One of the main pieces of data available for each area is Incapacity Benefits for Mental Health issues.

Here, for example, is the portal to the London Data Sets.

The Equality and Human Rights Commission (EHRC) website might lead to a table of data from across the UK.

When I had access to this data before, it was as an Excel spreadsheet called EqualityAndDiversityTool v1.1