This is health care research raw data in SAS dataset format for analysis and visualizations, I have used SAS programming to remove the duplicates, error, blank presented in the data, further manipulated (merging, sorting etc) as per the client requirement and then prepared a newly cleaned data sets for analysis and visualization. I have used same programming for analysis and visualization to create output and draw a report and result of the data.