Automatic per-variable summary of a table (meta-level extraction)

Automatic per-variable summary of a table (meta-level extraction)

Usage

morie_eda_summary(x, digits = 3L)

Arguments

x

A data.frame / morie_eda_table.

digits

Numeric precision for the reported statistics (EA4.1).

Value

A data.frame with one row per variable giving its class / storage mode, missing count, and (for numeric variables) rounded summary statistics.

Examples

morie_eda_summary(mtcars, digits = 2)
#>    variable   class storage_mode n_missing   mean     sd   min    max
#> 1       mpg numeric       double         0  20.09   6.03 10.40  33.90
#> 2       cyl numeric       double         0   6.19   1.79  4.00   8.00
#> 3      disp numeric       double         0 230.72 123.94 71.10 472.00
#> 4        hp numeric       double         0 146.69  68.56 52.00 335.00
#> 5      drat numeric       double         0   3.60   0.53  2.76   4.93
#> 6        wt numeric       double         0   3.22   0.98  1.51   5.42
#> 7      qsec numeric       double         0  17.85   1.79 14.50  22.90
#> 8        vs numeric       double         0   0.44   0.50  0.00   1.00
#> 9        am numeric       double         0   0.41   0.50  0.00   1.00
#> 10     gear numeric       double         0   3.69   0.74  3.00   5.00
#> 11     carb numeric       double         0   2.81   1.62  1.00   8.00