{
  "data": [
    {
      "id": "stat_0N63K0J8N6S2G2EP4AXMBFQQW4",
      "url": "https://statorigin.org/stat/stat_0N63K0J8N6S2G2EP4AXMBFQQW4",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "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": 31,
      "value_text": "31",
      "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"GEO\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, GE, 2026-10-01 to 2026-10-31: 31 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "GEO",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_0N63K0J8N6S2G2EP4AXMBFQQW4",
        "bibtex": "@misc{fide2026fidebfqqw4,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_0N63K0J8N6S2G2EP4AXMBFQQW4},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_0W6A1G1RBKGAFH2GFVGQ6GTXVY",
      "url": "https://statorigin.org/stat/stat_0W6A1G1RBKGAFH2GFVGQ6GTXVY",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "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": 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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"LTU\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, LT, 2026-10-01 to 2026-10-31: 11 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "LTU",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_0W6A1G1RBKGAFH2GFVGQ6GTXVY",
        "bibtex": "@misc{fide2026fide6gtxvy,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_0W6A1G1RBKGAFH2GFVGQ6GTXVY},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_0YVEM9B3G1J5FA89F9FQS6FDKB",
      "url": "https://statorigin.org/stat/stat_0YVEM9B3G1J5FA89F9FQS6FDKB",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "ID",
        "name": "Indonesia",
        "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"INA\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, ID, 2026-10-01 to 2026-10-31: 5 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "INA",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_0YVEM9B3G1J5FA89F9FQS6FDKB",
        "bibtex": "@misc{fide2026fides6fdkb,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_0YVEM9B3G1J5FA89F9FQS6FDKB},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_162W4SBAXX43G12SQNBSTKQR5M",
      "url": "https://statorigin.org/stat/stat_162W4SBAXX43G12SQNBSTKQR5M",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "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": 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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"NOR\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, NO, 2026-10-01 to 2026-10-31: 20 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "NOR",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_162W4SBAXX43G12SQNBSTKQR5M",
        "bibtex": "@misc{fide2026fidetkqr5m,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_162W4SBAXX43G12SQNBSTKQR5M},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_22QA04ZX3T97H03FP9CAPNBJM3",
      "url": "https://statorigin.org/stat/stat_22QA04ZX3T97H03FP9CAPNBJM3",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "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": 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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"CAN\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, CA, 2026-10-01 to 2026-10-31: 16 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "CAN",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_22QA04ZX3T97H03FP9CAPNBJM3",
        "bibtex": "@misc{fide2026fidepnbjm3,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_22QA04ZX3T97H03FP9CAPNBJM3},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_2DXJKM1A4A5EJSJJJW7RKWNVEH",
      "url": "https://statorigin.org/stat/stat_2DXJKM1A4A5EJSJJJW7RKWNVEH",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "BY",
        "name": "Belarus",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 14,
      "value_text": "14",
      "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"BLR\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, BY, 2026-10-01 to 2026-10-31: 14 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "BLR",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_2DXJKM1A4A5EJSJJJW7RKWNVEH",
        "bibtex": "@misc{fide2026fidekwnveh,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_2DXJKM1A4A5EJSJJJW7RKWNVEH},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_2K4SC8FP74QQ777C38J89567N8",
      "url": "https://statorigin.org/stat/stat_2K4SC8FP74QQ777C38J89567N8",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "HR",
        "name": "Croatia",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 31,
      "value_text": "31",
      "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"CRO\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, HR, 2026-10-01 to 2026-10-31: 31 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "CRO",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_2K4SC8FP74QQ777C38J89567N8",
        "bibtex": "@misc{fide2026fide9567n8,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_2K4SC8FP74QQ777C38J89567N8},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_2KWVJKCY7K73ME4N8WM79Q3A6B",
      "url": "https://statorigin.org/stat/stat_2KWVJKCY7K73ME4N8WM79Q3A6B",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "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": 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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"POR\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, PT, 2026-10-01 to 2026-10-31: 4 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "POR",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_2KWVJKCY7K73ME4N8WM79Q3A6B",
        "bibtex": "@misc{fide2026fide9q3a6b,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_2KWVJKCY7K73ME4N8WM79Q3A6B},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_2SVCVAD9WT5KBR3S3P21P337Z1",
      "url": "https://statorigin.org/stat/stat_2SVCVAD9WT5KBR3S3P21P337Z1",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "DK",
        "name": "Denmark",
        "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"DEN\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, DK, 2026-10-01 to 2026-10-31: 16 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "DEN",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_2SVCVAD9WT5KBR3S3P21P337Z1",
        "bibtex": "@misc{fide2026fidep337z1,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_2SVCVAD9WT5KBR3S3P21P337Z1},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_2TKV79NGPBVY1020ABH7GTQ22D",
      "url": "https://statorigin.org/stat/stat_2TKV79NGPBVY1020ABH7GTQ22D",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "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": 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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"EST\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, EE, 2026-10-01 to 2026-10-31: 6 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "EST",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_2TKV79NGPBVY1020ABH7GTQ22D",
        "bibtex": "@misc{fide2026fidegtq22d,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_2TKV79NGPBVY1020ABH7GTQ22D},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_34QJ7W6GT8YJ17Q5KE8VJTXT9A",
      "url": "https://statorigin.org/stat/stat_34QJ7W6GT8YJ17Q5KE8VJTXT9A",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "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": 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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"UAE\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, AE, 2026-10-01 to 2026-10-31: 2 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "UAE",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_34QJ7W6GT8YJ17Q5KE8VJTXT9A",
        "bibtex": "@misc{fide2026fidejtxt9a,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_34QJ7W6GT8YJ17Q5KE8VJTXT9A},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_39YMAQPQSBKP5C09C12EDF23JH",
      "url": "https://statorigin.org/stat/stat_39YMAQPQSBKP5C09C12EDF23JH",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "AD",
        "name": "Andorra",
        "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"AND\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, AD, 2026-10-01 to 2026-10-31: 3 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "AND",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_39YMAQPQSBKP5C09C12EDF23JH",
        "bibtex": "@misc{fide2026fidedf23jh,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_39YMAQPQSBKP5C09C12EDF23JH},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_3DA0608R7EM654K77S4NM2SEFC",
      "url": "https://statorigin.org/stat/stat_3DA0608R7EM654K77S4NM2SEFC",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "BE",
        "name": "Belgium",
        "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"BEL\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, BE, 2026-10-01 to 2026-10-31: 9 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "BEL",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_3DA0608R7EM654K77S4NM2SEFC",
        "bibtex": "@misc{fide2026fidem2sefc,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_3DA0608R7EM654K77S4NM2SEFC},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_3RG6G5NQM5T11Z7QKHZVTFB2KM",
      "url": "https://statorigin.org/stat/stat_3RG6G5NQM5T11Z7QKHZVTFB2KM",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "PH",
        "name": "Philippines",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 14,
      "value_text": "14",
      "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"PHI\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, PH, 2026-10-01 to 2026-10-31: 14 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "PHI",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_3RG6G5NQM5T11Z7QKHZVTFB2KM",
        "bibtex": "@misc{fide2026fidetfb2km,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_3RG6G5NQM5T11Z7QKHZVTFB2KM},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_3Z9NXSPVSZNHVH3X8EVEBKM48E",
      "url": "https://statorigin.org/stat/stat_3Z9NXSPVSZNHVH3X8EVEBKM48E",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "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": 184,
      "value_text": "184",
      "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"RUS\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, RU, 2026-10-01 to 2026-10-31: 184 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "RUS",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_3Z9NXSPVSZNHVH3X8EVEBKM48E",
        "bibtex": "@misc{fide2026fidebkm48e,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_3Z9NXSPVSZNHVH3X8EVEBKM48E},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_4MRZNCWPVX8J0XW4GN1Y00RE1E",
      "url": "https://statorigin.org/stat/stat_4MRZNCWPVX8J0XW4GN1Y00RE1E",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "MK",
        "name": "North Macedonia",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 10,
      "value_text": "10",
      "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"MKD\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, MK, 2026-10-01 to 2026-10-31: 10 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "MKD",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_4MRZNCWPVX8J0XW4GN1Y00RE1E",
        "bibtex": "@misc{fide2026fide00re1e,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_4MRZNCWPVX8J0XW4GN1Y00RE1E},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_56RECHASDYC0T8JY4S4C6NQKB9",
      "url": "https://statorigin.org/stat/stat_56RECHASDYC0T8JY4S4C6NQKB9",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "ME",
        "name": "Montenegro",
        "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"MNE\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, ME, 2026-10-01 to 2026-10-31: 11 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "MNE",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_56RECHASDYC0T8JY4S4C6NQKB9",
        "bibtex": "@misc{fide2026fide6nqkb9,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_56RECHASDYC0T8JY4S4C6NQKB9},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_6A3WTHC4VK3PXPXB40HWXKCQYB",
      "url": "https://statorigin.org/stat/stat_6A3WTHC4VK3PXPXB40HWXKCQYB",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"RSA\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, ZA, 2026-10-01 to 2026-10-31: 1 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "RSA",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_6A3WTHC4VK3PXPXB40HWXKCQYB",
        "bibtex": "@misc{fide2026fidexkcqyb,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_6A3WTHC4VK3PXPXB40HWXKCQYB},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_6ANMP1RYFKTMFE2X91ZB9GA3AV",
      "url": "https://statorigin.org/stat/stat_6ANMP1RYFKTMFE2X91ZB9GA3AV",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "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": 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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"COL\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, CO, 2026-10-01 to 2026-10-31: 11 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "COL",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_6ANMP1RYFKTMFE2X91ZB9GA3AV",
        "bibtex": "@misc{fide2026fide9ga3av,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_6ANMP1RYFKTMFE2X91ZB9GA3AV},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_6RDNWEFTJMR60266XMFJGBJAGK",
      "url": "https://statorigin.org/stat/stat_6RDNWEFTJMR60266XMFJGBJAGK",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "TM",
        "name": "Turkmenistan",
        "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"TKM\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, TM, 2026-10-01 to 2026-10-31: 8 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "TKM",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_6RDNWEFTJMR60266XMFJGBJAGK",
        "bibtex": "@misc{fide2026fidegbjagk,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_6RDNWEFTJMR60266XMFJGBJAGK},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_70DYHF88P6SK481QEZ3E8YNPW2",
      "url": "https://statorigin.org/stat/stat_70DYHF88P6SK481QEZ3E8YNPW2",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "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": 32,
      "value_text": "32",
      "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"BUL\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, BG, 2026-10-01 to 2026-10-31: 32 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "BUL",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_70DYHF88P6SK481QEZ3E8YNPW2",
        "bibtex": "@misc{fide2026fide8ynpw2,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_70DYHF88P6SK481QEZ3E8YNPW2},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_776EEM34BTAFHPYH802FTVJF86",
      "url": "https://statorigin.org/stat/stat_776EEM34BTAFHPYH802FTVJF86",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "DO",
        "name": "Dominican Republic",
        "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"DOM\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, DO, 2026-10-01 to 2026-10-31: 1 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "DOM",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_776EEM34BTAFHPYH802FTVJF86",
        "bibtex": "@misc{fide2026fidetvjf86,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_776EEM34BTAFHPYH802FTVJF86},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_7CPAWHMHYPPBM7HA0H4WTQT256",
      "url": "https://statorigin.org/stat/stat_7CPAWHMHYPPBM7HA0H4WTQT256",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "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": 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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"BIH\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, BA, 2026-10-01 to 2026-10-31: 6 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "BIH",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_7CPAWHMHYPPBM7HA0H4WTQT256",
        "bibtex": "@misc{fide2026fidetqt256,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_7CPAWHMHYPPBM7HA0H4WTQT256},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_82VS8GTA43KQ4SD3NT6FT4XRYF",
      "url": "https://statorigin.org/stat/stat_82VS8GTA43KQ4SD3NT6FT4XRYF",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "SN",
        "name": "Senegal",
        "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"SEN\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, SN, 2026-10-01 to 2026-10-31: 1 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "SEN",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_82VS8GTA43KQ4SD3NT6FT4XRYF",
        "bibtex": "@misc{fide2026fidet4xryf,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_82VS8GTA43KQ4SD3NT6FT4XRYF},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_8SZ8BKNBYQKYQ0E1G2X1MVXBYG",
      "url": "https://statorigin.org/stat/stat_8SZ8BKNBYQKYQ0E1G2X1MVXBYG",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "SG",
        "name": "Singapore",
        "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"SGP\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, SG, 2026-10-01 to 2026-10-31: 6 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "SGP",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_8SZ8BKNBYQKYQ0E1G2X1MVXBYG",
        "bibtex": "@misc{fide2026fidemvxbyg,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_8SZ8BKNBYQKYQ0E1G2X1MVXBYG},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_91VR0E75A5CFA5QCRWE525HCFP",
      "url": "https://statorigin.org/stat/stat_91VR0E75A5CFA5QCRWE525HCFP",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "TN",
        "name": "Tunisia",
        "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"TUN\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, TN, 2026-10-01 to 2026-10-31: 2 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "TUN",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_91VR0E75A5CFA5QCRWE525HCFP",
        "bibtex": "@misc{fide2026fide25hcfp,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_91VR0E75A5CFA5QCRWE525HCFP},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_9492PNXYYDG944MJ1WDYDF0XH1",
      "url": "https://statorigin.org/stat/stat_9492PNXYYDG944MJ1WDYDF0XH1",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "CN",
        "name": "China",
        "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"CHN\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, CN, 2026-10-01 to 2026-10-31: 57 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "CHN",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_9492PNXYYDG944MJ1WDYDF0XH1",
        "bibtex": "@misc{fide2026fidedf0xh1,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_9492PNXYYDG944MJ1WDYDF0XH1},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_96FVS9WYATNCNYH40BEFDEYEM1",
      "url": "https://statorigin.org/stat/stat_96FVS9WYATNCNYH40BEFDEYEM1",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "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": 58,
      "value_text": "58",
      "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"SRB\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, RS, 2026-10-01 to 2026-10-31: 58 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "SRB",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_96FVS9WYATNCNYH40BEFDEYEM1",
        "bibtex": "@misc{fide2026fidedeyem1,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_96FVS9WYATNCNYH40BEFDEYEM1},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_9EJFSC20ZTKB3WPET3FF3JRK68",
      "url": "https://statorigin.org/stat/stat_9EJFSC20ZTKB3WPET3FF3JRK68",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "VN",
        "name": "Viet Nam",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 13,
      "value_text": "13",
      "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"VIE\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, VN, 2026-10-01 to 2026-10-31: 13 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "VIE",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_9EJFSC20ZTKB3WPET3FF3JRK68",
        "bibtex": "@misc{fide2026fide3jrk68,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_9EJFSC20ZTKB3WPET3FF3JRK68},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_A08MB6PYB31FQY1K131MGCZSK9",
      "url": "https://statorigin.org/stat/stat_A08MB6PYB31FQY1K131MGCZSK9",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "QA",
        "name": "Qatar",
        "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"QAT\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, QA, 2026-10-01 to 2026-10-31: 3 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "QAT",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_A08MB6PYB31FQY1K131MGCZSK9",
        "bibtex": "@misc{fide2026fidegczsk9,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_A08MB6PYB31FQY1K131MGCZSK9},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_AAR1R0S81VN2K713CQ6QZPC5W5",
      "url": "https://statorigin.org/stat/stat_AAR1R0S81VN2K713CQ6QZPC5W5",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "JO",
        "name": "Jordan",
        "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"JOR\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, JO, 2026-10-01 to 2026-10-31: 1 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "JOR",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_AAR1R0S81VN2K713CQ6QZPC5W5",
        "bibtex": "@misc{fide2026fidezpc5w5,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_AAR1R0S81VN2K713CQ6QZPC5W5},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_AEB30Y18FR9862G0PDHG1V080G",
      "url": "https://statorigin.org/stat/stat_AEB30Y18FR9862G0PDHG1V080G",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "CH",
        "name": "Switzerland",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 13,
      "value_text": "13",
      "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"SUI\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, CH, 2026-10-01 to 2026-10-31: 13 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "SUI",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_AEB30Y18FR9862G0PDHG1V080G",
        "bibtex": "@misc{fide2026fide1v080g,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_AEB30Y18FR9862G0PDHG1V080G},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_BBB65EY03H3MDCDZFZNST11VJZ",
      "url": "https://statorigin.org/stat/stat_BBB65EY03H3MDCDZFZNST11VJZ",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "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": 26,
      "value_text": "26",
      "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"CUB\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, CU, 2026-10-01 to 2026-10-31: 26 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "CUB",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_BBB65EY03H3MDCDZFZNST11VJZ",
        "bibtex": "@misc{fide2026fidet11vjz,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_BBB65EY03H3MDCDZFZNST11VJZ},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_BKZV0HSMG92QHYTQ84FA4K8GZ9",
      "url": "https://statorigin.org/stat/stat_BKZV0HSMG92QHYTQ84FA4K8GZ9",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "TJ",
        "name": "Tajikistan",
        "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"TJK\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, TJ, 2026-10-01 to 2026-10-31: 1 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "TJK",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_BKZV0HSMG92QHYTQ84FA4K8GZ9",
        "bibtex": "@misc{fide2026fide4k8gz9,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_BKZV0HSMG92QHYTQ84FA4K8GZ9},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_BSGDRRJ398N8E0K6BDVDF55CJJ",
      "url": "https://statorigin.org/stat/stat_BSGDRRJ398N8E0K6BDVDF55CJJ",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "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": 26,
      "value_text": "26",
      "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"ARG\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, AR, 2026-10-01 to 2026-10-31: 26 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "ARG",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_BSGDRRJ398N8E0K6BDVDF55CJJ",
        "bibtex": "@misc{fide2026fidef55cjj,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_BSGDRRJ398N8E0K6BDVDF55CJJ},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_C2YWKZ14RFEK4RBQYQZKNJV76D",
      "url": "https://statorigin.org/stat/stat_C2YWKZ14RFEK4RBQYQZKNJV76D",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "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": 43,
      "value_text": "43",
      "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"NED\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, NL, 2026-10-01 to 2026-10-31: 43 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "NED",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_C2YWKZ14RFEK4RBQYQZKNJV76D",
        "bibtex": "@misc{fide2026fidenjv76d,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_C2YWKZ14RFEK4RBQYQZKNJV76D},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_CCXQ759AST2CG0SHY7GH4JPFWK",
      "url": "https://statorigin.org/stat/stat_CCXQ759AST2CG0SHY7GH4JPFWK",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "DE",
        "name": "Germany",
        "type": "country"
      },
      "period": {
        "start": "2026-10-01",
        "end": "2026-10-31",
        "type": "month"
      },
      "value": 103,
      "value_text": "103",
      "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"GER\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, DE, 2026-10-01 to 2026-10-31: 103 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "GER",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_CCXQ759AST2CG0SHY7GH4JPFWK",
        "bibtex": "@misc{fide2026fide4jpfwk,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_CCXQ759AST2CG0SHY7GH4JPFWK},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_D3SES0Q8E9H1AX7ZSQGWHJNSGX",
      "url": "https://statorigin.org/stat/stat_D3SES0Q8E9H1AX7ZSQGWHJNSGX",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "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": 85,
      "value_text": "85",
      "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"UKR\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, UA, 2026-10-01 to 2026-10-31: 85 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "UKR",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_D3SES0Q8E9H1AX7ZSQGWHJNSGX",
        "bibtex": "@misc{fide2026fidehjnsgx,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_D3SES0Q8E9H1AX7ZSQGWHJNSGX},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_DE5ZBQQVCCTA3A1GR03WJBGEM3",
      "url": "https://statorigin.org/stat/stat_DE5ZBQQVCCTA3A1GR03WJBGEM3",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "ZM",
        "name": "Zambia",
        "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"ZAM\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, ZM, 2026-10-01 to 2026-10-31: 1 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "ZAM",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_DE5ZBQQVCCTA3A1GR03WJBGEM3",
        "bibtex": "@misc{fide2026fidejbgem3,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_DE5ZBQQVCCTA3A1GR03WJBGEM3},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_DZPK1DEBFXNB0TFTXDHAWZ5983",
      "url": "https://statorigin.org/stat/stat_DZPK1DEBFXNB0TFTXDHAWZ5983",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "MA",
        "name": "Morocco",
        "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"MAR\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, MA, 2026-10-01 to 2026-10-31: 1 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "MAR",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_DZPK1DEBFXNB0TFTXDHAWZ5983",
        "bibtex": "@misc{fide2026fidewz5983,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_DZPK1DEBFXNB0TFTXDHAWZ5983},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_E38W12HGPREKGS5J1GJRKJ7A68",
      "url": "https://statorigin.org/stat/stat_E38W12HGPREKGS5J1GJRKJ7A68",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "CY",
        "name": "Cyprus",
        "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"CYP\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, CY, 2026-10-01 to 2026-10-31: 1 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "CYP",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_E38W12HGPREKGS5J1GJRKJ7A68",
        "bibtex": "@misc{fide2026fidekj7a68,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_E38W12HGPREKGS5J1GJRKJ7A68},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_EAM2JRXHEBY0FDM1BH27JCB2VR",
      "url": "https://statorigin.org/stat/stat_EAM2JRXHEBY0FDM1BH27JCB2VR",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "TW",
        "name": "Taiwan, China",
        "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"TPE\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, TW, 2026-10-01 to 2026-10-31: 1 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "TPE",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_EAM2JRXHEBY0FDM1BH27JCB2VR",
        "bibtex": "@misc{fide2026fidejcb2vr,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_EAM2JRXHEBY0FDM1BH27JCB2VR},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_EE3J2BGBYV0QHTJ56P8HYF9RYS",
      "url": "https://statorigin.org/stat/stat_EE3J2BGBYV0QHTJ56P8HYF9RYS",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "KR",
        "name": "Korea, Republic of",
        "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"KOR\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, KR, 2026-10-01 to 2026-10-31: 1 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "KOR",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_EE3J2BGBYV0QHTJ56P8HYF9RYS",
        "bibtex": "@misc{fide2026fideyf9rys,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_EE3J2BGBYV0QHTJ56P8HYF9RYS},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_EP2ABNDQBNK04BZR4S36QBJ9GA",
      "url": "https://statorigin.org/stat/stat_EP2ABNDQBNK04BZR4S36QBJ9GA",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "MD",
        "name": "Moldova",
        "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"MDA\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, MD, 2026-10-01 to 2026-10-31: 8 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "MDA",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_EP2ABNDQBNK04BZR4S36QBJ9GA",
        "bibtex": "@misc{fide2026fideqbj9ga,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_EP2ABNDQBNK04BZR4S36QBJ9GA},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_F0YYC5ERWNCF4HZ78K0WZANCQP",
      "url": "https://statorigin.org/stat/stat_F0YYC5ERWNCF4HZ78K0WZANCQP",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"IRL\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, IE, 2026-10-01 to 2026-10-31: 1 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "IRL",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_F0YYC5ERWNCF4HZ78K0WZANCQP",
        "bibtex": "@misc{fide2026fidezancqp,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_F0YYC5ERWNCF4HZ78K0WZANCQP},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_F5FR6EDS2W6T8989X9BSVVQZZ3",
      "url": "https://statorigin.org/stat/stat_F5FR6EDS2W6T8989X9BSVVQZZ3",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "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": 60,
      "value_text": "60",
      "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"FRA\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, FR, 2026-10-01 to 2026-10-31: 60 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "FRA",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_F5FR6EDS2W6T8989X9BSVVQZZ3",
        "bibtex": "@misc{fide2026fidevvqzz3,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_F5FR6EDS2W6T8989X9BSVVQZZ3},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_FKT00JH0S5S4H5D7C6DE9YXWBT",
      "url": "https://statorigin.org/stat/stat_FKT00JH0S5S4H5D7C6DE9YXWBT",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "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": 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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"PAR\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, PY, 2026-10-01 to 2026-10-31: 4 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "PAR",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_FKT00JH0S5S4H5D7C6DE9YXWBT",
        "bibtex": "@misc{fide2026fide9yxwbt,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_FKT00JH0S5S4H5D7C6DE9YXWBT},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_FKZ674Q5EJE5A6E7J9M1C31KDV",
      "url": "https://statorigin.org/stat/stat_FKZ674Q5EJE5A6E7J9M1C31KDV",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "DZ",
        "name": "Algeria",
        "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"ALG\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, DZ, 2026-10-01 to 2026-10-31: 3 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "ALG",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_FKZ674Q5EJE5A6E7J9M1C31KDV",
        "bibtex": "@misc{fide2026fidec31kdv,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_FKZ674Q5EJE5A6E7J9M1C31KDV},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_FW8W1GECHFJ4016C3KH0CSHDH9",
      "url": "https://statorigin.org/stat/stat_FW8W1GECHFJ4016C3KH0CSHDH9",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "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": 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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"IRI\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, IR, 2026-10-01 to 2026-10-31: 16 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "IRI",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_FW8W1GECHFJ4016C3KH0CSHDH9",
        "bibtex": "@misc{fide2026fidecshdh9,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_FW8W1GECHFJ4016C3KH0CSHDH9},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_GKQ04VTMZVWVA6SE67QCFY841K",
      "url": "https://statorigin.org/stat/stat_GKQ04VTMZVWVA6SE67QCFY841K",
      "indicator": {
        "slug": "fide-grandmasters",
        "name": "FIDE Grandmasters (standard list)",
        "definition": "Players carrying the GM title on the FIDE standard rating list"
      },
      "industry": [
        {
          "slug": "chess",
          "name": "Chess",
          "isic": "TOPIC_CHESS",
          "is_primary": true
        }
      ],
      "region": {
        "code": "FO",
        "name": "Faroe Islands",
        "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: grandmasters by federation",
        "document_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
        "document_type": "dataset",
        "locator": "FIDE.STANDARD.TIT.GM: {\"_list\":\"2026-10\",\"Fed\":\"FAI\",\"Tit\":\"GM\"}",
        "quote": "Dataset evidence (generated): FIDE.STANDARD.TIT.GM, FO, 2026-10-01 to 2026-10-31: 1 count (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "keys": {
            "Tit": "GM",
            "Fed": "FAI",
            "_list": "2026-10"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ratings.fide.com/download/standard_oct26frl.zip",
          "sha256": "d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9",
          "retrieved_at": "2026-10-04T15:37:36.609Z",
          "snapshot_path": "data/evidence/d83d5817c9a4e9ec921e72c9a28f53a32d351e16ea5fa4fe4dca911f115184c9.zip",
          "format": "zip",
          "dataset_code": "FIDE.STANDARD.TIT.GM",
          "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.TIT.GM\",\"Fed\",\"_list\",\"_count\",{\"Tit\":\"GM\"}]",
          "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": "2026-10-04T15:37:39.284Z",
      "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: grandmasters by federation. Retrieved October 4, 2026, from https://ratings.fide.com/download/standard_oct26frl.zip. Via StatOrigin, https://statorigin.org/stat/stat_GKQ04VTMZVWVA6SE67QCFY841K",
        "bibtex": "@misc{fide2026fidefy841k,\n  author       = {{World Chess Federation}},\n  title        = {FIDE standard rating list, October 2026: grandmasters by federation},\n  year         = {2026},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_GKQ04VTMZVWVA6SE67QCFY841K},\n  note         = {Original source: https://ratings.fide.com/download/standard\\_oct26frl.zip. Accessed October 4, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    }
  ],
  "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": 101,
    "limit": 50,
    "next_cursor": "eyJhIjoic3RhdF9HS1EwNFZUTVpWV1ZBNlNFNjdRQ0ZZODQxSyIsInQiOjEwMX0="
  }
}