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In this video tutorial, the speaker discusses how to construct an epidemiological curve, which shows the accumulation of cases over time. The curve is essential in determining the peak of the distribution and justifying the incubation period of a disease. Factors such as gender, age, onset, and location are crucial in determining the epoch of the curve. Understanding the data set and variables is important before analyzing and interpreting the epidemiological curve.