The Best Way to Use Apply() in Pandas

The image above shows a run-time comparison of popular open-source libraries that provide parallelization support for Pandas.

You can find the links to these libraries here. Also, if you know any other similar libraries built on top of Pandas, do post them in the comments or reply to this email.

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The code snippets for the posts I have shared here are available on GitHub. Check out this repository: GitHub.

I like to explore, experiment and write about data science concepts and tools. You can read my articles on Medium. Also, you can connect with me on LinkedIn.