R-Ladies Rabat (English) - Iterating well with purrr! - Shannon Pileggi, PhD

In this workshop we discuss approaches to iteration in R. We briefly discuss iterative techniques that do not require loops or purrr::map_ (for example, group_by, vectorized functions, etc.). Then we explore lists as an object to store information of varying types and sizes and explain how to extract elements from a list via the purrr::map_ family.
Speaker Bio: Shannon Pileggi PhD is a Data Scientist with more than ten years of experience partnering on data analysis with diverse stakeholders in academic, corporate, tech, public health, and clinical research settings. An enthusiastic educator and statistical collaborator, Shannon started her career in academia as a Lecturer with the Institute for Quantitative Theory and Methods at Emory University, and later as an Assistant Professor at California Polytechnic State University, San Luis Obispo. When she transitioned to industry in 2019, Shannon leveraged open source and community resources to adopt modern programming practices and workflows in R. In 2020, Shannon began to give back to the R community through blogging and developing R-Ladies workshops; she currently serves as a member of the R-Ladies Global Team. Shannon spends her days wrangling data, creating reproducible reports, building shiny apps, developing R packages, and mentoring junior Data Scientists at The Prostate Cancer Clinical Trials Consortium, housed under Memorial Sloan Kettering Cancer Center.
Web: pipinghotdata.com
GitHub: @shannonpileggi
Twitter: @PipingHotData.
You can find the slides here : github.com/sha...
R-Ladies Rabat

[@yeokcmark]

thank you for this video. Im so used to writing functions. moving to map was a difficult transition. your video made it easier. thank you shannon

[@mubangansofu7469]

excellent workshop by Shannon

[@onkar7651]

excellent stuff💌

[@hassanhijazi4757]

superbe!