seattledmi {microsynth} | R Documentation |
Data for a crime intervention in Seattle, Washington
Description
The dataset contains information used to evaluate a Drug Market Intervention (DMI) occurring in parts of Seattle, Washington in 2013. The data include 2010 block-level Census data and counts of crime reported by the Seattle Police, by crime type. Crime data are available for one year prior to the intervention and two years after. DMIs are an intervention intended to disrupt drug markets by targeting enforcement priorities at specific market participants. The intervention was applied to 39 blocks in Seattle's International District.
Usage
seattledmi
Format
A data frame with 154,272 rows and 22 columns, consisting of 9,642 unique blocks with 16 (quarterly) observations each. It contains the following variables:
- ID
unique Census block ID
- time
time unit (in quarters)
- Intervention
time-variant binary indicator; all treated units receive 0 pre-intervention and 1 from the start of the intervention onward, while untreated cases receive 0s throughout
- i_robbery
number of robberies reported in that block-quarter (time-variant)
- i_aggassau
number of aggravated assaults reported
- i_burglary
number of burglaries reported
- i_larceny
number of larcenies reported
- i_felony
number of felony crimes reported
- i_misdemea
number of misdemeanor crimes reported
- i_drugsale
number of drug sales reported
- i_drugposs
number of drug possession incidents reported
- i_drugs
number of drug sale or possession incidents reported
- any_crime
number of all crimes reported
- TotalPop
number of residents
- BLACK
number of African American residents
- HISPANIC
number of Hispanic residents
- Males_1521
number of male residents aged 15-21
- HOUSEHOLDS
number of households
- FAMILYHOUS
number of family households
- FEMALE_HOU
number of female-headed households
- RENTER_HOU
number of households occupied by renters
- VACANT_HOU
number of vacant housing units
Source
Demographic data obtained from the 2010 Census, and administrative crime data from the Seattle Police Department.