in Excel Sciencing How to Generate a Random Variable With Normal Distribution How to Create a Normal Distribution with Excel. You might need to create randomized samples of normally distributed data for which the mean and the standard deviation of the distribution are known. This article describes how to easily. Normal distributions are bell shaped (that s why they are sometimes called bell curves and have a symmetrical distribution with one single peak. Computing normal distribution curves is a time consuming process by hand. However, with Excel 2007, you can make an Excel chart of the normal distribution in minutes. How to Create a Normally Distributed Set of Random Numbers Generating random numbers with normal distribution in Excel How to Create a Normally Distributed Set How to Generate a Random Variable With Normal Distribution in Excel by Scott Shpak Excel remains a common spreadsheet program as part of the Microsoft Office suite. You now theories of retailing have a normally distributed set of random numbers, based on a defined mean and standard deviation. Normally Distributed Random Number Template. Weve gone through the process of creating a random normal distribution of numbers manually.