Python
Python
Vectorized Pandas: Replacing Loops With Set-Based Thinking
Why iterrows is slow, what actually happens when you cross from a NumPy array into Python objects, and how to replace row loops with boolean masks, np.select, map, merge and groupby transform — plus the cases where a plain loop is still the right answer.
5 min read