The aim of this project is to explore the International Best Track Archive for Climate Stewardship (IBTrACS) data set. Throughout this project, I will address some claims given about the hurricane data set and use a variety of data visualization methods to either prove or disprove those claims.

The goal of this is to explore the dataset "cholangitis.csv" - which comes from a randomized, clinical trial of the immunosuppressive drug D-penicillamine at the Mayo Clinic. Patients were randomly given either D-penicillamine or a placebo in a double-blind study. The patients were people living with primary biliary cholangitis, a fatal chronic autoimmune disease of unknown cause affective the liver. There are 418 observations of 20 variables (both numeric and categorical). The study lasted about 12 years. The goal of the project is to fit a linear regression equation to the number of days a patient survives from the time of registration (n_days).