It took Facebook (NASDAQ: FB) more than a year to go from 2 million active advertisers to 3 million. But it was able to climb from 3 million to 4 million in nearly half the time, according to COO Sheryl Sandberg. While defending Facebook’s questionable video advertising measurement reports on CNBC, Sandberg noted the company has 4 million active advertisers.