 saw a 380 percent increase in purchases, while charcoal, which you'll need for grilling, also shot up in sales by 222 percent. That counts as food in this case. Potato salad came in third as the most popular dish with a increase of 177 percent. Baby back ribs, fourth. While sure, hot dog buns made the list without actual mention of the dogs themselves.