{"id":"worldbank.communications-computer-etc.gha.annual","dataset_id":"worldbank-communications-computer-etc","indicator":"communications-computer-etc","geography":"GHA","frequency":"annual","unit":"percent","start_period":"1975","end_period":"2025","org":"World Bank","original_indicator":"BM.GSR.CMCP.ZS","url":"https://api.worldbank.org/v2","retrieved_at":"2026-11-05T23:59:57+00:00","version":"1","geography_name":"Ghana","region":"Sub-Saharan Africa ","observations":[{"period":"1975","value":30.5984192698756,"flags":""},{"period":"1976","value":32.2753090544713,"flags":""},{"period":"1977","value":38.5742838108062,"flags":""},{"period":"1978","value":31.1821705426126,"flags":""},{"period":"1979","value":35.0800494415552,"flags":""},{"period":"1980","value":45.8317895516858,"flags":""},{"period":"1981","value":42.8716559431087,"flags":""},{"period":"1982","value":46.5381244522349,"flags":""},{"period":"1983","value":42.3162583518931,"flags":""},{"period":"1984","value":45.1533742331288,"flags":""},{"period":"1985","value":32.6774001192606,"flags":""},{"period":"1986","value":49.1381100726895,"flags":""},{"period":"1987","value":45.7100037467216,"flags":""},{"period":"1988","value":43.0223880597015,"flags":""},{"period":"1989","value":46.8648060891627,"flags":""},{"period":"1990","value":45.7903494176373,"flags":""},{"period":"1991","value":45.9042907430311,"flags":""},{"period":"1992","value":42.4406301434282,"flags":""},{"period":"1993","value":44.2398383112508,"flags":""},{"period":"1994","value":44.4391634980989,"flags":""},{"period":"1995","value":43.2707899003938,"flags":""},{"period":"1996","value":43.9500941619586,"flags":""},{"period":"1997","value":44.676384242507,"flags":""},{"period":"1998","value":35.9401301123698,"flags":""},{"period":"1999","value":30.7585139318885,"flags":""},{"period":"2000","value":31.1186722608597,"flags":""},{"period":"2001","value":30.7199628007506,"flags":""},{"period":"2002","value":32.7972159605033,"flags":""},{"period":"2003","value":46.1225546995795,"flags":""},{"period":"2004","value":41.2747501724118,"flags":""},{"period":"2005","value":26.0841534275948,"flags":""},{"period":"2006","value":24.7111403171822,"flags":""},{"period":"2007","value":25.1635020263447,"flags":""},{"period":"2008","value":23.6618452291418,"flags":""},{"period":"2009","value":43.3794748430237,"flags":""},{"period":"2010","value":39.1761536745437,"flags":""},{"period":"2011","value":33.5694527415703,"flags":""},{"period":"2012","value":40.1533555482471,"flags":""},{"period":"2013","value":48.7445978565216,"flags":""},{"period":"2014","value":52.8813898635124,"flags":""},{"period":"2015","value":62.8341646002213,"flags":""},{"period":"2016","value":62.166059093183,"flags":""},{"period":"2017","value":69.3938786279683,"flags":""},{"period":"2018","value":73.5331102229879,"flags":""},{"period":"2019","value":77.8404399418778,"flags":""},{"period":"2020","value":78.4260056603318,"flags":""},{"period":"2021","value":61.0772739174847,"flags":""},{"period":"2022","value":58.9349295268649,"flags":""},{"period":"2023","value":56.2326371238893,"flags":""},{"period":"2024","value":57.1807952383541,"flags":""},{"period":"2025","value":52.5598552796335,"flags":""}],"indicator_name":"Communications, computer, etc. (% of service imports, BoP)","topic":"Economy","source":"worldbank","provenance":{"organization":"World Bank","original_indicator":"BM.GSR.CMCP.ZS","url":"https://api.worldbank.org/v2","retrieved_at":"2026-11-05T23:59:57+00:00","version":"1","license":"see source"}}