filled missing build form with semi-d

backend/tests/test_integration.py

@@ -186,6 +186,8 @@ recommendations = {}
 recommendations_scoring_data = []
 representative_recommendations = {}
 for p in tqdm(input_properties):
+    if p.data["property-type"] == "House" and pd.isnull(p.data["built-form"]):
+        p.data["built-form"] = "Semi-Detached"
     recommender = Recommendations(
         property_instance=p,
         materials=materials,

etl/epc/Record.py

@@ -760,6 +760,8 @@ class EPCRecord:
         if self.prepared_epc["built-form"] in DATA_ANOMALY_MATCHES:
             if self.prepared_epc["property-type"] in ["Flat", "Maisonette"]:
                 self.prepared_epc["built-form"] = "End-Terrace"
+            else:
+                self.prepared_epc["built-form"] = "Semi-Detached"
 
     def _clean_age_band(self):
         """