diff --git a/data/data.surrealql b/data/data.surrealql
index 6b8670d..8b89af2 100644
--- a/data/data.surrealql
+++ b/data/data.surrealql
@@ -936,67 +936,3 @@ CREATE SupplierContainsIngredients CONTENT {
     supplier: Supplier:101,
     ingredient: Ingredient:3002
 };
-
-CREATE Customer:2012 CONTENT {
-    last_name: 'Wong',
-    first_name: 'Emily',
-    birth_date: '1990-03-15',
-    phone: '040/555555',
-    email: 'emily.wong@example.com',
-    address: Address:2012
-};
-
-CREATE Address:2012 CONTENT {
-    street: 'Rose Street',
-    house_number: '8',
-    postal_code: '22000',
-    city: 'Berlin'
-};
-
-CREATE Customer:2013 CONTENT {
-    last_name: 'Müller',
-    first_name: 'Andreas',
-    birth_date: '1983-12-04',
-    phone: '030/123456',
-    email: 'andreas.mueller@example.com',
-    address: Address:2013
-};
-
-CREATE Address:2013 CONTENT {
-    street: 'Lindenallee',
-    house_number: '12',
-    postal_code: '22333',
-    city: 'Berlin'
-};
-
-CREATE Customer:2014 CONTENT {
-    last_name: 'Jansen',
-    first_name: 'Sophie',
-    birth_date: '1978-06-22',
-    phone: '030/987654',
-    email: 'sophie.jansen@example.com',
-    address: Address:2014
-};
-
-CREATE Address:2014 CONTENT {
-    street: 'Birkenweg',
-    house_number: '3',
-    postal_code: '22666',
-    city: 'Berlin'
-};
-
-CREATE Customer:2015 CONTENT {
-    last_name: 'Schmidt',
-    first_name: 'Marcel',
-    birth_date: '1995-08-10',
-    phone: '030/112233',
-    email: 'marcel.schmidt@example.com',
-    address: Address:2015
-};
-
-CREATE Address:2015 CONTENT {
-    street: 'Ahornstraße',
-    house_number: '17',
-    postal_code: '22999',
-    city: 'Berlin'
-};
diff --git a/data/newqueerys.surrealql b/data/newqueerys.surrealql
index 1823129..f4b67a4 100644
--- a/data/newqueerys.surrealql
+++ b/data/newqueerys.surrealql
@@ -1,4 +1,4 @@
-# Find ingredients included in recipe
+# Find ingridents included in recipe
 SELECT ingredient.designation AS Ingredient FROM RecipeContainsIngredients WHERE recipe.name = 'Tomato Basil Salad';
 
 # get Ingredients where carbohydrates are lower than 40
@@ -13,19 +13,13 @@ FROM Order
 GROUP BY customer;
 
 # Total number of deliver cost per supplyer
+
 SELECT supplier.name AS supplier, math::sum(delivery_cost) AS total_delivery_cost
 FROM SupplierContainsIngredients
 GROUP BY supplier;
 
-# Get cheapest delivery price
-SELECT ingredient.designation AS ingredient , math::min(delivery_cost) AS min_delivery_price
-FROM SupplierContainsIngredients
-GROUP BY ingredient;
 
-# Amount of Customers per city
-SELECT address.city AS city, COUNT() AS customer_count
-FROM Customer
-GROUP BY city;
+
 
 # Stock low warning
 DEFINE EVENT ingredient_stock_low ON TABLE Ingredient
@@ -34,14 +28,3 @@ WHEN $after.stock < 10 THEN (
         ingredient_id = $value.id,
         created_at = time::now()
 );
-
-# User Data Exporting
-LET $customer = 'd.foede@web.de';
-SELECT *, address.*, (SELECT * FROM Order WHERE customer.email = $customer) AS orders FROM Customer WHERE email = $customer;
-
-# Delete User Data
-LET $customer = SELECT id FROM Customer WHERE email = 'd.foede@web.de';
-DELETE $customer.address;
-DELETE OrderContainsIngredients WHERE order.customer = $customer;
-DELETE Order WHERE customer = $customer;
-DELETE $customer;
\ No newline at end of file