Use clustering for:
- Schools: group schools by average nutrition scores and student demand patterns.
- Menu items: group foods into simple buckets like “high demand & low nutrition,” “moderate demand & balanced nutrition,” etc.
- Time: group months/weeks that have similar food demand.
Example result:
Group 1: high demand, high profit, low nutrition (pizza, burgers)
Group 2: low demand, high nutrition (salads, fruits)
Group 3: medium demand, average nutrition (sandwiches, wraps)
Use clustering for:
Example result:
Group 1: high demand, high profit, low nutrition (pizza, burgers)
Group 2: low demand, high nutrition (salads, fruits)
Group 3: medium demand, average nutrition (sandwiches, wraps)