World map - trends
Continental overview, 1995 to 2022
Grand and petty corruption scores by region group in 2022, plus the change in each region group from 1995 to 2022.
Download PNGClick any card to view it full-size. Each chart is also available as a print-ready PNG, properly captioned and source-attributed, licensed CC BY 4.0 with attribution to the data descriptor. Use them in papers, reports, and press, and please cite.
License: CC BY 4.0. Please cite Crombach & Smits (2024), Scientific Data 11.