Each dataset was cleaned using Excel. The following steps were taken within each dataset: Sorted and filtered data by Id to obtain how many unique users there were within the dataset. Formatted date data into MM/DD/YY date format and checked Id entries and other columns for LEN to make sure the data was correct and uniform in length