Unlikely to be normal, but I have been doing it at a couple of places I park at this year, since I'm there for a while, have to park in the sun and the places are semi-enclosed (ie, it is fenced so random people not walking around but not secure compound level). Also, my car is 17yrs old, I got it for free and don't keep valuable items inside. I prefer leaving the window open to coming back to 38degC inside. No aircon.
The US is huge. In hot dry rural areas it's also perfectly normal to park with the windows down to avoid the interior getting even hotter. (And theft is not really a concern.)