Summarize Data using the Summarize function in R

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Description:
The summarize function lets us compress our dataset into a single row with meaningful metrics such as mean, median, standard deviation, interquartile range (IQR), and others. If the summarize function is used with the group_by, then those metrics are generated for each of the group.
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