nofiupelumi/ML-Web-deployment-nigeria-security-risk-index

Nigeria Security Risk Index Dashboard (2018-2024) # Nigeria Security Risk Index Dashboard (2018-2024) ## Repository Name: nigeria-security-risk-index ## Live Demo 🌐 **View Live Dashboard** ## Overview This repository hosts the Nigeria Security Risk Index Dashboard, a comprehensive data visualization and analysis tool that presents security incident data from 2018-2024 across Nigeria's six geopolitical zones. The dashboard provides stakeholders with actionable intelligence for security planning, risk mitigation, and policy development. ## Features - **Interactive Data Visualization**: Dynamic charts and maps displaying security trends - **Regional Risk Analysis**: Comparative assessment of security challenges across Nigeria's geopolitical zones - **Incident Type Classification**: Detailed breakdown of security incidents by category and impact - **Temporal Analysis**: Year-by-year and seasonal security trend visualization - **Perpetrator Group Tracking**: Evolution of armed groups and their tactical approaches - **Future Risk Projections**: Scenario analysis with probability assessments for 2024-2026 - **Strategic Recommendations**: Evidence-based guidance for policy, operations, and private sector ## Technology Stack - HTML5/CSS3 with Tailwind CSS framework for responsive design - Chart.js for data visualization components - Font Awesome for iconography - Responsive design optimized for desktop and tablet viewing - PDF export functionality for offline documentation ## Dataset The dashboard is powered by a comprehensive dataset of 25,945 security incidents recorded between 2018-2024, including: - Geographical distribution across 36 states and FCT - Categorization by risk factor and indicator - Casualty figures (73,266 fatalities recorded) - Perpetrator attribution where available - Temporal patterns and trends - Weapon types and attack methodologies ## Key Findings - 160.8% increase in security incidents from 2018 to 2024 - 41% decrease in fatalities during the same period - North East has highest risk score ( …