diff --git a/src/data/dist/property-types.json b/src/data/dist/property-types.json
index 8c9d78c2..f909e224 100644
--- a/src/data/dist/property-types.json
+++ b/src/data/dist/property-types.json
@@ -1,45 +1 @@
-{
-    "propertyTypes": [
-        "Adult Education",
-        "Automobile Dealership",
-        "College/University",
-        "Convention Center",
-        "Courthouse",
-        "Data Center",
-        "Enclosed Mall",
-        "Financial Office",
-        "Fitness Center/Health Club/Gym",
-        "Hospital (General Medical & Surgical)",
-        "Hotel",
-        "Ice/Curling Rink",
-        "K-12 School",
-        "Laboratory",
-        "Library",
-        "Medical Office",
-        "Mixed Use Property",
-        "Movie Theater",
-        "Multifamily Housing",
-        "Museum",
-        "Office",
-        "Other",
-        "Other - Education",
-        "Other - Entertainment/Public Assembly",
-        "Other - Mall",
-        "Other - Public Services",
-        "Other - Recreation",
-        "Other - Specialty Hospital",
-        "Outpatient Rehabilitation/Physical Therapy",
-        "Performing Arts",
-        "Pre-school/Daycare",
-        "Prison/Incarceration",
-        "Residence Hall/Dormitory",
-        "Residential Care Facility",
-        "Retail Store",
-        "Senior Care Community",
-        "Senior Living Community",
-        "Strip Mall",
-        "Supermarket/Grocery Store",
-        "Wholesale Club/Supercenter",
-        "Worship Facility"
-    ]
-}
\ No newline at end of file
+{"propertyTypes": ["Adult Education", "Automobile Dealership", "College/University", "Commerce de d\u00e9tail", "Convention Center", "Courthouse", "Data Center", "Enclosed Mall", "Financial Office", "Fitness Center/Health Club/Gym", "Hospital (General Medical & Surgical)", "Hotel", "Ice/Curling Rink", "K-12 School", "Laboratory", "Library", "Lifestyle Center", "Medical Office", "Mixed Use Property", "Movie Theater", "Multifamily Housing", "Museum", "Office", "Other", "Other - Education", "Other - Entertainment/Public Assembly", "Other - Lodging/Residential", "Other - Mall", "Other - Public Services", "Other - Recreation", "Other - Services", "Other - Specialty Hospital", "Outpatient Rehabilitation/Physical Therapy", "Performing Arts", "Pre-school/Daycare", "Prison/Incarceration", "Residence Hall/Dormitory", "Residential Care Facility", "Retail Store", "Senior Living Community", "Social/Meeting Hall", "Strip Mall", "Supermarket/Grocery Store", "Urgent Care/Clinic/Other Outpatient", "Wholesale Club/Supercenter", "Worship Facility"]}
\ No newline at end of file
diff --git a/src/data/scripts/add-context-by-property-type.py b/src/data/scripts/add-context-by-property-type.py
index a764db95..7f2cbd1e 100644
--- a/src/data/scripts/add-context-by-property-type.py
+++ b/src/data/scripts/add-context-by-property-type.py
@@ -2,6 +2,7 @@
 import json
 
 path_to_buildings_csv = "./dist/building-benchmarks.csv"
+property_types_file = "./dist/property-types.json"
 
 # Columns we want to rank for and append ranks to each building's data
 building_cols_to_rank = [
@@ -47,6 +48,11 @@
 property_types = sorted_by_property_type.groups.keys()
 
 # TODO: output property_types to a json file for use in the frontend
+def generate_property_types():
+    # output property_types to a json file for use in the frontend
+    property_types_json = {"propertyTypes": list(property_types)}
+    with open(property_types_file, 'w', encoding='latin1') as json_file:
+        json.dump(property_types_json, json_file)
 
 def calculateBuildingStatistics():
     stats_by_property_type = {}
@@ -104,6 +110,6 @@ def rankBuildingsByPropertyType():
 
     building_data.to_csv(path_to_buildings_csv, sep=',', encoding='utf-8', index=False)
 
-
 if __name__ == "__main__":
     rankBuildingsByPropertyType()
+    generate_property_types()