From a sample base of over 17 million referrals from Twitter collected over the past three quarters from American websites, an average of 8.55% of all traffic originating from Twitter was invalid. Organic traffic showed an invalid rate of 10.43%, nearly twice that of paid which averaged 5.13% invalid, just barely missing Twitter’s own mDAU reporting of 5%.