This is the ranking from the annual Transparency International corruption perceptions index, which ranks more than 150 countries in terms of perceived levels of corruption, as determined by expert assessments and opinion surveys. For more information on this indicator, please visit http://www.transparency.org/policy research/surveys indices/cpi the Transparency International page on the topic. Every country, region and year the World Bank publishes for indicator GV.TI.RANK.IDX (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 Bank Institute..
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.
| Column | Type | Missing values |
|---|
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