This project is looking at the Northwind company's data and utilizing hypothesis tests to give the company some recommendations. The Northwind database is a free, open-source dataset created by Microsoft containing data from a fictional company.
- Do discounts have a statistically significant effect on the number of products customers order? If so, at what level of discount?
- Do discounts have a statistically significant impact on the revenue produced for a given order? If so, what level(s) of discount increase revenue?
- Do different regions generate more revenue? Are discounts a factor of that?
- Do different offices generate more revenue for the company?
The data from this project is provided by Microsoft. The mapping of the database is pictured below:
- Jupyter Notebook
- Presentation with recommendations for Northwind
- The original database in sqlite format
Here is the link to the blog I wrote while completing this project: https://roweyerboat.github.io/fun_with_multicomparisons