Populating With Bots

Steamcharts list 40k people playing on steam alone. And yet I'm constantly getting matches that are filling with bots. Nor am I queuing for weird or rare game modes. How is matchmaking this bad that at least 40k+ players isn't enough to fill a match.

[Edit: All caps removed from title - ElliotLH]