I’ve moved mostly to polars. I still have some frameworks that demand pandas and pandas is still a very solid dataframe, but when I need to interpolate months in millions of lines of quarterly data, polars just blows it away.

Even better is using tools like Narwhals and Ibis which can convert back and forth to any frames you want.