I'm a Data Science Librarian in theCenter for Data & Visualization Sciences, I help Duke University students and researchers navigate practical data science challenges.
My workshop code resources are here on GitHub. Videos are atYouTube. It's all presented in one spot at myRfun site.
Here's myquick reference guide to using GitHub with RStudio vialibrary(usethis). Here's myORCID.
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- data-and-visualization/Intro2R
data-and-visualization/Intro2R PublicLearn R and Tidyverse for reproducible data analysis. Intro to data wrangling, intro to visualization with ggplot2,
- workshop_webscraping
workshop_webscraping PublicUsing rvest and the tidyverse to scrape web sites. A case study.
- workshop_textmining
workshop_textmining PublicA brief introduction to text mining and sentiment analysis with visualization
- workshop_rfun_iterate
workshop_rfun_iterate PublicR Tips and Tricks: custom functions, regex, and iteration. Learn techniques for common needs such as data-scraping, ingesting multiple files, transforming messy data into tidy data, quickly cleanin…
- presentation_version-control
presentation_version-control PublicQuarto Slides and video URLs to various presentations about reproducible version-control workflows. See README
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- rforlunch_exercises
rforlunch_exercises PublicExercises for the RforLunch workshops - https://intro2r.library.duke.edu/
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