Credit rating agencies
The three main global rating agencies maintain extensive historic databases with default rates on bonds going back over many years that banks can use as proxies for likelihood of loan defaults. This data is proprietary but is available to subscribers who pay for their services. These are most useful for ratings of large companies in [...]