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How to get Optimum Lag with Data2 tends to catch up more on the upside than on the downside of data1

Data Science Asked by Bapt on March 14, 2021

Hope you are doing well!!
I have two time series, Data1 and Data2 from 01/01/2017 to 01/01/2020,
I did a cross correlation with all the dates (from 01/01/2017 to 01/01/2020) to get the optimum lag, however Data2 tends to catch up more on the upside than on the downside, so the lag has to be different, And from 01/01/2017 to 01/01/2020 I’m sure that the lag found with the cross correlation function will not be representative for all data,
My question is How can resolve that ? I mean how can I built a trend indicator to then get the best lag ?
Thanks

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