4 Techniques for Scaling Pandas to Large Datasets

Tips for increasing the efficiency

Soner Yıldırım
Towards Data Science
7 min readDec 19, 2022

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Photo by S. Tsuchiya on Unsplash

Pandas is one of the most frequently used tools in the data science ecosystem. It makes it quite easy to manipulate and analyze tabular data by providing numerous functions with an easy-to-understand syntax.

While Pandas is on top of the competition in data analysis and manipulation, its…

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