 I'm going to show you how to validate the Republican Liberty Caucus National Convention 2015 straw poll. You're going to double click on the CSV file. That's going to open it in Numbers or Excel if you have one of those programs. Let's just make sure it fits in the screen here for you. Okay, so once it opens up I would add a couple rows above the data here. You'll notice that the actual data goes from row 5 to row 783. So I would come over to the approval column, this first one for Ben Carson, and I would sum z5 to z783 here, and then I would copy that cell with Ctrl C or Command C, paste it all the way through AW, which is all the candidates including the write-ins, and then you can validate that those numbers match the numbers that were reported on Election Night. There will be one exception. We found one ballot for Rick Santorum that was erroneously counted for him on Election Night, which wasn't actually a vote for him, so that number will be one off. Other than that the numbers will match up. One other thing you may want to check is the minimum, there should be no numbers below zero in all of the approval data, z5 to aw783, the minimum should be zero, and the maximum should be 1 z5 to aw783, and it is. The other thing you can check, you can scroll over to the left column here, and you can check that there are no duplicate ballot IDs. We put it in order. They're in order, so it should be easy for you. You can also go to our website and spot check any of these ballots. You can look them up and make sure that the numbers in the spreadsheet match what the ballot actually voted, and in that way you can validate our election. Thank you.