Information and communications technology expenditures include computer hardware (computers, storage devices, printers, and other peripherals); computer software (operating systems, programming tools, utilities, applications, and internal software development); computer services (information technology consulting, computer and network systems integration, Web hosting, data processing services, and other services); and communications services (voice and data communications services) and wired and wireless communications equipment. Every country, region and year the World Bank publishes for indicator IE.ICT.TOTL.GD.ZS (Africa Development Indicators), delivered as a tidy table — country, ISO code, year and value — ready for analysis in Excel, R, Python or the Intigal AI workspace. Original compiler: World Information Technology and Services Alliance, Digital Planet: The Global Information Economy, and Global Insight, Inc..
First 0 rows, exactly as they appear in the file.
0 columns and 0 rows, with the detected type and missing-value count for each column.
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Version 1: Listed from the publisher's open-data release.
Original source: api.worldbank.org · CC BY 4.0 — free to reuse with attribution to the World Bank