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LAPD Reported Crime Data
Public Safety & Security
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About
Records criminal activities reported and documented by the Los Angeles Police Department (LAPD) spanning a period from 2020 up to the present day. This resource offers essential raw data for researchers and analysts interested in understanding urban crime patterns, temporal shifts in law enforcement data, and demographic details concerning victims in the Los Angeles metropolitan area.
Brief Description
The data originates from the United States government's open data website, Data.gov, capturing every crime incident formally reported to the LAPD. It serves as a vital tool for examining the nature of public safety issues in Los Angeles, tracking crime statuses, methods of operation (Modus Operandi), and the locations of various incidents over a nearly four-year span.
Columns
- DR_NO: A unique identification number assigned to each specific reported crime.
- Date Rptd: The calendar date on which the crime was officially reported to authorities.
- DATE OCC: The calendar date when the actual crime incident occurred.
- TIME OCC: The time of day when the crime occurred, recorded numerically.
- AREA NAME: The name designating the police administrative area associated with the crime location (e.g., Central, 77th Street).
- Crm Cd Desc: A description detailing the specific type of crime (e.g., VEHICLE - STOLEN, BATTERY - SIMPLE ASSAULT).
- Vict Age: The age of the victim involved in the incident.
- Vict Sex: The stated gender of the victim (e.g., M, F).
- Vict Descent: The ethnic background of the victim.
- Premis Desc: The type of location or venue where the crime took place (e.g., STREET, SINGLE FAMILY DWELLING).
- Weapon Desc: A description of the weapon employed during the commission of the crime, if applicable (e.g., STRONG-ARM).
- Status Desc: The current description of the investigative status of the reported crime (e.g., Invest Cont - Investigation Continuing).
- LOCATION, LAT, LON: Geographic coordinates and the street address where the incident was recorded.
Distribution
The information is delivered in CSV format, specifically the file named
Crime_Data_from_2020_to_Present.csv. The file size is approximately 212.06 MB and features 28 columns. The dataset contains roughly 830,000 valid records. While the file covers crime reported between 1 January 2020 and 30 October 2023, updates are expected on an annual basis.Usage
This data product is suited for a variety of analytical tasks, including large-scale Data Visualization efforts to pinpoint high-risk areas, statistical modeling to predict future crime hotspots, and Exploratory Data Analysis to identify underlying socioeconomic or temporal factors influencing crime rates. It supports research into local law enforcement efficacy and public safety policy formulation.
Coverage
The geographic scope is limited to the city of Los Angeles, United States. The temporal span ranges from the beginning of 2020 through to late 2023. It contains information on victim age (ranging from negative values to 120, with a mean age of about 30), sex, and descent. Note that certain fields, such as weapon usage details (Weapon Used Cd/Weapon Desc), have a substantial volume of missing values (approximately 65%).
License
CC0: Public Domain
Who Can Use It
Intended users include urban planners assessing community safety needs, data scientists developing machine learning models for risk assessment, journalists creating data-driven reports on local policy, and academic researchers studying criminology, sociology, and demographics.
Dataset Name Suggestions
Los Angeles Crime Incidents 2020-2023; LAPD Reported Crime Data; LA Metropolitan Crime Records; US City Public Safety Data.
Attributes
Original Data Source: LAPD Reported Crime Data
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