diff --git a/etl/src/data/database.py b/etl/src/data/database.py
index 7aa3e0b..b5c39f0 100644
--- a/etl/src/data/database.py
+++ b/etl/src/data/database.py
@@ -345,7 +345,7 @@ class Database:
 				type == 'calendar' AND
 				property_id = {property_id} AND
 				calendar NOT NULL AND
-				created_at >= '2024-04-16'
+				created_at >= '{scrape_date}'
 			ORDER BY
 				created_at
 			LIMIT 1