{
  "id": "rd-expenditure-by-country",
  "name": "R&D Expenditure by Country and Sector",
  "title": "R&D Expenditure by Country and Sector",
  "description": "1,331 country-year records of research and development spending broken down by sector (business, government, higher education) from OECD data covering dozens of nations from the 1980s to 2020s.",
  "category": "finance",
  "source": "https://github.com/datasets/expenditure-on-research-and-development",
  "source_url": "https://github.com/datasets/expenditure-on-research-and-development",
  "updated": "2026-04",
  "record_count": 1331,
  "columns": [
    {
      "key": "LOCATION",
      "label": "LOCATION",
      "type": "string"
    },
    {
      "key": "Country",
      "label": "Country",
      "type": "string"
    },
    {
      "key": "TIME",
      "label": "TIME",
      "type": "number"
    },
    {
      "key": "Business enterprise",
      "label": "Business Enterprise",
      "type": "number"
    },
    {
      "key": "Government",
      "label": "Government",
      "type": "number"
    },
    {
      "key": "Higher Education",
      "label": "Higher Education",
      "type": "number"
    },
    {
      "key": "Rest of the world",
      "label": "Rest Of The World",
      "type": "number"
    },
    {
      "key": "Basic research",
      "label": "Basic Research",
      "type": "string"
    },
    {
      "key": "Applied research",
      "label": "Applied Research",
      "type": "number"
    },
    {
      "key": "Experimental development",
      "label": "Experimental Development",
      "type": "string"
    },
    {
      "key": "Private non-profit",
      "label": "Private Non Profit",
      "type": "number"
    },
    {
      "key": "Medical and health sciences",
      "label": "Medical And Health Sciences",
      "type": "number"
    },
    {
      "key": "Not specified source",
      "label": "Not Specified Source",
      "type": "string"
    },
    {
      "key": "Not specified activities",
      "label": "Not Specified Activities",
      "type": "number"
    }
  ],
  "rows": [
    {
      "LOCATION": "ALB",
      "Country": "Albania",
      "TIME": "2007",
      "Business enterprise": "293.09402",
      "Government": "15068.61246",
      "Higher Education": "1282.00667",
      "Rest of the world": "2273.15668"
    },
    {
      "LOCATION": "ALB",
      "Country": "Albania",
      "TIME": "2008",
      "Business enterprise": "1218.54722",
      "Government": "30201.12059",
      "Higher Education": "3202.33312",
      "Rest of the world": "2753.51278",
      "Basic research": "10278.210159999999",
      "Applied research": "19958.36723",
      "Experimental development": "7138.936309999999"
    },
    {
      "LOCATION": "ARE",
      "Country": "United Arab Emirates",
      "TIME": "2014",
      "Business enterprise": "3157091.09265",
      "Government": "1092839.22438"
    },
    {
      "LOCATION": "ARG",
      "Country": "Argentina",
      "TIME": "1996",
      "Basic research": "447599.43396000005",
      "Applied research": "790068.75176",
      "Experimental development": "355212.36218"
    },
    {
      "LOCATION": "ARG",
      "Country": "Argentina",
      "TIME": "1997",
      "Business enterprise": "479053.7055",
      "Government": "1153081.1230799998",
      "Higher Education": "29224.568160000003",
      "Private non-profit": "38536.31782",
      "Rest of the world": "60454.74394",
      "Basic research": "454170.41828999994",
      "Applied research": "876654.5283299999",
      "Experimental development": "429525.51187"
    },
    {
      "LOCATION": "ARG",
      "Country": "Argentina",
      "TIME": "1998",
      "Business enterprise": "489265.32287",
      "Government": "1200106.99191",
      "Higher Education": "41398.24021",
      "Private non-profit": "27107.74448",
      "Rest of the world": "53626.190160000006",
      "Basic research": "547074.35587",
      "Applied research": "845972.59666",
      "Experimental development": "418457.5371",
      "Medical and health sciences": "266952.35322"
    },
    {
      "LOCATION": "ARG",
      "Country": "Argentina",
      "TIME": "1999",
      "Business enterprise": "504675.09631000005",
      "Government": "1321419.81738",
      "Higher Education": "53179.83352",
      "Private non-profit": "29104.14958",
      "Rest of the world": "50284.65633",
      "Basic research": "491570.61011000007",
      "Applied research": "885314.70699",
      "Experimental development": "581778.23602",
      "Medical and health sciences": "283117.85294"
    },
    {
      "LOCATION": "ARG",
      "Country": "Argentina",
      "TIME": "2000",
      "Business enterprise": "447927.96528999996",
      "Government": "1360442.37391",
      "Higher Education": "48124.492139999995",
      "Private non-profit": "36093.3691",
      "Rest of the world": "31157.523760000004",
      "Basic research": "538648.80277",
      "Applied research": "861838.08444",
      "Experimental development": "523258.83698",
      "Medical and health sciences": "305559.67604"
    },
    {
      "LOCATION": "ARG",
      "Country": "Argentina",
      "TIME": "2001",
      "Business enterprise": "378034.19636999996",
      "Government": "1352788.19385",
      "Higher Education": "43067.18693",
      "Private non-profit": "23926.21496",
      "Rest of the world": "22012.11776",
      "Basic research": "531800.00451",
      "Applied research": "813650.81675",
      "Experimental development": "474377.08861000004",
      "Medical and health sciences": "259679.18636999998"
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    {
      "LOCATION": "ARG",
      "Country": "Argentina",
      "TIME": "2002",
      "Business enterprise": "339682.51917",
      "Government": "1047161.53277",
      "Higher Education": "50381.36509",
      "Private non-profit": "52872.33549",
      "Rest of the world": "17712.18897",
      "Not specified source": "45.899359999999994",
      "Basic research": "395230.66302",
      "Applied research": "711688.10851",
      "Experimental development": "400937.06932",
      "Medical and health sciences": "210764.87648"
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    {
      "LOCATION": "ARG",
      "Country": "Argentina",
      "TIME": "2003",
      "Business enterprise": "461029.37693",
      "Government": "1157430.28242",
      "Higher Education": "58401.16905",
      "Private non-profit": "64159.756539999995",
      "Rest of the world": "24337.446509999998",
      "Not specified source": "5.72538",
      "Basic research": "452305.04245",
      "Applied research": "828004.4967",
      "Experimental development": "485054.21768",
      "Medical and health sciences": "266001.16800999996"
    },
    {
      "LOCATION": "ARG",
      "Country": "Argentina",
      "TIME": "2004",
      "Business enterprise": "598096.46774",
      "Government": "1166019.27778",
      "Higher Education": "110340.85652999999",
      "Private non-profit": "53071.04546",
      "Rest of the world": "19446.12966",
      "Not specified source": "24.85065",
      "Basic research": "475243.80658000003",
      "Applied research": "857844.39465",
      "Experimental development": "613910.42658",
      "Medical and health sciences": "293337.05778000003"
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    {
      "LOCATION": "ARG",
      "Country": "Argentina",
      "TIME": "2005",
      "Business enterprise": "704581.10068",
      "Government": "1354243.4319",
      "Higher Education": "129907.25629",
      "Private non-profit": "67492.2333",
      "Rest of the world": "15440.169109999999",
      "Not specified source": "12.048869999999999",
      "Basic research": "607726.68734",
      "Applied research": "977627.13101",
      "Experimental development": "686322.4218",
      "Medical and health sciences": "305948.72576999996"
    },
    {
      "LOCATION": "ARG",
      "Country": "Argentina",
      "TIME": "2006",
      "Business enterprise": "799003.50268",
      "Government": "1710596.20734",
      "Higher Education": "115654.90552",
      "Private non-profit": "72729.17482",
      "Rest of the world": "21613.67209",
      "Basic research": "763443.3579",
      "Applied research": "1161757.97876",
      "Experimental development": "794360.83954",
      "Medical and health sciences": "384788.22264"
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    {
      "LOCATION": "ARG",
      "Country": "Argentina",
      "TIME": "2007",
      "Business enterprise": "906512.97747",
      "Government": "1998074.6510599998",
      "Higher Education": "137509.59581",
      "Private non-profit": "34395.03243",
      "Rest of the world": "20046.63568",
      "Basic research": "907936.4116700001",
      "Applied research": "1323035.93475",
      "Experimental development": "865541.0337700001",
      "Medical and health sciences": "473852.76361"
    },
    {
      "LOCATION": "ARG",
      "Country": "Argentina",
      "TIME": "2008",
      "Business enterprise": "891665.4140100001",
      "Government": "2271198.5883299997",
      "Higher Education": "146619.91650999998",
      "Private non-profit": "32402.2533",
      "Rest of the world": "20066.0546",
      "Not specified source": "19.2656",
      "Basic research": "942861.57084",
      "Applied research": "1485500.18897",
      "Experimental development": "933590.46695",
      "Not specified activities": "19.2656",
      "Medical and health sciences": "446340.44878999994"
    },
    {
      "LOCATION": "ARG",
      "Country": "Argentina",
      "TIME": "2009",
      "Basic research": "1078710.50598",
      "Applied research": "1337553.82238",
      "Experimental development": "456892.52638999996",
      "Not specified activities": "1098178.44148",
      "Medical and health sciences": "256359.46831"
    },
    {
      "LOCATION": "ARG",
      "Country": "Argentina",
      "TIME": "2010",
      "Basic research": "1294154.22495",
      "Applied research": "1390478.66597",
      "Experimental development": "423364.10365999996",
      "Not specified activities": "1150641.88065",
      "Medical and health sciences": "255025.2106"
    },
    {
      "LOCATION": "ARG",
      "Country": "Argentina",
      "TIME": "2011",
      "Basic research": "1380797.53752",
      "Applied research": "1645877.4373899999",
      "Experimental development": "343907.1525",
      "Not specified activities": "1284882.66743",
      "Medical and health sciences": "278674.80812"
    },
    {
      "LOCATION": "ARG",
      "Country": "Argentina",
      "TIME": "2012",
      "Basic research": "1676178.08545",
      "Applied research": "1836907.07089",
      "Experimental development": "419045.07036",
      "Not specified activities": "1333834.64846",
      "Medical and health sciences": "292843.74294"
    },
    {
      "LOCATION": "ARG",
      "Country": "Argentina",
      "TIME": "2013",
      "Basic research": "1685000.31482",
      "Applied research": "1977035.39878",
      "Experimental development": "385029.14458",
      "Not specified activities": "1293642.8822299999",
      "Medical and health sciences": "303387.92961"
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    {
      "LOCATION": "ARG",
      "Country": "Argentina",
      "TIME": "2014",
      "Basic research": "1718065.76105",
      "Applied research": "1953560.99182",
      "Experimental development": "349604.25564",
      "Not specified activities": "1008879.1461100001",
      "Medical and health sciences": "315794.46346999996"
    },
    {
      "LOCATION": "ARM",
      "Country": "Armenia",
      "TIME": "1997",
      "Government": "7339.107840000001",
      "Rest of the world": "216.8487",
      "Not specified source": "3239.80575"
    },
    {
      "LOCATION": "ARM",
      "Country": "Armenia",
      "TIME": "1998",
      "Government": "9957.24895",
      "Rest of the world": "530.45005",
      "Not specified source": "3670.5307299999995"
    },
    {
      "LOCATION": "ARM",
      "Country": "Armenia",
      "TIME": "1999",
      "Government": "8464.0726",
      "Rest of the world": "924.1881",
      "Not specified source": "4671.50804"
    },
    {
      "LOCATION": "ARM",
      "Country": "Armenia",
      "TIME": "2000",
      "Government": "10481.49762",
      "Not specified source": "3114.57312"
    },
    {
      "LOCATION": "ARM",
      "Country": "Armenia",
      "TIME": "2001",
      "Government": "12185.66235",
      "Rest of the world": "323.45915",
      "Not specified source": "9806.84747"
    },
    {
      "LOCATION": "ARM",
      "Country": "Armenia",
      "TIME": "2002",
      "Government": "12781.085340000001",
      "Rest of the world": "2593.4781399999997",
      "Not specified source": "7768.3279299999995"
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    {
      "LOCATION": "ARM",
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      "Rest of the world": "2986.43143",
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    {
      "LOCATION": "ARM",
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    {
      "LOCATION": "ARM",
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      "Medical and health sciences": "1144.307"
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    {
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      "Medical and health sciences": "957.20569"
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    {
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    {
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      "Medical and health sciences": "1137.92286"
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      "Medical and health sciences": "1434.9678900000001"
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    {
      "LOCATION": "ARM",
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    {
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    {
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    {
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      "TIME": "1998",
      "Business enterprise": "3267470.7698",
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      "Private non-profit": "194816.69066",
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      "Not specified activities": "96834.20727",
      "Medical and health sciences": "36568.30813"
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      "TIME": "2001",
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      "Higher Education": "347.22619",
      "Private non-profit": "43715.77766",
      "Rest of the world": "158587.57729000002",
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      "Applied research": "1037338.2505600001",
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    {
      "LOCATION": "ZAF",
      "Country": "South Africa",
      "TIME": "2003",
      "Business enterprise": "1672553.68235",
      "Government": "1039957.03561",
      "Higher Education": "2946.21697",
      "Private non-profit": "6849.363759999999",
      "Rest of the world": "331923.7847",
      "Basic research": "737728.67038",
      "Applied research": "1170924.64974",
      "Experimental development": "1145577.3691200002",
      "Medical and health sciences": "411395.60955"
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    {
      "LOCATION": "ZAF",
      "Country": "South Africa",
      "TIME": "2004",
      "Business enterprise": "1705974.82339",
      "Government": "1249454.47707",
      "Higher Education": "745.9363400000001",
      "Private non-profit": "17469.16882",
      "Rest of the world": "535435.32745",
      "Basic research": "653637.1658399999",
      "Applied research": "1359084.9137600001",
      "Experimental development": "1496357.36129",
      "Medical and health sciences": "519864.45413"
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    {
      "LOCATION": "ZAF",
      "Country": "South Africa",
      "TIME": "2005",
      "Business enterprise": "1775139.4275900002",
      "Government": "1545517.23937",
      "Higher Education": "119752.8437",
      "Private non-profit": "57808.37444",
      "Rest of the world": "548428.0989",
      "Basic research": "757823.11892",
      "Applied research": "1446111.3968",
      "Experimental development": "1842711.1822799998",
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      "Applied research": "1607324.02228",
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      "Medical and health sciences": "690467.7856899999"
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      "Business enterprise": "1814666.33225",
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      "Private non-profit": "130392.76347",
      "Rest of the world": "697641.19919",
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      "Experimental development": "1546177.94069",
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      "Private non-profit": "118772.1202",
      "Rest of the world": "631555.34871",
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      "Applied research": "2241809.50953",
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      "Country": "South Africa",
      "TIME": "2013",
      "Business enterprise": "2050618.38464",
      "Government": "2126180.77683",
      "Higher Education": "35130.68555",
      "Private non-profit": "104404.0188",
      "Rest of the world": "640385.09733",
      "Basic research": "1178707.91249",
      "Applied research": "2343515.88051",
      "Experimental development": "1434495.17014",
      "Medical and health sciences": "901773.74729"
    },
    {
      "LOCATION": "ZMB",
      "Country": "Zambia",
      "TIME": "2008",
      "Business enterprise": "3252.06631",
      "Government": "95548.34279",
      "Private non-profit": "324.99069",
      "Rest of the world": "1630.8918199999998"
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  ],
  "meta": {
    "title": "R&D Expenditure by Country and Sector - Free Download",
    "description": "1,331 country-year records of research and development spending broken down by sector (business, government, higher education) from OECD data covering dozens of nations from the 1980s to 2020s. Contains 1331 records. Download in Excel, CSV, PDF formats.",
    "seo_title": "R&D Expenditure by Country and Sector | ListBase",
    "seo_description": "Download R&D Expenditure by Country and Sector — 1331 records. Available in Excel, CSV, PDF formats.",
    "key_takeaways": [
      "Contains 1331 records / 14 fields",
      "Available for free download in Excel, CSV, and PDF formats",
      "Data sourced from: https://github.com/datasets/expenditure-on-research-and-development"
    ]
  }
}