Generating random qualitative data in a pinch - Excel TV

Generating random qualitative data in a pinch

There are plenty of terrific random data generators for Excel out there. But sometimes you just need some fake data qualitative data without the fuss.

For instance, perhaps I want to generate a random list of data points with the values low, medium, or high. A simple method I recommend combines RANDBETWEEN with CHOOSE. Take a look:

=CHOOSE(RANDBETWEEN(1,3), “low”, “medium”, “high”)

All I would need to do now is use the formula above and then drag down to create a list of random, qualitative data.


If I want more weight given to a certain variable, say I want low to appear 50% of the time, I can adjust the bounds of my RANDBETWEEN and repeat the data item.

=CHOOSE(RANDBETWEEN(1,4), “low”, “low”, “medium”, “high”)

It’s not the most elegant solution, I admit. But like I said, it does well in a pinch.

  • Jon Acampora says:

    That’s a great technique! I used to use a vlookup to bring in random qualitative data, but this a much faster solution. Thanks for sharing!

  • Chris Macro says:

    Here’s how I used to do it: copy/paste, paste, paste, paste, copy/paste, paste, paste, paste, etc…yeah, pretty inefficient!

  • fahad says:

    hi,kindly guide me . i am making mistake by applying this formula

  • Chris Kottmyer says:

    I have a similar approach, but I assume rand produces a uniformly distributed distribution, which when multipled by itself acts like the the variable x in x^2. You can then use multiple rands and power commands to produce equations, which become stepwise when one of the round functions are applied. This allows for a rich variation in randomness when you encode the rounded values to qualitative data. I use this to produce simulated web traffic data, which can be used as a practice set for analysts.

  • Chris Kottmyer says:

    Example pseudo code: Choose ( roundup ( power (randbetween (1, 4), 2), 0), “low”,”middle”,”high”)

  • Chris Kottmyer says:

    E-mail me at for completely auto-generated web traffic simulation data. It’s not realistic model, but demonstrates a few different randomization techniques.

  • Hervé says:

    Hello Jordan,
    Here is a slightly shorter formula: =CHOOSE(1+4*RAND(), “one”, “low”,”medium”,”high”)
    Best regards. Hervé Thiriez.

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