Arithmetic mean for time series

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I wonder if I can use arithmetic mean in this case: I have monthly indices from 2004 to 2010. I want to compute arithmetic mean for all this period to show which index has bigger or lower rate of change. Is this procedure correct?

I have some doubts and I consider two more solutions. Maybe this procedure will be better: firstly, compute mean for each year and then mean of yearly means?