using the appropriate tools to visualize trends and relationships between data
-it will be written in python on Jupyter notebook could be uploaded as an HTML file or pdf
-the data could be an excel file CSV or SQL database
-the data should be clean (no missing values) if it is then a new agreement shall be made with the approval of both parties