Maybe as a way to rewire your intuition a bit, imagine that the population is infinite. A smooth curve. Yet if you sample 100 random points on the curve, you'll know quite a lot about it.
Only if I know the max frequency of change, though. The Nyquist rate kicks in there, after all. Right? Is why we use way way way more than 100 samples for a second of sound.