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

• tidypolars

  7 308 8.0 Python

  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.

• polars

  144 25,837 10.0 Rust

  Dataframes powered by a multithreaded, vectorized query engine, written in Rust

  

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).

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• db-benchmark

  91 319 0.0 R

  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).

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