An organization wants to analyze crisis events across global locations to improve response time, reduce financial loss, and strengthen preparedness strategies.
Business Questions
Which crisis types occur most frequently?
Which crises cause the highest financial loss?
How does response time impact severity?
Which locations are high-risk zones?
Which departments perform best in crisis handling?
Are preventive actions reducing recurring crises?
Dataset Features
20 Global Locations
Risk Profiles (High / Medium / Low)
Office Hierarchy (HQ / Regional / Local)
Seasonality Patterns (Monsoon, Cyber Peaks)
Financial Loss, Downtime, People Impact
Deliverables
KPI Dashboard (Total Crises, Avg Response Time, Financial Loss)