diff --git a/etl/epc_clean/EpcClean.py b/etl/epc_clean/EpcClean.py
index 4b1beebe..64bcea91 100644
--- a/etl/epc_clean/EpcClean.py
+++ b/etl/epc_clean/EpcClean.py
@@ -75,9 +75,6 @@ class EpcClean:
             ]
         ]
 
-        # Average
-        filtered_data.groupby("lighting-description")["low-energy-lighting"].mean().reset_index()
-
         # Convert low-energy-lighting to float
         for row in filtered_data:
             row["low-energy-lighting"] = float(row["low-energy-lighting"])
@@ -93,7 +90,7 @@ class EpcClean:
 
         # Scale to between 0 and 1
         averages = [{
-            "lighting-description": correct_spelling(description.lower()) / 100,
+            "lighting-description": correct_spelling(description.lower()),
             "low-energy-lighting": total / counts[description] / 100
         } for description, total in sums.items()]
 
diff --git a/recommendations/county_to_region.py b/recommendations/county_to_region.py
index b11f0de1..b6b74ee4 100644
--- a/recommendations/county_to_region.py
+++ b/recommendations/county_to_region.py
@@ -164,6 +164,7 @@ county_to_region_map = {
     'Wakefield': 'Yorkshire and the Humber', 'West Yorkshire': 'Yorkshire and the Humber',
     'York': 'Yorkshire and the Humber',
     'Westmorland': 'North West England',
+    'Westmorland and Furness': 'North West England',
 
     # Additional mappings requried, based on what we find in the EPC database
     'Greater London Authority': 'Inner London',