The item table, recommender_product, contains product categories and their similarity scores. The similarity scores are from column cntb in CFilter Example 2 Output Table cfilter_output1, which contains the number of co-occurrences of the items in product_category_a and product_category_b2.
region | product_category_a | product_category_b | product_similarity |
---|---|---|---|
Northern California | Consumer | Corporate | 13 |
Northern California | Consumer | Home Office | 13 |
Northern California | Consumer | Small Business | 13 |
Northern California | Corporate | Corporate | 13 |
Northern California | Corporate | Home Office | 16 |
Northern California | Corporate | Small Business | 17 |
Northern California | Home Office | Corporate | 13 |
Northern California | Home Office | Home Office | 16 |
Northern California | Home Office | Small Business | 16 |
Northern California | Small Business | Corporate | 13 |
Northern California | Small Business | Home Office | 17 |
Northern California | Small Business | Small Business | 16 |
The user table, recommender_user, shows the product preference (business presence) of four companies in four product categories, on a scale of 0 to 10 (10 is highest). For example, the table shows that in the Consumer product category, Walmart has a high business presence, while Staples has none. The prod_preference 0 means that the company has never viewed or bought a product in that category.
product_category | companyname | prod_preference | month |
---|---|---|---|
Consumer | Costco | 5 | December |
Consumer | Ikea | 3 | December |
Consumer | Staples | 0 | December |
Consumer | Walmart | 9 | December |
Corporate | Costco | 8 | December |
Corporate | Ikea | 5 | December |
Corporate | Staples | 1 | December |
Corporate | Walmart | 0 | December |
Home Office | Costco | 0 | December |
Home Office | Ikea | 9 | December |
Home Office | Staples | 7 | December |
Home Office | Walmart | 2 | December |
Small Business | Costco | 9 | December |
Small Business | Ikea | 0 | December |
Small Business | Staples | 8 | December |
Small Business | Walmart | 2 | December |