Let's look at some examples from the standard Java API:
The interface Comparable is implemented by many classes, like File and Integer, which are unrelated to each other. There's a whole list of classes which implement Comparable in the link above. That's fine, because Comparable defines only a single method (compareTo) which every class implements on its own way, without some shared code which could be beneficial to every Comparable class.
On the other hand, two classes extending a single abstract class like Format are usually closely related, like DateFormat and NumberFormat. The abstract class allows for the definition of some convenience/utility methods which are useful for every subclass.