Every Python developer knows some or all of these libraries, because they’re stable, reliable, and excellent at what they do.

Wes McKinney hates the idea of researchers wasting their time. “Scientists unnecessarily dealing with the drudgery of simple data manipulation tasks makes me feel terrible,” he says. Perhaps more than ...