Introducing tidypolars - a Python data frame package with syntax familiar to R tidyverse users

This page summarizes the projects mentioned and recommended in the original post on reddit.com/r/datascience

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  • GitHub repo tidypolars

    Tidy interface to polars

    If I misunderstood your question - feel free to open a discussion with a small code example and we can talk through how you can do it in tidypolars.

  • GitHub repo polars

    Fast multi-threaded DataFrame library in Rust | Python | Node.js

    The biggest difference with this one is that it's built on top of the polars package, which is probably the fastest data frame manipulation library out there. All of the other dplyr-to-python packages are build on top of pandas (which is very slow in comparison).

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  • GitHub repo db-benchmark

    reproducible benchmark of database-like ops

    The biggest difference with this one is that it's built on top of the polars package, which is probably the fastest data frame manipulation library out there. All of the other dplyr-to-python packages are build on top of pandas (which is very slow in comparison).

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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