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This project uses alternative data to support economic analysis of Lebanon. It analyzes nighttime lights, mobility patterns, displacement trends, air pollution, maritime trade, aviation activity, crop conditions, and conflict events to monitor economic activity, population movements, and the impacts of conflict.