Hello Aditya, I have not tried particular use case with ARIMA/SARIMA; ARIMA/SARIMA are more popular for uni-variate analysis. For multivariate complex relationships and in case of large data size, I would rather prefer modern ML algorithms which are more robust and some of them can handle categorical variables too.