I can assess data visually and programatically to get the quality and tidness data issues.. Then, I work on these issues in cleaning phase. In cleaning, I define, code, and test each issue I got in assessment step until I get a clean dataset. I use jupter notebook to finish all these tasks. The jupter provide a good inviroment for data scientist tasks.