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Seasonal and irregular variations are crucial for understanding trends in data over time. Seasonal variations reflect predictable patterns that occur at specific intervals, such as increased retail sales during holidays, allowing businesses to plan and allocate resources effectively. Irregular variations, on the other hand, capture unexpected fluctuations caused by unforeseen events, such as natural disasters or economic crises, which can significantly impact decision-making and forecasting. Together, they provide a comprehensive view of data behavior, enabling more accurate analysis and strategic planning.

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