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R Statistical Programming Tutorial• 6 min read
Data Wrangling with dplyr & Pipes (%>%)
Transform datasets using dplyr verbs: filter(), select(), mutate(), group_by(), and the pipe operator %>%.
The Five Core dplyr Verbs
filter(): Pick observations by their values.select(): Pick variables by their names.mutate(): Create new variables with functions of existing variables.summarise(): Collapse many values into a single summary.group_by(): Perform operations by group categories.ADVERTISEMENT
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Test Yourself With Exercise
Which dplyr verb creates new columns based on transformations of existing columns?