Trying to get my regression results was the worse. Not only did it take a long time to do but it was hard for me to interpret the results. One thing I learned was do not do your regression analysis the day before your presentation. I had to stay up all night with John and Purity working on the regression analysis trying to get the results. Creating dummy variables took the longest time and trying to interpret my results was a bit hard for me. What I discovered so far based on my results was that it supports my hypothesis and that is all that matters. Shout out to John for all the help because it came in clutch.