You say that you update the ItemsSource observable collection in the viewmodel. Then a CollectionChange notification of the collection should be raised.
Then the filters should be applied over the entire data (the old one and the newly added one).
The DistinctFilters list should be also updated.
What is the action (NotifyCollectionChangedAction) when the CollectionChanged event is raised?
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