There are victims of coal / natural gas pollution and climate change as well, it's just not that spectacular.
Nuclear kills when there's unlikely accident, fossil fuels kill when everything goes according to the plan.
We don't run many power plants on oil.
Yes you're right, it's only for chemistry which brings its own trouble too (where were those little plastic particles last time I checked ? in my own body :-)). Oh and cars also...
(just making fun of you a bit, your point is good anyway)