A new database has revealed that at least 250 scientists have amassed more than 50% of their citations from themselves or their co-authors. The study could help to flag potential extreme self-promoters, and possibly ‘citation farms’, in which clusters of scientists massively cite each other. The data set lists around 100,000 researchers and shows that the median self-citation rate is 12.7%.