Update NYC_Motor_Vehicle_Collisions_and_Weather_Dataset.py

NYC_Motor_Vehicle_Collisions_and_Weather_Dataset.py

@@ -77,27 +77,26 @@ class NYCMotorVehicleCollisionsWeatherDataset(datasets.GeneratorBasedBuilder):
    
     def _generate_examples(self, filepath):
         with open(filepath, encoding="utf-8") as f:
-            for key, line in enumerate(f):  # Corrected variable name here
-                row = json.loads(line)  # Use 'line' to load JSON
+            for key, line in enumerate(f):
+                row = json.loads(line)
                 yield key, {
-                    "crash_date": row.get("crash_date", ""),
-                    "borough": row.get("borough", ""),
-                    "zip_code": row.get("zip_code", ""),
-                    "latitude": row.get("latitude", None),
-                    "longitude": row.get("longitude", None),
-                    "collision_id": row.get("collision_id", None),
-                    "crash_time_period": row.get("crash_time_period", ""),
-                    "contributing_factor_vehicles": row.get("contributing_factor_vehicles", []),
-                    "vehicle_types": row.get("vehicle_types", []),
-                    "number_of_injuries": row.get("number_of_injuries", None),
-                    "number_of_deaths": row.get("number_of_deaths", None),
-                    "street_name": row.get("street_name", ""),
-                    "street_type": row.get("street_type", ""),
-                    "weather_description": row.get("weather_description", ""),
-                    "precipitation": row.get("precipitation", None),
-                    "precipitation_type": row.get("precipitation_type", ""),
-                    "temp_max": row.get("temp_max", None),
-                    "temp_min": row.get("temp_min", None),
+                    "crash_date": row.get("CRASH DATE", ""),
+                    "borough": row.get("BOROUGH", ""),
+                    "zip_code": row.get("ZIP CODE", ""),
+                    "latitude": row.get("LATITUDE", None),
+                    "longitude": row.get("LONGITUDE", None),
+                    "collision_id": row.get("COLLISION_ID", None),
+                    "crash_time_period": row.get("CRASH TIME PERIOD", ""),
+                    "contributing_factor_vehicles": row.get("CONTRIBUTING FACTOR VEHICLES", "").split(", "),
+                    "vehicle_types": row.get("VEHICLE TYPES", "").split(", "),
+                    "number_of_injuries": row.get("NUMBER OF INJURIES", None),
+                    "number_of_deaths": row.get("NUMBER OF DEATHS", None),
+                    "street_name": row.get("STREET NAME", ""),
+                    "street_type": row.get("STREET TYPE", ""),
+                    "weather_description": row.get("WEATHER DESCRIPTION", ""),
+                    "precipitation": row.get("PRECIPITATION", None),
+                    "precipitation_type": row.get("PRECIPITATION TYPE", ""),
+                    "temp_max": row.get("TEMPMAX", None),
+                    "temp_min": row.get("TEMPMIN", None),
                 }
 
-