An approach for collection and presentation of runtime data semantics. At least one of code-coverage history, system runtime history and code version information are received. An inspection line of code or variable(s) are received and runtime data semantics is retrieved from at least one of code-coverage history, system runtime history and code version information. The runtime data semantics are filtered based on the inspection line of code and/or variable(s) and are output.