I have a doubt: the mean depends on the timeframe I consider so could I consider the mean reverse strategy also in a time frame base? Or for the mean strategy is there a particular time frame to take in consideration?
Yes, you need to consider a particular time frame while applying mean reversion strategies. However, you can use half life equation to measure how long it would take a time series to revert to their mean.