{"part":"task","text":"# Datasets\nPass a dataset's id as the `dataset` argument.\n{\n \"id\": \"eckhouse_metrics_management\",\n \"rows\": 1085,\n \"description\": \"This dataset is an agency-year panel that links police-reported crime, clearances, and unfounded counts to population, mortality, and local political context, tracking the timing and status of metrics-focused management practices within U.S. law enforcement agencies. The unit of observation is the police agency by calendar year, identified by a standard agency code and geographic identifiers.\\n\\nThe variables are:\\nAGENCY: Agency name used in reporting\\nYEAR: Calendar year of the observation for the agency\\nORI: Agency's Originating Agency Identifier used in federal crime reporting systems\\nSTATE: State of the agency's jurisdiction\\nCOUNTY: County of the agency's jurisdiction\\nPOP: Jurisdiction population for the agency-year (denominator for rate variables)\\nCOMPSTAT: Indicator for adoption of a metrics-focused management program by the agency\\nCOMPSTATDATE: Date (or year) of the agency's program adoption as recorded in the source\\nHASCOMPSTAT: Indicator equal to 1 in years at or after adoption, and 0 otherwise\\nYEAR.UNFOUNDED.MURDER: Count of homicides deemed unfounded in the agency-year\\nYEAR.UNFOUNDED.RAPE.TOT: Count of rapes deemed unfounded in the agency-year\\nYEAR.UNFOUND.AUTO.THFT: Count of motor vehicle thefts deemed unfounded in the agency-year\\nYEAR.ACT.NUM.MURDER: Count of homicide offenses known to the agency in the year (UCR \\\"\\\"actual\\\"\\\" offenses)\\nYEAR.ACT.NUM.RAPE.TOT: Count of rape offenses known to the agency in the year\\nYEAR.ACT.NUM.ASSAULT.TOT: Count of aggravated assault offenses known to the agency in the year\\nYEAR.ACT.VHC.THFT.TOT: Count of motor vehicle theft offenses known to the agency in the year\\nYEAR.ACT.ALL.FIELDS: Total \\\"\\\"actual\\\"\\\" offenses across included categories in the agency-year\\nYEAR.TOT.CLR.MURDER: Number of homicide offenses cleared (by arrest or exceptional means) in the agency-year\\nYEAR.TOT.CLR.RAPE.TOT: Number of rape offenses cleared in the agency-year\\nYEAR.TOT.CLR.ASSAULT.TOT: Number of aggravated assaults cleared in the agency-year; YEAR.TOT.CLR.VHC.THFT.TOT: Number of motor vehicle thefts cleared in the agency-year\\nYEAR.TOT.CLR.ALL.FIELDS: Total clearances across included categories in the agency-year\\nSHAREPT2: Share of Part II arrests in total arrests (proportion)\\nclearrate: Overall clearance rate across included offense categories (clearances divided by offenses)\\nunfoundrapepct: Percent of reported rapes deemed unfounded\\nmurderclearrate: Clearance rate for homicide\\nrapeclearrate: Clearance rate for rape\\nassaultclearrate: Clearance rate for aggravated assault\\nunfoundmurderpct: Percent of reported homicides deemed unfounded\\nunfoundassaultpct: Percent of reported aggravated assaults deemed unfounded\\nPART1arrests: Count of arrests for UCR Part I offenses in the agency-year\\nPART2arrests: Count of arrests for UCR Part II offenses in the agency-year\\npopblackpct: Percent of the jurisdiction's population identified as Black/African American\\npopwhitepct: Percent of the jurisdiction's population identified as White\\nunfoundautopct: Percent of reported motor vehicle thefts deemed unfounded\\nyearssincecompstat: Years elapsed since the agency's adoption year (constructed relative to COMPSTATDATE)\\nFIPS_PLACE_ID: FIPS place identifier for the agency's primary jurisdiction\\ncdcHomicide: Cause-specific mortality measure for homicide matched to the agency's geography (level/units follow source coding)\\ncdcSuicide: Cause-specific mortality measure for suicide matched to the agency's geography (level/units follow source coding)\\ncdcUndetermined: Cause-specific mortality measure for undetermined intent matched to the agency's geography (level/units follow source coding)\\ncdcUnintentional: Cause-specific mortality measure for unintentional injury matched to the agency's geography (level/units follow source coding)\\nhaselection: Indicator equal to 1 if a relevant local election occurred for the agency's jurisdiction in that year\\nyears_since_election: Years since the most recent relevant local election for the agency's jurisdiction\\npartisantotal: Summary measure of local political partisanship for the jurisdiction (construction follows source coding)\\nincidentsperpop: Total incidents per population (offenses divided by POP), a per-capita incident rate\\nautoclearrate: Clearance rate for motor vehicle theft\\nYEAR.ACT.NUM.KILLINGS: Count of killings as coded in the source (maintained separately from homicide for internal consistency and checks)\",\n \"columns\": {\n  \"AGENCY\": \"str\",\n  \"YEAR\": \"int64\",\n  \"ORI\": \"str\",\n  \"STATE\": \"str\",\n  \"COUNTY\": \"float64\",\n  \"POP\": \"int64\",\n  \"COMPSTAT\": \"int64\",\n  \"COMPSTATDATE\": \"int64\",\n  \"HASCOMPSTAT\": \"int64\",\n  \"YEAR.UNFOUNDED.MURDER\": \"int64\",\n  \"YEAR.UNFOUNDED.RAPE.TOT\": \"int64\",\n  \"YEAR.UNFOUND.AUTO.THFT\": \"int64\",\n  \"YEAR.ACT.NUM.MURDER\": \"int64\",\n  \"YEAR.ACT.NUM.RAPE.TOT\": \"int64\",\n  \"YEAR.ACT.NUM.ASSAULT.TOT\": \"int64\",\n  \"YEAR.ACT.VHC.THFT.TOT\": \"int64\",\n  \"YEAR.ACT.ALL.FIELDS\": \"int64\",\n  \"YEAR.TOT.CLR.MURDER\": \"int64\",\n  \"YEAR.TOT.CLR.RAPE.TOT\": \"int64\",\n  \"YEAR.TOT.CLR.ASSAULT.TOT\": \"int64\",\n  \"YEAR.TOT.CLR.VHC.THFT.TOT\": \"int64\",\n  \"YEAR.TOT.CLR.ALL.FIELDS\": \"int64\",\n  \"SHAREPT2\": \"float64\",\n  \"clearrate\": \"float64\",\n  \"unfoundrapepct\": \"float64\",\n  \"murderclearrate\": \"float64\",\n  \"rapeclearrate\": \"float64\",\n  \"assaultclearrate\": \"float64\",\n  \"unfoundmurderpct\": \"float64\",\n  \"unfoundassaultpct\": \"float64\",\n  \"PART1arrests\": \"float64\",\n  \"PART2arrests\": \"float64\",\n  \"popblackpct\": \"float64\",\n  \"popwhitepct\": \"float64\",\n  \"unfoundautopct\": \"float64\",\n  \"yearssincecompstat\": \"int64\",\n  \"FIPS_PLACE_ID\": \"int64\",\n  \"cdcHomicide\": \"int64\",\n  \"cdcSuicide\": \"int64\",\n  \"cdcUndetermined\": \"float64\",\n  \"cdcUnintentional\": \"float64\",\n  \"haselection\": \"int64\",\n  \"years_since_election\": \"int64\",\n  \"partisantotal\": \"int64\",\n  \"incidentsperpop\": \"float64\",\n  \"autoclearrate\": \"float64\",\n  \"YEAR.ACT.NUM.KILLINGS\": \"int64\"\n }\n}"}