US Gun Violence Dataset Analysis

Dataset Overview

• Topic: US Gun Violence
• Time Span: 2013–2018
• Analysis Objective: Deeply understand US gun culture and predict which states are most dangerous and safest, as well as which months and weekdays are more dangerous or safer for citizens.

Data Content

• Basic Information: Age groups, gender, state, location, etc.
• Additional Parameters: Population, per‑capita income, unemployment rate

Analysis Methodology

• Detailed Analysis: In‑depth analysis combining basic information and additional parameters
• Predictive Model: Use socioeconomic data to predict state safety
• Risk Score: Assign appropriate weights to attributes to generate a risk score, forecasting safety for specific times (months, weekdays) and locations

Code Access Steps

1. Clone the repository: git clone <this-repo>
2. Open the .ipynd file: open it in any code editor to learn more about the predictive analysis code usage.