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Los Angeles Crime Activity Dataset
Public Safety & Security
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Free
About
This dataset provides detailed information on reported crimes within Los Angeles, spanning from 2020 up to March 2024. It is compiled from Los Angeles Police Department radio communications and subsequent investigations, offering crucial insights into crime patterns, locations, and victim demographics. The dataset's purpose is to facilitate analysis of public safety trends and support data-driven decision-making in urban planning and law enforcement.
Columns
The dataset contains 20 distinct columns, including but not limited to:
- Record Number: A unique identifier for each reported crime incident.
- Date and Time: The exact date and time when the crime was reported or occurred.
- Victim Age, Sex, Ethnicity: Demographic details of the crime victim, providing context on who is affected.
- Location: The block-level location where the crime took place, ensuring victim privacy by avoiding specific addresses.
- Weapon of Crime: Information on any weapon used during the incident.
- Status of the Case: Details regarding the current status or outcome of the criminal investigation.
Distribution
The dataset is provided in a CSV (Comma Separated Values) format, making it widely accessible for data processing and analysis. It has a file size of 218.39 MB. While a specific count of rows or records is not stated, the substantial file size indicates a large volume of crime data.
Usage
This dataset is ideal for a variety of applications and analytical tasks, including:
- Exploratory Data Analysis (EDA) and Visualisation: Gaining a preliminary understanding of crime statistics and trends through graphical representations.
- Crime Rate Prediction and Analysis: Developing models to forecast future crime rates and identify factors influencing them.
- Geospatial Analysis: Determining where and when crimes are most frequently committed, identifying high-crime areas.
- Temporal Analysis: Investigating the most common timings and dates for crime occurrences.
- Categorical Analysis: Identifying the most prevalent types of crime reported in Los Angeles.
- Divisional Analysis: Pinpointing which Los Angeles Patrol Divisions or areas report the highest volume of crime.
Coverage
The dataset's geographic scope is limited to Los Angeles. It covers a time range from 2020 through to March 2024. To protect the privacy of crime victims, addresses are presented only at the block level, and specific locations are not identified. Demographic coverage includes victim age, sex, and ethnicity.
License
CC0: Public Domain
Who Can Use It
This dataset is highly beneficial for a range of users and their specific needs:
- Data Analysts and Scientists: For in-depth crime analysis, predictive modelling, and pattern recognition.
- Researchers: To study urban crime phenomena, public safety policies, and sociological impacts.
- Urban Planners and Policy Makers: To inform strategies for community development, resource allocation, and crime prevention initiatives.
- Journalists and Public Interest Groups: To investigate and report on crime trends and their implications for the community.
- Students: As a valuable resource for academic projects focused on public safety, statistics, or data science.
Dataset Name Suggestions
- Los Angeles Crime Records 2020-2024
- LAPD Public Crime Incidents
- LA Urban Crime Data Analysis
- Los Angeles Crime Activity Dataset
Attributes
Original Data Source: Los Angeles Crime Activity Dataset
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