🇺🇦 Ukraine Crisis Prediction Hub
Multi-factor regional risk forecasting with Explainable AI
All Regions
Low <25%
Medium 25-50%
High 50-75%
Critical >75%
📈 12-Month Risk Trend (All Categories)
📊 Current Risk Breakdown by Category
🧠 XAI: Prediction Factors & Weights
Click a region on the map to see detailed prediction factors and their contribution to risk scores.
🗂️ Source Dataset Parameters
| Parameter | Value | Source | Updated | Impact |
|---|
📚 Data Sources & Methodology
ACLED Conflict Data
Armed conflict events, fatalities, actor involvement. Updated weekly.
UN OCHA Humanitarian
IDP flows, humanitarian access, shelter needs assessment.
Ukrenergo Grid Data
Power generation capacity, transmission status, outage reports.
WHO Health Facilities
Hospital operational status, bed capacity, medicine availability.
UNHCR Displacement
Refugee movements, return patterns, population estimates.
FAO Food Security
Crop production, supply chains, market prices, food access.