affect our website in the end, it would have been better to implement three separate data tables instead of our one large one to show mastery of the course. If our dataset had been larger we would have wasted too much memory by using one data table. What puzzled us? • We had trouble figuring out how to implement our unit tests on the website, and our initial confusion regarding an instance vs. a database on GCP proved to be a hindrance for quite some time • Putting calls for distinct authors in our flask page as opposed to our publishers html page. Our Website