This week, I finished outlining my research paper. My research paper will include data cleansing and the methods of documenting data, what a typical data science project entails, and a description of what the NPS is and helps accomplish. Additionally, it will contain a brief introduction to the Tableau software. Finally, the final product will be data visualization via graphs and statistical data. At the end of my paper, I will have a couple of paragraph conclusion of my data, its significance, and a summary of my research.