I am currently working on a project that needs product range analysis. It's an ecommerce dataset that has 7 columns: InvoiceNUm, StockNum, Description, Quantity, InvoiceDate, UnitPrice and CustomerID. This means I have to create a category for all the products and I can only create category names based on the description column.
Below is a sample list of description and the category that I need to create.
How do I approach the task of creating category for each product description? Like which model suits this problem? Any suggestions highly appreciated. Thanks in advance.