10x times faster Pandas Apply in a single line change of code

Speed-up Pandas processing workflow with Swifter Package

Satyam Kumar
Towards Data Science
4 min readJul 14, 2021

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Pandas is one of the popular Python packages among the data science community, as it offers a vast API and flexible data structures for data explorations and visualization. When it comes to handling and processing large-size datasets, it fails.

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