70x Faster Pandas By Changing Just One Line of Code
It is challenging to work on large datasets in Pandas. This, at times, requires plenty of optimization and can get tedious as the dataset grows further.
Instead, try Modin. It delivers instant improvements with no extra effort. Change the import statement and use it like the Pandas API, with significant speedups. Find more info in the comments.
Read more: Modin Guide.
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Find the code for my tips here: 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.