R for the Rest of Us

David Keyes
  • 5.0 (1)
  • 科技

You may think of R as a tool for complex statistical analysis, but it's much more than that. From data visualization to efficient reporting, to improving your workflow, R can do it all. On this podcast, I talk with people about how they use R in unique and creative ways.

  1. 7月10日

    R for the Rest of Us Podcast Episode #26: Nick Tierney

    In this episode, I chat with Nick Tierney, a statistician, data scientist, and creator of the {naniar} R package for exploring missing data. Nick reflects on his journey from a psychology undergrad to a PhD in statistics, and how open-source tools—and a deeply curious mindset—shaped his path. We discuss Nick’s early struggles with R, the importance of community, and his evolution into package development and consulting. He also walks through the why and how of testing R packages, making the case for better, more reliable code. Resources mentioned: {naniar} package Books: (1) The R Book by Michael Crawley, and (2) R Packages by Hadley Wickham and Jenny Bryan Connect with Garrick on Bluesky and GitHub

    27 分钟

  2. 6月12日

    R for the Rest of Us Podcast Episode #27: Garrick Aden-Buie

    In this episode I sit down with Garrick Aden-Buie, a senior software engineer at Posit (formerly RStudio), to explore his latest project: brand.yml. This innovative tool aims to simplify and unify branding across various data science outputs, including Quarto documents, Shiny apps, and more. Garrick shares the inspiration behind brand.yml, stemming from his experiences in creating custom theming solutions at different organizations. Recognizing the repetitive nature of this task, he developed brand.yml to serve as a single source of truth for styling, enabling consistent application of brand guidelines across multiple platforms. Important resources mentioned: brand.yml project pageGitHub repoBSLib article on unified themingBlog post ‘Unified branding across Posit tools with brand.yml’ by Sarah AltmanConnect with Garrick on LinkedIn, Bluesky and Mastodon. Visit his Website to learn more. Subscribe to our newsletter: https://rfortherestofus.com/newsletter

    17 分钟

  3. 3月20日

    R for the Rest of Us Podcast Episode #25: Robert Smith

    In this episode, I sit down with Robert Smith, co-founder of Dark Peak Analytics, to discuss his journey from academia to advising the UK government during the COVID-19 pandemic. Rob shares his experience building data models that directly influenced public health policy and decision-making at the highest levels. We also dive into his work with Parkrun, a community-driven initiative promoting equitable access to physical activity, and how he used R to analyze participation patterns and improve accessibility. Rob's insights into health economics, simulation modeling, and the challenges of transitioning industries provide valuable lessons for data professionals. Important resources mentioned: Dark Peak AnalyticsAcademic Papers:https://wellcomeopenresearch.org/articles/5-9https://www.sciencedirect.com/science/article/pii/S0033350620304066https://www.sciencedirect.com/science/article/pii/S1353829221001222https://link.springer.com/article/10.1186/s12889-024-20420-0https://www.medrxiv.org/content/10.1101/19004143v1.full.pdfMap: https://iolmap.shinyapps.io/parkrun/ParkrunConnect with Robert on: LinkedIn: Robert Smith  Subscribe to our newsletter: https://rfortherestofus.com/newsletter

    24 分钟

  4. 2月28日

    R for the Rest of Us Podcast Episode #24: Simon Couch

    In this episode, I chat with Simon Couch, a software engineer at Posit, about his work on AI-powered R packages. Simon maintains open-source statistical software and explores how AI can streamline coding workflows. We discuss his journey from statistics and sociology to AI-driven tooling, his development of the PAL and Gander packages, and why AI won’t replace coding anytime soon—but can definitely make it easier.  Improtant resources mentioned: Simon’s blogTidyverse blog post on PAL & GanderConnect with Simon on:  LinkedIn: Simon P. CouchBluesky: @simonpcouch.comMastodon: @simonpcouch@fosstodon.orgX: @simonpcouch‬ Subscribe to our newsletter: https://rfortherestofus.com/newsletter

    34 分钟

  5. 2月6日

    R for the Rest of Us Podcast Episode #23: Terence Teo

    In this episode, I chat with Terence Teo, Professor at Seton Hall University and expert in creating stunning 3D maps using the {rayshader} package in R. Terence discusses his journey into data visualization, specifically his use of R and the RayShader package to create mesmerizing 3D maps. Terence shares insights from his academic background in political science, his creative process for making maps, and how he balances artistic flair with technical rigor. The discussion dives into geospatial data, the intricacies of the {rayshader} and {rayrender} packages, and the value of experimentation in visual storytelling. Important resources mentioned: River Basins of the Iberian Peninsula: https://bsky.app/profile/tterence.bsky.social/post/3kdbsv4bbc32kGitHub repo of code usedConnect with Terence on:   X: @researchremoraBluesky: @tterence.bsky.social‬Subscribe to our newsletter: https://rfortherestofus.com/newsletter

    18 分钟

  6. 2024/12/12

    R for the Rest of Us Podcast Episode #22: Alex Gold

    In this episode, I chat with Alex Gold, who leads solution engineering and support teams at Posit. We talk about his new book ‘DevOps for Data Science’, and explore why DevOps principles are crucial for data scientists, even if you aren't working in hardcore production environments. Alex shares insights on how to think about putting your data science projects into "production"—whether it's a report for colleagues or a full-scale deployment. We discuss practical tips like using {renv} to manage package versions and ensure reproducibility, and Alex gives a live demo on setting it up in an R project. Tune in for key takeaways on making your data science work more robust, shareable, and ready for production. Important resources mentioned: DevOps for Data Science: Buy the book here at 20% off using the discount code AFLY04. Check out the Github repo if interested.Connect with Alex on:   X: @alexkgoldLinkedIn: Alex GoldHis website (alexkgold.space), where he occasionally blogs about data, management, and leadership.Subscribe to our newsletter: https://rfortherestofus.com/newsletter

    34 分钟

  7. 2024/11/29

    R for the Rest of Us Podcast Episode #21: Cédric Viddone

    In this episode, I talk with Cédric Viddone, an Information Management Officer at UNHCR with over 15 years of experience in humanitarian data visualization. Cédric shares his journey from GIS and cartography to creating impactful infographics and embracing the R programming language. He discusses how R has revolutionized data efficiency within UNHCR, where it aids in producing faster, reproducible data products essential for crisis response. Cedric also highlights the growth of the UNHCR R community and introduces the organization's data visualization guidelines platform, which includes a custom ggplot theme that streamlines UNHCR branding. Additionally, Cédric explores the advantages of Quarto for developing UNHCR-branded templates, enabling team members to create consistent, polished reports with ease. Important resources mentioned:  UNHCR data visualization platformUNHCR branded theme for ggplot2 and data visualization color palettesUNHCR Quarto revealjs extensionUNHCR data viz GitHub repoConnect with Cédric on: X: @cvidonneMastodon: @cvidonne@fosstodon.orgLinkedIn: Cédric ViddoneSubscribe to our newsletter: https://rfortherestofus.com/newsletter

    23 分钟

  8. 2024/11/14

    R for the Rest of Us Podcast Episode #20: Christine Parker

    In this episode, I talk with Christine Parker, the Senior GIS Analyst on the Community Broadband Networks team at the Institute for Local Self Reliance. Christine shares how she used R to clean, combine, and summarize data for a dashboard tracking enrollment in the Affordable Connectivity Program (ACP), a COVID-era initiative to help people access affordable internet. The dashboard gained wide attention. It was shared in advocacy circles, referenced in Congress, and discussed with the White House. Christine highlights R's value for performing repeatable data tasks, particularly with regularly updated datasets, and its advantages compared to manual Excel processes. Important resources mentioned: The ACP dashboard Code that Christine used to create the dashboardConnect with Christine on:   X: @birdwranglerLinkedIn: Christine Parker, PhDSubscribe to our newsletter: https://rfortherestofus.com/newsletter

    22 分钟
查看全部 27 集

关于

You may think of R as a tool for complex statistical analysis, but it's much more than that. From data visualization to efficient reporting, to improving your workflow, R can do it all. On this podcast, I talk with people about how they use R in unique and creative ways.

信息

  • 创作者
    David Keyes
  • 活跃年份
    2022年 - 2025年
  • 单集
    27
  • 分级
    儿童适宜
  • 版权
    © R for the Rest of Us
  • 节目网站
    R for the Rest of Us

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