itertuples

Python Programming Learning Circle

Apr 11, 2020 · Fundamentals

Speeding Up Pandas Row Iteration: Use itertuples() Instead of iterrows()

This article explains why iterating over Pandas DataFrames with iterrows() is slow, demonstrates the performance gain of using itertuples()—often over a hundred times faster—and provides a simple example to help Python data‑analysis practitioners write more efficient code.