Convert Categorical Representations of Logicals to Actual Logicals.
NA N-A N/A Batman
batman is a package for taking representations of logical values commonly found in qualitative and categorical data, and mapping them to actual logical values.
In survey data and similar it's not uncommon to see logical values represented as things like:
- "Yes"
- "No"
- "N/A"
This is nice and all, but when you throw it into R...
> as.logical(c("Yes","No","N/A"))
[1] NA NA NA
batman maps common representations to actual logicals. It contains one core function, to_logical, designed to do just that:
> library(batman)
> to_logical(c("Yes","No", "N/A"))
[1] TRUE FALSE NA
The goal is to have it not only provide this functionality, but provide this functionality in an internationalised way - with support for as many languages as possible. If you're interested in contributing localised equivalents to TRUE or FALSE values, please open a GitHub isuse with your translations! You'll be credited in the DESCRIPTION file. See the contribution guidelines.
Please note that this project is released with a Contributor Code of Conduct. By participating in this project you agree to abide by its terms.
Installation
To get the release version:
> install.packages("batman")
To get the development version:
> library(devtools)
> install_github("ironholds/batman")
Dependencies
Other than base R, the only dependency is Rcpp, which we use for added speed when parsing strings (and it's worthwhile - the code can handle 700k strings in 137 milliseconds)