#big-o

#big-o

Automated tests should verify algorithmic scaling (Big-O) to detect performance regressions as data grows; pandas 3.0 adds a string dtype, column operations, and Copy-on-Write.

Test algorithm big-O scaling to detect performance regressions and ensure scalable software without complex benchmarking.