Barack$$s friend has found a small Canadian bakery for sale. He has procured some data information pertaining to the bakeries operations which he provided to Barack. Barack is seeking your assistance in determining any patterns or insights that you provide from this data.

Required:

Based on the information provided provide a data analysis looking at the four types of analytics:

Descriptive Analytics $$What happened?$$

Diagnostic Analytics $$Why it happened?$$

Predictive Analytics $$What will happen?$$

Prescriptive Analytics $$How can we affect the future and make it happen?$$