Helper to auto-parse un-formatted data with haven and readr

Usage

parse_data(
  data,
  guess_type = TRUE,
  col_types = NULL,
  locale = readr::default_locale(),
  ignore.vars = "cpr",
  ...
)

Arguments

data: data.frame or tibble
guess_type: logical to guess type with readr
col_types: specify col_types using readr semantics. Ignored if guess_type is TRUE
locale: option to specify locale. Defaults to readr::default_locale().
ignore.vars: specify column names of columns to ignore when parsing
...: ignored

Value

data.frame or tibble

Examples

mtcars |>
  parse_data() |>
  str()
#> 'data.frame':	32 obs. of  11 variables:
#>  $ mpg : num  21 21 22.8 21.4 18.7 18.1 14.3 24.4 22.8 19.2 ...
#>  $ cyl : num  6 6 4 6 8 6 8 4 4 6 ...
#>  $ disp: num  160 160 108 258 360 ...
#>  $ hp  : num  110 110 93 110 175 105 245 62 95 123 ...
#>  $ drat: num  3.9 3.9 3.85 3.08 3.15 2.76 3.21 3.69 3.92 3.92 ...
#>  $ wt  : num  2.62 2.88 2.32 3.21 3.44 ...
#>  $ qsec: num  16.5 17 18.6 19.4 17 ...
#>  $ vs  : num  0 0 1 1 0 1 0 1 1 1 ...
#>  $ am  : num  1 1 1 0 0 0 0 0 0 0 ...
#>  $ gear: num  4 4 4 3 3 3 3 4 4 4 ...
#>  $ carb: num  4 4 1 1 2 1 4 2 2 4 ...