by Jae Yeon Kim
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This workshop helps you to step up your R skills with functional programming. The purrr package provides easy-to-use tools to automate repeated things in your entire R workflow (e.g., wrangling, modeling, and visualization). The end result is cleaner, faster, more readable and extendable code. I highly recommend you to take this workshop (1) if you still write copy-and-paste code, (2) exclusively rely on for loops for automation, and (3) want to know about the joy and power of R functional programming.
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How to use
purrrto automate workflow in a cleaner, faster, and more extendable way -
How to use
map2()andpmap()to avoid writing nested loops. -
How to use
map()andglue()to automate creating multiple plots -
How to use
reduce()to automate joining multiple dataframes -
How to use
slowly()andfuture_to make automation process either slower or faster -
How to use
safely()andpossibly()to make error handling easier
