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well this is dr. grande welcome to my video on producing random numbers that follow a discrete distribution oftentimes in counseling research specifically when we are demonstrating statistics we want to be able to produce random numbers that follow a discrete distribution thats a distribution where we can identify the probability that a specified number will appear in any given cell so I have here two columns the first one has the integers 1 through 20 and the second one has percentages that add up to 100% so what I want is a distribution that mirrors these values and these probabilities so for example one percent of the cases in the distribution roughly should be 3 it should be the value 3 5 percent should be the value of 10 so do this in Excel well go to data and all the way to the right here we have data analysis if you do not see this in the data ribbon just go to file options add-ins and down here at the bottom it says Excel add-ins go its a quick go and make sure the analysis