Polars is a fast and efficient alternative to Pandas for working with tabular data. It utilizes parallelism to optimize data processing and can handle large datasets. Polars is significantly faster than Pandas for reading .csv files and performing filtering operations.
Table of contents
Dataset CreationPandas vs Polars — Read .csv filePandas vs Polars — Perform Filter operationPandas vs Polars — Perform Group By operationPandas vs Polars — The entire pipelineConclusion22 Impressions