I'm using 8 different variables (with daily observations) with the purpose to compare different months across the historical data. For that purpose I calculate the correlation between each month and the historical months in the data and then calculate the Euclidean distance in order to find the closer month.
Does it make sense? Is there any literature regarding such experiments?