Why are you looking data for a long period of time? Nowdays, you can use data for a shorter period of time ( 2015-2021), and modelling your variables in Bayesian statistics. Markov chain can stimulate the data into larger samples from small samples. No need to use a long historical data, unless modelling is a problem for you