Let’s dive in and see how these verbs work. Together these properties make it easy to chain together multiple simple steps to achieve a complex result. Using the variable names (without quotes). The subsequent arguments describe what to do with the data frame, These six functions provide the verbs for a language of data manipulation. These can all be used in conjunction with group_by() which changes the scope of each function from operating on the entire dataset to operating on it group-by-group.
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