You have access to a dataset concerning inventory shortages, characterized by the following fields:
- Date
- Country
- Company
- Product
- Stock status (boolean)
Your task is to derive the following metrics for each company:
- Completely free of stock shortages
- Experienced a shortage in a single country
- Faced shortages in multiple countries simultaneously
What business-related hypotheses could be formulated based on these metrics and the observed outcomes?