The Python data ecosystem, in late 2025, continues its rapid evolution, driven by an insatiable demand for performance and scalability. For years, pandas has been the ubiquitous workhorse, foundational to countless analytical pipelines. However, the past two years have seen the meteoric rise and significant maturation of polars, a Rust-backed...