Investigating a dataset

The project was about investigating, would the patients be committed to show up for their appointments on time or they would not show up, so i have to investigate based on what factors the patient would show up and on other hands they would not, alternatively i had to analyze the dataset and do some comparisons in terms of the columns which were provided then i had to visualize them in order to come up with a conclusion which would tell me if this certain patient would show up for his appointment or not , so i did multiple charts and then compared them in order to come up with a final answer for this question and other several questions.