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  • Difference between filter() and summarize():
    • filter() merely selects rows without transformation any of the data: Drawing
    • summarize() collapses information from multiple rows/observations to create single rows: Drawing
    • If we first group_by() to impose a gropuing structure (grey, blue and green in second box) and then summarize(), this collapses information from multiple rows/observations to create single rows on a group-by_group basis: Drawing Drawing

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