This project analyzes crime data in Los Angeles to identify patterns in criminal behavior and assist the Los Angeles Police Department (LAPD) in resource allocation.
The dataset is a modified version of publicly available data from Los Angeles Open Data, including attributes such as crime occurrence time, victim age, and crime location.
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Peak Crime Hours: Identified the hour with the highest crime frequency.
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Night Crime Hotspots: Determined the top crime locations between 10 PM and 4 AM.
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Victim Age Analysis: Categorized victims by age groups to study crime impact.
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Analyze crime trends over multiple years.
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Investigate crime types and their location-based distribution.
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Implement predictive models for crime hotspots.
This project provides actionable insights to enhance law enforcement strategies and public safety.