3 functions from the Tidyverse package that improve working with lists in R. If you can store things in a dataframe instead, and use dplyr rather than purrr for your purposes, then you should! But for the times when you're working with lists, purrr is a great and often underutilized tool.
But this is not all purrr has to offer. For the longest time, I only used
walk, and their variants. Since then, I’ve discovered the package’s other utilities that make working with lists a breeze.
Because these functions were not hiding at all, sitting in plain sight within documentation pages, I felt a little silly for not using them earlier. But it’s all too easy for programmers to get locked into the same routines, unconsciously following a “if it ain’t broke” mindset. So in the interest of whetting your appetite for the lesser-known tools purrr has on offer, I’ve selected a few of my favorites to share. I hope that doing so will improve your workflows and make you more curious about what else this R package can provide.
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