Is there a Python equivalent of R way of finding last non-NA date in prior week

Question

My sample dataset looks like as below:

txn_time = pd.DataFrame({\'ID\':[1,1,1,1,1,2,2,3,3],
                       \'Start_Date\':[\'2017-08-25\',\'2017-08-25