The input (sales_transaction) is sales transaction data of an office supply chain store by different geographic regions and customer segments. The column product specifies the items that are purchased by a customer in a given transaction (column orderid).
| orderid | orderdate | orderqty | region | customer_segment | prd_category | product |
|---|---|---|---|---|---|---|
| 3 | 2010-10-13 00:00:00 | 6 | Nunavut | Small Business | Office Supplies | Storage & Organization |
| 293 | 2012-10-01 00:00:00 | 49 | Nunavut | Consumer | Office Supplies | Appliances |
| 293 | 2012-10-01 00:00:00 | 27 | Nunavut | Consumer | Office Supplies | Binders and Binder Accessories |
| 483 | 2011-07-10 00:00:00 | 30 | Nunavut | Corporate | Technology | Telephones and Communication |
| 515 | 2010-08-28 00:00:00 | 19 | Nunavut | Consumer | Office Supplies | Appliances |
| 515 | 2010-08-28 00:00:00 | 21 | Nunavut | Consumer | Furniture | Office Furnishings |
| 613 | 2011-06-17 00:00:00 | 12 | Nunavut | Corporate | Office Supplies | Binders and Binder Accessories |
| 613 | 2011-06-17 00:00:00 | 22 | Nunavut | Corporate | Office Supplies | Storage & Organization |
| 643 | 2011-03-24 00:00:00 | 21 | Nunavut | Corporate | Office Supplies | Storage & Organization |
| 678 | 2010-02-26 00:00:00 | 44 | Nunavut | Home Office | Office Supplies | Paper |
| 807 | 2010-11-23 00:00:00 | 45 | Nunavut | Home Office | Office Supplies | Paper |
| 807 | 2010-11-23 00:00:00 | 32 | Nunavut | Home Office | Office Supplies | Rubber Bands |
| 868 | 2012-06-08 00:00:00 | 32 | Nunavut | Home Office | Office Supplies | Appliances |
| ... | ... | ... | ... | ... | ... | ... |