This is not strictly true. A company can pay dividends if it's profitable at any point in time. Whether it's publicly traded doesn't matter. Whether it's a good idea or not is another question.
I know, but having data on it helps. I am curious how many of these funded companies actually generate profits for their founders and how soon. It may be that despite large investments returns are slim, meaning many such startups are a waste of time.