For any arbitrary region of the human brain there exists a wealth of knowledge about its various features: architecture, cellular composition and genetics, neural dynamics, and functions (top). The neuromaps package collates and aligns these features to facilitate comparisons across domains, opening new avenues for data mining across features, potentially allowing for novel forms of data-driven, semi-automated hypothesis generation (bottom).