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world_trade_atlas — World trade networks (Atlas of Economic Complexity, 1962-2024)

Description

Yearly networks of international trade in goods between countries and territories, from the trade data of the Atlas of Economic Complexity of the Growth Lab at Harvard University. The data are based on the bilateral trade flows reported to the United Nations Statistical Division (UN Comtrade), and cleaned by the Growth Lab with the Bustos-Yildirim method, which reconciles the values reported by exporters and importers to correct for inconsistent reporting. The Growth Lab publishes the data in four editions, with the goods classified with different systems, which differ in their coverage of years and goods: the Standard International Trade Classification (SITC), Revision 2, which covers the longest period (1962-2024) with about 700 products, and the Harmonized System (HS) in its 1992 (1995-2024), 2012 (2012-2024) and 2022 (2022-2024) versions, with about 5,000 products each. All four editions are included, with one network per edition and year, named after the edition and the year: sitc_1962, ..., sitc_2024, hs92_1995, ..., hs92_2024, hs12_2012, ..., hs12_2024, hs22_2022, ..., hs22_2024.

Nodes are countries and territories, and a directed edge $(i,j)$ means that $i$ exported goods to $j$ in that year; edges are weighted by the total value of these exports (summed over all products), in current US dollars. Pairs without exports are not connected. The nodes of each network are the countries and territories that appear in that year's trade data (as exporters or importers, including some with no trade above zero in that year).

The data are the files <edition>_country_country_year.csv (bilateral trade, summed over products) and <edition>_country_year.csv (the country-level measures) of the Harvard Dataverse datasets "International Trade Data (SITC, Rev. 2)" (version 18.0, April 2026), "International Trade Data (HS, 92)" (version 18.0), "International Trade Data (HS, 12)" (version 10.0) and "International Trade Data (HS, 22)" (version 2.0), and the country names from location_country.csv of version 12.0 of the Growth Lab's "Classifications Data". The trade data per product, which the datasets also contain (several GB per edition), and the Growth Lab's data on trade in services (which are not bilateral) are not included here.

The networks have the following properties:

  • year, classification (the classification of goods of the edition: SITC Rev. 2, HS 1992, HS 2012 or HS 2022): graph properties.
  • name: the name of the country.
  • iso3: the three-letter code of the country (the Growth Lab's augmented version of the ISO 3166-1 alpha-3 codes; e.g. ANS for the former Netherlands Antilles).
  • country_id: the numeric code of the country (the Growth Lab's augmented version of the UN M49 codes).
  • former_country: whether the country no longer exists (e.g. the Netherlands Antilles).
  • export_value, import_value: the total value of the country's exports and imports of goods in that year, in current US dollars (0 if not available).
  • eci: the Economic Complexity Index of the country in that year (NaN if not computed, e.g. for countries outside the Growth Lab's rankings).
  • coi: the Complexity Outlook Index of the country in that year (NaN if not computed).
  • diversity: the number of products the country exports with a revealed comparative advantage of at least one (-1 if not computed).
  • Edge weight: the value of the exports from $i$ to $j$ in that year, in current US dollars.
Tags
Economic Trade Weighted Metadata
Citation
Upstream URL OK
https://doi.org/10.7910/DVN/H8SFD2
https://doi.org/10.7910/DVN/T4CHWJ
https://doi.org/10.7910/DVN/YAVJDF
https://doi.org/10.7910/DVN/FTUUJU
https://doi.org/10.7910/DVN/3BAL1O
https://atlas.hks.harvard.edu/data-downloads
Upstream license
Creative Commons Zero v1.0 Universal (CC0 1.0), http://creativecommons.org/publicdomain/zero/1.0
Networks
Tip: click on a column header to sort the list, or hover over it for a description.
Column legend
$\left<k\right>$
Mean degree
$\sigma_k$
Standard deviation of the degrees
$\lambda_h$
Largest eigenvalue of the Hashimoto (non-backtracking) matrix
$\tau$
Random walk mixing time
$r$
Degree assortativity
$c$
Global clustering coefficient
$\oslash$
(Pseudo-) diameter
$S$
Relative size of the largest component
NPs
Node properties
EPs
Edge properties
Name Nodes Edges $\left<k\right>$ $\sigma_k$ $\lambda_h$ $\tau$ $r$ $c$ $\oslash$ $S$ Kind Mode NPs EPs gt GraphML GML csv
sitc_1962 150 6,086 40.57 66.17 67.57 0.79 -0.43 0.59 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 31 KiB 50 KiB 49 KiB 46 KiB
sitc_1963 146 6,794 46.53 67.82 73.21 0.77 -0.42 0.64 4 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 33 KiB 54 KiB 53 KiB 50 KiB
sitc_1964 151 7,252 48.03 70.33 75.93 0.79 -0.42 0.65 4 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 35 KiB 57 KiB 56 KiB 53 KiB
sitc_1965 155 7,760 50.06 72.26 78.45 0.78 -0.41 0.64 4 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 37 KiB 60 KiB 59 KiB 57 KiB
sitc_1966 156 7,982 51.17 73.09 80.07 0.78 -0.41 0.65 4 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 38 KiB 62 KiB 61 KiB 58 KiB
sitc_1967 152 8,134 53.51 72.33 80.98 0.78 -0.40 0.66 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 39 KiB 63 KiB 62 KiB 59 KiB
sitc_1968 155 8,287 53.46 72.93 82.31 0.76 -0.39 0.67 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 39 KiB 64 KiB 63 KiB 60 KiB
sitc_1969 155 8,313 53.63 73.07 82.20 0.75 -0.39 0.67 4 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 40 KiB 64 KiB 64 KiB 60 KiB
sitc_1970 179 9,321 52.07 79.11 87.02 0.84 -0.36 0.67 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 45 KiB 72 KiB 71 KiB 68 KiB
sitc_1971 180 9,507 52.82 79.92 88.12 0.82 -0.36 0.67 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 45 KiB 73 KiB 73 KiB 69 KiB
sitc_1972 181 9,864 54.50 81.14 89.66 0.82 -0.37 0.67 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 47 KiB 76 KiB 75 KiB 71 KiB
sitc_1973 181 10,454 57.76 82.59 92.56 0.87 -0.37 0.67 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 50 KiB 81 KiB 80 KiB 75 KiB
sitc_1974 183 11,060 60.44 84.18 96.14 0.87 -0.36 0.69 4 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 53 KiB 86 KiB 85 KiB 80 KiB
sitc_1975 182 11,235 61.73 84.05 97.31 0.87 -0.35 0.69 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 53 KiB 87 KiB 86 KiB 81 KiB
sitc_1976 183 11,266 61.56 84.66 97.11 0.86 -0.35 0.69 4 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 54 KiB 87 KiB 87 KiB 82 KiB
sitc_1977 183 11,551 63.12 85.43 99.07 0.86 -0.36 0.70 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 55 KiB 90 KiB 89 KiB 84 KiB
sitc_1978 182 11,612 63.80 85.14 98.99 0.87 -0.36 0.69 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 55 KiB 91 KiB 89 KiB 84 KiB
sitc_1979 182 11,878 65.26 86.22 100.05 0.83 -0.37 0.69 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 57 KiB 93 KiB 91 KiB 86 KiB
sitc_1980 183 12,034 65.76 86.41 100.61 0.84 -0.37 0.69 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 58 KiB 94 KiB 93 KiB 88 KiB
sitc_1981 185 12,225 66.08 88.12 101.23 0.84 -0.38 0.69 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 59 KiB 95 KiB 94 KiB 89 KiB
sitc_1982 185 11,775 63.65 87.73 98.97 0.84 -0.39 0.68 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 57 KiB 92 KiB 91 KiB 86 KiB
sitc_1983 185 11,607 62.74 87.56 97.85 0.83 -0.40 0.67 4 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 56 KiB 91 KiB 91 KiB 85 KiB
sitc_1984 184 11,380 61.85 88.40 96.16 0.78 -0.43 0.66 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 55 KiB 89 KiB 89 KiB 83 KiB
sitc_1985 184 11,646 63.29 88.67 98.34 0.78 -0.42 0.67 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 56 KiB 91 KiB 90 KiB 85 KiB
sitc_1986 185 11,991 64.82 89.62 99.07 0.82 -0.42 0.67 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 57 KiB 93 KiB 92 KiB 87 KiB
sitc_1987 185 12,092 65.36 90.44 99.77 0.79 -0.43 0.67 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 58 KiB 94 KiB 94 KiB 88 KiB
sitc_1988 186 12,367 66.49 92.55 100.25 0.79 -0.46 0.65 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 59 KiB 96 KiB 95 KiB 90 KiB
sitc_1989 185 12,779 69.08 92.78 102.32 0.75 -0.45 0.67 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 61 KiB 100 KiB 98 KiB 93 KiB
sitc_1990 185 13,182 71.25 92.61 104.87 0.74 -0.43 0.68 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 62 KiB 102 KiB 101 KiB 95 KiB
sitc_1991 186 13,430 72.20 93.68 105.50 0.73 -0.44 0.68 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 63 KiB 104 KiB 103 KiB 97 KiB
sitc_1992 207 15,249 73.67 103.00 111.47 0.69 -0.46 0.66 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 71 KiB 118 KiB 115 KiB 109 KiB
sitc_1993 211 16,222 76.88 106.20 114.72 0.73 -0.47 0.66 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 75 KiB 124 KiB 122 KiB 115 KiB
sitc_1994 211 17,062 80.86 106.13 118.51 0.70 -0.44 0.68 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 78 KiB 130 KiB 127 KiB 121 KiB
sitc_1995 211 18,407 87.24 105.59 124.59 0.71 -0.39 0.71 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 84 KiB 140 KiB 136 KiB 129 KiB
sitc_1996 211 19,141 90.72 106.00 128.01 0.68 -0.38 0.72 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 87 KiB 144 KiB 143 KiB 134 KiB
sitc_1997 211 19,675 93.25 105.79 130.20 0.67 -0.37 0.73 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 88 KiB 148 KiB 144 KiB 137 KiB
sitc_1998 211 20,195 95.71 105.88 132.84 0.64 -0.36 0.75 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 90 KiB 151 KiB 148 KiB 140 KiB
sitc_1999 212 20,737 97.82 106.65 134.81 0.67 -0.36 0.75 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 92 KiB 155 KiB 151 KiB 143 KiB
sitc_2000 224 22,313 99.61 112.22 139.94 0.66 -0.35 0.75 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 98 KiB 165 KiB 162 KiB 154 KiB
sitc_2001 225 22,650 100.67 112.83 141.38 0.65 -0.35 0.75 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 100 KiB 168 KiB 164 KiB 156 KiB
sitc_2002 224 23,281 103.93 112.43 143.42 0.65 -0.35 0.75 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 102 KiB 172 KiB 168 KiB 160 KiB
sitc_2003 224 23,696 105.79 112.11 145.26 0.65 -0.34 0.76 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 104 KiB 175 KiB 171 KiB 163 KiB
sitc_2004 225 24,276 107.89 112.41 147.44 0.63 -0.33 0.77 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 107 KiB 180 KiB 175 KiB 167 KiB
sitc_2005 224 24,466 109.22 112.47 148.19 0.63 -0.34 0.77 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 108 KiB 182 KiB 177 KiB 169 KiB
sitc_2006 226 25,449 112.61 113.33 151.67 0.62 -0.33 0.78 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 112 KiB 189 KiB 185 KiB 175 KiB
sitc_2007 226 26,041 115.23 112.97 153.87 0.63 -0.33 0.79 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 115 KiB 193 KiB 189 KiB 180 KiB
sitc_2008 226 26,378 116.72 113.10 154.99 0.62 -0.32 0.79 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 117 KiB 197 KiB 192 KiB 182 KiB
sitc_2009 226 26,218 116.01 112.93 154.73 0.63 -0.31 0.79 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 115 KiB 194 KiB 190 KiB 181 KiB
sitc_2010 226 26,545 117.46 113.12 156.09 0.64 -0.31 0.80 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 118 KiB 198 KiB 192 KiB 183 KiB
sitc_2011 228 26,823 117.64 114.72 156.96 0.63 -0.31 0.80 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 119 KiB 200 KiB 196 KiB 186 KiB
sitc_2012 229 26,835 117.18 115.78 156.86 0.61 -0.31 0.80 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 119 KiB 200 KiB 195 KiB 186 KiB
sitc_2013 230 27,178 118.17 116.07 157.94 0.62 -0.31 0.80 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 119 KiB 203 KiB 202 KiB 188 KiB
sitc_2014 230 27,139 118.00 116.34 157.71 0.62 -0.32 0.80 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 121 KiB 203 KiB 198 KiB 188 KiB
sitc_2015 230 27,319 118.78 116.48 158.37 0.62 -0.32 0.80 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 121 KiB 203 KiB 198 KiB 189 KiB
sitc_2016 231 27,409 118.65 117.55 158.53 0.62 -0.32 0.80 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 121 KiB 204 KiB 198 KiB 189 KiB
sitc_2017 230 27,733 120.58 116.51 159.80 0.63 -0.31 0.81 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 122 KiB 206 KiB 201 KiB 191 KiB
sitc_2018 230 27,817 120.94 116.29 159.87 0.63 -0.31 0.81 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 123 KiB 207 KiB 202 KiB 192 KiB
sitc_2019 230 27,681 120.35 116.90 159.40 0.64 -0.32 0.81 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 122 KiB 206 KiB 205 KiB 191 KiB
sitc_2020 230 27,001 117.40 117.05 157.05 0.65 -0.32 0.80 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 120 KiB 201 KiB 197 KiB 187 KiB
sitc_2021 230 27,621 120.09 117.19 159.12 0.63 -0.32 0.81 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 123 KiB 206 KiB 201 KiB 191 KiB
sitc_2022 230 27,487 119.51 117.04 158.89 0.65 -0.32 0.80 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 123 KiB 206 KiB 201 KiB 192 KiB
sitc_2023 230 27,534 119.71 117.28 158.82 0.64 -0.33 0.80 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 123 KiB 206 KiB 200 KiB 191 KiB
sitc_2024 230 25,752 111.97 120.34 151.41 0.62 -0.40 0.77 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 117 KiB 195 KiB 190 KiB 181 KiB
hs92_1995 211 18,411 87.26 105.59 124.62 0.71 -0.39 0.71 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 84 KiB 140 KiB 136 KiB 129 KiB
hs92_1996 211 19,136 90.69 106.01 127.97 0.67 -0.38 0.72 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 87 KiB 145 KiB 141 KiB 133 KiB
hs92_1997 211 19,677 93.26 105.81 130.20 0.67 -0.37 0.73 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 88 KiB 148 KiB 144 KiB 137 KiB
hs92_1998 211 20,189 95.68 105.87 132.81 0.64 -0.36 0.75 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 90 KiB 151 KiB 148 KiB 140 KiB
hs92_1999 212 20,745 97.85 106.64 134.84 0.67 -0.36 0.75 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 92 KiB 154 KiB 151 KiB 143 KiB
hs92_2000 224 22,317 99.63 112.21 139.94 0.66 -0.35 0.75 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 98 KiB 166 KiB 162 KiB 154 KiB
hs92_2001 225 22,651 100.67 112.83 141.39 0.65 -0.35 0.75 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 100 KiB 168 KiB 164 KiB 156 KiB
hs92_2002 224 23,283 103.94 112.42 143.42 0.65 -0.35 0.75 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 102 KiB 172 KiB 171 KiB 160 KiB
hs92_2003 224 23,698 105.79 112.11 145.26 0.65 -0.34 0.76 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 104 KiB 175 KiB 171 KiB 163 KiB
hs92_2004 225 24,276 107.89 112.41 147.44 0.63 -0.33 0.77 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 107 KiB 181 KiB 179 KiB 167 KiB
hs92_2005 224 24,466 109.22 112.47 148.18 0.63 -0.34 0.77 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 108 KiB 182 KiB 177 KiB 169 KiB
hs92_2006 226 25,448 112.60 113.34 151.67 0.62 -0.33 0.78 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 112 KiB 189 KiB 184 KiB 175 KiB
hs92_2007 226 26,041 115.23 112.97 153.87 0.63 -0.33 0.79 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 115 KiB 194 KiB 189 KiB 180 KiB
hs92_2008 226 26,381 116.73 113.11 154.99 0.62 -0.32 0.79 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 117 KiB 197 KiB 195 KiB 183 KiB
hs92_2009 226 26,220 116.02 112.93 154.74 0.63 -0.31 0.79 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 115 KiB 195 KiB 189 KiB 181 KiB
hs92_2010 226 26,549 117.47 113.12 156.10 0.64 -0.31 0.80 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 118 KiB 197 KiB 192 KiB 183 KiB
hs92_2011 228 26,824 117.65 114.72 156.96 0.63 -0.31 0.80 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 120 KiB 200 KiB 196 KiB 186 KiB
hs92_2012 229 26,838 117.20 115.77 156.88 0.61 -0.31 0.80 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 119 KiB 201 KiB 200 KiB 186 KiB
hs92_2013 230 27,178 118.17 116.07 157.94 0.62 -0.31 0.80 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 119 KiB 203 KiB 198 KiB 189 KiB
hs92_2014 230 27,141 118.00 116.34 157.71 0.62 -0.32 0.80 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 121 KiB 203 KiB 198 KiB 188 KiB
hs92_2015 230 27,323 118.80 116.49 158.38 0.62 -0.32 0.80 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 121 KiB 203 KiB 202 KiB 189 KiB
hs92_2016 231 27,411 118.66 117.55 158.53 0.62 -0.32 0.80 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 121 KiB 204 KiB 198 KiB 189 KiB
hs92_2017 230 27,736 120.59 116.51 159.80 0.63 -0.31 0.81 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 122 KiB 206 KiB 201 KiB 192 KiB
hs92_2018 230 27,821 120.96 116.30 159.87 0.63 -0.31 0.81 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 123 KiB 207 KiB 202 KiB 192 KiB
hs92_2019 230 27,684 120.37 116.90 159.40 0.64 -0.32 0.81 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 122 KiB 206 KiB 201 KiB 192 KiB
hs92_2020 231 27,003 116.90 117.82 157.05 0.65 -0.32 0.80 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 120 KiB 201 KiB 197 KiB 187 KiB
hs92_2021 231 27,630 119.61 117.99 159.14 0.63 -0.32 0.81 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 123 KiB 206 KiB 201 KiB 192 KiB
hs92_2022 231 27,489 119.00 117.83 158.89 0.65 -0.32 0.80 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 123 KiB 206 KiB 201 KiB 192 KiB
hs92_2023 231 27,535 119.20 118.07 158.82 0.64 -0.33 0.80 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 123 KiB 207 KiB 201 KiB 192 KiB
hs92_2024 231 25,754 111.49 120.98 151.41 0.62 -0.40 0.77 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 116 KiB 195 KiB 194 KiB 182 KiB
hs12_2012 229 26,838 117.20 115.77 156.88 0.61 -0.31 0.80 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 120 KiB 201 KiB 195 KiB 186 KiB
hs12_2013 230 27,178 118.17 116.07 157.94 0.62 -0.31 0.80 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 120 KiB 203 KiB 198 KiB 189 KiB
hs12_2014 230 27,141 118.00 116.34 157.71 0.62 -0.32 0.80 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 121 KiB 203 KiB 197 KiB 188 KiB
hs12_2015 230 27,326 118.81 116.47 158.39 0.62 -0.32 0.80 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 120 KiB 203 KiB 198 KiB 189 KiB
hs12_2016 231 27,411 118.66 117.55 158.53 0.62 -0.32 0.80 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 121 KiB 204 KiB 199 KiB 189 KiB
hs12_2017 230 27,736 120.59 116.51 159.80 0.63 -0.31 0.81 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 122 KiB 206 KiB 201 KiB 192 KiB
hs12_2018 230 27,821 120.96 116.30 159.87 0.63 -0.31 0.81 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 123 KiB 207 KiB 202 KiB 192 KiB
hs12_2019 230 27,684 120.37 116.90 159.40 0.64 -0.32 0.81 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 122 KiB 206 KiB 200 KiB 191 KiB
hs12_2020 231 27,003 116.90 117.82 157.05 0.65 -0.32 0.80 2 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 120 KiB 202 KiB 196 KiB 187 KiB
hs12_2021 231 27,631 119.61 117.99 159.14 0.63 -0.32 0.81 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 123 KiB 206 KiB 201 KiB 192 KiB
hs12_2022 231 27,490 119.00 117.83 158.89 0.65 -0.32 0.80 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 123 KiB 206 KiB 202 KiB 192 KiB
hs12_2023 231 27,535 119.20 118.07 158.82 0.64 -0.33 0.80 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 122 KiB 206 KiB 202 KiB 192 KiB
hs12_2024 231 25,755 111.49 120.98 151.41 0.63 -0.40 0.77 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 115 KiB 195 KiB 191 KiB 181 KiB
hs22_2022 231 27,490 119.00 117.83 158.89 0.65 -0.32 0.80 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 123 KiB 206 KiB 201 KiB 192 KiB
hs22_2023 231 27,535 119.20 118.07 158.82 0.64 -0.33 0.80 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 122 KiB 206 KiB 205 KiB 192 KiB
hs22_2024 231 25,755 111.49 120.98 151.41 0.63 -0.40 0.77 3 1.00 Directed Unipartite name iso3 country_id former_country export_value import_value eci coi diversity weight 116 KiB 195 KiB 191 KiB 181 KiB
Ridiculograms*
sitc_1962 drawing
sitc_1962
sitc_1963 drawing
sitc_1963
sitc_1964 drawing
sitc_1964
sitc_1965 drawing
sitc_1965
sitc_1966 drawing
sitc_1966
sitc_1967 drawing
sitc_1967
sitc_1968 drawing
sitc_1968
sitc_1969 drawing
sitc_1969
sitc_1970 drawing
sitc_1970
sitc_1971 drawing
sitc_1971
sitc_1972 drawing
sitc_1972
sitc_1973 drawing
sitc_1973
sitc_1974 drawing
sitc_1974
sitc_1975 drawing
sitc_1975
sitc_1976 drawing
sitc_1976
sitc_1977 drawing
sitc_1977
sitc_1978 drawing
sitc_1978
sitc_1979 drawing
sitc_1979
sitc_1980 drawing
sitc_1980
sitc_1981 drawing
sitc_1981
sitc_1982 drawing
sitc_1982
sitc_1983 drawing
sitc_1983
sitc_1984 drawing
sitc_1984
sitc_1985 drawing
sitc_1985
sitc_1986 drawing
sitc_1986
sitc_1987 drawing
sitc_1987
sitc_1988 drawing
sitc_1988
sitc_1989 drawing
sitc_1989
sitc_1990 drawing
sitc_1990
sitc_1991 drawing
sitc_1991
sitc_1992 drawing
sitc_1992
sitc_1993 drawing
sitc_1993
sitc_1994 drawing
sitc_1994
sitc_1995 drawing
sitc_1995
sitc_1996 drawing
sitc_1996
sitc_1997 drawing
sitc_1997
sitc_1998 drawing
sitc_1998
sitc_1999 drawing
sitc_1999
sitc_2000 drawing
sitc_2000
sitc_2001 drawing
sitc_2001
sitc_2002 drawing
sitc_2002
sitc_2003 drawing
sitc_2003
sitc_2004 drawing
sitc_2004
sitc_2005 drawing
sitc_2005
sitc_2006 drawing
sitc_2006
sitc_2007 drawing
sitc_2007
sitc_2008 drawing
sitc_2008
sitc_2009 drawing
sitc_2009
sitc_2010 drawing
sitc_2010
sitc_2011 drawing
sitc_2011
sitc_2012 drawing
sitc_2012
sitc_2013 drawing
sitc_2013
sitc_2014 drawing
sitc_2014
sitc_2015 drawing
sitc_2015
sitc_2016 drawing
sitc_2016
sitc_2017 drawing
sitc_2017
sitc_2018 drawing
sitc_2018
sitc_2019 drawing
sitc_2019
sitc_2020 drawing
sitc_2020
sitc_2021 drawing
sitc_2021
sitc_2022 drawing
sitc_2022
sitc_2023 drawing
sitc_2023
sitc_2024 drawing
sitc_2024
hs92_1995 drawing
hs92_1995
hs92_1996 drawing
hs92_1996
hs92_1997 drawing
hs92_1997
hs92_1998 drawing
hs92_1998
hs92_1999 drawing
hs92_1999
hs92_2000 drawing
hs92_2000
hs92_2001 drawing
hs92_2001
hs92_2002 drawing
hs92_2002
hs92_2003 drawing
hs92_2003
hs92_2004 drawing
hs92_2004
hs92_2005 drawing
hs92_2005
hs92_2006 drawing
hs92_2006
hs92_2007 drawing
hs92_2007
hs92_2008 drawing
hs92_2008
hs92_2009 drawing
hs92_2009
hs92_2010 drawing
hs92_2010
hs92_2011 drawing
hs92_2011
hs92_2012 drawing
hs92_2012
hs92_2013 drawing
hs92_2013
hs92_2014 drawing
hs92_2014
hs92_2015 drawing
hs92_2015
hs92_2016 drawing
hs92_2016
hs92_2017 drawing
hs92_2017
hs92_2018 drawing
hs92_2018
hs92_2019 drawing
hs92_2019
hs92_2020 drawing
hs92_2020
hs92_2021 drawing
hs92_2021
hs92_2022 drawing
hs92_2022
hs92_2023 drawing
hs92_2023
hs92_2024 drawing
hs92_2024
hs12_2012 drawing
hs12_2012
hs12_2013 drawing
hs12_2013
hs12_2014 drawing
hs12_2014
hs12_2015 drawing
hs12_2015
hs12_2016 drawing
hs12_2016
hs12_2017 drawing
hs12_2017
hs12_2018 drawing
hs12_2018
hs12_2019 drawing
hs12_2019
hs12_2020 drawing
hs12_2020
hs12_2021 drawing
hs12_2021
hs12_2022 drawing
hs12_2022
hs12_2023 drawing
hs12_2023
hs12_2024 drawing
hs12_2024
hs22_2022 drawing
hs22_2022
hs22_2023 drawing
hs22_2023
hs22_2024 drawing
hs22_2024
* These are automatically generated force-directed visualizations, and can be quite meaningless for networks both big and small. They should not be taken seriously as sources of scientific insight. See here for a discussion.