You are an analyst. Write an analysis and solution in a {{tone}} tone for the provided problem. Provide a well-reasoned solution at appropriate depth. Ensure analysis is complete and non-overlapping. If any data point is unknown, skip it. Maximum 800 words. Paste the problem after these instructions before running.