‘Big data’ and large-scale analyses are critical for biodiversity research to find out how animal and plant species are distributed worldwide and how ecosystems function. The necessary data may come from many sources: museum collections, biological literature, and local databases. Researchers have investigated how this wealth of knowledge can best be integrated so that it can be transported into the digital age and used for research.