Polars vs Pandas
This cluster centers on discussions comparing the Polars and Pandas Python libraries for data manipulation, with many users recommending Polars as a faster, more efficient alternative to Pandas and sharing pros, cons, and real-world experiences.
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If you are unhappy with pandas, give a try to polars[0] it's so fast![0] -- https://www.pola.rs/
Can you please elaborate what's wrong with Pandas? Im looking to use either Polars or Pandas in a project and looking for insights.
Pro/cons over python pandas?
From an end user perspective, what might be some advantages/disadvantages of this compared to python pandas?
Can recommend taking a look at Polars. Kinda a successor to pandas.https://www.pola.rs/
Anyone got any real-world comparison with Pandas? Like an orders of magnitude wow moment?
on polars vs pandas:https://news.ycombinator.com/item?id=34452526
Curious if you considered Polars. That's become the defacto standard in my group as we all dislike pandas.
Can't write a longer comment now, but check out siuba, or Polars, or dplyr; there are others. (I've posted about siuba recently but I promise I'm not a shill, I'm just allergic to pandas)
What can you do in more easily in pandas than polars?