REDCapCAST/reference/parse_data.md

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# Helper to auto-parse un-formatted data with haven and readr
Helper to auto-parse un-formatted data with haven and readr
## Usage
``` r
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
``` r
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 ...
```