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welcome back to pyrite YouTube and today a quick video on the random module and specifically the sample function to get a random sample of values and this was a real world use case where I had to pick some random emails um for some winners of t-shirts and swag so um yeah letamp;#39;s dive straight in so Iamp;#39;m at my terminal and I have a virtual environment we donamp;#39;t need any dependencies though and we have a mock CSV data because of course I donamp;#39;t want to use real emails and itamp;#39;s a simple CSV file with first name email address and phone number so Iamp;#39;m going to extract the emails and then use random sample to get a few of them and I can just do that in my Rebel and I can say with open mock data excuse me by the way this comes from macaroon which is a great website slash service to get random data so you can get all kinds of data I think Iamp;#39;ve showed this in a previous video and then you can preview it or download it and thatamp;#39;s what I d