Run the full Chicago Police Department analysis suite

Aggregates the applicable descriptive, predictive-policing, and fairness analyses for Chicago crime + arrests data, mirroring morie_otis_all_analyses and morie_siu_all_analyses.

Usage

morie_cpd_all_analyses(crime_df = NULL, arrests_df = NULL, out_dir = NULL)

Arguments

crime_df

Optional Chicago crime data frame; NULL (default) loads the bundled Chicago crime fixture (offline).

arrests_df

Optional Chicago arrests data frame (carries a race column); NULL loads the bundled arrests fixture.

out_dir

Optional directory to write per-surface outputs.

Value

A named list of rich-result surfaces: crime_by_type, arrests_by_area (predpol area concentration), temporal, and arrest_race_disparity (fairness).

See also

morie_predpol_aggregate_areas, morie_fairness_disparate_impact

Examples

# \donttest{
res <- morie_cpd_all_analyses()
names(res)
#> [1] "crime_by_type"         "arrests_by_area"       "temporal"             
#> [4] "arrest_race_disparity"
# }