": "BN",
            "BO": "BO",
            "BR": "BR",
            "BS": "BS",
            "BT": "BT",
            "BW": "BW",
            "BY": "BY",
            "BZ": "BZ",
            "CA": "CA",
            "CD": "CD",
            "CF": "CF",
            "CG": "CG",
            "CH": "CH",
            "CI": "CI",
            "CL": "CL",
            "CM": "CM",
            "CN": "CN",
            "CO": "CO",
            "CR": "CR",
            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
            "CY": "CY",
            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
            "EE": "EE",
            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
            "ET": "ET",
            "FI": "FI",
            "FJ": "FJ",
            "FM": "FM",
            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
            "GD": "GD",
            "GE": "GE",
            "GH": "GH",
            "GI": "GI",
            "GL": "GL",
            "GM": "GM",
            "GN": "GN",
            "GQ": "GQ",
            "GR": "GR",
            "GT": "GT",
            "GU": "GU",
            "GW": "GW",
            "GY": "GY",
            "HK": "HK",
            "HN": "HN",
            "HR": "HR",
            "HT": "HT",
            "HU": "HU",
            "ID": "ID",
            "IE": "IE",
            "IL": "IL",
            "IN": "IN",
            "IQ": "IQ",
            "IR": "IR",
            "IS": "IS",
            "IT": "IT",
            "JM": "JM",
            "JO": "JO",
            "JP": "JP",
            "KE": "KE",
            "KG": "KG",
            "KH": "KH",
            "KI": "KI",
            "KM": "KM",
            "KN": "KN",
            "KP": "KP",
            "KR": "KR",
            "KW": "KW",
            "KY": "KY",
            "KZ": "KZ",
            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
            "LI": "LI",
            "LK": "LK",
            "LR": "LR",
            "LS": "LS",
            "LT": "LT",
            "LU": "LU",
            "LV": "LV",
            "LY": "LY",
            "MA": "MA",
            "MC": "MC",
            "MD": "MD",
            "ME": "ME",
            "MG": "MG",
            "MH": "MH",
            "MK": "MK",
            "ML": "ML",
            "MM": "MM",
            "MN": "MN",
            "MO": "MO",
            "MR": "MR",
            "MT": "MT",
            "MU": "MU",
            "MV": "MV",
            "MW": "MW",
            "MX": "MX",
            "MY": "MY",
            "MZ": "MZ",
            "NA": "NA",
            "NC": "NC",
            "NE": "NE",
            "NG": "NG",
            "NI": "NI",
            "NL": "NL",
            "NO": "NO",
            "NP": "NP",
            "NR": "NR",
            "NZ": "NZ",
            "OM": "OM",
            "PA": "PA",
            "PE": "PE",
            "PF": "PF",
            "PG": "PG",
            "PH": "PH",
            "PK": "PK",
            "PL": "PL",
            "PR": "PR",
            "PS": "PS",
            "PT": "PT",
            "PW": "PW",
            "PY": "PY",
            "QA": "QA",
            "RO": "RO",
            "RS": "RS",
            "RU": "RU",
            "RW": "RW",
            "SA": "SA",
            "SB": "SB",
            "SC": "SC",
            "SD": "SD",
            "SE": "SE",
            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
            "SN": "SN",
            "SO": "SO",
            "SR": "SR",
            "SS": "SS",
            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
            "TH": "TH",
            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
            "TO": "TO",
            "TR": "TR",
            "TT": "TT",
            "TV": "TV",
            "TW": "TW",
            "TZ": "TZ",
            "UA": "UA",
            "UG": "UG",
            "US": "US",
            "UY": "UY",
            "UZ": "UZ",
            "VC": "VC",
            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "*": "GLOBAL",
            "AFG": "AF",
            "ALB": "AL",
            "ALG": "DZ",
            "AND": "AD",
            "ANG": "AO",
            "ANT": "AG",
            "ARG": "AR",
            "ARM": "AM",
            "ARU": "AW",
            "AUS": "AU",
            "AUT": "AT",
            "AZE": "AZ",
            "BAH": "BS",
            "BAN": "BD",
            "BAR": "BB",
            "BDI": "BI",
            "BEL": "BE",
            "BER": "BM",
            "BHU": "BT",
            "BIH": "BA",
            "BIZ": "BZ",
            "BLR": "BY",
            "BOL": "BO",
            "BOT": "BW",
            "BRA": "BR",
            "BRN": "BH",
            "BRU": "BN",
            "BUL": "BG",
            "BUR": "BF",
            "CAF": "CF",
            "CAM": "KH",
            "CAN": "CA",
            "CAY": "KY",
            "CHA": "TD",
            "CHI": "CL",
            "CHN": "CN",
            "CIV": "CI",
            "CMR": "CM",
            "COD": "CD",
            "COL": "CO",
            "COM": "KM",
            "CPV": "CV",
            "CRC": "CR",
            "CRO": "HR",
            "CUB": "CU",
            "CUR": "CW",
            "CYP": "CY",
            "CZE": "CZ",
            "DEN": "DK",
            "DJI": "DJ",
            "DMA": "DM",
            "DOM": "DO",
            "ECU": "EC",
            "EGY": "EG",
            "ERI": "ER",
            "ESA": "SV",
            "ESP": "ES",
            "EST": "EE",
            "ETH": "ET",
            "FAI": "FO",
            "FIJ": "FJ",
            "FIN": "FI",
            "FRA": "FR",
            "GAB": "GA",
            "GAM": "GM",
            "GEO": "GE",
            "GEQ": "GQ",
            "GER": "DE",
            "GHA": "GH",
            "GRE": "GR",
            "GRL": "GL",
            "GRN": "GD",
            "GUA": "GT",
            "GUI": "GN",
            "GUM": "GU",
            "GUY": "GY",
            "HAI": "HT",
            "HKG": "HK",
            "HON": "HN",
            "HUN": "HU",
            "INA": "ID",
            "IND": "IN",
            "IRI": "IR",
            "IRL": "IE",
            "IRQ": "IQ",
            "ISL": "IS",
            "ISR": "IL",
            "ISV": "VI",
            "ITA": "IT",
            "IVB": "VG",
            "JAM": "JM",
            "JOR": "JO",
            "JPN": "JP",
            "KAZ": "KZ",
            "KEN": "KE",
            "KGZ": "KG",
            "KIR": "KI",
            "KOR": "KR",
            "KOS": "XK",
            "KSA": "SA",
            "KUW": "KW",
            "LAO": "LA",
            "LAT": "LV",
            "LBA": "LY",
            "LBN": "LB",
            "LBR": "LR",
            "LCA": "LC",
            "LES": "LS",
            "LIE": "LI",
            "LTU": "LT",
            "LUX": "LU",
            "MAC": "MO",
            "MAD": "MG",
            "MAR": "MA",
            "MAS": "MY",
            "MAW": "MW",
            "MDA": "MD",
            "MDV": "MV",
            "MEX": "MX",
            "MGL": "MN",
            "MKD": "MK",
            "MLI": "ML",
            "MLT": "MT",
            "MNC": "MC",
            "MNE": "ME",
            "MOZ": "MZ",
            "MRI": "MU",
            "MTN": "MR",
            "MYA": "MM",
            "NAM": "NA",
            "NCA": "NI",
            "NCL": "NC",
            "NED": "NL",
            "NEP": "NP",
            "NGR": "NG",
            "NIG": "NE",
            "NOR": "NO",
            "NRU": "NR",
            "NZL": "NZ",
            "OMA": "OM",
            "PAK": "PK",
            "PAN": "PA",
            "PAR": "PY",
            "PER": "PE",
            "PHI": "PH",
            "PLE": "PS",
            "PLW": "PW",
            "PNG": "PG",
            "POL": "PL",
            "POR": "PT",
            "PUR": "PR",
            "QAT": "QA",
            "ROU": "RO",
            "RSA": "ZA",
            "RUS": "RU",
            "RWA": "RW",
            "SEN": "SN",
            "SEY": "SC",
            "SGP": "SG",
            "SKN": "KN",
            "SLE": "SL",
            "SLO": "SI",
            "SMR": "SM",
            "SOL": "SB",
            "SOM": "SO",
            "SRB": "RS",
            "SRI": "LK",
            "SSD": "SS",
            "STP": "ST",
            "SUD": "SD",
            "SUI": "CH",
            "SUR": "SR",
            "SVK": "SK",
            "SWE": "SE",
            "SWZ": "SZ",
            "SYR": "SY",
            "TAN": "TZ",
            "TGA": "TO",
            "THA": "TH",
            "TJK": "TJ",
            "TKM": "TM",
            "TLS": "TL",
            "TOG": "TG",
            "TPE": "TW",
            "TTO": "TT",
            "TUN": "TN",
            "TUR": "TR",
            "UAE": "AE",
            "UGA": "UG",
            "UKR": "UA",
            "URU": "UY",
            "USA": "US",
            "UZB": "UZ",
            "VAN": "VU",
            "VEN": "VE",
            "VIE": "VN",
            "VIN": "VC",
            "YEM": "YE",
            "ZAM": "ZM",
            "ZIM": "ZW"
          },
          "unit": "count",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "month",
          "metadata_url": "https://handbook.fide.com/chapter/B022024",
          "methodology": "Counts of rows in FIDE's downloadable standard rating list, the fixed-width TXT file inside the monthly ZIP archive. Each row is one player with a published standard rating (1400 or above) on the list date, including players FIDE flags as inactive (Flag i or wi). A federation's figure counts rows whose Fed field equals its FIDE code; Fed is the federation a player is registered with, not citizenship or residence. Open-title counts read the Tit field (GM, IM, FM); the Woman Grandmaster count reads the WTit field, so a woman who also holds an open title is counted. Titled players without a published standard rating are not on this list and are not counted. The world figure counts every row, including federations without a repository geography and players registered under the FIDE flag (FID). FIDE codes map to ISO 3166 codes through the reviewed table in this configuration; England, Scotland and Wales are separate FIDE federations and no count is assigned to the United Kingdom. Every figure is recomputed from the pinned archive by the evidence gate; no zero is inferred for a federation with no matching rows.",
          "source_unit": null,
          "import_namespace": "[\"org_fide\",\"FIDE.STANDARD.WTIT.WGM\",\"Fed\",\"_list\",\"_count\",{\"WTit\":\"WGM\"}]",
          "supporting_responses": [],
          "indicator_metadata": null,
          "archive_entry": "standard_oct26frl.txt",
          "aggregate": "count"
        },
        "published_date": null,
        "accessed_at": "2026-10-04",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-04T15:40:07.636Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "World Chess Federation. (2026). FIDE standard rating list, October 2026: Woman Grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_TAC4050XB0SAHX7CCG9JT26T38",
        "bibtex": "@misc{fide2026fidet26t38,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: Woman Grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_TAC4050XB0SAHX7CCG9JT26T38},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    }
  ],
  "meta": {
    "attribution": "Data from StatOrigin (https://statorigin.org), CC BY 4.0. Attribution required.",
    "license": "https://creativecommons.org/licenses/by/4.0/",
    "docs": "https://statorigin.org/docs/api",
    "total": 64,
    "limit": 50,
    "next_cursor": "eyJhIjoic3RhdF9UQUM0MDUwWEIwU0FIWDdDQ0c5SlQyNlQzOCIsInQiOjY0fQ=="
  }
}