diff --git a/src/data/database.py b/src/data/database.py
index ad520b1..f408455 100644
--- a/src/data/database.py
+++ b/src/data/database.py
@@ -2,8 +2,29 @@ import duckdb
 
 
 class Database:
+
+	def check_duckdb_extensions(self, extension):
+		return self.connection.execute("""
+			SELECT 
+				installed
+			FROM 
+				duckdb_extensions()
+			WHERE
+				extension_name = $extension
+			""",
+			{
+				"extension": extension
+			}
+		).fetchone()
+
 	def __init__(self, path):
-		self.connection = duckdb.connect(database = path, read_only = True)
+		self.connection = duckdb.connect(database = path)
+		
+		# Install spatial extension if not already installed
+		spatial_installed = self.check_duckdb_extensions(extension='spatial')
+		if(spatial_installed and not spatial_installed[0]):
+			self.connection.sql("INSTALL spatial")
+
 
 	def db_overview(self):
 		return self.connection.sql("DESCRIBE;").show()
@@ -78,3 +99,84 @@ class Database:
 			  date
 			""").show()
 
+	def properties_distance(self):
+		
+		return self.connection.sql("""
+			LOAD spatial;
+
+			CREATE OR REPLACE VIEW  geolocation_changes AS
+			SELECT
+			  exceptions.entity_id,
+			  properties.check_data AS geolocation_original,
+			  SUBSTRING(exceptions.exception, 28) AS geolocation_new,
+			  ST_Distance_Sphere(
+			    ST_GeomFromText(
+			      CONCAT(
+			        'POINT(',
+			        REPLACE(properties.check_data, ',', ' '),
+			        ')'
+			      )
+			    ),
+			    ST_GeomFromText(
+			      CONCAT(
+			        'POINT(',
+			        REPLACE(SUBSTRING(exceptions.exception, 28), ',', ' '),
+			        ')'
+			      )
+			    )
+			  ) AS distance
+			FROM
+			  consultancy_d.exceptions
+			LEFT JOIN 
+			  	consultancy_d.properties ON exceptions.entity_id = properties.id
+			WHERE
+			  exception LIKE 'geoLocation was different%'
+			GROUP BY
+			  entity_id,
+			  check_data,
+			  geolocation_new
+			ORDER BY
+			  distance;
+
+			SELECT * FROM geolocation_changes;
+
+			SELECT
+			  '0 bis 25' AS category,
+			  COUNT(*) as count_properties
+			FROM
+			  geolocation_changes
+			WHERE
+			  distance >= (0)
+			  AND distance < (25)
+			UNION
+			SELECT
+			  '25 bis 50' AS category,
+			  COUNT(*) as count_properties
+			FROM
+			  geolocation_changes
+			WHERE
+			  distance >= (25)
+			  AND distance < (50)
+			UNION
+			SELECT
+			  '50 bis 75' AS category,
+			  COUNT(*) as count_properties
+			FROM
+			  geolocation_changes
+			WHERE
+			  distance >= (50)
+			  AND distance < (75)
+			UNION
+			SELECT
+			  '75 bis 100' AS category,
+			  COUNT(*) as count_properties
+			FROM
+			  geolocation_changes
+			WHERE
+			  distance >= (75)
+			  AND distance < (100);
+			
+			""")
+
+
+
diff --git a/src/gio/test_duckdb.py b/src/gio/test_duckdb.py
index a8562ed..c3cbdce 100644
--- a/src/gio/test_duckdb.py
+++ b/src/gio/test_duckdb.py
@@ -1,6 +1,4 @@
 import data
 
 inst = data.load()
-inst.seeds()
-inst.properties_growth()
-inst.properties_per_region()
+inst.properties_distance().show()
\ No newline at end of file