Pandas vs Polars: Which One Should You Use in 2025?


You’re probably still typing df.groupby() in Pandas while your Polars-using teammate has already finished their ETL pipeline and is on lunch. The gap isn’t just about speed—it’s about how these libraries think about data, memory, and the future of Python data engineering.

As we move through...