Can Polars Replace pandas?

About

Don’t Use This Code offers a wide range of Python training courses for building large-scale, production systems. We can craft targeted curricula on topics such as: • Scientific Computing with NumPy, pandas, and Xarray • Fundamentals of Programming for Analysts • Introduction to Python and Mastering pandas for Data Analysis • Dashboarding & Data Pipelines in Python • Web Scraping & Text Parsing for ETL Get in touch to see how can benefit your team! [email protected] James Powell is the founder and lead instructor at Don’t Use This Code and serves as Chairman of the NumFOCUS Board of Directors, helping to oversee the governance and sustainability of all of the major tools in the Python data analysis ecosystem (i.e., pandas, NumPy, Jupyter, Matplotlib). Cameron Riddell joined Don’t Use This Code in 2021 after working in academia studying various aspects of psychology. Our resident pandas & matplotlib expert, he takes a data-driven, analytical approach to his work and research.