On exploring data lakes by finding compact, isolated clusters

•Data lakes store unprocessed business data at large scale.•Clustering helps data engineers understand the structure of their data lakes.•RóMULO is a meta-heuristic multi-way clustering proposal to cluster data lakes.•The results confirm that RóMULO is a promising contribution to assist data engineers.