compas_data: ProPublica's Compas recdivism data

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

ProPublica's Compas recdivism data

Description

ProPublica's Compas recdivism data

Usage

compas_data

Format

A data frame with 6172 rows and 17 variables:

age

numeric

c_charge_degree

c_charge_degree

race

race

age_cat

age category

score_text

compas score text

priors_count

number of priors

days_b_screening_arrest

numeric

decile_score

compas decile score

is_recid

is_recid

two_year_recid

two_year_recid

c_jail_in

c_jail_in

c_jail_out

c_jail_out

row_num

row number

score_prob

1 divided by the decile score

is_recid_new

2 if recdivated and 1 if they did not. This fits the notation of the FASI paper.

race_factor

race converted as a factor variable

sex

male or female

Source

https://github.com/propublica/compas-analysis

bradleyrava/fasi documentation built on May 12, 2024, 6:23 a.m.