In the paper we investigate the problem of analysis of time related information systems. We introduce notion of temporal templates, i.e. homogeneous patterns occurring in some periods. We show how to generate temporal templates and time dependencies among them. We also consider decision rules describing dependencies between some temporal features of objects. Finally, we present how temporal templates can be used to discover behaviour of such temporal features.