A case study is a research strategy that uses "an empirical inquiry that investigates a phenomenon or setting" in its real life context; it is an in-depth study of an instance, event, or situation.
When you compare more than one case study, it's called comparative case study research. You may identify themes when engaging with multiple examples and cases.