Walter45guru/kenya-security-and-conflict

# 🇰🇪 Kenya Security & Conflict Dashboard A comprehensive Streamlit-based dashboard for analyzing security events, fatalities, and conflict patterns across Kenya's 47 counties, with special focus on election-related violence patterns. ## 🚀 Features ### 📊 **Overview Tab** - **Key Performance Indicators (KPIs)**: Total events, average events/week, total fatalities, average fatalities/week - **Event Type Distribution**: Interactive pie chart showing breakdown of security events - **Summary Statistics**: Population exposure, unique counties, data coverage - **Critical Election Security Analysis**: Historical context and recurring patterns ### ⏰ **Time Analysis Tab** - **Events Over Time**: Line charts showing temporal trends with election cycle correlation - **Fatalities Over Time**: Analysis of lethal incidents over time - **Monthly Trends**: Seasonal patterns and election-related security challenges - **Election Violence Patterns**: 2008 post-election violence and subsequent cycles ### 🗺️ **Geographic Tab** - **Top Counties by Events**: Bar charts of high-incident areas - **Top Counties by Fatalities**: Geographic distribution of lethal incidents - **County Choropleth Maps**: Interactive maps showing events and fatalities by county - **Election Violence Hotspots**: Identification of high-risk areas during electoral periods ### 🎯 **Event Types Tab** - **Event Type Distribution**: Analysis of different security incident categories - **Fatalities by Event Type**: Lethality analysis across incident categories - **Sub-Event Analysis**: Detailed breakdown of specific incident types - **Interactive Data Table**: Searchable and downloadable event data ## 🔧 Technical Features - **County Name Standardization**: Automatic mapping between CSV data and shapefile counties - **Interactive Visualizations**: Plotly charts with hover information and zoom capabilities - **Responsive Design**: Optimized for different screen sizes and devices - **Data Filtering**: Year range, regio …