This map below, created in ArcGIS 3D Analyst, details only those figures for cows, pigs and chickens. Darker colors in the respective food categories represent higher county-by-county animal density levels during the year. The taller 3D extrusions represent total animal sales from farms over than time.
It’s clear from this map that chickens are largely raised in the south, though a significant number appear in a tri-state region around Chesapeake Bay (a situation that’s causing serious environment implications). Pigs come from the Mid West (Iowa, mostly) and North Carolina. Cattle are concentrated through the Great Plains, as one might expect, and pockets in the West.
See a larger version.