shopify president harley finkelstein is with us., how did you manage to buck the trend, what is shopify doing that everyone else ain't? harley: we are happy with how things came out. the big takeaway is that the role shopify is playing in the lives of merchants is not that of a typical software company. one of the things i mentioned on the call quite a bit was the merchant services attach rate. that is the amount of services and the value we create for merchants. the big difference is we are not just an e-commerce provider anymore. we are a retail partner with physicals retail, we are the logistics partner, and with audiences we are now their advertising partner in some cases, too. so we saw a 2.4% working attachment rate in q3. that was really good. on the revenue side, revenue came in at $1.4 billion. but i also think what the street and investors wanted to see was operating discipline. we saw adjusted gross profit of over 86 million dollars. that is up 11%. when they see that plus year on year declining operating expense growth,