The Verbs of the Tidyverse

dplyr::filter()

Filter out only rows that meet a particular condition

dplyr::select()

Select only columns that meet a particular conditions

dplyr::distinct()

Deduplicate rows

janitor::clean_names()

Replace white spaces with “_” . Remove capitalizations

dplyr::mutate

Recode values into a new column or same column.

If the name of an existing column is used then it recodes into the same column. If a new column name is used it will create a new variable.

case_when()

recode values into new columns using complex criteria