R tip: Access nested list items with purrr

This video tutorial explores handling nested lists in R using the purrr package. It demonstrates geocoding addresses with the R Geocode IO package, resulting in latitude and longitude data nested in list columns. The tutorial explains how to extract and manipulate data from these list columns using purrr's modify_depth function, showcasing elegant solutions for data extraction and modification. The video concludes with converting list data into vectors and integrating them into the original data frame.

Discuss the advantages of using the 'purrr' package for list manipulation in R.

Evaluate responses using AI:

OFF

Explain how to extract the first value from each data frame in a list column.

Evaluate responses using AI:

OFF

What is the purpose of the 'mutate' function in R, and how is it used in the context of adding vectors to a data frame?

Evaluate responses using AI:

OFF