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in this video we talked about with statements also known as common table expressions alright so letamp;#39;s get into it and real quick if you have not watched my sub-query video yet please go do that first it basically lays the groundwork for these common table expressions or with statements so weamp;#39;re going to be using the same query that we set up in our in the sub-query video so please watch that video first itamp;#39;ll really help you understand whatamp;#39;s going on in this video but put that aside letamp;#39;s me load in the sub query that we ran in the sub query video and basically just as a refresher with this query what we wanted to do was find out the average number of orders per customer per country and so we did a sub query here where the inner query we queried the customer ID ship country and then the count as the number of orders from the orders table and then our outer query pulled out the country and then average the number of orders a column that we figure