Get startedGet started for free

See how that ended up

The imf_data also contains information about imports and exports. The imports_perc_change column refers to the percentage change of imports for a given country relative to the previous year. The exports_perc_change is the same but for exports instead of imports.

Get to pulling these columns out with ends_with()!

This exercise is part of the course

Programming with dplyr

View Course

Exercise instructions

  • Return year, country, and those columns in imf_data that conclude with "change".

Hands-on interactive exercise

Have a go at this exercise by completing this sample code.

# Choose year, country, and columns ending with "change"
imf_data %>% 
	___
Edit and Run Code