The study presents a qualitative analysis of pragmatic discourse relations as annotated on Czech texts of the Prague Dependency Treebank. A detailed study of these relations (as opposed to semantic relations) with their widest contexts reveals a considerable diversity and shows some space for improvement in the annotation scheme.