During the past March & April, I focused on writing my thesis. Since most of my thesis covered data presentations, I did a deep research about how to plot the graphs. The software that I used including MATLAB, R studio and Excel. MATLAB was used to measure the fit of the model. R studio was used to do the clustering. Excel was used to organize all the data I have neatly. The workload was quite heavy since I had do that for all 90 movies in the data set.