A newer version of this project is available. See below for other available versions.
Uniform Crime Reporting Program Data: Law Enforcement Officers Killed and Assaulted (LEOKA) 1975-2015
Principal Investigator(s): View help for Principal Investigator(s) Jacob Kaplan, University of Pennsylvania
Version: View help for Version V1
| Name | File Type | Size | Last Modified |
|---|---|---|---|
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application/zip | 82.2 MB | 03/25/2018 07:02:PM |
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application/zip | 131 MB | 03/25/2018 07:23:PM |
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application/zip | 72.6 MB | 03/26/2018 09:53:AM |
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application/zip | 131 MB | 03/25/2018 07:18:PM |
Project Citation:
Project Description
All the data was downloaded from NACJD as ASCII+SPSS Setup files and cleaned using R. The "cleaning" just means that column names were standardized (different years have slightly different spellings for many columns). Standardization of column names is necessary to stack multiple years together. Categorical variables (e.g. state) were also standardized (i.e. fix spelling errors). The columns employees_per_1k_pop and officers_per_1k_pop were incorrect in the original data, showing the number of employees/officers per 10k population rather than 1k population. This was fixed.
I did not make any changes to the numeric columns except for the following. A few years of data had the values "blank" or "missing" as indicators of missing values. Rows in otherwise numeric columns (e.g. jan_asslt_no_injury_knife) with these values were replaced with NA. No other changes to numeric columns were made.
Each zip file contains all years as individual files of the specified data type. Please note that each file is quite large (2,200+ columns) so it may take time to download the zip file and open each data file.
For the R code used to clean this data, see here. https://github.com/jacobkap/crime_data.
The UCR Handbook (https://ucr.fbi.gov/additional-ucr-publications/ucr_handbook.pdf/view) describes the LEOKA data as follows:
"The UCR Program collects data from all contributing agencies ... on officer line-of-duty deaths and assaults. Reporting agencies must submit data on ... their own duly sworn officers feloniously or accidentally killed or assaulted in the line of duty. The purpose of this data collection is to identify situations in which officers are killed or assaulted, describe the incidents statistically, and publish the data to aid agencies in developing policies to improve officer safety.
"... agencies must record assaults on sworn officers. Reporting agencies must count all assaults that resulted in serious injury or assaults in which a weapon was used that could have caused serious injury or death. They must include other assaults not causing injury if the assault involved more than mere verbal abuse or minor resistance to an arrest. In other words, agencies must include in this section all assaults on officers, whether or not the officers sustained injuries."
Scope of Project
Methodology
Related Publications
Published Versions
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