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Hi, Im Sharon Machlis, Director of Editorial Data Analytics at IDG Communications. Im here with episode 6 of Do More With R: Iterate with purrrs mapdf() function. Applying a function to a lot of different values is one of the most common tasks in programming. In most languages, youd typically use a for loop for that. You can code for loops in R. But most R programmers use some kind of iterating function instead. Base R has a family of apply functions for that: apply, l-apply, s-apply, v-apply. They work, but can be confusing to use. The current tidyverse way of iterating is with the purrr packages map functions. Whats handy about map is that its really intuitive to specify what kind of result you want. map() produces a list. map underscore D.F. gives you a data frame. Map underscore I.N.T. creates a vector of integers. And so on. Today, Id like to show you mapdf. Ive got three CSV files, each with information from a New York City airport about delays. Id like to create on
