{
  "dataset": "Global Import-Export HS4 Year Series (1995-2024)",
  "description": "Annual global trade values by HS4 product category, with counts of active corridors and HS6 products.",
  "coverage": "1995-2024 annual observations where available",
  "rowMeaning": "one year and one HS4 product category",
  "includes": [
    "Yearly global trade value in US dollars",
    "Active corridor count",
    "Active HS6 product count"
  ],
  "metricDefinitions": [
    "HS4 is a four-digit Harmonized System product group.",
    "Fields marked USD are monetary values denominated in US dollars.",
    "Count fields report the number of items named in the field, such as products, partners, or routes."
  ],
  "columns": [
    "year",
    "hs4",
    "global_trade_usd",
    "corridor_count",
    "active_hs6_count"
  ],
  "columnTypes": {
    "year": "uint16",
    "hs4": "string",
    "global_trade_usd": "float64",
    "corridor_count": "uint64",
    "active_hs6_count": "uint64"
  },
  "rows": [
    {
      "year": 2017,
      "hs4": "0101",
      "global_trade_usd": 2834514196.296126,
      "corridor_count": 1587,
      "active_hs6_count": 4
    },
    {
      "year": 2017,
      "hs4": "0102",
      "global_trade_usd": 8777750017.098953,
      "corridor_count": 1071,
      "active_hs6_count": 5
    },
    {
      "year": 2017,
      "hs4": "0103",
      "global_trade_usd": 4431762213.604367,
      "corridor_count": 636,
      "active_hs6_count": 3
    },
    {
      "year": 2017,
      "hs4": "0104",
      "global_trade_usd": 1759673542.8525488,
      "corridor_count": 657,
      "active_hs6_count": 2
    },
    {
      "year": 2017,
      "hs4": "0105",
      "global_trade_usd": 3010946010.324679,
      "corridor_count": 1297,
      "active_hs6_count": 7
    },
    {
      "year": 2017,
      "hs4": "0106",
      "global_trade_usd": 1421293240.9336047,
      "corridor_count": 4801,
      "active_hs6_count": 13
    },
    {
      "year": 2017,
      "hs4": "0201",
      "global_trade_usd": 22162671016.88477,
      "corridor_count": 2011,
      "active_hs6_count": 3
    },
    {
      "year": 2017,
      "hs4": "0202",
      "global_trade_usd": 21191138004.9538,
      "corridor_count": 2780,
      "active_hs6_count": 3
    },
    {
      "year": 2017,
      "hs4": "0203",
      "global_trade_usd": 29544352175.80006,
      "corridor_count": 2528,
      "active_hs6_count": 6
    },
    {
      "year": 2017,
      "hs4": "0204",
      "global_trade_usd": 6928737056.413166,
      "corridor_count": 1911,
      "active_hs6_count": 9
    },
    {
      "year": 2017,
      "hs4": "0205",
      "global_trade_usd": 398947049.0005812,
      "corridor_count": 413,
      "active_hs6_count": 1
    },
    {
      "year": 2017,
      "hs4": "0206",
      "global_trade_usd": 7992087853.756877,
      "corridor_count": 2674,
      "active_hs6_count": 9
    },
    {
      "year": 2017,
      "hs4": "0207",
      "global_trade_usd": 24288377545.02921,
      "corridor_count": 3609,
      "active_hs6_count": 19
    },
    {
      "year": 2017,
      "hs4": "0208",
      "global_trade_usd": 784365626.1057994,
      "corridor_count": 1330,
      "active_hs6_count": 6
    },
    {
      "year": 2017,
      "hs4": "0209",
      "global_trade_usd": 628468311.511387,
      "corridor_count": 1099,
      "active_hs6_count": 2
    },
    {
      "year": 2017,
      "hs4": "0210",
      "global_trade_usd": 4329182926.049864,
      "corridor_count": 2267,
      "active_hs6_count": 8
    },
    {
      "year": 2017,
      "hs4": "0301",
      "global_trade_usd": 1774597123.2020922,
      "corridor_count": 2578,
      "active_hs6_count": 8
    },
    {
      "year": 2017,
      "hs4": "0302",
      "global_trade_usd": 19512860151.040817,
      "corridor_count": 3588,
      "active_hs6_count": 45
    },
    {
      "year": 2017,
      "hs4": "0303",
      "global_trade_usd": 24303793187.809692,
      "corridor_count": 5417,
      "active_hs6_count": 44
    },
    {
      "year": 2017,
      "hs4": "0304",
      "global_trade_usd": 23691010278.359932,
      "corridor_count": 4509,
      "active_hs6_count": 48
    },
    {
      "year": 2017,
      "hs4": "0305",
      "global_trade_usd": 6134865268.819604,
      "corridor_count": 3530,
      "active_hs6_count": 23
    },
    {
      "year": 2017,
      "hs4": "0306",
      "global_trade_usd": 27886489634.068504,
      "corridor_count": 4473,
      "active_hs6_count": 20
    },
    {
      "year": 2017,
      "hs4": "0307",
      "global_trade_usd": 13080680770.097254,
      "corridor_count": 3931,
      "active_hs6_count": 28
    },
    {
      "year": 2017,
      "hs4": "0308",
      "global_trade_usd": 805135045.405056,
      "corridor_count": 1394,
      "active_hs6_count": 8
    },
    {
      "year": 2017,
      "hs4": "0401",
      "global_trade_usd": 9609247063.68025,
      "corridor_count": 3460,
      "active_hs6_count": 4
    },
    {
      "year": 2017,
      "hs4": "0402",
      "global_trade_usd": 18409228454.158943,
      "corridor_count": 4888,
      "active_hs6_count": 5
    },
    {
      "year": 2017,
      "hs4": "0403",
      "global_trade_usd": 4483522517.683645,
      "corridor_count": 3166,
      "active_hs6_count": 2
    },
    {
      "year": 2017,
      "hs4": "0404",
      "global_trade_usd": 4501287679.38449,
      "corridor_count": 2435,
      "active_hs6_count": 2
    },
    {
      "year": 2017,
      "hs4": "0405",
      "global_trade_usd": 9751383011.9251,
      "corridor_count": 3225,
      "active_hs6_count": 3
    },
    {
      "year": 2017,
      "hs4": "0406",
      "global_trade_usd": 30253067907.000664,
      "corridor_count": 4645,
      "active_hs6_count": 5
    },
    {
      "year": 2017,
      "hs4": "0407",
      "global_trade_usd": 4027436752.939323,
      "corridor_count": 1997,
      "active_hs6_count": 5
    },
    {
      "year": 2017,
      "hs4": "0408",
      "global_trade_usd": 1060187892.8014128,
      "corridor_count": 1489,
      "active_hs6_count": 4
    },
    {
      "year": 2017,
      "hs4": "0409",
      "global_trade_usd": 2298421798.996045,
      "corridor_count": 3519,
      "active_hs6_count": 1
    },
    {
      "year": 2017,
      "hs4": "0410",
      "global_trade_usd": 615583008.4693393,
      "corridor_count": 1000,
      "active_hs6_count": 1
    },
    {
      "year": 2017,
      "hs4": "0501",
      "global_trade_usd": 77408480.67410693,
      "corridor_count": 524,
      "active_hs6_count": 1
    },
    {
      "year": 2017,
      "hs4": "0502",
      "global_trade_usd": 174611444.53147817,
      "corridor_count": 430,
      "active_hs6_count": 2
    },
    {
      "year": 2017,
      "hs4": "0504",
      "global_trade_usd": 4965625800.74781,
      "corridor_count": 2080,
      "active_hs6_count": 1
    },
    {
      "year": 2017,
      "hs4": "0505",
      "global_trade_usd": 1421374672.7445264,
      "corridor_count": 1133,
      "active_hs6_count": 2
    },
    {
      "year": 2017,
      "hs4": "0506",
      "global_trade_usd": 345247829.0738597,
      "corridor_count": 1090,
      "active_hs6_count": 2
    },
    {
      "year": 2017,
      "hs4": "0507",
      "global_trade_usd": 158854458.55257353,
      "corridor_count": 901,
      "active_hs6_count": 2
    },
    {
      "year": 2017,
      "hs4": "0508",
      "global_trade_usd": 154548517.91472563,
      "corridor_count": 1603,
      "active_hs6_count": 1
    },
    {
      "year": 2017,
      "hs4": "0510",
      "global_trade_usd": 234720523.16475978,
      "corridor_count": 611,
      "active_hs6_count": 1
    },
    {
      "year": 2017,
      "hs4": "0511",
      "global_trade_usd": 2675007450.9229026,
      "corridor_count": 3398,
      "active_hs6_count": 3
    },
    {
      "year": 2017,
      "hs4": "0601",
      "global_trade_usd": 1696548447.5272272,
      "corridor_count": 1715,
      "active_hs6_count": 2
    },
    {
      "year": 2017,
      "hs4": "0602",
      "global_trade_usd": 8427315211.738844,
      "corridor_count": 3950,
      "active_hs6_count": 5
    },
    {
      "year": 2017,
      "hs4": "0603",
      "global_trade_usd": 8224807945.876182,
      "corridor_count": 3665,
      "active_hs6_count": 7
    },
    {
      "year": 2017,
      "hs4": "0604",
      "global_trade_usd": 1206141836.8153403,
      "corridor_count": 3260,
      "active_hs6_count": 2
    },
    {
      "year": 2017,
      "hs4": "0701",
      "global_trade_usd": 4342760474.560071,
      "corridor_count": 2569,
      "active_hs6_count": 2
    },
    {
      "year": 2017,
      "hs4": "0702",
      "global_trade_usd": 8735045389.09398,
      "corridor_count": 2205,
      "active_hs6_count": 1
    },
    {
      "year": 2017,
      "hs4": "0703",
      "global_trade_usd": 6568765914.57963,
      "corridor_count": 3484,
      "active_hs6_count": 3
    },
    {
      "year": 2017,
      "hs4": "0704",
      "global_trade_usd": 3117990878.6337748,
      "corridor_count": 2362,
      "active_hs6_count": 3
    },
    {
      "year": 2017,
      "hs4": "0705",
      "global_trade_usd": 2762295637.6107483,
      "corridor_count": 1929,
      "active_hs6_count": 4
    },
    {
      "year": 2017,
      "hs4": "0706",
      "global_trade_usd": 1734586846.6768022,
      "corridor_count": 2518,
      "active_hs6_count": 2
    },
    {
      "year": 2017,
      "hs4": "0707",
      "global_trade_usd": 2453280273.399134,
      "corridor_count": 1654,
      "active_hs6_count": 1
    },
    {
      "year": 2017,
      "hs4": "0708",
      "global_trade_usd": 1365569754.3907125,
      "corridor_count": 2649,
      "active_hs6_count": 3
    },
    {
      "year": 2017,
      "hs4": "0709",
      "global_trade_usd": 13262897219.12944,
      "corridor_count": 4967,
      "active_hs6_count": 11
    },
    {
      "year": 2017,
      "hs4": "0710",
      "global_trade_usd": 6307248096.094603,
      "corridor_count": 4016,
      "active_hs6_count": 8
    },
    {
      "year": 2017,
      "hs4": "0711",
      "global_trade_usd": 667347683.8702319,
      "corridor_count": 2338,
      "active_hs6_count": 5
    },
    {
      "year": 2017,
      "hs4": "0712",
      "global_trade_usd": 4549874315.362664,
      "corridor_count": 4567,
      "active_hs6_count": 6
    },
    {
      "year": 2017,
      "hs4": "0713",
      "global_trade_usd": 13054838418.826292,
      "corridor_count": 5365,
      "active_hs6_count": 12
    },
    {
      "year": 2017,
      "hs4": "0714",
      "global_trade_usd": 2952204985.7381845,
      "corridor_count": 2396,
      "active_hs6_count": 6
    },
    {
      "year": 2017,
      "hs4": "0801",
      "global_trade_usd": 10334017434.389946,
      "corridor_count": 3771,
      "active_hs6_count": 7
    },
    {
      "year": 2017,
      "hs4": "0802",
      "global_trade_usd": 17313920667.61828,
      "corridor_count": 4610,
      "active_hs6_count": 15
    },
    {
      "year": 2017,
      "hs4": "0803",
      "global_trade_usd": 11943738336.408998,
      "corridor_count": 2433,
      "active_hs6_count": 2
    },
    {
      "year": 2017,
      "hs4": "0804",
      "global_trade_usd": 12433325790.879967,
      "corridor_count": 5521,
      "active_hs6_count": 5
    },
    {
      "year": 2017,
      "hs4": "0805",
      "global_trade_usd": 13860589202.7809,
      "corridor_count": 3995,
      "active_hs6_count": 7
    },
    {
      "year": 2017,
      "hs4": "0806",
      "global_trade_usd": 9542825225.56599,
      "corridor_count": 3740,
      "active_hs6_count": 2
    },
    {
      "year": 2017,
      "hs4": "0807",
      "global_trade_usd": 3524819261.0828385,
      "corridor_count": 2679,
      "active_hs6_count": 3
    },
    {
      "year": 2017,
      "hs4": "0808",
      "global_trade_usd": 10146272800.209509,
      "corridor_count": 3157,
      "active_hs6_count": 3
    },
    {
      "year": 2017,
      "hs4": "0809",
      "global_trade_usd": 5744977803.506582,
      "corridor_count": 2720,
      "active_hs6_count": 5
    },
    {
      "year": 2017,
      "hs4": "0810",
      "global_trade_usd": 15076288389.696465,
      "corridor_count": 4605,
      "active_hs6_count": 8
    },
    {
      "year": 2017,
      "hs4": "0811",
      "global_trade_usd": 4274504355.9178987,
      "corridor_count": 3571,
      "active_hs6_count": 3
    },
    {
      "year": 2017,
      "hs4": "0812",
      "global_trade_usd": 215846607.2008362,
      "corridor_count": 1313,
      "active_hs6_count": 2
    },
    {
      "year": 2017,
      "hs4": "0813",
      "global_trade_usd": 2510810344.964423,
      "corridor_count": 4619,
      "active_hs6_count": 5
    },
    {
      "year": 2017,
      "hs4": "0814",
      "global_trade_usd": 90204600.90565827,
      "corridor_count": 1124,
      "active_hs6_count": 1
    },
    {
      "year": 2017,
      "hs4": "0901",
      "global_trade_usd": 31513218303.403755,
      "corridor_count": 7184,
      "active_hs6_count": 5
    },
    {
      "year": 2017,
      "hs4": "0902",
      "global_trade_usd": 7632062163.896233,
      "corridor_count": 6175,
      "active_hs6_count": 4
    },
    {
      "year": 2017,
      "hs4": "0903",
      "global_trade_usd": 178498824.90195966,
      "corridor_count": 1145,
      "active_hs6_count": 1
    },
    {
      "year": 2017,
      "hs4": "0904",
      "global_trade_usd": 4246848778.632143,
      "corridor_count": 5121,
      "active_hs6_count": 4
    },
    {
      "year": 2017,
      "hs4": "0905",
      "global_trade_usd": 1193059476.1174638,
      "corridor_count": 1696,
      "active_hs6_count": 2
    },
    {
      "year": 2017,
      "hs4": "0906",
      "global_trade_usd": 643882039.2485093,
      "corridor_count": 2632,
      "active_hs6_count": 3
    },
    {
      "year": 2017,
      "hs4": "0907",
      "global_trade_usd": 482445543.02178615,
      "corridor_count": 1830,
      "active_hs6_count": 2
    },
    {
      "year": 2017,
      "hs4": "0908",
      "global_trade_usd": 810526940.3902591,
      "corridor_count": 2275,
      "active_hs6_count": 6
    },
    {
      "year": 2017,
      "hs4": "0909",
      "global_trade_usd": 953661666.2747916,
      "corridor_count": 3479,
      "active_hs6_count": 6
    },
    {
      "year": 2017,
      "hs4": "0910",
      "global_trade_usd": 2673404270.8572874,
      "corridor_count": 6275,
      "active_hs6_count": 6
    },
    {
      "year": 2017,
      "hs4": "1001",
      "global_trade_usd": 39813432761.9913,
      "corridor_count": 2371,
      "active_hs6_count": 4
    },
    {
      "year": 2017,
      "hs4": "1002",
      "global_trade_usd": 210494165.22414345,
      "corridor_count": 570,
      "active_hs6_count": 2
    },
    {
      "year": 2017,
      "hs4": "1003",
      "global_trade_usd": 7248626346.014607,
      "corridor_count": 1505,
      "active_hs6_count": 2
    },
    {
      "year": 2017,
      "hs4": "1004",
      "global_trade_usd": 736947634.1640637,
      "corridor_count": 1188,
      "active_hs6_count": 2
    },
    {
      "year": 2017,
      "hs4": "1005",
      "global_trade_usd": 31319538095.464558,
      "corridor_count": 3255,
      "active_hs6_count": 2
    },
    {
      "year": 2017,
      "hs4": "1006",
      "global_trade_usd": 23810110883.83989,
      "corridor_count": 5007,
      "active_hs6_count": 4
    },
    {
      "year": 2017,
      "hs4": "1007",
      "global_trade_usd": 1589554516.1137514,
      "corridor_count": 958,
      "active_hs6_count": 2
    },
    {
      "year": 2017,
      "hs4": "1008",
      "global_trade_usd": 936196019.7009815,
      "corridor_count": 2827,
      "active_hs6_count": 8
    },
    {
      "year": 2017,
      "hs4": "1101",
      "global_trade_usd": 4994181039.308016,
      "corridor_count": 3797,
      "active_hs6_count": 1
    },
    {
      "year": 2017,
      "hs4": "1102",
      "global_trade_usd": 973578201.375796,
      "corridor_count": 3614,
      "active_hs6_count": 2
    },
    {
      "year": 2017,
      "hs4": "1103",
      "global_trade_usd": 1057433664.8001279,
      "corridor_count": 2778,
      "active_hs6_count": 4
    },
    {
      "year": 2017,
      "hs4": "1104",
      "global_trade_usd": 1452976426.0871327,
      "corridor_count": 3501,
      "active_hs6_count": 6
    },
    {
      "year": 2017,
      "hs4": "1105",
      "global_trade_usd": 679287260.3214178,
      "corridor_count": 1961,
      "active_hs6_count": 2
    },
    {
      "year": 2017,
      "hs4": "1106",
      "global_trade_usd": 558902486.3190039,
      "corridor_count": 3319,
      "active_hs6_count": 3
    },
    {
      "year": 2017,
      "hs4": "1107",
      "global_trade_usd": 3492993216.3655496,
      "corridor_count": 1841,
      "active_hs6_count": 2
    }
  ]
}