{
 "source": "Microsoft AI Economy Institute, AI Diffusion dataset (MIT licence), https://github.com/microsoft/ai-diffusion-report. Cite Misra et al. (2025), https://doi.org/10.48550/arXiv.2511.02781",
 "metric": "Share of people aged 15-64 who used a generative AI product in the period, from aggregated Microsoft telemetry adjusted for OS/device share, internet penetration and population.",
 "periods": [
  "H1 2025",
  "H2 2025",
  "Q1 2026",
  "Q2 2026"
 ],
 "shared_note": "`shared` is true when 3 or more economies have the identical value in that period; treat as a regional estimate.",
 "regions": {
  "periods": [
   "H2 2025",
   "Q1 2026",
   "Q2 2026"
  ],
  "global_north": [
   24.7,
   27.5,
   28.8
  ],
  "global_south": [
   14.1,
   15.4,
   16.2
  ],
  "world": [
   16.3,
   17.8,
   18.8
  ],
  "world_h1_2025": 15.1,
  "gap_pts": [
   10.6,
   12.1,
   12.6
  ]
 },
 "economies": [
  {
   "economy": "United Arab Emirates",
   "iso2": "AE",
   "values": [
    59.4,
    64.0,
    70.1,
    73.3
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 13.9,
   "rank_latest": 1,
   "rank_tied": false
  },
  {
   "economy": "Singapore",
   "iso2": "SG",
   "values": [
    58.6,
    60.9,
    63.4,
    64.3
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 5.7,
   "rank_latest": 2,
   "rank_tied": false
  },
  {
   "economy": "Ireland",
   "iso2": "IE",
   "values": [
    41.7,
    44.6,
    48.4,
    49.9
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 8.2,
   "rank_latest": 3,
   "rank_tied": false
  },
  {
   "economy": "France",
   "iso2": "FR",
   "values": [
    40.9,
    44.0,
    47.8,
    49.6
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 8.7,
   "rank_latest": 4,
   "rank_tied": false
  },
  {
   "economy": "Norway",
   "iso2": "NO",
   "values": [
    45.3,
    46.4,
    48.6,
    49.4
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 4.1,
   "rank_latest": 5,
   "rank_tied": false
  },
  {
   "economy": "Spain",
   "iso2": "ES",
   "values": [
    39.7,
    41.8,
    44.2,
    45.1
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 5.4,
   "rank_latest": 6,
   "rank_tied": false
  },
  {
   "economy": "New Zealand",
   "iso2": "NZ",
   "values": [
    37.6,
    40.5,
    43.0,
    44.1
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 6.5,
   "rank_latest": 7,
   "rank_tied": false
  },
  {
   "economy": "United Kingdom",
   "iso2": "GB",
   "values": [
    36.4,
    38.9,
    42.2,
    43.7
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 7.3,
   "rank_latest": 8,
   "rank_tied": false
  },
  {
   "economy": "Netherlands",
   "iso2": "NL",
   "values": [
    36.3,
    38.9,
    42.1,
    43.5
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 7.2,
   "rank_latest": 9,
   "rank_tied": true
  },
  {
   "economy": "Qatar",
   "iso2": "QA",
   "values": [
    35.7,
    38.3,
    41.8,
    43.5
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 7.8,
   "rank_latest": 9,
   "rank_tied": true
  },
  {
   "economy": "Australia",
   "iso2": "AU",
   "values": [
    34.5,
    36.9,
    39.5,
    40.7
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 6.2,
   "rank_latest": 11,
   "rank_tied": false
  },
  {
   "economy": "South Korea",
   "iso2": "KR",
   "values": [
    25.9,
    30.7,
    37.1,
    40.6
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 14.7,
   "rank_latest": 12,
   "rank_tied": false
  },
  {
   "economy": "Belgium",
   "iso2": "BE",
   "values": [
    33.5,
    36.0,
    39.0,
    40.3
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 6.8,
   "rank_latest": 13,
   "rank_tied": false
  },
  {
   "economy": "Switzerland",
   "iso2": "CH",
   "values": [
    32.4,
    34.8,
    37.8,
    39.1
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 6.7,
   "rank_latest": 14,
   "rank_tied": false
  },
  {
   "economy": "Israel",
   "iso2": "IL",
   "values": [
    33.9,
    36.1,
    38.1,
    38.7
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 4.8,
   "rank_latest": 15,
   "rank_tied": false
  },
  {
   "economy": "Canada",
   "iso2": "CA",
   "values": [
    33.5,
    35.0,
    37.3,
    38.5
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 5.0,
   "rank_latest": 16,
   "rank_tied": false
  },
  {
   "economy": "Sweden",
   "iso2": "SE",
   "values": [
    31.2,
    33.3,
    36.1,
    37.3
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 6.1,
   "rank_latest": 17,
   "rank_tied": false
  },
  {
   "economy": "Austria",
   "iso2": "AT",
   "values": [
    29.1,
    31.4,
    34.1,
    35.4
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 6.3,
   "rank_latest": 18,
   "rank_tied": false
  },
  {
   "economy": "Taiwan",
   "iso2": "TW",
   "values": [
    26.4,
    28.4,
    31.8,
    33.8
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 7.4,
   "rank_latest": 19,
   "rank_tied": false
  },
  {
   "economy": "Hungary",
   "iso2": "HU",
   "values": [
    27.9,
    29.8,
    32.2,
    33.3
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 5.4,
   "rank_latest": 20,
   "rank_tied": false
  },
  {
   "economy": "United States",
   "iso2": "US",
   "values": [
    26.3,
    28.3,
    31.3,
    33.0
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 6.7,
   "rank_latest": 21,
   "rank_tied": false
  },
  {
   "economy": "Denmark",
   "iso2": "DK",
   "values": [
    26.6,
    28.7,
    31.2,
    32.4
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 5.8,
   "rank_latest": 22,
   "rank_tied": false
  },
  {
   "economy": "Germany",
   "iso2": "DE",
   "values": [
    26.5,
    28.6,
    31.1,
    32.3
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 5.8,
   "rank_latest": 23,
   "rank_tied": true
  },
  {
   "economy": "Poland",
   "iso2": "PL",
   "values": [
    26.4,
    28.5,
    31.0,
    32.3
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 5.9,
   "rank_latest": 23,
   "rank_tied": true
  },
  {
   "economy": "Italy",
   "iso2": "IT",
   "values": [
    25.8,
    27.8,
    30.2,
    31.4
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 5.6,
   "rank_latest": 25,
   "rank_tied": true
  },
  {
   "economy": "Saudi Arabia",
   "iso2": "SA",
   "values": [
    23.7,
    26.2,
    29.4,
    31.4
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 7.7,
   "rank_latest": 25,
   "rank_tied": true
  },
  {
   "economy": "Czech Republic",
   "iso2": "CZ",
   "values": [
    26.0,
    27.8,
    30.1,
    31.2
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 5.2,
   "rank_latest": 27,
   "rank_tied": true
  },
  {
   "economy": "Jordan",
   "iso2": "JO",
   "values": [
    25.4,
    27.0,
    29.7,
    31.2
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 5.8,
   "rank_latest": 27,
   "rank_tied": true
  },
  {
   "economy": "Bulgaria",
   "iso2": "BG",
   "values": [
    25.4,
    27.3,
    29.7,
    30.7
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 5.3,
   "rank_latest": 29,
   "rank_tied": false
  },
  {
   "economy": "Finland",
   "iso2": "FI",
   "values": [
    25.6,
    27.3,
    29.5,
    30.6
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 5.0,
   "rank_latest": 30,
   "rank_tied": false
  },
  {
   "economy": "Slovenia",
   "iso2": "SI",
   "values": [
    24.6,
    26.5,
    29.0,
    30.1
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 5.5,
   "rank_latest": 31,
   "rank_tied": false
  },
  {
   "economy": "Costa Rica",
   "iso2": "CR",
   "values": [
    25.1,
    26.5,
    28.5,
    29.7
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 4.6,
   "rank_latest": 32,
   "rank_tied": false
  },
  {
   "economy": "Vietnam",
   "iso2": "VN",
   "values": [
    21.2,
    23.5,
    26.5,
    27.9
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 6.7,
   "rank_latest": 33,
   "rank_tied": false
  },
  {
   "economy": "Lebanon",
   "iso2": "LB",
   "values": [
    24.8,
    25.7,
    27.3,
    27.7
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 2.9,
   "rank_latest": 34,
   "rank_tied": false
  },
  {
   "economy": "Oman",
   "iso2": "OM",
   "values": [
    22.6,
    24.2,
    26.5,
    27.6
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 5.0,
   "rank_latest": 35,
   "rank_tied": false
  },
  {
   "economy": "Portugal",
   "iso2": "PT",
   "values": [
    22.4,
    24.2,
    26.4,
    27.4
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 5.0,
   "rank_latest": 36,
   "rank_tied": false
  },
  {
   "economy": "Croatia",
   "iso2": "HR",
   "values": [
    21.8,
    23.7,
    26.1,
    27.2
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 5.4,
   "rank_latest": 37,
   "rank_tied": false
  },
  {
   "economy": "Slovakia",
   "iso2": "SK",
   "values": [
    22.1,
    23.8,
    26.1,
    27.1
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 5.0,
   "rank_latest": 38,
   "rank_tied": false
  },
  {
   "economy": "Colombia",
   "iso2": "CO",
   "values": [
    20.4,
    22.0,
    24.5,
    25.9
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 5.5,
   "rank_latest": 39,
   "rank_tied": false
  },
  {
   "economy": "Dominican Republic",
   "iso2": "DO",
   "values": [
    22.0,
    22.7,
    24.8,
    25.8
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 3.8,
   "rank_latest": 40,
   "rank_tied": false
  },
  {
   "economy": "Uruguay",
   "iso2": "UY",
   "values": [
    20.9,
    22.5,
    24.6,
    25.7
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 4.8,
   "rank_latest": 41,
   "rank_tied": false
  },
  {
   "economy": "Serbia",
   "iso2": "RS",
   "values": [
    19.7,
    21.5,
    24.1,
    25.3
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 5.6,
   "rank_latest": 42,
   "rank_tied": false
  },
  {
   "economy": "Lithuania",
   "iso2": "LT",
   "values": [
    21.0,
    22.4,
    24.3,
    25.1
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 4.1,
   "rank_latest": 43,
   "rank_tied": false
  },
  {
   "economy": "Jamaica",
   "iso2": "JM",
   "values": [
    22.2,
    22.1,
    24.0,
    25.0
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 2.8,
   "rank_latest": 44,
   "rank_tied": false
  },
  {
   "economy": "Japan",
   "iso2": "JP",
   "values": [
    16.7,
    19.1,
    22.5,
    24.7
   ],
   "shared": [
    false,
    true,
    false,
    false
   ],
   "gain_pts": 8.0,
   "rank_latest": 45,
   "rank_tied": false
  },
  {
   "economy": "Panama",
   "iso2": "PA",
   "values": [
    20.3,
    21.5,
    23.3,
    24.2
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 3.9,
   "rank_latest": 46,
   "rank_tied": false
  },
  {
   "economy": "Chile",
   "iso2": "CL",
   "values": [
    19.6,
    20.8,
    22.7,
    24.0
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 4.4,
   "rank_latest": 47,
   "rank_tied": false
  },
  {
   "economy": "South Africa",
   "iso2": "ZA",
   "values": [
    19.3,
    21.1,
    23.1,
    23.9
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 4.6,
   "rank_latest": 48,
   "rank_tied": false
  },
  {
   "economy": "Argentina",
   "iso2": "AR",
   "values": [
    17.8,
    19.6,
    21.9,
    23.4
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 5.6,
   "rank_latest": 49,
   "rank_tied": false
  },
  {
   "economy": "Bosnia And Herzegovina",
   "iso2": "BA",
   "values": [
    18.2,
    19.5,
    22.1,
    23.2
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 5.0,
   "rank_latest": 50,
   "rank_tied": false
  },
  {
   "economy": "Malaysia",
   "iso2": "MY",
   "values": [
    18.3,
    19.7,
    21.8,
    22.6
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 4.3,
   "rank_latest": 51,
   "rank_tied": true
  },
  {
   "economy": "Kuwait",
   "iso2": "KW",
   "values": [
    17.7,
    19.1,
    21.1,
    22.6
   ],
   "shared": [
    false,
    true,
    false,
    false
   ],
   "gain_pts": 4.9,
   "rank_latest": 51,
   "rank_tied": true
  },
  {
   "economy": "Georgia",
   "iso2": "GE",
   "values": [
    17.3,
    18.2,
    20.5,
    21.6
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 4.3,
   "rank_latest": 53,
   "rank_tied": false
  },
  {
   "economy": "Greece",
   "iso2": "GR",
   "values": [
    17.7,
    19.1,
    20.8,
    21.5
   ],
   "shared": [
    false,
    true,
    false,
    false
   ],
   "gain_pts": 3.8,
   "rank_latest": 54,
   "rank_tied": false
  },
  {
   "economy": "Mexico",
   "iso2": "MX",
   "values": [
    16.7,
    17.8,
    20.1,
    21.4
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 4.7,
   "rank_latest": 55,
   "rank_tied": false
  },
  {
   "economy": "Philippines",
   "iso2": "PH",
   "values": [
    17.1,
    18.3,
    20.1,
    20.7
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 3.6,
   "rank_latest": 56,
   "rank_tied": false
  },
  {
   "economy": "Ecuador",
   "iso2": "EC",
   "values": [
    17.0,
    17.7,
    19.5,
    20.3
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 3.3,
   "rank_latest": 57,
   "rank_tied": false
  },
  {
   "economy": "Brazil",
   "iso2": "BR",
   "values": [
    15.6,
    17.1,
    19.1,
    20.2
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 4.6,
   "rank_latest": 58,
   "rank_tied": false
  },
  {
   "economy": "El Salvador",
   "iso2": "SV",
   "values": [
    14.6,
    16.2,
    18.3,
    20.1
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 5.5,
   "rank_latest": 59,
   "rank_tied": false
  },
  {
   "economy": "Albania",
   "iso2": "AL",
   "values": [
    15.8,
    16.5,
    18.5,
    19.2
   ],
   "shared": [
    false,
    false,
    false,
    false
   ],
   "gain_pts": 3.4,
   "rank_latest": 60,
   "rank_tied": false
  },
  {
   "economy": "Moldova",
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   "values": [
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