The data shows the programmatic ad fraud rates worldwide in the first quarter of 2017, broken down by industry. During the studied period, 27% of ad impressions served programmatically in the government vertical were fraudulent.
Society and culture | 50 |
Business and economy | 39 |
Recreation | 34 |
Government | 27 |
Entertainment | 24 |
News and media | 23 |
Health | 22 |
Computers and internet | 21 |
Education | 18 |
Arts | 17 |
Science | 13 |