Simulate analyzing paginated API responses containing user records with nested addresses, order histories, and metadata. Build tools to flatten nested structures, filter by multiple criteria, aggregate statistics, handle missing keys safely, and transform data shapes. Learn dict operations, defaultdict, nested data traversal, error handling, and data pipeline patterns.