Since trend analysis involves examining cyclical, seasonal, and irregular components, the correct answer is Option E (All of the above).
[Reference:, DASCA Data Scientist Knowledge Framework (DSKF) – Analytics: Time Series Decomposition and Trend Analysis.]
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