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hi folks welcome back to the final zonal statistics tutorial in this tutorial weamp;#39;re going to print our statistics the csv file and then iamp;#39;ll show you how you can join them to your layer your vector layer in qgis so letamp;#39;s go ahead and get started the first thing iamp;#39;m going to do is just do a little cleanup iamp;#39;m going to get rid of these print statements just kind of use these to test things out we donamp;#39;t need them anymore so i want to get rid of the prints there and iamp;#39;m going to get rid of the prints here i guess iamp;#39;ll just mention too that iamp;#39;ll have this code on my website opensourceoptions.com once once weamp;#39;re done here okay and now we need to import csv the csv module so that i can print to a csv first new import csv and then i need to come down here and iamp;#39;m going to need a file name that i can save this to so weamp;#39;re going to go to the top iamp;#39;m just going to copy this fn zoneamp;#39;s fi