Any analysis such as this should account for seasonality and/or some sort of trending. Not saying the results would different, but just comparing arbitrary dat

Any analysis such as this should account for seasonality and/or some sort of trending. Not saying the results would different, but just comparing arbitrary dates for this sort of data is not going to give you data to derive any meaningful conclusions.