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

Inefficient coding patterns can slow Python data processing, making issue diagnosis harder. Common pitfalls include using lists for repeated membership checks instead of sets, concatenating strings ...