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Analyzing-Crime-in-Log-Angeles-

Overview

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.

Data Source

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.

Key Insights

  • Peak Crime Hours: Identified the hour with the highest crime frequency.

  • Night Crime Hotspots: Determined the top crime locations between 10 PM and 4 AM.

  • Victim Age Analysis: Categorized victims by age groups to study crime impact.

Future Work

  • Analyze crime trends over multiple years.

  • Investigate crime types and their location-based distribution.

  • Implement predictive models for crime hotspots.

This project provides actionable insights to enhance law enforcement strategies and public safety.