After having completed Chapter 7 in the P&E textbook, I feel more confident in my understanding of Chi Square tests and analyzing the credibility of hypothesis testing. For some reason, I did not get the correct percentages on question one, I believe I weighted it wrong which to me is perplexing. Regardless I found the exercise useful and I believe I was made better for doing such!