I thought that there was no way to track how many people buy bitcoins. Would this exclusively be through a public market, then, or is bitcoin less anonymous tha

I thought that there was no way to track how many people buy bitcoins. Would this exclusively be through a public market, then, or is bitcoin less anonymous than I thought?