Learn why Polars is a faster alternative to Pandas for data processing. Polars is designed for parallelism and can handle large datasets efficiently. It has a similar API as Pandas and supports various file types and databases.
•4m read time• From pub.towardsai.net
Table of contents
Pandas vs Polars? Bid Adieu to Pandas and Switch To Polars!Dataset CreationPandas vs Polars — Read .csv filePandas vs Polars — Perform Filter operationPandas vs Polars — Perform Group By operationPandas vs Polars — The entire pipelineConclusionSort: