https://github.com/AriqF1/prediction_criminal

This repository contains the code and documentation for a crime data analysis project using a criminal dataset from San Francisco.
https://github.com/AriqF1/prediction_criminal

analytics heatmap-visualization jupyter-notebook python

Last synced: 4 months ago
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This repository contains the code and documentation for a crime data analysis project using a criminal dataset from San Francisco.

• Host: GitHub
• URL: https://github.com/AriqF1/prediction_criminal
• Owner: AriqF1
• License: mit
• Created: 2025-06-01T04:31:55.000Z (4 months ago)
• Default Branch: main
• Last Pushed: 2025-06-15T06:18:50.000Z (4 months ago)
• Last Synced: 2025-06-15T06:29:16.224Z (4 months ago)
• Topics: analytics, heatmap-visualization, jupyter-notebook, python
• Language: Jupyter Notebook
• Homepage:
• Size: 27.9 MB
• Stars: 1
• Watchers: 0
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

          
# Crime Prediction (Python)

A crime data analysis project using Python and Jupyter Notebook to visualize **high-crime hours** and **geographical crime density** with interactive heatmaps.

- Dataset: San Francisco Crime Data (884K+ rows)

- Time and location-based heatmap visualization

- Structured preprocessing pipeline

- Data exploration with Pandas & Jupyter Notebook

[![Status](https://img.shields.io/badge/status-active-success)](https://github.com/AriqF1/heatmap_criminal)

[![License](https://img.shields.io/badge/license-MIT-blue)](https://opensource.org/licenses/MIT)

[![Python](https://img.shields.io/badge/python-3.10+-blue)](https://www.python.org/)

## Features

- Preprocessing of crime data from Kaggle

- Duplicate detection and cleaning for large datasets

- Crime frequency analysis by hour and district

- Professional and modular folder structure

## Requirements

- Python 3.10+

- ipynb extension

- Pandas, NumPy, Seaborn, Matplotlib, Jupyter, Folium

## Getting Started

Clone The Repository

```bash

git clone https://github.com/AriqF1/prediction_criminal.git

cd prediction_criminal

```

## Folder Structure

```bash

heatmap_criminal/

├── data/

│   ├── 01_raw/            # Raw data from Kaggle

│   ├── 02_interim/        # Cleaned data

│   └── 03_processed/      # Analysis-ready data

├── notebooks/             # Jupyter Notebooks for EDA & visualization

├── scripts/               # Python scripts for data pipeline

├── visualization/         # Generated heatmaps and charts

├── reports/               # Final analysis, charts, and documentation

├── LICENSE

├── README.md

└── requirements.txt

```