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awesome-r-pkgtools's Introduction

About Me

LinkedIn

I am a software developer with a passion for data science and full-stack web development. With several years of experience in building data-driven products, I have acquired a deep understanding of how to create robust and scalable software solutions that solve business problems. I have a proven track record of delivering high-quality, user-friendly software solutions to real-world problems; my open-source software packages have been downloaded over 40 million times. Additionally, I have 10+ years of experience in using data science tools to draw insights from complex experimental datasets. My skills include statistical modelling, experimental design, data analysis, visualization, and communication. I have 20+ peer-reviewed publications with 8000+ citations and 2 online books.

Software development

I have authored over a dozen R packages that deal with:

  • statistical analysis and reporting (e.g. easystats project, a collection of 10 packages)
  • data visualization (e.g. ggstatsplot: Enhancing {ggplot2} plots with statistical analysis)
  • code analysis (lintr: Static code analysis for R)
  • code formatting (styler: Non-invasive pretty-printing of R code)

Other authored packages include:

datawizard, performance, parameters, insight, effectsize, bayestestR, modelbased, ggsignif, see, statsExpressions, report, correlation, styler, ospsuite, ospsuite.utils, esqlabsR

Presentations

If you are interested in good programming and software development practices, check out my slide decks.

awesome-r-pkgtools's People

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awesome-r-pkgtools's Issues

pkgcheck?

First of all, thanks for creating & maintaining this useful list! ✨

Then, here's a package suggestion: https://docs.ropensci.org/pkgcheck/ Although it has a specific goal (Check whether a package is ready for submission to rOpenSci’s peer review system.), its output could be more generally useful.

Cc @mpadge

Add contributing guidelines

And mention that only README.qmd needs to be modified. GHA workflow will do the rendering and committing.

Refer to rextendr for Rust integration

Consider including rextendr in the section on Rust integration.

Perhaps rextendr should be the first package listed in this section, for three reasons:

  1. The cargo package was removed from CRAN.
  2. The developer of Hello Rust called the Rust side of rextendr "more advanced" than his own project (much to his credit!).
  3. rextendr is under active development, which doesn't seem to be the case with the other two packages.

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