Tidyverse appreciation thread

• dtplyr

  24 655 7.5 R

  Data table backend for dplyr

  

• root

  31 2,418 10.0 C++

  The official repository for ROOT: analyzing, storing and visualizing big data, scientifically

  

I cut my teeth on C++ (using ROOT for data analysis) and then Python/pandas. I recently changed jobs and now use R and tidyverse almost exclusively for about 6 months now. I think my preference is still towards pandas, there are still some things I find easier to do and it's easier to productionize. However, I find the tidyverse's style of coding and data flow much more intuitive to read and write -- there's much less thinking involved. I'm really starting to come around to it and holds a close #2 in my heart.

• 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.

  

• tidytable

  26 435 8.3 R

  Tidy interface to 'data.table'

tidytable wants a word.

• tidypolars

  7 308 8.0 Python

  Tidy interface to polars

Try out tidypolars. It's really close to tidyverse syntax and it's a lot faster than pandas as well

Suggest a related project