The RAAAP project surveyed Research Managers and Administrators from across the world, asking questions about why people became RMAs, why they stayed as RMAs, what skills they need for their jobs (soft and hard), what level of seniority they are, demographic information, and so on - overall up to 222 data points were collected from each respondent. This is the main dataset comprising mainly closed question responses and likert-type scale responses. It holds responses collected in 2016 from 2,691 RMAs across 64 countries, but with a heavy bias to North America and Europe in terms of the volume of responses. The other 14 subsidiary dataset CSV exports are also here