https://github.com/hafidaso/competition-analyzing-crimes-in-la

https://github.com/hafidaso/competition-analyzing-crimes-in-la

Last synced: 9 days ago
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• Host: GitHub
• URL: https://github.com/hafidaso/competition-analyzing-crimes-in-la
• Owner: hafidaso
• License: other
• Created: 2023-09-05T16:51:28.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-09-06T19:21:57.000Z (over 1 year ago)
• Last Synced: 2024-11-11T04:39:33.610Z (2 months ago)
• Language: Jupyter Notebook
• Size: 18.1 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# LAPD Crime Data Analysis (2020-2022)

This project provides a comprehensive analysis of crime patterns in Los Angeles based on LAPD's crime dataset spanning 2020 to 2022.

![Image](https://github.com/hafidaso/Competition-Analyzing-Crimes-in-LA/blob/main/la_skyline.jpg)

## Table of Contents

- [Overview](#overview)

- [Dataset Description](#dataset-description)

- [Key Insights](#key-insights)

- [Technologies Used](#technologies-used)

- [Results](#results)

- [Contributing](#contributing)

- [License](#license)

- [Contact](#contact)

## Overview

The primary objective of this analysis is to uncover trends and patterns in crime data, which can aid the LAPD in decision-making, resource allocation, and strategic planning.

## Dataset Description

The dataset comprises several attributes, including date of occurrence, area, crime type, victim details, and more. [More details here](https://github.com/hafidaso/Competition-Analyzing-Crimes-in-LA/blob/main/data.zip).

## Key Insights

- Peak crime times are Fridays and late evenings (6 PM-12 AM).

- The Central area emerges as a significant hotspot for crimes.

- Residential zones witness high incidences of identity thefts and intimate partner assaults.

- Handguns and firearms are predominantly used in violent crimes.

[See detailed analysis and visualizations here](https://github.com/hafidaso/Competition-Analyzing-Crimes-in-LA/blob/main/Competition%20-%20Analyzing%20Crimes%20in%20LA.ipynb).

## Technologies Used

- Python

- Pandas

- Matplotlib

- Scikit-learn

## License

[License](https://github.com/hafidaso/Competition-Analyzing-Crimes-in-LA/blob/main/LICENSE)

## Contact

- 📧 Email: [[email protected]](mailto:[email protected])

- 🌐 Website: [https://ymadigital.com/](https://ymadigital.com/)

- 🔗 LinkedIn: [Hafida Belayd](https://www.linkedin.com/in/hafida-belayd/)