Comment by jandrewrogers

Some intelligence agencies endeavor to maintain a profile of every identifiable person on the planet with data acquired by many diverse means. They have enough data to build excellent models of population coverage such that I would be surprised if they could not estimate population with high confidence.

The problem with trying to measure this as a normal person is that you don't have enough access to different types of measurements to build good models of sample bias and selection artifacts.