{
  "data": [
    {
      "id": "stat_8TMN0JRHQYS2JFHYB0Y6WPB6PV",
      "url": "https://statorigin.org/stat/stat_8TMN0JRHQYS2JFHYB0Y6WPB6PV",
      "indicator": {
        "slug": "generative-ai-usage-share-16-24",
        "name": "Generative AI tools usage rate (ages 16–24)",
        "definition": "Percentage of individuals aged 16 to 24 who used generative artificial intelligence tools in the last 3 months."
      },
      "industry": [
        {
          "slug": "software",
          "name": "Computer programming, consultancy and related activities",
          "isic": "J62",
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        }
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        "code": "XK",
        "name": "Kosovo",
        "type": "country"
      },
      "period": {
        "start": "2025-01-01",
        "end": "2025-12-31",
        "type": "year"
      },
      "value": 85.33,
      "value_text": "85.33",
      "unit": "percent",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "Statistical Office of the European Union",
        "org_short_name": "Eurostat",
        "org_url": "https://ec.europa.eu/eurostat",
        "org_tier": 1,
        "document_title": "Eurostat individuals using generative AI tools in the last 3 months (ages 16–24)",
        "document_url": "https://ec.europa.eu/eurostat/api/dissemination/statistics/1.0/data/isoc_ai_iaiu?format=JSON&lang=en&indic_is=I_IUAI&unit=PC_IND&ind_type=Y16_24",
        "document_type": "dataset",
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        "quote": "Dataset evidence (generated): isoc_ai_iaiu, XK, 2025-01-01 to 2025-12-31: 85.33 percent (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "isoc_ai_iaiu",
          "keys": {
            "freq": "A",
            "indic_is": "I_IUAI",
            "unit": "PC_IND",
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            "geo": "XK",
            "time": "2025"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ec.europa.eu/eurostat/api/dissemination/statistics/1.0/data/isoc_ai_iaiu?format=JSON&lang=en&indic_is=I_IUAI&unit=PC_IND&ind_type=Y16_24",
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          "snapshot_path": "data/evidence/da2ed66e4053c69c60ecd79586c19982aace3c576af84f6e4ccf2d4104629a8c.json",
          "format": "json",
          "dataset_code": "isoc_ai_iaiu",
          "version": "2026-06-05",
          "rows_path": [],
          "rows_encoding": "jsonstat",
          "columns": {
            "region": "geo",
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            "KI": "KI",
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            "KY": "KY",
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            "LK": "LK",
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            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
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            "TG": "TG",
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            "TJ": "TJ",
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            "TM": "TM",
            "TN": "TN",
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            "TT": "TT",
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            "VC": "VC",
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            "VN": "VN",
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            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "EL": "GR",
            "UK": "GB"
          },
          "unit": "percent",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "year",
          "metadata_url": "https://ec.europa.eu/eurostat/cache/metadata/en/isoc_i_esms.htm",
          "methodology": "Eurostat survey on ICT usage in households and by individuals (isoc_ai_iaiu). Indicator I_IUAI measures the percentage of individuals aged 16 to 24 who used generative artificial intelligence tools in the last 3 months. Data collected annually under Regulation (EU) 2019/1700.",
          "source_unit": null,
          "import_namespace": "[\"org_eurostat\",\"isoc_ai_iaiu\",\"geo\",\"time\",\"value\",{\"freq\":\"A\",\"ind_type\":\"Y16_24\",\"indic_is\":\"I_IUAI\",\"unit\":\"PC_IND\"}]",
          "supporting_responses": [],
          "indicator_metadata": null
        },
        "published_date": null,
        "accessed_at": "2026-10-02",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-02T12:06:01.686Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "Statistical Office of the European Union. (2025). Eurostat individuals using generative AI tools in the last 3 months (ages 16–24). Retrieved October 2, 2026, from https://ec.europa.eu/eurostat/api/dissemination/statistics/1.0/data/isoc_ai_iaiu?format=JSON&lang=en&indic_is=I_IUAI&unit=PC_IND&ind_type=Y16_24. Via StatOrigin, https://statorigin.org/stat/stat_8TMN0JRHQYS2JFHYB0Y6WPB6PV",
        "bibtex": "@misc{eurostat2025generativewpb6pv,\n  author       = {{Statistical Office of the European Union}},\n  title        = {Eurostat individuals using generative AI tools in the last 3 months (ages 16–24)},\n  year         = {2025},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_8TMN0JRHQYS2JFHYB0Y6WPB6PV},\n  note         = {Original source: https://ec.europa.eu/eurostat/api/dissemination/statistics/1.0/data/isoc\\_ai\\_iaiu?format=JSON\\&lang=en\\&indic\\_is=I\\_IUAI\\&unit=PC\\_IND\\&ind\\_type=Y16\\_24. Accessed October 2, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:04:42.809Z"
    },
    {
      "id": "stat_JYHAGJPVMY8V392HFJ16VCE5KQ",
      "url": "https://statorigin.org/stat/stat_JYHAGJPVMY8V392HFJ16VCE5KQ",
      "indicator": {
        "slug": "generative-ai-usage-share-25-54",
        "name": "Generative AI tools usage rate (ages 25–54)",
        "definition": "Percentage of individuals aged 25 to 54 who used generative artificial intelligence tools in the last 3 months."
      },
      "industry": [
        {
          "slug": "software",
          "name": "Computer programming, consultancy and related activities",
          "isic": "J62",
          "is_primary": true
        }
      ],
      "region": {
        "code": "XK",
        "name": "Kosovo",
        "type": "country"
      },
      "period": {
        "start": "2025-01-01",
        "end": "2025-12-31",
        "type": "year"
      },
      "value": 45.97,
      "value_text": "45.97",
      "unit": "percent",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "Statistical Office of the European Union",
        "org_short_name": "Eurostat",
        "org_url": "https://ec.europa.eu/eurostat",
        "org_tier": 1,
        "document_title": "Eurostat individuals using generative AI tools in the last 3 months (ages 25–54)",
        "document_url": "https://ec.europa.eu/eurostat/api/dissemination/statistics/1.0/data/isoc_ai_iaiu?format=JSON&lang=en&indic_is=I_IUAI&unit=PC_IND&ind_type=Y25_54",
        "document_type": "dataset",
        "locator": "isoc_ai_iaiu: {\"freq\":\"A\",\"geo\":\"XK\",\"ind_type\":\"Y25_54\",\"indic_is\":\"I_IUAI\",\"time\":\"2025\",\"unit\":\"PC_IND\"}",
        "quote": "Dataset evidence (generated): isoc_ai_iaiu, XK, 2025-01-01 to 2025-12-31: 45.97 percent (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "isoc_ai_iaiu",
          "keys": {
            "freq": "A",
            "indic_is": "I_IUAI",
            "unit": "PC_IND",
            "ind_type": "Y25_54",
            "geo": "XK",
            "time": "2025"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ec.europa.eu/eurostat/api/dissemination/statistics/1.0/data/isoc_ai_iaiu?format=JSON&lang=en&indic_is=I_IUAI&unit=PC_IND&ind_type=Y25_54",
          "sha256": "d75073f723efb08cf1490c512ec2844293c660e93848a5602ac1667fb1b0907a",
          "retrieved_at": "2026-10-02T12:06:07.295Z",
          "snapshot_path": "data/evidence/d75073f723efb08cf1490c512ec2844293c660e93848a5602ac1667fb1b0907a.json",
          "format": "json",
          "dataset_code": "isoc_ai_iaiu",
          "version": "2026-06-05",
          "rows_path": [],
          "rows_encoding": "jsonstat",
          "columns": {
            "region": "geo",
            "period": "time",
            "value": "value"
          },
          "region_map": {
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            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
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            "TJ": "TJ",
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            "TN": "TN",
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            "TR": "TR",
            "TT": "TT",
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            "TW": "TW",
            "TZ": "TZ",
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            "US": "US",
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            "VC": "VC",
            "VE": "VE",
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            "VN": "VN",
            "VU": "VU",
            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
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            "ZW": "ZW",
            "EL": "GR",
            "UK": "GB"
          },
          "unit": "percent",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "year",
          "metadata_url": "https://ec.europa.eu/eurostat/cache/metadata/en/isoc_i_esms.htm",
          "methodology": "Eurostat survey on ICT usage in households and by individuals (isoc_ai_iaiu). Indicator I_IUAI measures the percentage of individuals aged 25 to 54 who used generative artificial intelligence tools in the last 3 months. Data collected annually under Regulation (EU) 2019/1700.",
          "source_unit": null,
          "import_namespace": "[\"org_eurostat\",\"isoc_ai_iaiu\",\"geo\",\"time\",\"value\",{\"freq\":\"A\",\"ind_type\":\"Y25_54\",\"indic_is\":\"I_IUAI\",\"unit\":\"PC_IND\"}]",
          "supporting_responses": [],
          "indicator_metadata": null
        },
        "published_date": null,
        "accessed_at": "2026-10-02",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-02T12:06:07.296Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "Statistical Office of the European Union. (2025). Eurostat individuals using generative AI tools in the last 3 months (ages 25–54). Retrieved October 2, 2026, from https://ec.europa.eu/eurostat/api/dissemination/statistics/1.0/data/isoc_ai_iaiu?format=JSON&lang=en&indic_is=I_IUAI&unit=PC_IND&ind_type=Y25_54. Via StatOrigin, https://statorigin.org/stat/stat_JYHAGJPVMY8V392HFJ16VCE5KQ",
        "bibtex": "@misc{eurostat2025generativevce5kq,\n  author       = {{Statistical Office of the European Union}},\n  title        = {Eurostat individuals using generative AI tools in the last 3 months (ages 25–54)},\n  year         = {2025},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_JYHAGJPVMY8V392HFJ16VCE5KQ},\n  note         = {Original source: https://ec.europa.eu/eurostat/api/dissemination/statistics/1.0/data/isoc\\_ai\\_iaiu?format=JSON\\&lang=en\\&indic\\_is=I\\_IUAI\\&unit=PC\\_IND\\&ind\\_type=Y25\\_54. Accessed October 2, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:33:20.630Z"
    },
    {
      "id": "stat_K434NJ2WYVAPAJVV65SSNXGCD3",
      "url": "https://statorigin.org/stat/stat_K434NJ2WYVAPAJVV65SSNXGCD3",
      "indicator": {
        "slug": "generative-ai-usage-share-total",
        "name": "Generative AI tools usage rate (ages 16–74)",
        "definition": "Percentage of individuals aged 16 to 74 who used generative artificial intelligence tools in the last 3 months."
      },
      "industry": [
        {
          "slug": "software",
          "name": "Computer programming, consultancy and related activities",
          "isic": "J62",
          "is_primary": true
        }
      ],
      "region": {
        "code": "XK",
        "name": "Kosovo",
        "type": "country"
      },
      "period": {
        "start": "2025-01-01",
        "end": "2025-12-31",
        "type": "year"
      },
      "value": 44.85,
      "value_text": "44.85",
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      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "Statistical Office of the European Union",
        "org_short_name": "Eurostat",
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        "org_tier": 1,
        "document_title": "Eurostat individuals using generative AI tools in the last 3 months (ages 16–74)",
        "document_url": "https://ec.europa.eu/eurostat/api/dissemination/statistics/1.0/data/isoc_ai_iaiu?format=JSON&lang=en&indic_is=I_IUAI&unit=PC_IND&ind_type=IND_TOTAL",
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        "locator": "isoc_ai_iaiu: {\"freq\":\"A\",\"geo\":\"XK\",\"ind_type\":\"IND_TOTAL\",\"indic_is\":\"I_IUAI\",\"time\":\"2025\",\"unit\":\"PC_IND\"}",
        "quote": "Dataset evidence (generated): isoc_ai_iaiu, XK, 2025-01-01 to 2025-12-31: 44.85 percent (scale 1).",
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          "dataset_code": "isoc_ai_iaiu",
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            "freq": "A",
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          }
        },
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          "source_url": "https://ec.europa.eu/eurostat/api/dissemination/statistics/1.0/data/isoc_ai_iaiu?format=JSON&lang=en&indic_is=I_IUAI&unit=PC_IND&ind_type=IND_TOTAL",
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          },
          "unit": "percent",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "year",
          "metadata_url": "https://ec.europa.eu/eurostat/cache/metadata/en/isoc_i_esms.htm",
          "methodology": "Eurostat survey on ICT usage in households and by individuals (isoc_ai_iaiu). Indicator I_IUAI measures the percentage of individuals who used generative artificial intelligence tools in the last 3 months. Data collected annually under Regulation (EU) 2019/1700.",
          "source_unit": null,
          "import_namespace": "[\"org_eurostat\",\"isoc_ai_iaiu\",\"geo\",\"time\",\"value\",{\"freq\":\"A\",\"ind_type\":\"IND_TOTAL\",\"indic_is\":\"I_IUAI\",\"unit\":\"PC_IND\"}]",
          "supporting_responses": [],
          "indicator_metadata": null
        },
        "published_date": null,
        "accessed_at": "2026-10-02",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-02T12:05:39.258Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "Statistical Office of the European Union. (2025). Eurostat individuals using generative AI tools in the last 3 months (ages 16–74). Retrieved October 2, 2026, from https://ec.europa.eu/eurostat/api/dissemination/statistics/1.0/data/isoc_ai_iaiu?format=JSON&lang=en&indic_is=I_IUAI&unit=PC_IND&ind_type=IND_TOTAL. Via StatOrigin, https://statorigin.org/stat/stat_K434NJ2WYVAPAJVV65SSNXGCD3",
        "bibtex": "@misc{eurostat2025generativenxgcd3,\n  author       = {{Statistical Office of the European Union}},\n  title        = {Eurostat individuals using generative AI tools in the last 3 months (ages 16–74)},\n  year         = {2025},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_K434NJ2WYVAPAJVV65SSNXGCD3},\n  note         = {Original source: https://ec.europa.eu/eurostat/api/dissemination/statistics/1.0/data/isoc\\_ai\\_iaiu?format=JSON\\&lang=en\\&indic\\_is=I\\_IUAI\\&unit=PC\\_IND\\&ind\\_type=IND\\_TOTAL. Accessed October 2, 2026.}\n}"
      },
      "updated_at": "2026-10-02T14:09:16.304Z"
    },
    {
      "id": "stat_MBWVXGYP2WJMH45T5EMYP3XCVX",
      "url": "https://statorigin.org/stat/stat_MBWVXGYP2WJMH45T5EMYP3XCVX",
      "indicator": {
        "slug": "generative-ai-usage-share-private",
        "name": "Generative AI tools usage rate: private purposes (ages 16–74)",
        "definition": "Percentage of individuals aged 16 to 74 who used generative artificial intelligence tools for private purposes in the last 3 months."
      },
      "industry": [
        {
          "slug": "software",
          "name": "Computer programming, consultancy and related activities",
          "isic": "J62",
          "is_primary": true
        }
      ],
      "region": {
        "code": "XK",
        "name": "Kosovo",
        "type": "country"
      },
      "period": {
        "start": "2025-01-01",
        "end": "2025-12-31",
        "type": "year"
      },
      "value": 41.24,
      "value_text": "41.24",
      "unit": "percent",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "Statistical Office of the European Union",
        "org_short_name": "Eurostat",
        "org_url": "https://ec.europa.eu/eurostat",
        "org_tier": 1,
        "document_title": "Eurostat individuals using generative AI tools for private purposes (ages 16–74)",
        "document_url": "https://ec.europa.eu/eurostat/api/dissemination/statistics/1.0/data/isoc_ai_iaiu?format=JSON&lang=en&indic_is=I_IUAIPR&unit=PC_IND&ind_type=IND_TOTAL",
        "document_type": "dataset",
        "locator": "isoc_ai_iaiu: {\"freq\":\"A\",\"geo\":\"XK\",\"ind_type\":\"IND_TOTAL\",\"indic_is\":\"I_IUAIPR\",\"time\":\"2025\",\"unit\":\"PC_IND\"}",
        "quote": "Dataset evidence (generated): isoc_ai_iaiu, XK, 2025-01-01 to 2025-12-31: 41.24 percent (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "isoc_ai_iaiu",
          "keys": {
            "freq": "A",
            "indic_is": "I_IUAIPR",
            "unit": "PC_IND",
            "ind_type": "IND_TOTAL",
            "geo": "XK",
            "time": "2025"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ec.europa.eu/eurostat/api/dissemination/statistics/1.0/data/isoc_ai_iaiu?format=JSON&lang=en&indic_is=I_IUAIPR&unit=PC_IND&ind_type=IND_TOTAL",
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          "retrieved_at": "2026-10-02T12:05:44.876Z",
          "snapshot_path": "data/evidence/3c4b1d24e14ff01a6635ebc408f0e42371cae6ee604ea0934748f28da585cb11.json",
          "format": "json",
          "dataset_code": "isoc_ai_iaiu",
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          "rows_path": [],
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          },
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          },
          "unit": "percent",
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          "scale": "1",
          "value_type": "actual",
          "period_type": "year",
          "metadata_url": "https://ec.europa.eu/eurostat/cache/metadata/en/isoc_i_esms.htm",
          "methodology": "Eurostat survey on ICT usage in households and by individuals (isoc_ai_iaiu). Indicator I_IUAIPR measures the percentage of individuals who used generative artificial intelligence tools for private purposes in the last 3 months. Data collected annually under Regulation (EU) 2019/1700.",
          "source_unit": null,
          "import_namespace": "[\"org_eurostat\",\"isoc_ai_iaiu\",\"geo\",\"time\",\"value\",{\"freq\":\"A\",\"ind_type\":\"IND_TOTAL\",\"indic_is\":\"I_IUAIPR\",\"unit\":\"PC_IND\"}]",
          "supporting_responses": [],
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        },
        "published_date": null,
        "accessed_at": "2026-10-02",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-02T12:05:44.878Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
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      "is_current": true,
      "citation": {
        "apa": "Statistical Office of the European Union. (2025). Eurostat individuals using generative AI tools for private purposes (ages 16–74). Retrieved October 2, 2026, from https://ec.europa.eu/eurostat/api/dissemination/statistics/1.0/data/isoc_ai_iaiu?format=JSON&lang=en&indic_is=I_IUAIPR&unit=PC_IND&ind_type=IND_TOTAL. Via StatOrigin, https://statorigin.org/stat/stat_MBWVXGYP2WJMH45T5EMYP3XCVX",
        "bibtex": "@misc{eurostat2025generativep3xcvx,\n  author       = {{Statistical Office of the European Union}},\n  title        = {Eurostat individuals using generative AI tools for private purposes (ages 16–74)},\n  year         = {2025},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_MBWVXGYP2WJMH45T5EMYP3XCVX},\n  note         = {Original source: https://ec.europa.eu/eurostat/api/dissemination/statistics/1.0/data/isoc\\_ai\\_iaiu?format=JSON\\&lang=en\\&indic\\_is=I\\_IUAIPR\\&unit=PC\\_IND\\&ind\\_type=IND\\_TOTAL. Accessed October 2, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
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      "id": "stat_MQMR1A72Y6099XYZJGXCQ4ZZAH",
      "url": "https://statorigin.org/stat/stat_MQMR1A72Y6099XYZJGXCQ4ZZAH",
      "indicator": {
        "slug": "generative-ai-usage-share-education",
        "name": "Generative AI tools usage rate: formal education (ages 16–74)",
        "definition": "Percentage of individuals aged 16 to 74 who used generative artificial intelligence tools for formal education in the last 3 months."
      },
      "industry": [
        {
          "slug": "software",
          "name": "Computer programming, consultancy and related activities",
          "isic": "J62",
          "is_primary": true
        }
      ],
      "region": {
        "code": "XK",
        "name": "Kosovo",
        "type": "country"
      },
      "period": {
        "start": "2025-01-01",
        "end": "2025-12-31",
        "type": "year"
      },
      "value": 20.39,
      "value_text": "20.39",
      "unit": "percent",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "Statistical Office of the European Union",
        "org_short_name": "Eurostat",
        "org_url": "https://ec.europa.eu/eurostat",
        "org_tier": 1,
        "document_title": "Eurostat individuals using generative AI tools for formal education (ages 16–74)",
        "document_url": "https://ec.europa.eu/eurostat/api/dissemination/statistics/1.0/data/isoc_ai_iaiu?format=JSON&lang=en&indic_is=I_IUAIFE&unit=PC_IND&ind_type=IND_TOTAL",
        "document_type": "dataset",
        "locator": "isoc_ai_iaiu: {\"freq\":\"A\",\"geo\":\"XK\",\"ind_type\":\"IND_TOTAL\",\"indic_is\":\"I_IUAIFE\",\"time\":\"2025\",\"unit\":\"PC_IND\"}",
        "quote": "Dataset evidence (generated): isoc_ai_iaiu, XK, 2025-01-01 to 2025-12-31: 20.39 percent (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "isoc_ai_iaiu",
          "keys": {
            "freq": "A",
            "indic_is": "I_IUAIFE",
            "unit": "PC_IND",
            "ind_type": "IND_TOTAL",
            "geo": "XK",
            "time": "2025"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ec.europa.eu/eurostat/api/dissemination/statistics/1.0/data/isoc_ai_iaiu?format=JSON&lang=en&indic_is=I_IUAIFE&unit=PC_IND&ind_type=IND_TOTAL",
          "sha256": "186550b4312003d1788d479940b50bcf79706295c6f034342317a30b7b7cf49d",
          "retrieved_at": "2026-10-02T12:05:56.105Z",
          "snapshot_path": "data/evidence/186550b4312003d1788d479940b50bcf79706295c6f034342317a30b7b7cf49d.json",
          "format": "json",
          "dataset_code": "isoc_ai_iaiu",
          "version": "2026-06-05",
          "rows_path": [],
          "rows_encoding": "jsonstat",
          "columns": {
            "region": "geo",
            "period": "time",
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          },
          "region_map": {
            "AD": "AD",
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            "AT": "AT",
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            "BB": "BB",
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            "BE": "BE",
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            "EC": "EC",
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            "FJ": "FJ",
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            "KG": "KG",
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            "KW": "KW",
            "KY": "KY",
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            "LA": "LA",
            "LB": "LB",
            "LC": "LC",
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            "LK": "LK",
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            "RU": "RU",
            "RW": "RW",
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            "SB": "SB",
            "SC": "SC",
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            "SG": "SG",
            "SI": "SI",
            "SK": "SK",
            "SL": "SL",
            "SM": "SM",
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            "SO": "SO",
            "SR": "SR",
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            "ST": "ST",
            "SV": "SV",
            "SY": "SY",
            "SZ": "SZ",
            "TD": "TD",
            "TG": "TG",
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            "TJ": "TJ",
            "TL": "TL",
            "TM": "TM",
            "TN": "TN",
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            "TT": "TT",
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            "VE": "VE",
            "VG": "VG",
            "VI": "VI",
            "VN": "VN",
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            "WS": "WS",
            "XK": "XK",
            "YE": "YE",
            "ZA": "ZA",
            "ZM": "ZM",
            "ZW": "ZW",
            "EL": "GR",
            "UK": "GB"
          },
          "unit": "percent",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "year",
          "metadata_url": "https://ec.europa.eu/eurostat/cache/metadata/en/isoc_i_esms.htm",
          "methodology": "Eurostat survey on ICT usage in households and by individuals (isoc_ai_iaiu). Indicator I_IUAIFE measures the percentage of individuals who used generative artificial intelligence tools for formal education in the last 3 months. Data collected annually under Regulation (EU) 2019/1700.",
          "source_unit": null,
          "import_namespace": "[\"org_eurostat\",\"isoc_ai_iaiu\",\"geo\",\"time\",\"value\",{\"freq\":\"A\",\"ind_type\":\"IND_TOTAL\",\"indic_is\":\"I_IUAIFE\",\"unit\":\"PC_IND\"}]",
          "supporting_responses": [],
          "indicator_metadata": null
        },
        "published_date": null,
        "accessed_at": "2026-10-02",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-02T12:05:56.108Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "Statistical Office of the European Union. (2025). Eurostat individuals using generative AI tools for formal education (ages 16–74). Retrieved October 2, 2026, from https://ec.europa.eu/eurostat/api/dissemination/statistics/1.0/data/isoc_ai_iaiu?format=JSON&lang=en&indic_is=I_IUAIFE&unit=PC_IND&ind_type=IND_TOTAL. Via StatOrigin, https://statorigin.org/stat/stat_MQMR1A72Y6099XYZJGXCQ4ZZAH",
        "bibtex": "@misc{eurostat2025generativeq4zzah,\n  author       = {{Statistical Office of the European Union}},\n  title        = {Eurostat individuals using generative AI tools for formal education (ages 16–74)},\n  year         = {2025},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_MQMR1A72Y6099XYZJGXCQ4ZZAH},\n  note         = {Original source: https://ec.europa.eu/eurostat/api/dissemination/statistics/1.0/data/isoc\\_ai\\_iaiu?format=JSON\\&lang=en\\&indic\\_is=I\\_IUAIFE\\&unit=PC\\_IND\\&ind\\_type=IND\\_TOTAL. Accessed October 2, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:04:42.809Z"
    },
    {
      "id": "stat_PYZTN5PHAZCEB2QWH904PS8T9H",
      "url": "https://statorigin.org/stat/stat_PYZTN5PHAZCEB2QWH904PS8T9H",
      "indicator": {
        "slug": "generative-ai-usage-share-55-74",
        "name": "Generative AI tools usage rate (ages 55–74)",
        "definition": "Percentage of individuals aged 55 to 74 who used generative artificial intelligence tools in the last 3 months."
      },
      "industry": [
        {
          "slug": "software",
          "name": "Computer programming, consultancy and related activities",
          "isic": "J62",
          "is_primary": true
        }
      ],
      "region": {
        "code": "XK",
        "name": "Kosovo",
        "type": "country"
      },
      "period": {
        "start": "2025-01-01",
        "end": "2025-12-31",
        "type": "year"
      },
      "value": 9.89,
      "value_text": "9.89",
      "unit": "percent",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "Statistical Office of the European Union",
        "org_short_name": "Eurostat",
        "org_url": "https://ec.europa.eu/eurostat",
        "org_tier": 1,
        "document_title": "Eurostat individuals using generative AI tools in the last 3 months (ages 55–74)",
        "document_url": "https://ec.europa.eu/eurostat/api/dissemination/statistics/1.0/data/isoc_ai_iaiu?format=JSON&lang=en&indic_is=I_IUAI&unit=PC_IND&ind_type=Y55_74",
        "document_type": "dataset",
        "locator": "isoc_ai_iaiu: {\"freq\":\"A\",\"geo\":\"XK\",\"ind_type\":\"Y55_74\",\"indic_is\":\"I_IUAI\",\"time\":\"2025\",\"unit\":\"PC_IND\"}",
        "quote": "Dataset evidence (generated): isoc_ai_iaiu, XK, 2025-01-01 to 2025-12-31: 9.89 percent (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "isoc_ai_iaiu",
          "keys": {
            "freq": "A",
            "indic_is": "I_IUAI",
            "unit": "PC_IND",
            "ind_type": "Y55_74",
            "geo": "XK",
            "time": "2025"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ec.europa.eu/eurostat/api/dissemination/statistics/1.0/data/isoc_ai_iaiu?format=JSON&lang=en&indic_is=I_IUAI&unit=PC_IND&ind_type=Y55_74",
          "sha256": "c18572d42b4f98ef0832342f089f1fa33be6249770d93ca123696be0ef327b1a",
          "retrieved_at": "2026-10-02T12:06:12.827Z",
          "snapshot_path": "data/evidence/c18572d42b4f98ef0832342f089f1fa33be6249770d93ca123696be0ef327b1a.json",
          "format": "json",
          "dataset_code": "isoc_ai_iaiu",
          "version": "2026-06-05",
          "rows_path": [],
          "rows_encoding": "jsonstat",
          "columns": {
            "region": "geo",
            "period": "time",
            "value": "value"
          },
          "region_map": {
            "AD": "AD",
            "AE": "AE",
            "AF": "AF",
            "AG": "AG",
            "AL": "AL",
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            "AT": "AT",
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            "AW": "AW",
            "AZ": "AZ",
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            "BB": "BB",
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            "BE": "BE",
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            "CR": "CR",
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            "CV": "CV",
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            "DJ": "DJ",
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            "KG": "KG",
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            "KR": "KR",
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            "LK": "LK",
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            "LU": "LU",
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            "MK": "MK",
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            "MY": "MY",
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            "NA": "NA",
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            "QA": "QA",
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            "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",
            "EL": "GR",
            "UK": "GB"
          },
          "unit": "percent",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "year",
          "metadata_url": "https://ec.europa.eu/eurostat/cache/metadata/en/isoc_i_esms.htm",
          "methodology": "Eurostat survey on ICT usage in households and by individuals (isoc_ai_iaiu). Indicator I_IUAI measures the percentage of individuals aged 55 to 74 who used generative artificial intelligence tools in the last 3 months. Data collected annually under Regulation (EU) 2019/1700.",
          "source_unit": null,
          "import_namespace": "[\"org_eurostat\",\"isoc_ai_iaiu\",\"geo\",\"time\",\"value\",{\"freq\":\"A\",\"ind_type\":\"Y55_74\",\"indic_is\":\"I_IUAI\",\"unit\":\"PC_IND\"}]",
          "supporting_responses": [],
          "indicator_metadata": null
        },
        "published_date": null,
        "accessed_at": "2026-10-02",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-02T12:06:12.831Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "Statistical Office of the European Union. (2025). Eurostat individuals using generative AI tools in the last 3 months (ages 55–74). Retrieved October 2, 2026, from https://ec.europa.eu/eurostat/api/dissemination/statistics/1.0/data/isoc_ai_iaiu?format=JSON&lang=en&indic_is=I_IUAI&unit=PC_IND&ind_type=Y55_74. Via StatOrigin, https://statorigin.org/stat/stat_PYZTN5PHAZCEB2QWH904PS8T9H",
        "bibtex": "@misc{eurostat2025generativeps8t9h,\n  author       = {{Statistical Office of the European Union}},\n  title        = {Eurostat individuals using generative AI tools in the last 3 months (ages 55–74)},\n  year         = {2025},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_PYZTN5PHAZCEB2QWH904PS8T9H},\n  note         = {Original source: https://ec.europa.eu/eurostat/api/dissemination/statistics/1.0/data/isoc\\_ai\\_iaiu?format=JSON\\&lang=en\\&indic\\_is=I\\_IUAI\\&unit=PC\\_IND\\&ind\\_type=Y55\\_74. Accessed October 2, 2026.}\n}"
      },
      "updated_at": "2026-10-04T17:43:58.396Z"
    },
    {
      "id": "stat_YFZ3VW9SV46YWBSVGTS61ZJYVP",
      "url": "https://statorigin.org/stat/stat_YFZ3VW9SV46YWBSVGTS61ZJYVP",
      "indicator": {
        "slug": "generative-ai-usage-share-work",
        "name": "Generative AI tools usage rate: work purposes (ages 16–74)",
        "definition": "Percentage of individuals aged 16 to 74 who used generative artificial intelligence tools for professional (work) purposes in the last 3 months."
      },
      "industry": [
        {
          "slug": "software",
          "name": "Computer programming, consultancy and related activities",
          "isic": "J62",
          "is_primary": true
        }
      ],
      "region": {
        "code": "XK",
        "name": "Kosovo",
        "type": "country"
      },
      "period": {
        "start": "2025-01-01",
        "end": "2025-12-31",
        "type": "year"
      },
      "value": 24.29,
      "value_text": "24.29",
      "unit": "percent",
      "currency": null,
      "scale": "1",
      "value_type": "actual",
      "source": {
        "org": "Statistical Office of the European Union",
        "org_short_name": "Eurostat",
        "org_url": "https://ec.europa.eu/eurostat",
        "org_tier": 1,
        "document_title": "Eurostat individuals using generative AI tools for work purposes (ages 16–74)",
        "document_url": "https://ec.europa.eu/eurostat/api/dissemination/statistics/1.0/data/isoc_ai_iaiu?format=JSON&lang=en&indic_is=I_IUAIWP&unit=PC_IND&ind_type=IND_TOTAL",
        "document_type": "dataset",
        "locator": "isoc_ai_iaiu: {\"freq\":\"A\",\"geo\":\"XK\",\"ind_type\":\"IND_TOTAL\",\"indic_is\":\"I_IUAIWP\",\"time\":\"2025\",\"unit\":\"PC_IND\"}",
        "quote": "Dataset evidence (generated): isoc_ai_iaiu, XK, 2025-01-01 to 2025-12-31: 24.29 percent (scale 1).",
        "evidence_type": "dataset",
        "dataset_query": {
          "dataset_code": "isoc_ai_iaiu",
          "keys": {
            "freq": "A",
            "indic_is": "I_IUAIWP",
            "unit": "PC_IND",
            "ind_type": "IND_TOTAL",
            "geo": "XK",
            "time": "2025"
          }
        },
        "dataset_evidence": {
          "source_url": "https://ec.europa.eu/eurostat/api/dissemination/statistics/1.0/data/isoc_ai_iaiu?format=JSON&lang=en&indic_is=I_IUAIWP&unit=PC_IND&ind_type=IND_TOTAL",
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          "snapshot_path": "data/evidence/cd6f64162e83c750500a8a7c77e3c31fe52a895a21c6eb13d7e1a0d2a86691f1.json",
          "format": "json",
          "dataset_code": "isoc_ai_iaiu",
          "version": "2026-06-05",
          "rows_path": [],
          "rows_encoding": "jsonstat",
          "columns": {
            "region": "geo",
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          },
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            "AD": "AD",
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            "AF": "AF",
            "AG": "AG",
            "AL": "AL",
            "AM": "AM",
            "AO": "AO",
            "AR": "AR",
            "AT": "AT",
            "AU": "AU",
            "AW": "AW",
            "AZ": "AZ",
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            "BE": "BE",
            "BF": "BF",
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            "BJ": "BJ",
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            "BN": "BN",
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            "CH": "CH",
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            "CU": "CU",
            "CV": "CV",
            "CW": "CW",
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            "CZ": "CZ",
            "DE": "DE",
            "DJ": "DJ",
            "DK": "DK",
            "DM": "DM",
            "DO": "DO",
            "DZ": "DZ",
            "EC": "EC",
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            "EG": "EG",
            "ER": "ER",
            "ES": "ES",
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            "FI": "FI",
            "FJ": "FJ",
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            "FO": "FO",
            "FR": "FR",
            "GA": "GA",
            "GB": "GB",
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            "GE": "GE",
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            "GI": "GI",
            "GL": "GL",
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            "IQ": "IQ",
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            "KG": "KG",
            "KH": "KH",
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            "KW": "KW",
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            "ST": "ST",
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            "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",
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            "XK": "XK",
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            "ZW": "ZW",
            "EL": "GR",
            "UK": "GB"
          },
          "unit": "percent",
          "currency": null,
          "scale": "1",
          "value_type": "actual",
          "period_type": "year",
          "metadata_url": "https://ec.europa.eu/eurostat/cache/metadata/en/isoc_i_esms.htm",
          "methodology": "Eurostat survey on ICT usage in households and by individuals (isoc_ai_iaiu). Indicator I_IUAIWP measures the percentage of individuals who used generative artificial intelligence tools for professional (work) purposes in the last 3 months. Data collected annually under Regulation (EU) 2019/1700.",
          "source_unit": null,
          "import_namespace": "[\"org_eurostat\",\"isoc_ai_iaiu\",\"geo\",\"time\",\"value\",{\"freq\":\"A\",\"ind_type\":\"IND_TOTAL\",\"indic_is\":\"I_IUAIWP\",\"unit\":\"PC_IND\"}]",
          "supporting_responses": [],
          "indicator_metadata": null
        },
        "published_date": null,
        "accessed_at": "2026-10-02",
        "license": "see-source",
        "url_status": "ok",
        "self_reported": false
      },
      "verification": "verified",
      "verified_by": "dataset:raw-row-check-v1",
      "verified_at": "2026-10-02T12:05:50.495Z",
      "confidence": 0.95,
      "is_secondhand": false,
      "supersedes": null,
      "superseded_by": null,
      "is_current": true,
      "citation": {
        "apa": "Statistical Office of the European Union. (2025). Eurostat individuals using generative AI tools for work purposes (ages 16–74). Retrieved October 2, 2026, from https://ec.europa.eu/eurostat/api/dissemination/statistics/1.0/data/isoc_ai_iaiu?format=JSON&lang=en&indic_is=I_IUAIWP&unit=PC_IND&ind_type=IND_TOTAL. Via StatOrigin, https://statorigin.org/stat/stat_YFZ3VW9SV46YWBSVGTS61ZJYVP",
        "bibtex": "@misc{eurostat2025generative1zjyvp,\n  author       = {{Statistical Office of the European Union}},\n  title        = {Eurostat individuals using generative AI tools for work purposes (ages 16–74)},\n  year         = {2025},\n  howpublished = {StatOrigin, https://statorigin.org},\n  url          = {https://statorigin.org/stat/stat_YFZ3VW9SV46YWBSVGTS61ZJYVP},\n  note         = {Original source: https://ec.europa.eu/eurostat/api/dissemination/statistics/1.0/data/isoc\\_ai\\_iaiu?format=JSON\\&lang=en\\&indic\\_is=I\\_IUAIWP\\&unit=PC\\_IND\\&ind\\_type=IND\\_TOTAL. Accessed October 2, 2026.}\n}"
      },
      "updated_at": "2026-10-04T16:04:42.809Z"
    }
  ],
  "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": 7,
    "limit": 50,
    "next_cursor": null
  }
}