If you have time series data on daily or weekly frequency then you can use any of DCC models such as DCC, ADCC and AGDCC. Please make sure to have at least 400 observations. This estimation will convey the dynamic relationship among the two variables over time. This is a popular approach to estimate return correlations of two assets in Finance literature.