{"id":"worldbank.communications-computer-etc-zs.gha.annual","dataset_id":"worldbank-communications-computer-etc-zs","indicator":"communications-computer-etc-zs","geography":"GHA","frequency":"annual","unit":"percent","start_period":"1975","end_period":"2025","org":"World Bank","original_indicator":"BX.GSR.CMCP.ZS","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":"1975","value":29.3719806763044,"flags":""},{"period":"1976","value":32.1732405259922,"flags":""},{"period":"1977","value":37.6271186440203,"flags":""},{"period":"1978","value":31.4113124656357,"flags":""},{"period":"1979","value":58.9690308258526,"flags":""},{"period":"1980","value":64.85473289597,"flags":""},{"period":"1981","value":74.223341729639,"flags":""},{"period":"1982","value":64.1843927941428,"flags":""},{"period":"1983","value":12.8272251308901,"flags":""},{"period":"1984","value":18.0365296803653,"flags":""},{"period":"1985","value":22.1052631578947,"flags":""},{"period":"1986","value":41.0359292358198,"flags":""},{"period":"1987","value":55.2731893265565,"flags":""},{"period":"1988","value":49.9348109517601,"flags":""},{"period":"1989","value":48.7021013597033,"flags":""},{"period":"1990","value":47.5694444444444,"flags":""},{"period":"1991","value":43.7743190661479,"flags":""},{"period":"1992","value":55.8937823834197,"flags":""},{"period":"1993","value":35.798203178991,"flags":""},{"period":"1994","value":35.7966101694915,"flags":""},{"period":"1995","value":35.7901726427623,"flags":""},{"period":"1996","value":35.969387755102,"flags":""},{"period":"1997","value":35.6579745300182,"flags":""},{"period":"1998","value":13.9033794511227,"flags":""},{"period":"1999","value":13.659683625481,"flags":""},{"period":"2000","value":13.1387349134891,"flags":""},{"period":"2001","value":13.4296708451627,"flags":""},{"period":"2002","value":13.6781402054424,"flags":""},{"period":"2003","value":13.4094173855763,"flags":""},{"period":"2004","value":13.0690151072888,"flags":""},{"period":"2005","value":10.5210740806886,"flags":""},{"period":"2006","value":22.3165980808759,"flags":""},{"period":"2007","value":32.6360857495769,"flags":""},{"period":"2008","value":34.9425377181284,"flags":""},{"period":"2009","value":37.5558707358833,"flags":""},{"period":"2010","value":32.2473431259731,"flags":""},{"period":"2011","value":32.8531242601086,"flags":""},{"period":"2012","value":42.2161648532483,"flags":""},{"period":"2013","value":35.3726333134543,"flags":""},{"period":"2014","value":24.3061893469087,"flags":""},{"period":"2015","value":78.7793334887852,"flags":""},{"period":"2016","value":72.8153265682477,"flags":""},{"period":"2017","value":79.4205989406224,"flags":""},{"period":"2018","value":70.3282510516681,"flags":""},{"period":"2019","value":61.4652977550125,"flags":""},{"period":"2020","value":61.222050045298,"flags":""},{"period":"2021","value":52.3350669154935,"flags":""},{"period":"2022","value":47.5897136645035,"flags":""},{"period":"2023","value":47.6010846952241,"flags":""},{"period":"2024","value":39.3305925442225,"flags":""},{"period":"2025","value":50.0257321248531,"flags":""}],"indicator_name":"Communications, computer, etc. (% of service exports, BoP)","topic":"Economy","source":"worldbank","provenance":{"organization":"World Bank","original_indicator":"BX.GSR.CMCP.ZS","url":"https://api.worldbank.org/v2","retrieved_at":"2026-11-07T07:57:03+00:00","version":"1","license":"see source"}}