Basket affinity is the tendency of two items to appear in the same order. Raw co-purchase counts need context from each item's base frequency or popular items can dominate by chance.
The demo adds orders and thickens a connection between products. A strong association is only a recommendation candidate; check stock and whether the pairing helps the shopper's task.
When to use
Use it to shortlist cross-sell suggestions or joint merchandising placements.