Cleaning numeric values for nonnumeric and large/small values, similarly for dates.

The variables included together are plotted on the same x-axis scale.

e_plot_clean_numeric_nonnum_minmax(
  dat_this,
  binwidth = 7,
  n_table = 5,
  sw_date = FALSE,
  sw_plot = TRUE,
  lab_title = NULL
)

Arguments

dat_this

data gathered with selected variables

binwidth

for histogram

n_table

is the number of table values to print

sw_date

is the value a date?

sw_plot

TRUE/FALSE switch to plot

lab_title

title before output and for plot

Value

invisible(NULL)

Examples

## requires formatting into two columns: "variables" and "values"
dat_this <-
  dat_mtcars_e %>%
  dplyr::select(
    model
  , tidyselect::starts_with("hp")
  , where(is.numeric)
  ) %>%
  tidyr::pivot_longer(
    cols      = -model
  , names_to  = "variable"
  , values_to = "value"
  ) %>%
  dplyr::select(
    -model
  )
dat_this %>% e_plot_clean_numeric_nonnum_minmax()
#> # A tibble: 40 × 2
#> # Groups:   variable [8]
#>    variable value
#>    <chr>    <dbl>
#>  1 carb      1   
#>  2 carb      1   
#>  3 carb      1   
#>  4 carb      1   
#>  5 carb      1   
#>  6 disp     71.1 
#>  7 disp     75.7 
#>  8 disp     78.7 
#>  9 disp     79   
#> 10 disp     95.1 
#> 11 drat      2.76
#> 12 drat      2.76
#> 13 drat      2.93
#> 14 drat      3   
#> 15 drat      3.07
#> 16 gear      3   
#> 17 gear      3   
#> 18 gear      3   
#> 19 gear      3   
#> 20 gear      3   
#> 21 hp       52   
#> 22 hp       62   
#> 23 hp       65   
#> 24 hp       66   
#> 25 hp       66   
#> 26 mpg      10.4 
#> 27 mpg      10.4 
#> 28 mpg      13.3 
#> 29 mpg      14.3 
#> 30 mpg      14.7 
#> 31 qsec     14.5 
#> 32 qsec     14.6 
#> 33 qsec     15.4 
#> 34 qsec     15.5 
#> 35 qsec     15.8 
#> 36 wt        1.51
#> 37 wt        1.62
#> 38 wt        1.84
#> 39 wt        1.94
#> 40 wt        2.14
#> # A tibble: 40 × 2
#> # Groups:   variable [8]
#>    variable  value
#>    <chr>     <dbl>
#>  1 carb       8   
#>  2 carb       6   
#>  3 carb       4   
#>  4 carb       4   
#>  5 carb       4   
#>  6 disp     472   
#>  7 disp     460   
#>  8 disp     440   
#>  9 disp     400   
#> 10 disp     360   
#> 11 drat       4.93
#> 12 drat       4.43
#> 13 drat       4.22
#> 14 drat       4.22
#> 15 drat       4.11
#> 16 gear       5   
#> 17 gear       5   
#> 18 gear       5   
#> 19 gear       5   
#> 20 gear       5   
#> 21 hp       335   
#> 22 hp       264   
#> 23 hp       245   
#> 24 hp       245   
#> 25 hp       230   
#> 26 mpg       33.9 
#> 27 mpg       32.4 
#> 28 mpg       30.4 
#> 29 mpg       30.4 
#> 30 mpg       27.3 
#> 31 qsec      22.9 
#> 32 qsec      20.2 
#> 33 qsec      20.0 
#> 34 qsec      20   
#> 35 qsec      19.9 
#> 36 wt         5.42
#> 37 wt         5.34
#> 38 wt         5.25
#> 39 wt         4.07
#> 40 wt         3.84