SQL on Pandas — My New Favorite for 10X Speed.

Bringing the best of both worlds together

Thuwarakesh Murallie
Towards Data Science
5 min readMar 23, 2023

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Photo by Akira Hojo on Unsplash

I’m keen on finding ways to speed up analytical tasks.

I’ve written several posts in the past about measuring memory usage, running time, and tips to speed up data-intensive tasks. Since we use Pandas primarily daily, I keep researching for improved performance.

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I write about data science and consult at Stax, where I help clients unlock insights from data to drive business growth. https://www.the-analytics.club