Summarize distribution characteristics for a column of interest

Summarize distribution characteristics for a column of interest

expression_summary(df, x)

Arguments

df	Data frame
x	Bare name of column to summarize

Value

A tibble containing a summary of the data distribution

Examples

df <- tibble::tibble(bar = rnorm(10000))
expression_summary(df, bar)
#> # A tibble: 1 x 9
#>     min     q1     mean   median    q3   max std_dev median_abs_dev
#>   <dbl>  <dbl>    <dbl>    <dbl> <dbl> <dbl>   <dbl>          <dbl>
#> 1 -3.37 -0.679 -0.00231 -0.00328 0.674  3.59   0.990           1.00
#> # … with 1 more variable: coefficient_of_variation <dbl>