So, there are 680 food processing facilities inn every State?
Don’t think so. I think that number would be counting things that are not food processing plants at all but product manufacturing plants.
Take it up with the USDA. Google is your friend...
https://www.ers.usda.gov/topics/food-markets-prices/processing-marketing/manufacturing/