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Produces a summary table for the data with Mean, Median, SD, CV and Range

exploratory_table.Rd

This function outputs the summary statistics of the given data.

Usage

exploratory_table(data, response, groupby)

Arguments

data

data.frame A data set to be summarised

response

character String variable name in the data of the response

groupby

character vector Vector of strings of the names of the grouping variables in the data

Value

data.frame Summary table

Examples

exploratory_table(mtcars, response = "mpg", groupby = c("cyl", "gear"))
#>   cyl gear   mean median                sd               cv reps  min  max
#> 1   4    3   21.5   21.5              <NA>             <NA>    1 21.5 21.5
#> 2   4    4 26.925  25.85  4.80736042810546 17.8546348304752    8 21.4 33.9
#> 3   4    5   28.2   28.2  3.11126983722081 11.0328717631944    2   26 30.4
#> 4   6    3  19.75  19.75   2.3334523779156 11.8149487489398    2 18.1 21.4
#> 5   6    4  19.75   20.1    1.552417469626  7.8603416183595    4 17.8   21
#> 6   6    5   19.7   19.7              <NA>             <NA>    1 19.7 19.7
#> 7   8    3  15.05   15.2  2.77439592114621 18.4345243929981   12 10.4 19.2
#> 8   8    5   15.4   15.4 0.565685424949239 3.67328198018986    2   15 15.8
#>         range
#> 1 21.5 - 21.5
#> 2 21.4 - 33.9
#> 3   26 - 30.4
#> 4 18.1 - 21.4
#> 5   17.8 - 21
#> 6 19.7 - 19.7
#> 7 10.4 - 19.2
#> 8   15 - 15.8