{"id":"worldbank.industry-including-construction-value-added-kd.gha.annual","dataset_id":"worldbank-industry-including-construction-value-added-kd","indicator":"industry-including-construction-value-added-kd","geography":"GHA","frequency":"annual","unit":"constant 2015 USD","start_period":"2006","end_period":"2025","org":"World Bank","original_indicator":"NV.IND.TOTL.KD","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":6676846258.49378,"flags":""},{"period":"2007","value":7083100625.64807,"flags":""},{"period":"2008","value":8150528328.48027,"flags":""},{"period":"2009","value":8516228538.50442,"flags":""},{"period":"2010","value":9107884714.91776,"flags":""},{"period":"2011","value":12900386996.0165,"flags":""},{"period":"2012","value":14325050316.3547,"flags":""},{"period":"2013","value":15039235929.7587,"flags":""},{"period":"2014","value":15209322126.4551,"flags":""},{"period":"2015","value":15384427345.8595,"flags":""},{"period":"2016","value":16049448049.6065,"flags":""},{"period":"2017","value":18555476336.915,"flags":""},{"period":"2018","value":20504356918.0385,"flags":""},{"period":"2019","value":21809625728.0153,"flags":""},{"period":"2020","value":21265226584.0538,"flags":""},{"period":"2021","value":21163467675.1439,"flags":""},{"period":"2022","value":21289074925.7327,"flags":""},{"period":"2023","value":20917460799.1082,"flags":""},{"period":"2024","value":22422560553.4529,"flags":""},{"period":"2025","value":22939315850.0415,"flags":""}],"indicator_name":"Industry (including construction), value added (constant 2015 US$)","topic":"Economy","source":"worldbank","provenance":{"organization":"World Bank","original_indicator":"NV.IND.TOTL.KD","url":"https://api.worldbank.org/v2","retrieved_at":"2026-11-07T07:57:03+00:00","version":"1","license":"see source"}}