Data type assessment
Examples
mtcars |>
default_parsing() |>
lapply(data_type)
#> $mpg
#> [1] "continuous"
#>
#> $cyl
#> [1] "categorical"
#>
#> $disp
#> [1] "continuous"
#>
#> $hp
#> [1] "continuous"
#>
#> $drat
#> [1] "continuous"
#>
#> $wt
#> [1] "continuous"
#>
#> $qsec
#> [1] "continuous"
#>
#> $vs
#> [1] "dichotomous"
#>
#> $am
#> [1] "dichotomous"
#>
#> $gear
#> [1] "categorical"
#>
#> $carb
#> [1] "categorical"
#>
c(1, 2) |> data_type()
#> [1] "dichotomous"
1 |> data_type()
#> [1] "monotone"
c(rep(NA, 10)) |> data_type()
#> [1] "empty"
sample(1:100, 50) |> data_type()
#> [1] "continuous"
factor(letters[1:20]) |> data_type()
#> [1] "categorical"