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

Modern Python developers use virtual environments (venvs), to keep their projects and dependencies separate. Managing project dependencies gets more complex as the number of dependencies grows.

These are my go-to libraries for Python data crunching.