This repository is designed to help those transitioning from Pandas to Polars become acquainted with Polars' syntax. Most of the code examples are sourced from the excellent Polars user guide. Each example features both Polars and Pandas code, encouraging you to practice converting Polars to Pandas independently. If you encounter challenges with Polars, you can refer to my solutions for guidance. I believe that with these hints, you'll develop even better solutions of your own. This approach will enable you to swiftly grasp Polars through the familiar lens of Pandas.
Converting code from Polars to Pandas involves a three-step process:
- Familiarizing with
Polars: First, you must acquaint yourself withPolars' syntax to understand its meaning. - Converting to
Pandas: During the conversion process, you'll need to determine how to accomplish tasks usingPandas. - Comparing the results: Finally, you'll compare the results and gain insights into the strengths and weaknesses of both libraries.
This approach ensures a comprehensive understanding of both Polars and Pandas, enabling you to make informed decisions when working with data manipulation libraries.