Looking for matches
You can use the matches() function inside of select() to return columns with names that match a particular string or regular expression. This can be helpful if the columns you want to choose do not fall immediately after each other but follow a particular pattern in their names. You'll work with the imf_data to return different subsets of columns according to patterns found with a string argument to matches().
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Programming with dplyr
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# Choose country, year, and "perc" or "rate" columns
imf_data %>%
select(___)