Could be. I was surprised too, having lived there and crossed at that Border Crossing a number of times.
Outside of San Diego proper, and then Coronado Island where the REAL wealth lies, that part of CA is NOT wealthy by any means. Imperial Beach was, and still IS very lower-middle class; not wealthy by ANY means.
Average house price in SD is now at $570,000. Is that low income?