Note that the NSF isn't the only agency funding science in the US. For example, the NIH spends nearly all of its $40 billion annual budget funding scientific research.

However, I think this does speak to your earlier point about politics. It's easier to get people on board with funding "health" (since everyone cares about their own health) than it is for "science"