Pandas: From Messy To Beautiful

This is how to make your pandas code human readable & bulletproof.

Scripting around a pandas DataFrame can turn into an awkward pile of (not-so-)good old spaghetti code. Me and my colleagues use this package a lot and while we try to stick to good programming practices, like splitting code in modules and unit testing, sometimes we still get in the way of one another by producing confusing code.

I have gathered some tips and pitfalls to avoid in order …

clean-code data science pandas python testing