For this project I had to create a decision tree diagram with python that can be used to predict the likelihood of a person having diabetes depending on various health variables such as age, smoking history, presence of heart disease, and BMI. I used this decision tree to determine which types of patients have the most and least likelihood of diabetes, as well as forecasting the likelihood of diabetes in specific scenarios.