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Hi, Im Sharon Machlis, Director of Editorial Data amp;amp; Analytics at IDG Communications. Im here with Episode 9 of Do More With R: Access nested list items with the purrr package. Lists can be one of the harder things to wrap your head around in R, even if youve been working in the language for awhile. List columns within data frames can be even more challenging if the structure isnt the same for each value. Let me show you an example and how easy it is to deal with using purrr. First, the data set. I use Bob Rudiss R geocodio package to geocode addresses. Results come back with latitude and longitude nested in a list column. This is the code I ran to get the data. First, I loaded the packages I need. Next I created a tibble thats a special type of tidyverse data frame with names and addresses of 5 tourist attractions in Boston. Finally, I used R geocodios batch geocoding function to get latitude and longitudes for the address column. Lets take a look at the results
