diff --git a/hq_superset/models.py b/hq_superset/models.py
index a81d7b7..e9042e0 100644
--- a/hq_superset/models.py
+++ b/hq_superset/models.py
@@ -35,6 +35,8 @@ class DataSetChange:
     doc_id: str
     data: list[dict[str, Any]]
 
+    SEP = ','
+
     def update_dataset(self):
         with statsd.timed('cca.dataset_change.timer', tags=get_tags({"datasource": self.data_source_id})):
             self._update_dataset()
@@ -66,7 +68,11 @@ def _update_dataset(self):
             engine.connect() as connection,
             connection.begin()  # Commit on leaving context
         ):
-            delete_stmt = table.delete().where(table.c.doc_id == self.doc_id)
+            if self.SEP in self.doc_id:
+                doc_ids = self.doc_id.split(self.SEP)
+                delete_stmt = table.delete().where(table.c.doc_id.in_(doc_ids))
+            else:
+                delete_stmt = table.delete().where(table.c.doc_id == self.doc_id)
             connection.execute(delete_stmt)
             if self.data:
                 rows = list(cast_data_for_table(self.data, table))