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The article delves into the sophisticated problem of calculating the median within a sliding window across a data series, highlighting its significance in coding interviews and real-world applications such as high-frequency trading and time series analysis. It introduces essential data structures like binary heaps, queues, and lazy deletion dictionaries to efficiently tackle this challenge. By maintaining two heaps (min-heap for the larger half of...