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Siuba

Resources tagged Siuba#

Hadley Wickham on R vs Python

Learn about tidyverse, ggplot2, and the secret to a tech company’s longevity as Hadley Wickham joins @JonKrohnLearns in this episode. He talks about Posit’s rebrand, why tidyverse needs to be in every data scientist’s toolkit, and why getting your hands dirty with open-source projects can be so lucrative for your career. Watch the full interview “779: The Tidyverse of Essential R Libraries and their Python Analogues — with Dr. Hadley Wickham” here: https://www.superdatascience.com/779

Hadley Wickham

May 4, 2024

4 min

ggplot2 tidyverse Hadley Wickham on R vs Python The Tidyverse of Essential R Libraries and Their Python Analogues Tidyverse Essential R Libraries R Programming Python A R Python Data Science Posit Rstudio Ggplot2 How to Contribute to R Open Source Community Arrow Dbplyr Testthat R Duckdb Keras for R Plotnine Siuba Quarto Quarto Rstudio Shiny R Programming Shiny for Python Hadley Wickham Hadley Wickham R Data Science Podcast Jon Krohn

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779: The Tidyverse of Essential R Libraries and their Python Analogues — with Dr. Hadley Wickham

779: The Tidyverse of Essential R Libraries and their Python Analogues — with Dr. Hadley Wickham

Tidyverse #RProgramming #RLibraries Tidyverse, ggplot2, and the secret to a tech company’s longevity: Hadley Wickham talks to @JonKrohnLearns about Posit’s rebrand, Tidyverse and why it needs to be in every data scientist’s toolkit, and why getting your hands dirty with open-source projects can be so lucrative for your career. This episode is brought to you by Intel and HPE Ezmeral Software (https://bit.ly/hpeintel). Interested in sponsoring a SuperDataScience Podcast episode? Visit https://passionfroot.me/superdatascience for sponsorship information. In this episode you will learn: • [00:00:00] Introduction • [00:02:55] All about the Tidyverse • [00:15:19] Hadley’s favorite R libraries • [00:28:39] The goal of Posit • [00:34:12] On bringing multiple programming languages together • [00:50:19] The principles for a long-lasting tech company • [00:53:34] How Hadley developed ggplot2 • [01:03:52] How to contribute to the open-source community Additional materials: https://www.superdatascience.com/779

Hadley Wickham

Apr 30, 2024

1h 26min

ggplot2 tidyverse The Tidyverse of Essential R Libraries and Their Python Analogues Tidyverse Essential R Libraries R Programming Python A R Python Data Science Posit Rstudio Ggplot2 How to Contribute to R Open Source Community Arrow Dbplyr Testthat R Duckdb Keras for R Plotnine Siuba Quarto Quarto Rstudio Shiny R Programming Shiny for Python Hadley Wickham Hadley Wickham R Data Science Podcast Jon Krohn

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Michael Chow | Bringing the Tidyverse to Python with Siuba | RStudio

Michael Chow | Bringing the Tidyverse to Python with Siuba | RStudio

Last January I left my job to spend a year developing siuba, a python port of dplyr. At its core, this decision was driven by a decade of watching python and R users produce similar analyses, but in very different ways. In this talk, I'll discuss 3 ways siuba enables R users to transfer their hard-earned programming knowledge to python: (1) leveraging the power of dplyr syntax, (2) options to generate SQL code, and (3) working with the plotnine plotting library. Looking back, I'll consider two critical pieces that have helped me develop siuba: using it to livecode TidyTuesday analyses, and building an interactive tutorial for absolute beginners. About Michael: Michael Chow is a data scientist and learning researcher. He serves as a co-director at Code for Philly. In past lives, he worked on adaptive assessment tools in ed tech, and received a PhD in cognitive psychology from Princeton University

Michael Chow

Feb 19, 2021

19 min

dplyr plotnine rstudio tidyverse RStudio Data Science Machine Learning Python Stats Tidyverse Data Visualization Data Viz Ggplot Technology Coding Connect Server Pro Shiny Rmarkdown Package Manager CRAN Interoperability Serious Data Science Dplyr Ggplot2 Tibble Readr Stringr Tidyr Purrr Github Data Wrangling Tidy Data Odbc Rayshader Plumber Blogdown Gt Lazy Evaluation Tidymodels Statistics Debugging Programming Education Forcats Rstats Open Source Oss Reticulate Siuba Michael Chow SQL