R/compas_data.R

In bradleyrava/fasi: Implements the Fair Adjusted Selective Inference (FASI) procedure

#' ProPublica's Compas recdivism data
#'
#'
#'
#' @format A data frame with 6172 rows and 17 variables:
#' \describe{
#' \item{age}{numeric}
#' \item{c_charge_degree}{c_charge_degree}
#' \item{race}{race}
#' \item{age_cat}{age category}
#' \item{score_text}{compas score text}
#' \item{priors_count}{number of priors}
#' \item{days_b_screening_arrest}{numeric}
#' \item{decile_score}{compas decile score}
#' \item{is_recid}{is_recid}
#' \item{two_year_recid}{two_year_recid}
#' \item{c_jail_in}{c_jail_in}
#' \item{c_jail_out}{c_jail_out}
#' \item{row_num}{row number}
#' \item{score_prob}{1 divided by the decile score}
#' \item{is_recid_new}{2 if recdivated and 1 if they did not. This fits the notation of the FASI paper.}
#' \item{race_factor}{race converted as a factor variable}
#' \item{sex}{male or female}
#' }
#' @source \url{https://github.com/propublica/compas-analysis}
"compas_data"