Gathering data from different resources Assess gathered data programmatically and manually Clean assessed data to keep tidiness and high quality data Visualize cleaned data and report findings Gather using different python modules (requests, json, open, ...etc.) Assess using python pandas, numpy modules Clean using pandas, query modules Visualize using seaborn, matplotlib python modules