{"id":"worldbank.changes-in-inventories.zmb.annual","dataset_id":"worldbank-changes-in-inventories","indicator":"changes-in-inventories","geography":"ZMB","frequency":"annual","unit":"current USD","start_period":"2010","end_period":"2024","org":"World Bank","original_indicator":"NE.GDI.STKB.CD","url":"https://api.worldbank.org/v2","retrieved_at":"2026-11-07T07:57:03+00:00","version":"1","geography_name":"Zambia","region":"Sub-Saharan Africa ","observations":[{"period":"2010","value":807133476.475371,"flags":""},{"period":"2011","value":1152920361.26484,"flags":""},{"period":"2012","value":1948458415.09141,"flags":""},{"period":"2013","value":2243705419.17554,"flags":""},{"period":"2014","value":822794476.035743,"flags":""},{"period":"2015","value":924848189.866963,"flags":""},{"period":"2016","value":374242289.638049,"flags":""},{"period":"2017","value":567812828.999212,"flags":""},{"period":"2018","value":929048635.188801,"flags":""},{"period":"2019","value":817036462.373933,"flags":""},{"period":"2020","value":439296726.199546,"flags":""},{"period":"2021","value":631166581.170695,"flags":""},{"period":"2022","value":547165896.171558,"flags":""},{"period":"2023","value":1381010050.55507,"flags":""},{"period":"2024","value":552943033.588203,"flags":""}],"indicator_name":"Changes in inventories (current US$)","topic":"Economy","source":"worldbank","provenance":{"organization":"World Bank","original_indicator":"NE.GDI.STKB.CD","url":"https://api.worldbank.org/v2","retrieved_at":"2026-11-07T07:57:03+00:00","version":"1","license":"see source"}}