1. Swarm Chart

This allows you to view the clustering of data by attribute and make your own gut feeling analysis.

2. Box and Whisker Chart - Absolute Values

Similarly, the B and W allows you to view the means, standard deviation and ranges of the attributes and make your own assesment. However, because of the varying absolute values of the attributes, its hard to compare them side by side. We need to standardize the ranges of the various attributes in the usual way to produce.....

3. Box and Whisker - Standardized Values

Now you can see and compare values for all the attributes Eyeballing the data indicated that attributes such as IQR and meanfun show the most difference between male and female. This is confirmed by.........

4. Key Influencer Visual

The visual is not available with Power BI embedded so a static snapshot is shown below