Did try to identify the correlation between STTF and SPT.
Based on pure data: Correlation between SPT and STTTF is 47.29% where as correlation between STTF and SPT is 12.65%.
Which means SPT trades drive the price of STTF and not the other way around. Do correct me if there are issues with my data.