year uint16 | exporter_iso3 string | importer_iso3 string | export_value_usd float64 | yoy_growth_pct float64 | cagr_3y_pct float64 | distance_km float64 | capital_distance_km float64 | shares_land_border uint8 | shares_official_language uint8 | shares_ethnic_language uint8 | shared_religion uint8 | shared_legal_system uint8 | shared_colonial_history uint8 | has_fta uint8 | rta_coverage_ratio float64 | exporter_is_wto uint8 | importer_is_wto uint8 | exporter_is_eu uint8 | importer_is_eu uint8 | importer_gdp_million_usd float64 | importer_gdp_per_capita_usd float64 | importer_population float64 | importer_biz_entry_days float64 | importer_biz_entry_cost_pct float64 | exporter_gdp_million_usd float64 | exporter_gdp_per_capita_usd float64 | diplomatic_disagreement float64 | scientific_collaboration float64 | avg_applied_tariff_pct float64 | avg_mfn_tariff_pct float64 | avg_preferential_tariff_pct float64 | tariff_advantage_pp float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2,001 | DEU | DOM | 156,908,262.525162 | 50.794388 | 17.796913 | 7,949 | 7,949 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 1 | 0 | 94,243.453937 | 8,603.789905 | 10,953.714 | 16.5 | 13.7 | 4,223,116.205969 | 50,801.784877 | 0.000648 | 0.001522 | 9.507557 | 9.761481 | 4.108825 | 5.652656 |
2,002 | DEU | DOM | 152,551,587.578154 | -2.776575 | 25.075581 | 7,949 | 7,949 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 1 | 0 | 94,243.453937 | 8,603.789905 | 10,953.714 | 16.5 | 13.7 | 4,223,116.205969 | 50,801.784877 | 0.000648 | 0.001522 | 9.507557 | 9.761481 | 4.108825 | 5.652656 |
2,003 | DEU | DOM | 113,876,425.542057 | -25.352186 | 3.05231 | 7,949 | 7,949 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 1 | 0 | 94,243.453937 | 8,603.789905 | 10,953.714 | 16.5 | 13.7 | 4,223,116.205969 | 50,801.784877 | 0.000648 | 0.001522 | 9.507557 | 9.761481 | 4.108825 | 5.652656 |
2,004 | DEU | DOM | 120,265,931.811859 | 5.610912 | -8.483598 | 7,949 | 7,949 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 1 | 0 | 94,243.453937 | 8,603.789905 | 10,953.714 | 16.5 | 13.7 | 4,223,116.205969 | 50,801.784877 | 0.000648 | 0.001522 | 9.507557 | 9.761481 | 4.108825 | 5.652656 |
2,005 | DEU | DOM | 137,514,927.451559 | 14.342379 | -3.399871 | 7,949 | 7,949 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 1 | 0 | 94,243.453937 | 8,603.789905 | 10,953.714 | 16.5 | 13.7 | 4,223,116.205969 | 50,801.784877 | 0.000648 | 0.001522 | 9.507557 | 9.761481 | 4.108825 | 5.652656 |
2,006 | DEU | DOM | 183,608,935.490925 | 33.519276 | 17.260928 | 7,949 | 7,949 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 1 | 0 | 94,243.453937 | 8,603.789905 | 10,953.714 | 16.5 | 13.7 | 4,223,116.205969 | 50,801.784877 | 0.000648 | 0.001522 | 9.507557 | 9.761481 | 4.108825 | 5.652656 |
2,007 | DEU | DOM | 208,953,737.61993 | 13.803687 | 20.21791 | 7,949 | 7,949 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 1 | 0 | 94,243.453937 | 8,603.789905 | 10,953.714 | 16.5 | 13.7 | 4,223,116.205969 | 50,801.784877 | 0.000648 | 0.001522 | 9.507557 | 9.761481 | 4.108825 | 5.652656 |
2,008 | DEU | DOM | 210,736,799.999962 | 0.853329 | 15.291382 | 7,949 | 7,949 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 1 | 0 | 94,243.453937 | 8,603.789905 | 10,953.714 | 16.5 | 13.7 | 4,223,116.205969 | 50,801.784877 | 0.000648 | 0.001522 | 9.507557 | 9.761481 | 4.108825 | 5.652656 |
2,009 | DEU | DOM | 231,117,139.391081 | 9.670992 | 7.972406 | 7,949 | 7,949 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 1 | 0 | 94,243.453937 | 8,603.789905 | 10,953.714 | 16.5 | 13.7 | 4,223,116.205969 | 50,801.784877 | 0.000648 | 0.001522 | 9.507557 | 9.761481 | 4.108825 | 5.652656 |
2,010 | DEU | DOM | 232,510,625.991895 | 0.602935 | 3.624923 | 7,949 | 7,949 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 1 | 0 | 94,243.453937 | 8,603.789905 | 10,953.714 | 16.5 | 13.7 | 4,223,116.205969 | 50,801.784877 | 0.000648 | 0.001522 | 9.507557 | 9.761481 | 4.108825 | 5.652656 |
2,011 | DEU | DOM | 249,643,541.958552 | 7.368659 | 5.809985 | 7,949 | 7,949 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 1 | 0 | 94,243.453937 | 8,603.789905 | 10,953.714 | 16.5 | 13.7 | 4,223,116.205969 | 50,801.784877 | 0.000648 | 0.001522 | 9.507557 | 9.761481 | 4.108825 | 5.652656 |
2,012 | DEU | DOM | 249,741,132.460595 | 0.039092 | 2.616999 | 7,949 | 7,949 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 1 | 0 | 94,243.453937 | 8,603.789905 | 10,953.714 | 16.5 | 13.7 | 4,223,116.205969 | 50,801.784877 | 0.000648 | 0.001522 | 9.507557 | 9.761481 | 4.108825 | 5.652656 |
2,013 | DEU | DOM | 281,502,426.27369 | 12.717686 | 6.580997 | 7,949 | 7,949 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 1 | 0 | 94,243.453937 | 8,603.789905 | 10,953.714 | 16.5 | 13.7 | 4,223,116.205969 | 50,801.784877 | 0.000648 | 0.001522 | 9.507557 | 9.761481 | 4.108825 | 5.652656 |
2,014 | DEU | DOM | 259,608,329.24955 | -7.777587 | 1.313215 | 7,949 | 7,949 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 1 | 0 | 94,243.453937 | 8,603.789905 | 10,953.714 | 16.5 | 13.7 | 4,223,116.205969 | 50,801.784877 | 0.000648 | 0.001522 | 9.507557 | 9.761481 | 4.108825 | 5.652656 |
2,015 | DEU | DOM | 275,594,450.613959 | 6.157784 | 3.338019 | 7,949 | 7,949 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 1 | 0 | 94,243.453937 | 8,603.789905 | 10,953.714 | 16.5 | 13.7 | 4,223,116.205969 | 50,801.784877 | 0.000648 | 0.001522 | 9.507557 | 9.761481 | 4.108825 | 5.652656 |
2,016 | DEU | DOM | 284,021,933.243036 | 3.057929 | 0.297455 | 7,949 | 7,949 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 1 | 0 | 94,243.453937 | 8,603.789905 | 10,953.714 | 16.5 | 13.7 | 4,223,116.205969 | 50,801.784877 | 0.000648 | 0.001522 | 9.507557 | 9.761481 | 4.108825 | 5.652656 |
2,017 | DEU | DOM | 292,963,167.570829 | 3.148079 | 4.111363 | 7,949 | 7,949 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 1 | 0 | 94,243.453937 | 8,603.789905 | 10,953.714 | 16.5 | 13.7 | 4,223,116.205969 | 50,801.784877 | 0.000648 | 0.001522 | 9.507557 | 9.761481 | 4.108825 | 5.652656 |
2,018 | DEU | DOM | 369,457,114.311359 | 26.110431 | 10.263351 | 7,949 | 7,949 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 1 | 0 | 94,243.453937 | 8,603.789905 | 10,953.714 | 16.5 | 13.7 | 4,223,116.205969 | 50,801.784877 | 0.000648 | 0.001522 | 9.507557 | 9.761481 | 4.108825 | 5.652656 |
2,019 | DEU | DOM | 336,281,728.008394 | -8.979496 | 5.791424 | 7,949 | 7,949 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 1 | 0 | 94,243.453937 | 8,603.789905 | 10,953.714 | 16.5 | 13.7 | 4,223,116.205969 | 50,801.784877 | 0.000648 | 0.001522 | 9.507557 | 9.761481 | 4.108825 | 5.652656 |
2,020 | DEU | DOM | 411,921,772.234532 | 22.493058 | 12.02989 | 7,949 | 7,949 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 1 | 0 | 94,243.453937 | 8,603.789905 | 10,953.714 | 16.5 | 13.7 | 4,223,116.205969 | 50,801.784877 | 0.000648 | 0.001522 | 9.507557 | 9.761481 | 4.108825 | 5.652656 |
2,021 | DEU | DOM | 379,198,992.266707 | -7.943931 | 0.871322 | 7,949 | 7,949 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 1 | 0 | 94,243.453937 | 8,603.789905 | 10,953.714 | 16.5 | 13.7 | 4,223,116.205969 | 50,801.784877 | 0.000648 | 0.001522 | 9.507557 | 9.761481 | 4.108825 | 5.652656 |
2,022 | DEU | DOM | 425,388,138.771515 | 12.180714 | 8.15021 | 7,949 | 7,949 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 1 | 0 | 94,243.453937 | 8,603.789905 | 10,953.714 | 16.5 | 13.7 | 4,223,116.205969 | 50,801.784877 | 0.000648 | 0.001522 | 9.507557 | 9.761481 | 4.108825 | 5.652656 |
2,023 | DEU | DOM | 456,386,480.610989 | 7.287072 | 3.475931 | 7,949 | 7,949 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 1 | 0 | 94,243.453937 | 8,603.789905 | 10,953.714 | 16.5 | 13.7 | 4,223,116.205969 | 50,801.784877 | 0.000648 | 0.001522 | 9.507557 | 9.761481 | 4.108825 | 5.652656 |
2,024 | DEU | DOM | 483,687,225.305462 | 5.981935 | 8.45073 | 7,949 | 7,949 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 | 1 | 0 | 94,243.453937 | 8,603.789905 | 10,953.714 | 16.5 | 13.7 | 4,223,116.205969 | 50,801.784877 | 0.000648 | 0.001522 | 9.507557 | 9.761481 | 4.108825 | 5.652656 |
1,995 | DEU | DZA | 591,784,561.884336 | null | null | 1,932 | 1,932 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 167,983.141738 | 3,765.034541 | 44,616.627 | 18 | 11.3 | 4,223,116.205969 | 50,801.784877 | 0.00397 | 0.004218 | 23.601805 | 24.141551 | 7.62602 | 16.515531 |
1,996 | DEU | DZA | 474,450,468.605287 | -19.827164 | null | 1,932 | 1,932 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 167,983.141738 | 3,765.034541 | 44,616.627 | 18 | 11.3 | 4,223,116.205969 | 50,801.784877 | 0.00397 | 0.004218 | 23.601805 | 24.141551 | 7.62602 | 16.515531 |
1,997 | DEU | DZA | 393,364,624.74562 | -17.090476 | null | 1,932 | 1,932 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 167,983.141738 | 3,765.034541 | 44,616.627 | 18 | 11.3 | 4,223,116.205969 | 50,801.784877 | 0.00397 | 0.004218 | 23.601805 | 24.141551 | 7.62602 | 16.515531 |
1,998 | DEU | DZA | 595,131,000.562931 | 51.292456 | 0.18814 | 1,932 | 1,932 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 167,983.141738 | 3,765.034541 | 44,616.627 | 18 | 11.3 | 4,223,116.205969 | 50,801.784877 | 0.00397 | 0.004218 | 23.601805 | 24.141551 | 7.62602 | 16.515531 |
1,999 | DEU | DZA | 617,098,476.059434 | 3.6912 | 9.157739 | 1,932 | 1,932 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 167,983.141738 | 3,765.034541 | 44,616.627 | 18 | 11.3 | 4,223,116.205969 | 50,801.784877 | 0.00397 | 0.004218 | 23.601805 | 24.141551 | 7.62602 | 16.515531 |
2,000 | DEU | DZA | 626,830,079.472134 | 1.576994 | 16.802331 | 1,932 | 1,932 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 167,983.141738 | 3,765.034541 | 44,616.627 | 18 | 11.3 | 4,223,116.205969 | 50,801.784877 | 0.00397 | 0.004218 | 23.601805 | 24.141551 | 7.62602 | 16.515531 |
2,001 | DEU | DZA | 758,982,784.64028 | 21.0827 | 8.44423 | 1,932 | 1,932 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 167,983.141738 | 3,765.034541 | 44,616.627 | 18 | 11.3 | 4,223,116.205969 | 50,801.784877 | 0.00397 | 0.004218 | 23.601805 | 24.141551 | 7.62602 | 16.515531 |
2,002 | DEU | DZA | 850,812,396.969901 | 12.099038 | 11.299474 | 1,932 | 1,932 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 167,983.141738 | 3,765.034541 | 44,616.627 | 18 | 11.3 | 4,223,116.205969 | 50,801.784877 | 0.00397 | 0.004218 | 23.601805 | 24.141551 | 7.62602 | 16.515531 |
2,003 | DEU | DZA | 816,139,976.9598 | -4.075213 | 9.19555 | 1,932 | 1,932 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 167,983.141738 | 3,765.034541 | 44,616.627 | 18 | 11.3 | 4,223,116.205969 | 50,801.784877 | 0.00397 | 0.004218 | 23.601805 | 24.141551 | 7.62602 | 16.515531 |
2,004 | DEU | DZA | 1,227,535,314.035114 | 50.407448 | 17.38178 | 1,932 | 1,932 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 167,983.141738 | 3,765.034541 | 44,616.627 | 18 | 11.3 | 4,223,116.205969 | 50,801.784877 | 0.00397 | 0.004218 | 23.601805 | 24.141551 | 7.62602 | 16.515531 |
2,005 | DEU | DZA | 1,310,536,065.092514 | 6.761577 | 15.488407 | 1,932 | 1,932 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 167,983.141738 | 3,765.034541 | 44,616.627 | 18 | 11.3 | 4,223,116.205969 | 50,801.784877 | 0.00397 | 0.004218 | 23.601805 | 24.141551 | 7.62602 | 16.515531 |
2,006 | DEU | DZA | 1,395,070,251.601764 | 6.450352 | 19.566764 | 1,932 | 1,932 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 167,983.141738 | 3,765.034541 | 44,616.627 | 18 | 11.3 | 4,223,116.205969 | 50,801.784877 | 0.00397 | 0.004218 | 23.601805 | 24.141551 | 7.62602 | 16.515531 |
2,007 | DEU | DZA | 1,693,523,718.546196 | 21.393436 | 11.323221 | 1,932 | 1,932 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 167,983.141738 | 3,765.034541 | 44,616.627 | 18 | 11.3 | 4,223,116.205969 | 50,801.784877 | 0.00397 | 0.004218 | 23.601805 | 24.141551 | 7.62602 | 16.515531 |
2,008 | DEU | DZA | 2,275,697,819.526925 | 34.376495 | 20.195591 | 1,932 | 1,932 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 167,983.141738 | 3,765.034541 | 44,616.627 | 18 | 11.3 | 4,223,116.205969 | 50,801.784877 | 0.00397 | 0.004218 | 23.601805 | 24.141551 | 7.62602 | 16.515531 |
2,009 | DEU | DZA | 2,432,448,961.359413 | 6.888047 | 20.360104 | 1,932 | 1,932 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 167,983.141738 | 3,765.034541 | 44,616.627 | 18 | 11.3 | 4,223,116.205969 | 50,801.784877 | 0.00397 | 0.004218 | 23.601805 | 24.141551 | 7.62602 | 16.515531 |
2,010 | DEU | DZA | 2,072,071,472.812676 | -14.815418 | 6.955835 | 1,932 | 1,932 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 167,983.141738 | 3,765.034541 | 44,616.627 | 18 | 11.3 | 4,223,116.205969 | 50,801.784877 | 0.00397 | 0.004218 | 23.601805 | 24.141551 | 7.62602 | 16.515531 |
2,011 | DEU | DZA | 2,305,071,056.047999 | 11.244766 | 0.428407 | 1,932 | 1,932 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 167,983.141738 | 3,765.034541 | 44,616.627 | 18 | 11.3 | 4,223,116.205969 | 50,801.784877 | 0.00397 | 0.004218 | 23.601805 | 24.141551 | 7.62602 | 16.515531 |
2,012 | DEU | DZA | 2,464,482,114.013907 | 6.915668 | 0.437057 | 1,932 | 1,932 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 167,983.141738 | 3,765.034541 | 44,616.627 | 18 | 11.3 | 4,223,116.205969 | 50,801.784877 | 0.00397 | 0.004218 | 23.601805 | 24.141551 | 7.62602 | 16.515531 |
2,013 | DEU | DZA | 2,767,712,504.708211 | 12.304021 | 10.129943 | 1,932 | 1,932 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 167,983.141738 | 3,765.034541 | 44,616.627 | 18 | 11.3 | 4,223,116.205969 | 50,801.784877 | 0.00397 | 0.004218 | 23.601805 | 24.141551 | 7.62602 | 16.515531 |
2,014 | DEU | DZA | 3,584,666,028.919066 | 29.517283 | 15.856782 | 1,932 | 1,932 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 167,983.141738 | 3,765.034541 | 44,616.627 | 18 | 11.3 | 4,223,116.205969 | 50,801.784877 | 0.00397 | 0.004218 | 23.601805 | 24.141551 | 7.62602 | 16.515531 |
2,015 | DEU | DZA | 2,980,378,656.557932 | -16.857564 | 6.540629 | 1,932 | 1,932 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 167,983.141738 | 3,765.034541 | 44,616.627 | 18 | 11.3 | 4,223,116.205969 | 50,801.784877 | 0.00397 | 0.004218 | 23.601805 | 24.141551 | 7.62602 | 16.515531 |
2,016 | DEU | DZA | 3,310,553,645.373507 | 11.07829 | 6.151602 | 1,932 | 1,932 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 167,983.141738 | 3,765.034541 | 44,616.627 | 18 | 11.3 | 4,223,116.205969 | 50,801.784877 | 0.00397 | 0.004218 | 23.601805 | 24.141551 | 7.62602 | 16.515531 |
2,017 | DEU | DZA | 3,459,147,505.3581 | 4.48849 | -1.181075 | 1,932 | 1,932 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 167,983.141738 | 3,765.034541 | 44,616.627 | 18 | 11.3 | 4,223,116.205969 | 50,801.784877 | 0.00397 | 0.004218 | 23.601805 | 24.141551 | 7.62602 | 16.515531 |
2,018 | DEU | DZA | 2,851,488,611.579795 | -17.566724 | -1.462834 | 1,932 | 1,932 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 167,983.141738 | 3,765.034541 | 44,616.627 | 18 | 11.3 | 4,223,116.205969 | 50,801.784877 | 0.00397 | 0.004218 | 23.601805 | 24.141551 | 7.62602 | 16.515531 |
2,019 | DEU | DZA | 2,584,032,985.27852 | -9.379509 | -7.926962 | 1,932 | 1,932 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 167,983.141738 | 3,765.034541 | 44,616.627 | 18 | 11.3 | 4,223,116.205969 | 50,801.784877 | 0.00397 | 0.004218 | 23.601805 | 24.141551 | 7.62602 | 16.515531 |
2,020 | DEU | DZA | 2,487,096,888.910462 | -3.751349 | -10.413781 | 1,932 | 1,932 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 167,983.141738 | 3,765.034541 | 44,616.627 | 18 | 11.3 | 4,223,116.205969 | 50,801.784877 | 0.00397 | 0.004218 | 23.601805 | 24.141551 | 7.62602 | 16.515531 |
2,021 | DEU | DZA | 2,253,077,664.251036 | -9.409333 | -7.551151 | 1,932 | 1,932 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 167,983.141738 | 3,765.034541 | 44,616.627 | 18 | 11.3 | 4,223,116.205969 | 50,801.784877 | 0.00397 | 0.004218 | 23.601805 | 24.141551 | 7.62602 | 16.515531 |
2,022 | DEU | DZA | 1,979,863,629.687604 | -12.126259 | -8.494807 | 1,932 | 1,932 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 167,983.141738 | 3,765.034541 | 44,616.627 | 18 | 11.3 | 4,223,116.205969 | 50,801.784877 | 0.00397 | 0.004218 | 23.601805 | 24.141551 | 7.62602 | 16.515531 |
2,023 | DEU | DZA | 1,930,254,314.537947 | -2.505694 | -8.101743 | 1,932 | 1,932 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 167,983.141738 | 3,765.034541 | 44,616.627 | 18 | 11.3 | 4,223,116.205969 | 50,801.784877 | 0.00397 | 0.004218 | 23.601805 | 24.141551 | 7.62602 | 16.515531 |
2,024 | DEU | DZA | 2,262,953,742.038544 | 17.236041 | 0.145899 | 1,932 | 1,932 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 167,983.141738 | 3,765.034541 | 44,616.627 | 18 | 11.3 | 4,223,116.205969 | 50,801.784877 | 0.00397 | 0.004218 | 23.601805 | 24.141551 | 7.62602 | 16.515531 |
1,995 | DEU | ECU | 208,850,192.903373 | null | null | 10,423 | 10,160 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 0 | 106,165.866 | 5,934.875496 | 17,888.474 | 48.5 | 33 | 4,223,116.205969 | 50,801.784877 | 0.001151 | 0.001359 | 11.456495 | 11.866494 | 10.770321 | 1.096173 |
1,996 | DEU | ECU | 158,058,405.452451 | -24.319723 | null | 10,423 | 10,160 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 0 | 106,165.866 | 5,934.875496 | 17,888.474 | 48.5 | 33 | 4,223,116.205969 | 50,801.784877 | 0.001151 | 0.001359 | 11.456495 | 11.866494 | 10.770321 | 1.096173 |
1,997 | DEU | ECU | 198,057,573.398202 | 25.306574 | null | 10,423 | 10,160 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 0 | 106,165.866 | 5,934.875496 | 17,888.474 | 48.5 | 33 | 4,223,116.205969 | 50,801.784877 | 0.001151 | 0.001359 | 11.456495 | 11.866494 | 10.770321 | 1.096173 |
1,998 | DEU | ECU | 213,295,056.900367 | 7.693462 | 0.704444 | 10,423 | 10,160 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 0 | 106,165.866 | 5,934.875496 | 17,888.474 | 48.5 | 33 | 4,223,116.205969 | 50,801.784877 | 0.001151 | 0.001359 | 11.456495 | 11.866494 | 10.770321 | 1.096173 |
1,999 | DEU | ECU | 115,012,930.700331 | -46.078014 | -10.055138 | 10,423 | 10,160 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 0 | 106,165.866 | 5,934.875496 | 17,888.474 | 48.5 | 33 | 4,223,116.205969 | 50,801.784877 | 0.001151 | 0.001359 | 11.456495 | 11.866494 | 10.770321 | 1.096173 |
2,000 | DEU | ECU | 116,834,828.393138 | 1.584081 | -16.132514 | 10,423 | 10,160 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 0 | 106,165.866 | 5,934.875496 | 17,888.474 | 48.5 | 33 | 4,223,116.205969 | 50,801.784877 | 0.001151 | 0.001359 | 11.456495 | 11.866494 | 10.770321 | 1.096173 |
2,001 | DEU | ECU | 193,427,939.822035 | 65.556746 | -3.206512 | 10,423 | 10,160 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 0 | 106,165.866 | 5,934.875496 | 17,888.474 | 48.5 | 33 | 4,223,116.205969 | 50,801.784877 | 0.001151 | 0.001359 | 11.456495 | 11.866494 | 10.770321 | 1.096173 |
2,002 | DEU | ECU | 192,655,221.943092 | -0.399486 | 18.762146 | 10,423 | 10,160 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 0 | 106,165.866 | 5,934.875496 | 17,888.474 | 48.5 | 33 | 4,223,116.205969 | 50,801.784877 | 0.001151 | 0.001359 | 11.456495 | 11.866494 | 10.770321 | 1.096173 |
2,003 | DEU | ECU | 179,080,722.651274 | -7.046006 | 15.29899 | 10,423 | 10,160 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 0 | 106,165.866 | 5,934.875496 | 17,888.474 | 48.5 | 33 | 4,223,116.205969 | 50,801.784877 | 0.001151 | 0.001359 | 11.456495 | 11.866494 | 10.770321 | 1.096173 |
2,004 | DEU | ECU | 204,258,345.272737 | 14.059371 | 1.832608 | 10,423 | 10,160 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 0 | 106,165.866 | 5,934.875496 | 17,888.474 | 48.5 | 33 | 4,223,116.205969 | 50,801.784877 | 0.001151 | 0.001359 | 11.456495 | 11.866494 | 10.770321 | 1.096173 |
2,005 | DEU | ECU | 259,257,180.515476 | 26.926114 | 10.403626 | 10,423 | 10,160 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 0 | 106,165.866 | 5,934.875496 | 17,888.474 | 48.5 | 33 | 4,223,116.205969 | 50,801.784877 | 0.001151 | 0.001359 | 11.456495 | 11.866494 | 10.770321 | 1.096173 |
2,006 | DEU | ECU | 256,851,072.312949 | -0.928078 | 12.774484 | 10,423 | 10,160 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 0 | 106,165.866 | 5,934.875496 | 17,888.474 | 48.5 | 33 | 4,223,116.205969 | 50,801.784877 | 0.001151 | 0.001359 | 11.456495 | 11.866494 | 10.770321 | 1.096173 |
2,007 | DEU | ECU | 305,912,397.088306 | 19.101078 | 14.412223 | 10,423 | 10,160 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 0 | 106,165.866 | 5,934.875496 | 17,888.474 | 48.5 | 33 | 4,223,116.205969 | 50,801.784877 | 0.001151 | 0.001359 | 11.456495 | 11.866494 | 10.770321 | 1.096173 |
2,008 | DEU | ECU | 386,139,331.189908 | 26.22546 | 14.201309 | 10,423 | 10,160 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 0 | 106,165.866 | 5,934.875496 | 17,888.474 | 48.5 | 33 | 4,223,116.205969 | 50,801.784877 | 0.001151 | 0.001359 | 11.456495 | 11.866494 | 10.770321 | 1.096173 |
2,009 | DEU | ECU | 372,592,169.197623 | -3.508361 | 13.201135 | 10,423 | 10,160 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 0 | 106,165.866 | 5,934.875496 | 17,888.474 | 48.5 | 33 | 4,223,116.205969 | 50,801.784877 | 0.001151 | 0.001359 | 11.456495 | 11.866494 | 10.770321 | 1.096173 |
2,010 | DEU | ECU | 576,377,394.200247 | 54.69391 | 23.510332 | 10,423 | 10,160 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 0 | 106,165.866 | 5,934.875496 | 17,888.474 | 48.5 | 33 | 4,223,116.205969 | 50,801.784877 | 0.001151 | 0.001359 | 11.456495 | 11.866494 | 10.770321 | 1.096173 |
2,011 | DEU | ECU | 612,027,137.043901 | 6.185139 | 16.593824 | 10,423 | 10,160 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 0 | 106,165.866 | 5,934.875496 | 17,888.474 | 48.5 | 33 | 4,223,116.205969 | 50,801.784877 | 0.001151 | 0.001359 | 11.456495 | 11.866494 | 10.770321 | 1.096173 |
2,012 | DEU | ECU | 613,093,712.582639 | 0.174269 | 18.058623 | 10,423 | 10,160 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 0 | 106,165.866 | 5,934.875496 | 17,888.474 | 48.5 | 33 | 4,223,116.205969 | 50,801.784877 | 0.001151 | 0.001359 | 11.456495 | 11.866494 | 10.770321 | 1.096173 |
2,013 | DEU | ECU | 596,854,940.024919 | -2.648661 | 1.170513 | 10,423 | 10,160 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 0 | 106,165.866 | 5,934.875496 | 17,888.474 | 48.5 | 33 | 4,223,116.205969 | 50,801.784877 | 0.001151 | 0.001359 | 11.456495 | 11.866494 | 10.770321 | 1.096173 |
2,014 | DEU | ECU | 587,381,696.297079 | -1.587194 | -1.360716 | 10,423 | 10,160 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 0 | 106,165.866 | 5,934.875496 | 17,888.474 | 48.5 | 33 | 4,223,116.205969 | 50,801.784877 | 0.001151 | 0.001359 | 11.456495 | 11.866494 | 10.770321 | 1.096173 |
2,015 | DEU | ECU | 500,804,041.633755 | -14.73959 | -6.521087 | 10,423 | 10,160 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 0 | 106,165.866 | 5,934.875496 | 17,888.474 | 48.5 | 33 | 4,223,116.205969 | 50,801.784877 | 0.001151 | 0.001359 | 11.456495 | 11.866494 | 10.770321 | 1.096173 |
2,016 | DEU | ECU | 431,639,252.103219 | -13.810749 | -10.239752 | 10,423 | 10,160 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 0 | 106,165.866 | 5,934.875496 | 17,888.474 | 48.5 | 33 | 4,223,116.205969 | 50,801.784877 | 0.001151 | 0.001359 | 11.456495 | 11.866494 | 10.770321 | 1.096173 |
2,017 | DEU | ECU | 517,281,537.164251 | 19.841172 | -4.147777 | 10,423 | 10,160 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 0 | 106,165.866 | 5,934.875496 | 17,888.474 | 48.5 | 33 | 4,223,116.205969 | 50,801.784877 | 0.001151 | 0.001359 | 11.456495 | 11.866494 | 10.770321 | 1.096173 |
2,018 | DEU | ECU | 584,474,628.21548 | 12.989656 | 5.284865 | 10,423 | 10,160 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 0 | 106,165.866 | 5,934.875496 | 17,888.474 | 48.5 | 33 | 4,223,116.205969 | 50,801.784877 | 0.001151 | 0.001359 | 11.456495 | 11.866494 | 10.770321 | 1.096173 |
2,019 | DEU | ECU | 519,504,153.896683 | -11.116047 | 6.370867 | 10,423 | 10,160 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 0 | 106,165.866 | 5,934.875496 | 17,888.474 | 48.5 | 33 | 4,223,116.205969 | 50,801.784877 | 0.001151 | 0.001359 | 11.456495 | 11.866494 | 10.770321 | 1.096173 |
2,020 | DEU | ECU | 477,823,003.017718 | -8.023257 | -2.610226 | 10,423 | 10,160 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 0 | 106,165.866 | 5,934.875496 | 17,888.474 | 48.5 | 33 | 4,223,116.205969 | 50,801.784877 | 0.001151 | 0.001359 | 11.456495 | 11.866494 | 10.770321 | 1.096173 |
2,021 | DEU | ECU | 618,541,289.404263 | 29.449877 | 1.906295 | 10,423 | 10,160 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 0 | 106,165.866 | 5,934.875496 | 17,888.474 | 48.5 | 33 | 4,223,116.205969 | 50,801.784877 | 0.001151 | 0.001359 | 11.456495 | 11.866494 | 10.770321 | 1.096173 |
2,022 | DEU | ECU | 628,580,598.388971 | 1.623062 | 6.559126 | 10,423 | 10,160 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 0 | 106,165.866 | 5,934.875496 | 17,888.474 | 48.5 | 33 | 4,223,116.205969 | 50,801.784877 | 0.001151 | 0.001359 | 11.456495 | 11.866494 | 10.770321 | 1.096173 |
2,023 | DEU | ECU | 613,817,102.599426 | -2.348704 | 8.70695 | 10,423 | 10,160 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 0 | 106,165.866 | 5,934.875496 | 17,888.474 | 48.5 | 33 | 4,223,116.205969 | 50,801.784877 | 0.001151 | 0.001359 | 11.456495 | 11.866494 | 10.770321 | 1.096173 |
2,024 | DEU | ECU | 569,274,241.099698 | -7.256699 | -2.728799 | 10,423 | 10,160 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 1 | 1 | 1 | 0 | 106,165.866 | 5,934.875496 | 17,888.474 | 48.5 | 33 | 4,223,116.205969 | 50,801.784877 | 0.001151 | 0.001359 | 11.456495 | 11.866494 | 10.770321 | 1.096173 |
1,995 | DEU | EGY | 1,426,731,684.279059 | null | null | 2,892 | 2,892 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 404,142.766093 | 3,876.359705 | 104,258.324 | 12.5 | 20.3 | 4,223,116.205969 | 50,801.784877 | 0.006116 | 0.005697 | 31.796604 | 33.616894 | 6.670717 | 26.946176 |
1,996 | DEU | EGY | 1,494,439,402.127451 | 4.745652 | null | 2,892 | 2,892 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 404,142.766093 | 3,876.359705 | 104,258.324 | 12.5 | 20.3 | 4,223,116.205969 | 50,801.784877 | 0.006116 | 0.005697 | 31.796604 | 33.616894 | 6.670717 | 26.946176 |
1,997 | DEU | EGY | 1,728,066,595.498781 | 15.633099 | null | 2,892 | 2,892 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 404,142.766093 | 3,876.359705 | 104,258.324 | 12.5 | 20.3 | 4,223,116.205969 | 50,801.784877 | 0.006116 | 0.005697 | 31.796604 | 33.616894 | 6.670717 | 26.946176 |
1,998 | DEU | EGY | 1,799,538,650.307757 | 4.135955 | 8.045402 | 2,892 | 2,892 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 404,142.766093 | 3,876.359705 | 104,258.324 | 12.5 | 20.3 | 4,223,116.205969 | 50,801.784877 | 0.006116 | 0.005697 | 31.796604 | 33.616894 | 6.670717 | 26.946176 |
1,999 | DEU | EGY | 1,876,468,065.415701 | 4.274952 | 7.883317 | 2,892 | 2,892 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 404,142.766093 | 3,876.359705 | 104,258.324 | 12.5 | 20.3 | 4,223,116.205969 | 50,801.784877 | 0.006116 | 0.005697 | 31.796604 | 33.616894 | 6.670717 | 26.946176 |
2,000 | DEU | EGY | 1,446,945,487.480398 | -22.889949 | -5.746555 | 2,892 | 2,892 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 404,142.766093 | 3,876.359705 | 104,258.324 | 12.5 | 20.3 | 4,223,116.205969 | 50,801.784877 | 0.006116 | 0.005697 | 31.796604 | 33.616894 | 6.670717 | 26.946176 |
2,001 | DEU | EGY | 1,226,291,230.535781 | -15.249659 | -12.001052 | 2,892 | 2,892 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 404,142.766093 | 3,876.359705 | 104,258.324 | 12.5 | 20.3 | 4,223,116.205969 | 50,801.784877 | 0.006116 | 0.005697 | 31.796604 | 33.616894 | 6.670717 | 26.946176 |
2,002 | DEU | EGY | 1,191,145,680.637741 | -2.866004 | -14.057516 | 2,892 | 2,892 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 404,142.766093 | 3,876.359705 | 104,258.324 | 12.5 | 20.3 | 4,223,116.205969 | 50,801.784877 | 0.006116 | 0.005697 | 31.796604 | 33.616894 | 6.670717 | 26.946176 |
2,003 | DEU | EGY | 1,251,758,952.644593 | 5.088653 | -4.715371 | 2,892 | 2,892 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 404,142.766093 | 3,876.359705 | 104,258.324 | 12.5 | 20.3 | 4,223,116.205969 | 50,801.784877 | 0.006116 | 0.005697 | 31.796604 | 33.616894 | 6.670717 | 26.946176 |
2,004 | DEU | EGY | 1,478,127,562.557965 | 18.084042 | 6.423964 | 2,892 | 2,892 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 404,142.766093 | 3,876.359705 | 104,258.324 | 12.5 | 20.3 | 4,223,116.205969 | 50,801.784877 | 0.006116 | 0.005697 | 31.796604 | 33.616894 | 6.670717 | 26.946176 |
2,005 | DEU | EGY | 1,763,713,606.493217 | 19.320798 | 13.978008 | 2,892 | 2,892 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 404,142.766093 | 3,876.359705 | 104,258.324 | 12.5 | 20.3 | 4,223,116.205969 | 50,801.784877 | 0.006116 | 0.005697 | 31.796604 | 33.616894 | 6.670717 | 26.946176 |
2,006 | DEU | EGY | 1,983,876,545.832584 | 12.482919 | 16.590898 | 2,892 | 2,892 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 404,142.766093 | 3,876.359705 | 104,258.324 | 12.5 | 20.3 | 4,223,116.205969 | 50,801.784877 | 0.006116 | 0.005697 | 31.796604 | 33.616894 | 6.670717 | 26.946176 |
2,007 | DEU | EGY | 2,581,860,598.188562 | 30.142201 | 20.431554 | 2,892 | 2,892 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 404,142.766093 | 3,876.359705 | 104,258.324 | 12.5 | 20.3 | 4,223,116.205969 | 50,801.784877 | 0.006116 | 0.005697 | 31.796604 | 33.616894 | 6.670717 | 26.946176 |
2,008 | DEU | EGY | 3,836,501,493.227131 | 48.594448 | 29.569396 | 2,892 | 2,892 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 404,142.766093 | 3,876.359705 | 104,258.324 | 12.5 | 20.3 | 4,223,116.205969 | 50,801.784877 | 0.006116 | 0.005697 | 31.796604 | 33.616894 | 6.670717 | 26.946176 |
2,009 | DEU | EGY | 3,765,422,455.34004 | -1.852705 | 23.813031 | 2,892 | 2,892 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 404,142.766093 | 3,876.359705 | 104,258.324 | 12.5 | 20.3 | 4,223,116.205969 | 50,801.784877 | 0.006116 | 0.005697 | 31.796604 | 33.616894 | 6.670717 | 26.946176 |
2,010 | DEU | EGY | 4,010,750,062.174809 | 6.515274 | 15.814856 | 2,892 | 2,892 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 404,142.766093 | 3,876.359705 | 104,258.324 | 12.5 | 20.3 | 4,223,116.205969 | 50,801.784877 | 0.006116 | 0.005697 | 31.796604 | 33.616894 | 6.670717 | 26.946176 |
Global Import-Export Route Profile (1995-2024)
Dataset coverage and release
- Coverage: 1995-2024 annual observations where available
- Release version: 1.0.0
- Stable repository identifier:
yugalinks/import-export-route-profile-v1 - Data format: Parquet
- Zenodo archive: 10.5281/zenodo.22886872
License and use
Provider terms apply. Yugalinks prepares these files for analysis but does not relicense the underlying OECD observations or any CEPII reference fields. Retain source attribution and review the applicable provider terms before redistribution or commercial use.
About Yugalinks
Yugalinks turns published international import-export data into practical, reusable datasets and tools. We organize complex country, product, market, and corridor information so MSMEs, researchers, developers, and analysts can understand international commerce and use the data in real-world applications.
Our goal is to simplify international commerce and import-export analysis by making difficult-to-use data easier to explore, analyze, and apply. The underlying observations come from published sources; Yugalinks prepares them for clearer analysis while preserving source attribution and provider terms.
Learn more at yugalinks.com and browse the Yugalinks dataset collection.
Dataset description
A route profile with country-pair, product, and context indicators.
What it helps answer
- Start research on a specific exporter-importer relationship.
- Which countries, products, markets, or routes are most relevant?
- How do the available observations change across years?
How to read it
Each row represents the dataset topic at its published level of detail. Country codes use ISO3 notation, and product codes use the relevant HS level where applicable. A missing value means that the corresponding observation was not available in the published coverage.
At a glance
| Item | Value |
|---|---|
| Records | 829,299 |
| Format | Parquet |
| Coverage | 1995-2024 annual observations where available |
| Primary source | OECD BIMTS HS2017-6D |
| Pair context | CEPII attributes where documented in the columns |
Construction and provenance
The reported country, product, year, quantity, and value observations are based primarily on the OECD Balanced International Merchandise Trade Statistics (BIMTS) HS2017-6D release. Some datasets include country-pair context such as distance, borders, or language relationships from CEPII reference data where documented.
Yugalinks organizes the observations into country, product, market, route, price, and risk views. Derived indicators support comparison and investigation; they are not guaranteed forecasts or recommendations.
File
data.parquet— the complete dataset for this topic.
Python example
import pandas as pd
frame = pd.read_parquet("data.parquet")
print(frame.shape)
print(frame.head())
Attribution
Please retain OECD and CEPII attribution when redistributing information from those sources, and check the applicable provider terms before commercial redistribution.
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