Supply chain tracking data, LPI 2023
The new supply chain tracking indicators are published as part of the “Connecting to Compete 2023” report. Based on big datasets, they measure the speed of trade around the world. These indicators are derived from millions of actual international movements of containers, air cargo, and parcel shipments via postal services. The World Bank is grateful to the data partners mentioned below for making this information possible.
The new indicators focus on aspects of logistics and supply chains performance that are important from an international trade perspective: dwell time (delays experienced at the same place, such as at ports, airports, and inland facilities), connectivity information (such as the number of international connections at the origin for a given destination), and trade corridor lead time (time differences between tracked transport events at different locations). These indicators do not enter into the composition of the main LPI indicator.
The indicators are grouped in six tabs:
- Container shipping indicators, based on ship tracking data from Marine Traffic, MDS Transmodal
- Aviation logistics, based on tracking data from Cargo iQ (supported by the International Air Transport Association
- Postal indicators, covering parcels and express logistics, based on tracking data from the Universal Postal Union.
- Import delays for containers at ports or multimodal facilities, based on container tracking data from TradeLens (supported by major shipping lines)
- Export delays for containers at ports or multimodal facilities, based on container tracking data from TradeLens
- LLDCs: Data specific to landlocked developing countries (LLDCs), based on tracking data from TradeLens
The indicators in each tab are available in a table and by hovering over the countries in blue on the map. The definition of each indicator is in the glossary section. For more information on data sources, indicator definitions, and the methodology please consult the Working Paper on the methodology for the new LPI KPI section as well as the main text and Appendix 4 of the “Connecting to Compete 2023” report. For questions, please email us at lpi@worldbank.org.
AROUND THE WORLD
Data Table
| Economy | Number of observations (Export) | Consolidated dwell time (in days), Mean (Export) | Consolidated dwell time (in days), Median (Export) | Consolidated dwell time P25 (Export) | Consolidated dwell time P75 (Export) | Port dwell time Mean (Export) | Port dwell time Median (Export) | Port dwell time P25 (Export) | Port dwell time P75 (Export) |
|---|---|---|---|---|---|---|---|---|---|
| Albania | 82 | 6.9 | 5.4 | 3.5 | 9.1 | 6.9 | 5.4 | 3.5 | 9.1 |
| Algeria | 418 | 3.4 | 0.7 | 0.4 | 1.9 | 3.4 | 0.7 | 0.4 | 1.9 |
| Angola | 24 | 10.9 | 7.0 | 3.9 | 15.4 | 10.9 | 7.0 | 3.9 | 15.4 |
| Argentina | 8,804 | 7.4 | 6.7 | 4.7 | 9.1 | 7.4 | 6.7 | 4.7 | 9.1 |
| Aruba | 9 | 6.6 | 6.3 | 2.2 | 8.5 | 6.6 | 6.3 | 2.2 | 8.5 |
| Australia | 16,744 | 5.3 | 4.6 | 3.5 | 6.2 | 5.3 | 4.6 | 3.5 | 6.2 |
| Austria | 164 | 13.4 | 10.6 | 7.2 | 16.4 | 9.3 | 6.9 | 4.0 | 10.7 |
| Bahamas, The | 25 | 10.5 | 9.4 | 3.7 | 11.9 | 10.5 | 9.4 | 3.7 | 11.9 |
| Bahrain | 335 | 4.8 | 3.8 | 2.8 | 6.3 | 4.8 | 3.8 | 2.8 | 6.3 |
| Bangladesh | 17,272 | 1.7 | 1.0 | 0.5 | 2.0 | 1.6 | 0.9 | 0.5 | 1.8 |
| Belgium | 26,348 | 7.7 | 6.3 | 4.0 | 9.6 | 7.3 | 6.0 | 3.9 | 9.0 |
| Benin | 491 | 16.2 | 13.8 | 9.8 | 20.2 | 16.2 | 13.8 | 9.8 | 20.2 |
| Brazil | 44,165 | 9.6 | 7.7 | 5.4 | 11.8 | 9.5 | 7.7 | 5.4 | 11.7 |
| Brunei Darussalam | 45 | 1.5 | 0.9 | 0.6 | 2.2 | 1.5 | 0.9 | 0.6 | 2.2 |
| Bulgaria | 1,508 | 8.4 | 7.7 | 5.9 | 10.1 | 8.0 | 7.3 | 5.7 | 9.7 |
| Burkina Faso | 3 | 14.2 | 15.3 | 8.6 | 20.4 | 12.9 | 13.3 | 6.6 | 19.4 |
| Cabo Verde | 80 | 18.2 | 14.3 | 6.4 | 25.5 | 18.2 | 14.3 | 6.4 | 25.5 |
| Cambodia | 10,461 | 2.4 | 1.4 | 1.0 | 3.0 | 2.4 | 1.4 | 1.0 | 3.0 |
| Cameroon | 1,301 | 6.7 | 5.4 | 3.6 | 8.2 | 6.7 | 5.4 | 3.6 | 8.2 |
| Canada | 7,550 | 5.7 | 5.1 | 2.3 | 7.3 | 4.8 | 4.7 | 0.0 | 6.8 |
| Chile | 13,309 | 4.7 | 4.2 | 2.9 | 5.8 | 4.7 | 4.2 | 2.9 | 5.8 |
| China | 790,942 | 5.2 | 4.5 | 3.1 | 6.4 | 4.9 | 4.3 | 2.9 | 6.2 |
| Colombia | 7,529 | 6.3 | 5.0 | 3.2 | 7.8 | 6.2 | 5.0 | 3.1 | 7.7 |
| Congo, Dem. Rep. | 34 | 21.4 | 13.2 | 8.2 | 22.8 | 19.6 | 12.4 | 7.5 | 21.9 |
| Congo, Rep. | 269 | 8.5 | 7.6 | 6.1 | 9.9 | 8.5 | 7.5 | 5.9 | 9.8 |
| Costa Rica | 6,046 | 2.8 | 2.1 | 1.3 | 3.5 | 2.6 | 1.9 | 1.3 | 3.2 |
| Côte d’Ivoire | 2,643 | 6.4 | 5.7 | 4.0 | 7.6 | 6.2 | 5.6 | 3.9 | 7.4 |
| Croatia | 799 | 8.8 | 8.5 | 6.2 | 10.7 | 8.8 | 8.5 | 6.2 | 10.7 |
| Cuba | 3 | 8.9 | 8.7 | 6.9 | 10.8 | 8.9 | 8.7 | 6.9 | 10.8 |
| Curaçao | 8 | 14.0 | 12.8 | 6.5 | 21.2 | 14.0 | 12.8 | 6.5 | 21.2 |
| Cyprus | 832 | 1.8 | 1.4 | 1.1 | 2.1 | 1.8 | 1.4 | 1.1 | 2.1 |
| Czech Republic | 3,222 | 13.8 | 12.5 | 9.5 | 16.9 | 7.6 | 6.7 | 4.2 | 9.7 |
| Denmark | 12,644 | 8.1 | 7.5 | 4.8 | 9.7 | 8.1 | 7.5 | 4.7 | 9.6 |
| Djibouti | 2,434 | 5.3 | 4.5 | 2.3 | 6.6 | 5.3 | 4.4 | 2.3 | 6.6 |
| Dominican Republic | 1,326 | 9.4 | 8.1 | 4.8 | 11.8 | 9.3 | 8.0 | 4.8 | 11.7 |
| Ecuador | 8,951 | 3.7 | 3.1 | 2.3 | 4.5 | 3.6 | 3.1 | 2.3 | 4.4 |
| Egypt, Arab Rep. | 18,712 | 5.6 | 4.9 | 3.4 | 6.7 | 5.5 | 4.8 | 3.4 | 6.6 |
| El Salvador | 544 | 10.0 | 8.6 | 5.9 | 13.2 | 10.0 | 8.6 | 5.9 | 13.2 |
| Equatorial Guinea | 73 | 12.9 | 11.0 | 6.4 | 14.8 | 12.9 | 11.0 | 6.4 | 14.8 |
| Estonia | 49 | 6.2 | 5.3 | 4.3 | 8.3 | 5.7 | 5.3 | 4.3 | 8.3 |
| Ethiopia | 18 | 11.6 | 14.0 | 9.2 | 15.3 | 6.4 | 4.7 | 3.4 | 7.9 |
| Fiji | 151 | 3.6 | 3.2 | 2.5 | 4.6 | 3.6 | 3.2 | 2.5 | 4.6 |
| Finland | 6,240 | 9.4 | 8.1 | 6.2 | 11.1 | 9.4 | 8.1 | 6.2 | 11.1 |
| France | 14,417 | 9.5 | 8.0 | 4.9 | 12.4 | 9.2 | 7.7 | 4.6 | 12.0 |
| Gabon | 442 | 6.4 | 6.1 | 4.1 | 8.2 | 6.4 | 6.1 | 4.1 | 8.2 |
| Gambia, The | 365 | 7.9 | 3.9 | 2.7 | 11.2 | 7.7 | 3.9 | 2.7 | 10.8 |
| Georgia | 529 | 4.9 | 1.6 | 0.7 | 8.3 | 4.7 | 1.2 | 0.4 | 8.2 |
| Germany | 47,605 | 8.4 | 6.6 | 4.2 | 10.5 | 7.7 | 6.0 | 3.9 | 9.4 |
| Ghana | 1,411 | 5.3 | 4.1 | 3.0 | 5.8 | 4.9 | 3.8 | 2.7 | 5.4 |
| Greece | 4,624 | 4.6 | 3.8 | 2.8 | 5.2 | 4.6 | 3.8 | 2.8 | 5.2 |
| Guadeloupe | 101 | 6.8 | 4.6 | 3.1 | 9.4 | 6.8 | 4.6 | 3.1 | 9.4 |
| Guatemala | 5,328 | 4.2 | 3.3 | 1.9 | 5.6 | 4.2 | 3.3 | 1.9 | 5.6 |
| Guinea | 314 | 9.4 | 8.7 | 5.5 | 12.3 | 9.4 | 8.7 | 5.5 | 12.3 |
| Guyana | 250 | 8.6 | 7.3 | 3.6 | 11.6 | 8.6 | 7.3 | 3.6 | 11.6 |
| Haiti | 47 | 11.5 | 10.0 | 3.0 | 15.2 | 11.5 | 10.0 | 3.0 | 15.2 |
| Honduras | 4,268 | 2.8 | 2.0 | 1.6 | 3.1 | 2.7 | 2.0 | 1.6 | 3.1 |
| Hong Kong SAR, China | 5,794 | 5.0 | 4.8 | 3.4 | 6.3 | 5.0 | 4.8 | 3.4 | 6.3 |
| Hungary | 1,746 | 13.5 | 11.5 | 8.3 | 16.2 | 8.8 | 7.6 | 4.7 | 10.3 |
| India | 129,906 | 5.0 | 4.3 | 3.0 | 6.4 | 4.6 | 4.1 | 2.9 | 5.9 |
| Indonesia | 46,046 | 3.5 | 3.3 | 2.2 | 4.6 | 3.5 | 3.3 | 2.2 | 4.6 |
| Iraq | 4 | 6.2 | 6.1 | 4.8 | 7.5 | 6.2 | 6.1 | 4.8 | 7.5 |
| Ireland | 3,263 | 7.6 | 6.7 | 4.9 | 9.4 | 7.6 | 6.7 | 4.9 | 9.3 |
| Israel | 7,059 | 3.3 | 2.5 | 1.9 | 3.4 | 3.2 | 2.5 | 1.9 | 3.4 |
| Italy | 36,798 | 7.4 | 6.2 | 4.4 | 9.1 | 7.0 | 6.0 | 4.1 | 8.5 |
| Jamaica | 22 | 12.8 | 9.9 | 5.2 | 15.7 | 12.8 | 9.9 | 5.2 | 15.7 |
| Japan | 21,019 | 5.2 | 4.5 | 2.4 | 7.1 | 1.0 | 0.4 | 0.3 | 0.6 |
| Jordan | 2,287 | 5.3 | 4.8 | 3.6 | 6.6 | 5.3 | 4.8 | 3.6 | 6.6 |
| Kenya | 7,039 | 5.8 | 5.3 | 2.9 | 7.5 | 5.8 | 5.3 | 2.9 | 7.4 |
| Korea, Rep. | 40,400 | 3.7 | 2.8 | 2.1 | 3.8 | 3.6 | 2.8 | 2.0 | 3.8 |
| Kuwait | 1,329 | 4.9 | 4.5 | 3.0 | 6.5 | 4.9 | 4.5 | 3.0 | 6.5 |
| Latvia | 2,342 | 9.3 | 8.3 | 5.3 | 11.8 | 9.3 | 8.3 | 5.3 | 11.8 |
| Lebanon | 2,386 | 5.5 | 4.4 | 2.9 | 6.6 | 5.5 | 4.4 | 2.9 | 6.6 |
| Liberia | 243 | 9.5 | 8.1 | 5.7 | 10.9 | 9.4 | 8.0 | 5.7 | 10.9 |
| Libya | 28 | 12.7 | 7.5 | 4.5 | 14.9 | 12.7 | 7.5 | 4.5 | 14.9 |
| Lithuania | 1,903 | 9.2 | 8.3 | 5.7 | 11.9 | 9.1 | 8.3 | 5.6 | 11.8 |
| Madagascar | 1,698 | 2.8 | 2.1 | 1.4 | 3.0 | 2.8 | 2.1 | 1.4 | 3.0 |
| Malaysia | 32,484 | 4.4 | 3.6 | 2.4 | 5.5 | 4.4 | 3.6 | 2.4 | 5.5 |
| Maldives | 6 | 1.5 | 1.2 | 1.2 | 1.3 | 1.5 | 1.2 | 1.2 | 1.3 |
| Mali | 14 | 15.0 | 14.0 | 10.8 | 16.8 | 3.6 | 4.0 | 2.8 | 4.4 |
| Malta | 59 | 8.2 | 6.3 | 3.8 | 9.3 | 8.2 | 6.3 | 3.8 | 9.3 |
| Martinique | 139 | 12.9 | 10.4 | 4.4 | 18.6 | 12.9 | 10.4 | 4.4 | 18.6 |
| Mauritania | 388 | 15.0 | 12.8 | 8.1 | 19.8 | 14.9 | 12.7 | 8.0 | 19.8 |
| Mauritius | 1,615 | 3.9 | 3.3 | 2.4 | 4.7 | 3.9 | 3.3 | 2.4 | 4.7 |
| Mexico | 13,672 | 10.4 | 8.8 | 5.8 | 13.1 | 10.2 | 8.7 | 5.7 | 12.9 |
| Morocco | 4,222 | 6.4 | 5.8 | 3.9 | 8.1 | 6.4 | 5.7 | 3.9 | 8.1 |
| Mozambique | 345 | 8.5 | 7.3 | 5.8 | 11.0 | 8.4 | 7.3 | 5.7 | 11.0 |
| Myanmar | 9,036 | 5.6 | 5.1 | 3.6 | 7.0 | 5.6 | 5.1 | 3.6 | 7.0 |
| Namibia | 1,044 | 6.8 | 5.9 | 4.6 | 7.7 | 6.2 | 5.7 | 4.4 | 7.5 |
| Nepal | 5 | 11.5 | 9.3 | 9.2 | 15.7 | 6.9 | 7.1 | 4.5 | 9.1 |
| Netherlands | 35,175 | 6.5 | 5.1 | 3.7 | 7.0 | 5.6 | 4.7 | 3.4 | 6.3 |
| New Zealand | 27,086 | 9.1 | 8.0 | 5.3 | 11.4 | 8.9 | 7.8 | 5.1 | 11.2 |
| Nicaragua | 1,285 | 5.0 | 4.0 | 2.4 | 6.4 | 5.0 | 4.0 | 2.4 | 6.3 |
| Nigeria | 1,128 | 13.6 | 11.2 | 7.7 | 17.4 | 13.1 | 11.0 | 7.3 | 16.8 |
| Norway | 3,161 | 6.9 | 5.4 | 3.5 | 8.8 | 6.9 | 5.4 | 3.5 | 8.8 |
| Oman | 4,111 | 5.1 | 4.6 | 2.9 | 6.9 | 5.1 | 4.6 | 2.9 | 6.9 |
| Pakistan | 17,594 | 5.8 | 5.1 | 3.4 | 7.3 | 5.7 | 5.0 | 3.3 | 7.0 |
| Panama | 4,088 | 7.4 | 5.7 | 3.6 | 9.2 | 7.3 | 5.6 | 3.5 | 9.1 |
| Papua New Guinea | 587 | 3.3 | 2.8 | 2.1 | 4.4 | 3.3 | 2.8 | 2.1 | 4.4 |
| Paraguay | 441 | 10.9 | 9.5 | 6.6 | 12.5 | 10.9 | 9.5 | 6.6 | 12.5 |
| Peru | 12,902 | 3.9 | 3.1 | 2.2 | 4.8 | 3.7 | 2.9 | 2.1 | 4.5 |
| Philippines | 13,153 | 4.7 | 3.3 | 2.1 | 5.9 | 4.6 | 3.2 | 2.1 | 5.9 |
| Poland | 17,139 | 8.1 | 6.9 | 5.3 | 9.7 | 7.4 | 6.6 | 5.0 | 8.7 |
| Portugal | 4,750 | 5.8 | 5.3 | 4.0 | 6.8 | 5.6 | 5.3 | 4.0 | 6.7 |
| Puerto Rico | 497 | 7.3 | 6.0 | 4.0 | 9.4 | 7.2 | 5.9 | 4.0 | 9.3 |
| Qatar | 2,104 | 1.9 | 1.1 | 0.6 | 2.1 | 1.9 | 1.1 | 0.6 | 2.1 |
| Réunion | 154 | 10.4 | 8.7 | 7.1 | 13.3 | 10.4 | 8.7 | 7.1 | 13.3 |
| Romania | 4,012 | 5.5 | 4.9 | 3.2 | 7.3 | 5.3 | 4.8 | 3.1 | 7.1 |
| Saudi Arabia | 19,317 | 5.2 | 4.5 | 3.1 | 6.4 | 3.1 | 2.1 | 0.6 | 4.4 |
| Senegal | 1,196 | 3.6 | 3.3 | 2.3 | 4.4 | 3.4 | 3.1 | 2.3 | 4.3 |
| Serbia | 4 | 16.9 | 17.7 | 15.2 | 19.4 | 13.3 | 13.2 | 12.0 | 14.5 |
| Seychelles | 468 | 7.9 | 3.0 | 1.8 | 9.1 | 7.7 | 3.0 | 1.3 | 9.0 |
| Sierra Leone | 138 | 8.6 | 7.2 | 4.9 | 11.0 | 8.6 | 7.2 | 4.9 | 11.0 |
| Singapore | 15,384 | 3.1 | 2.2 | 1.5 | 3.4 | 3.1 | 2.2 | 1.5 | 3.4 |
| Slovak Republic | 1,116 | 14.0 | 12.9 | 9.2 | 17.0 | 8.2 | 6.7 | 4.6 | 10.2 |
| Slovenia | 4,467 | 7.1 | 6.3 | 5.1 | 8.2 | 7.1 | 6.3 | 5.0 | 8.1 |
| Solomon Islands | 107 | 2.7 | 2.3 | 1.7 | 4.4 | 2.6 | 2.3 | 1.7 | 4.1 |
| Somalia | 31 | 9.0 | 7.5 | 6.3 | 10.4 | 9.0 | 7.5 | 6.3 | 10.4 |
| South Africa | 35,442 | 5.5 | 5.3 | 3.9 | 6.8 | 5.5 | 5.3 | 3.9 | 6.8 |
| Spain | 37,918 | 9.8 | 8.4 | 5.5 | 12.2 | 9.3 | 8.0 | 5.3 | 11.6 |
| Sri Lanka | 6,992 | 4.0 | 3.5 | 2.3 | 5.2 | 3.9 | 3.5 | 2.2 | 5.2 |
| Sudan | 363 | 10.8 | 7.1 | 5.5 | 13.2 | 10.8 | 7.1 | 5.5 | 13.2 |
| Suriname | 178 | 9.5 | 8.8 | 5.7 | 13.0 | 9.5 | 8.8 | 5.6 | 13.0 |
| Sweden | 7,074 | 7.7 | 6.2 | 4.7 | 9.9 | 7.4 | 6.1 | 4.4 | 9.0 |
| Switzerland | 130 | 16.5 | 12.6 | 8.7 | 19.8 | 6.3 | 5.7 | 4.0 | 7.1 |
| Syrian Arab Republic | 63 | 5.6 | 5.0 | 2.9 | 7.4 | 5.6 | 5.0 | 2.9 | 7.4 |
| Taiwan, China | 17,613 | 6.1 | 5.3 | 3.8 | 7.6 | 5.1 | 4.5 | 2.9 | 6.6 |
| Tanzania | 2,410 | 7.3 | 5.4 | 3.8 | 7.9 | 7.2 | 5.4 | 3.8 | 7.8 |
| Thailand | 48,034 | 5.8 | 5.1 | 3.5 | 7.4 | 5.1 | 4.5 | 3.0 | 6.5 |
| Togo | 279 | 17.8 | 15.6 | 11.7 | 21.5 | 17.8 | 15.3 | 11.7 | 21.0 |
| Trinidad and Tobago | 522 | 11.8 | 10.4 | 7.8 | 14.6 | 11.8 | 10.4 | 7.8 | 14.5 |
| Tunisia | 1,513 | 4.9 | 3.0 | 1.6 | 6.7 | 4.9 | 3.0 | 1.6 | 6.7 |
| Türkiye | 37,087 | 8.9 | 7.8 | 5.4 | 11.1 | 8.9 | 7.7 | 5.3 | 11.1 |
| Uganda | 2 | 15.0 | 15.0 | 14.1 | 15.9 | 9.2 | 9.2 | 6.9 | 11.5 |
| Ukraine | 27 | 17.5 | 10.3 | 6.5 | 19.5 | 6.2 | 5.9 | 3.7 | 8.0 |
| United Arab Emirates | 24,460 | 5.5 | 4.8 | 3.2 | 6.9 | 5.4 | 4.8 | 3.1 | 6.9 |
| United Kingdom | 22,041 | 10.3 | 8.7 | 6.2 | 12.7 | 9.8 | 8.3 | 5.8 | 12.1 |
| United States | 114,211 | 8.6 | 6.9 | 4.5 | 10.5 | 8.2 | 6.8 | 4.4 | 10.1 |
| Uruguay | 1,749 | 5.3 | 4.8 | 3.2 | 6.4 | 5.3 | 4.8 | 3.2 | 6.4 |
| Venezuela, RB | 781 | 13.9 | 12.5 | 8.5 | 16.4 | 13.8 | 12.5 | 8.5 | 16.2 |
| Vietnam | 83,093 | 4.7 | 4.1 | 2.5 | 6.3 | 4.0 | 3.2 | 1.9 | 5.4 |
| Yemen, Rep. | 73 | 6.8 | 6.5 | 4.5 | 7.7 | 2.9 | 0.0 | 0.0 | 5.2 | Economy | Number of observations (Export) | Consolidated dwell time (in days), Mean (Export) | Consolidated dwell time (in days), Median (Export) | Consolidated dwell time P25 (Export) | Consolidated dwell time P75 (Export) | Port dwell time Mean (Export) | Port dwell time Median (Export) | Port dwell time P25 (Export) | Port dwell time P75 (Export) |