{"id":"worldbank.manufacturing-value-added-kn.gha.annual","dataset_id":"worldbank-manufacturing-value-added-kn","indicator":"manufacturing-value-added-kn","geography":"GHA","frequency":"annual","unit":"constant LCU","start_period":"2006","end_period":"2025","org":"World Bank","original_indicator":"NV.IND.MANF.KN","url":"https://api.worldbank.org/v2","retrieved_at":"2026-11-07T07:57:03+00:00","version":"1","geography_name":"Ghana","region":"Sub-Saharan Africa ","observations":[{"period":"2006","value":11247129700.0,"flags":""},{"period":"2007","value":11110380400.0,"flags":""},{"period":"2008","value":11521517200.0,"flags":""},{"period":"2009","value":11371084300.0,"flags":""},{"period":"2010","value":12235336200.0,"flags":""},{"period":"2011","value":14315343300.0,"flags":""},{"period":"2012","value":14595034000.0,"flags":""},{"period":"2013","value":14425143300.0,"flags":""},{"period":"2014","value":14054737800.0,"flags":""},{"period":"2015","value":14569082400.0,"flags":""},{"period":"2016","value":15722818800.0,"flags":""},{"period":"2017","value":17219028100.0,"flags":""},{"period":"2018","value":17932727500.0,"flags":""},{"period":"2019","value":19066332700.0,"flags":""},{"period":"2020","value":19431133800.0,"flags":""},{"period":"2021","value":21013216700.0,"flags":""},{"period":"2022","value":20491675195.8766,"flags":""},{"period":"2023","value":20684305435.9894,"flags":""},{"period":"2024","value":21553046264.3009,"flags":""},{"period":"2025","value":22791029867.0905,"flags":""}],"indicator_name":"Manufacturing, value added (constant LCU)","topic":"Economy","source":"worldbank","provenance":{"organization":"World Bank","original_indicator":"NV.IND.MANF.KN","url":"https://api.worldbank.org/v2","retrieved_at":"2026-11-07T07:57:03+00:00","version":"1","license":"see source"}}