The “arrange” Function in R

  • Package: dplyr

  • Purpose: Orders rows of data frames based on column values.

  • General Class: Data Manipulation

  • Required Argument(s):

    • .data: A data frame or tibble.

    • ...: Column names or expressions by which to order the data.

  • Notable Optional Arguments:

    • desc(): A function to arrange in descending order.

    • na.last: A logical indicating whether missing values should be placed last. The default is TRUE.

  • Example:

  • # Example data for arranging rows using dplyr
    library(dplyr)

    df <- data.frame(
    ID = c(2, 1, 4, 3, 5),
    Name = c("Bob", "Alice", "David", "Charlie", "Emma"),
    Age = c(30, 25, 28, 22, 35)
    )

    # Arrange the data frame by the "ID" column in ascending order
    arranged_df <- arrange(df, ID)

    # Display the arranged data frame
    print(arranged_df)

  • In this example, the arrange function from the dplyr package is used to order the rows of a data frame (df) based on the values in the “ID” column in ascending order. The result is an arranged data frame (arranged_df). Note that you need to have the dplyr package installed and loaded to use the arrange function.

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The “group_by” Function in R

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The “mutate” Function in R