Pandas, Data Science, Python, Data Analysis, Programming.
of all the tests in a table for a quick comparison: In conclusion, according to our tests, Polars performs considerably better than Pandas in almost all aspects. However, Pandas still retains the advantage of having a larger user community and being the go-to option for data manipulation in Python.