In your school you will have pupils who fall in to more than one category of vulnerability. For example, you may have pupils who are persistent absentees, and also have special educational needs, and also qualify for pupil premium monies. Identifying pupils with multiple needs can be difficult, but using Power BI can help. Here’s an example:


Once you have watched the video, you can explore an interactive version below. In the interactive version I’ve added prior attainment graphs. Click on the high attaining pupils and watch the impact on other graphs.