Talking datasets – Understanding data sensemaking behaviours

•We use a mixed-methods study to examine data-centric sensemaking activities.•We identify three distinct clusters of activity patterns and their related data attributes.•We discuss user needs important when understanding and reusing data created by others.•We propose design recommendations for tools supporting data sensemaking and reuse.