Descriptive and diagnostic analytics are critical to root cause analysis and decision making. Describe how the partnership with business stakeholders can change throughout the life cycle of analysis. What are ethical considerations that you should be concerned about as an analyst. How can you work with stakeholders to drive ethical decision making and the ongoing monitoring of critical business metrics?