{"id":"worldbank.computer-communications-and-other-services-wt.gha.annual","dataset_id":"worldbank-computer-communications-and-other-services-wt","indicator":"computer-communications-and-other-services-wt","geography":"GHA","frequency":"annual","unit":"percent","start_period":"1975","end_period":"2025","org":"World Bank","original_indicator":"TX.VAL.OTHR.ZS.WT","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":25.1791197543307,"flags":""},{"period":"1976","value":26.9166666667536,"flags":""},{"period":"1977","value":34.4262295081482,"flags":""},{"period":"1978","value":27.7617119721948,"flags":""},{"period":"1979","value":55.9246533457949,"flags":""},{"period":"1980","value":63.2713026444662,"flags":""},{"period":"1981","value":73.3506944444444,"flags":""},{"period":"1982","value":62.5319557426387,"flags":""},{"period":"1983","value":4.31034482758621,"flags":""},{"period":"1984","value":8.41836734693878,"flags":""},{"period":"1985","value":5.73248407643311,"flags":""},{"period":"1986","value":34.9889402774985,"flags":""},{"period":"1987","value":51.8467852257182,"flags":""},{"period":"1988","value":45.531914893617,"flags":""},{"period":"1989","value":43.9946018893387,"flags":""},{"period":"1990","value":42.5855513307985,"flags":""},{"period":"1991","value":38.9006342494715,"flags":""},{"period":"1992","value":52.9045643153527,"flags":""},{"period":"1993","value":30.359820089955,"flags":""},{"period":"1994","value":30.3676470588235,"flags":""},{"period":"1995","value":30.3314121037464,"flags":""},{"period":"1996","value":30.4709141274238,"flags":""},{"period":"1997","value":30.1514154048716,"flags":""},{"period":"1998","value":11.1839026672906,"flags":""},{"period":"1999","value":10.9960334949317,"flags":""},{"period":"2000","value":10.5609590597778,"flags":""},{"period":"2001","value":10.6915844617709,"flags":""},{"period":"2002","value":11.0987379361544,"flags":""},{"period":"2003","value":10.906329362001,"flags":""},{"period":"2004","value":10.7060587224396,"flags":""},{"period":"2005","value":8.57101082658208,"flags":""},{"period":"2006","value":13.5685506849389,"flags":""},{"period":"2007","value":23.560711031094,"flags":""},{"period":"2008","value":24.8369407997982,"flags":""},{"period":"2009","value":27.3938581621792,"flags":""},{"period":"2010","value":25.5059131742098,"flags":""},{"period":"2011","value":27.5917082493338,"flags":""},{"period":"2012","value":41.1419895252818,"flags":""},{"period":"2013","value":32.6083625369356,"flags":""},{"period":"2014","value":21.7309040011558,"flags":""},{"period":"2015","value":78.3236969591261,"flags":""},{"period":"2016","value":72.4975343173441,"flags":""},{"period":"2017","value":79.0010649001791,"flags":""},{"period":"2018","value":81.0064569552131,"flags":""},{"period":"2019","value":80.0633655433145,"flags":""},{"period":"2020","value":80.23378695242,"flags":""},{"period":"2021","value":70.1262185923073,"flags":""},{"period":"2022","value":66.1240135212027,"flags":""},{"period":"2023","value":65.9528896131047,"flags":""},{"period":"2024","value":58.59298176719,"flags":""},{"period":"2025","value":64.1920887946681,"flags":""}],"indicator_name":"Computer, communications and other services (% of commercial service exports)","topic":"Private Sector","source":"worldbank","provenance":{"organization":"World Bank","original_indicator":"TX.VAL.OTHR.ZS.WT","url":"https://api.worldbank.org/v2","retrieved_at":"2026-11-07T07:57:03+00:00","version":"1","license":"see source"}}