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Spotfire Ideas Portal
Status Future Consideration
Product Spotfire
Categories Visualization
Created by Guest
Created on Sep 9, 2016

Add Probability Scale to Scatter Plot Visualizations

It would be great if the option for Probability Scale in Spotfire Scatter Plot Visualizations was created.  That way, Probability Plots could be created like the one attached (created in Excel).

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  • Admin
    Niklas Amberntsson
    Reply
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    Dec 15, 2017

    Thanks Ben, that helps.

  • Guest
    Reply
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    Nov 30, 2017

    Hey Niklas,

    I’ll chime in here as it’s been over a year since Jonathan posted this idea, and he may have moved on from this idea.

    What we are looking for from SpotFire is to be able to calculate the cumulative normal distribution or cumulative distribution function (CDF).

    Excel can handle this request via NORM.DIST(x,mean,standard_dev,cumulative).  When cumulative = True, Excel returns the cumulative distribution function.  When cumulative = False, Excel returns the probability mass function.  If you want to read up, here is Microsoft’s page on the function:

    https://support.office.com/en-us/article/NORM-DIST-function-edb1cc14-a21c-4e53-839d-8082074c9f8d?ui=en-US&rs=en-US&ad=US

    Spotfire has a NormDist(x, mean, standard_dev) function, but no ability to produce a cumulative distribution function, this is what we are needing enhanced to produce the CDF.

    SpotFire does have NormInv(p, mean, standard_dev) which is the quantile function, or inverse to the cumulative distribution function. Which is used to produce a q value from a p value.  Not quite what we are looking for, but rather, the exact opposite.

    I attached an excel spreadsheet with the following:

    • Column A: Random Data Set
    • Column B: Arithmetic approximation of the CDF
    • Column C: DIST(x,mean,standard_dev,cumulative = TRUE) – This is the CDF
    • Column D: DIST(x,mean,standard_dev,cumulative = FALSE)

    I also attached a DXP showing how all this charts out in SpotFire.  SpotFire is handling the NormDist function in a very different way than Excel.  If you can offer up why this is, I would appreciate it.

    Thanks, Ben.

  • Admin
    Niklas Amberntsson
    Reply
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    Nov 22, 2017

    Jonathan, thanks for sharing your input. It is not entirely clear to me what your request is. I see that the scatterplot you have attached has a scale on the right that shows for example P98, P99 etc. Do you mean that it is just to put a P in front of the value, or is there a more elaborate need?

    There is also a little table on top of the scatterplot that provides some additional stats - but this is perhaps nto what you are referring to in your idea?

  • Guest
    Reply
    |
    Nov 20, 2017

    +1 for this feature, also minor grid lines on x-axis log scale, and ability to lock x-scale log range.

9 MERGED

Probability scale

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over 8 years ago in Spotfire / Visualization 1 Future Consideration