I have order data, here's a sample:
Ninety-six (96) covered pans, desinated mark cutlery. 5 vovered pans by knife co. (SEE SCHEDULE A FOR NUMBERS). 757 SOUP PANS 115 10-quart capacity pots. Thirteen (13), 30 mm thick covered pans.
I have over 50k rows of data such as this. In a perfect world, the above would need to be tabulated as such:
count, type 96, covered pan 5, covered pan 757, soup pan 115, pot 13, covered pan
Could machine learning be the correct approach for a problem such as this?