Shap value visualization in power bi

[jvandyck]

Hi

I am trying to visualize the output of a prediction model.

I have features, and these features produce a probability of the target. The output also includes the shap value of each feature, meaning the influence it has on the probability of the target.

The visualisation looks like this:

Each line is a feature and each bubble represents an observation. The colors indicate the value of the feature. The influence is on the X-axis. 

EG. the first feature, seniority in company: red means higher seniority and blue means lower seniority. The chart shows that lower seniority has a positive impact on the probability of the target, whereas higher seniority has a negative impact.

I am not able to find a PBI visualisation capable of showing this? Any siuggestions? Anyone who has developed something alike in python and imported it in pbi?

[lbendlin]

Would you mind providing some sample data?

Example Gallery | Vega-Lite

[jvandyck]

Thanks, a sample with explanation can be found here: https://acerta-my.sharepoint.com/:f:/g/personal/joos_van_dyck_acerta_be/Eqg3ZcJxz79LhEQNoCM-cH0BrORG...

[giammariam]

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@jvandyck wrote:

Thanks, a sample with explanation can be found here: https://acerta-my.sharepoint.com/:f:/g/personal/joos_van_dyck_acerta_be/Eqg3ZcJxz79LhEQNoCM-cH0BrORG...

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@jvandyck, this link has expired. Can you renew it? Thanks.