Objective: The main objective of this project is to explore and analyse a secondary dataset which collected from __ampersandsignldquo;Hospital Universitario de Caracas__ampersandsignrdquo; in Caracas, Venezuela. Methods: The dataset comprises 858 patients__ampersandsignrsquo; information relating to demographic information and medical history data. There is a large number of records which are left with blank, which might be intentionally avoided by the patient due to privacy considerations. SAS Studio is utilized in data exploration and data pre-processing. Data cleaning and data transformation are conducted basing on the knowledge gathered in the process of data exploration. Afterwards, the dataset was exported from SAS Studio and uploaded to Hadoop Hortonworks platform for analysing purpose. Lastly, five hypotheses have been explored with the visualization tool of Tableau.