diff --git a/scripts/get_source_data_schema_changelog.py b/scripts/get_source_data_schema_changelog.py
index 20da4290..fa940a6d 100644
--- a/scripts/get_source_data_schema_changelog.py
+++ b/scripts/get_source_data_schema_changelog.py
@@ -1,5 +1,5 @@
-import os
 import json
+import os
 from datetime import datetime
 
 old_schemas_dir = "original_schemas"
@@ -14,7 +14,7 @@
     exit(1)
 
 def read_json_file(filepath):
-    with open(filepath, 'r') as f:
+    with open(filepath, "r") as f:
         return json.load(f)
 
 new_schemas = [file.replace("_schema.json", "") for file in os.listdir(new_schemas_dir)]
@@ -27,36 +27,37 @@ def read_json_file(filepath):
 schema_changes = {}
 
 for schema in common_tables:
-    old_file_path = os.path.join(old_schemas_dir, schema + '_schema.json')
-    new_file_path = os.path.join(new_schemas_dir, schema + '_schema.json')
+    old_file_path = os.path.join(old_schemas_dir, schema + "_schema.json")
+    new_file_path = os.path.join(new_schemas_dir, schema + "_schema.json")
 
     new_data = read_json_file(new_file_path)
     old_data = read_json_file(old_file_path)
 
-    old_dict = {item['name']: item for item in old_data}
-    new_dict = {item['name']: item for item in new_data}
+    old_dict = {item["name"]: item for item in old_data}
+    new_dict = {item["name"]: item for item in new_data}
 
-    added = [new_dict[name]['name'] for name in new_dict if name not in old_dict]
-    deleted = [old_dict[name]['name'] for name in old_dict if name not in new_dict]
+    added = [new_dict[name]["name"] for name in new_dict if name not in old_dict]
+    deleted = [old_dict[name]["name"] for name in old_dict if name not in new_dict]
     type_changed = [
-        (new_dict[name]['name'], new_dict[name]['type'], old_dict[name]['type']) for name in new_dict 
-        if name in old_dict and new_dict[name]['type'] != old_dict[name]['type']
+        (new_dict[name]["name"], new_dict[name]["type"], old_dict[name]["type"])
+        for name in new_dict
+        if name in old_dict and new_dict[name]["type"] != old_dict[name]["type"]
     ]
 
     if added:
         if schema not in schema_changes:
             schema_changes[schema] = {}
-        schema_changes[schema]['column_added'] = added
+        schema_changes[schema]["column_added"] = added
 
     if deleted:
         if schema not in schema_changes:
             schema_changes[schema] = {}
-        schema_changes[schema]['column_removed'] = deleted
+        schema_changes[schema]["column_removed"] = deleted
 
     if type_changed:
         if schema not in schema_changes:
             schema_changes[schema] = {}
-        schema_changes[schema]['type_changed'] = type_changed
+        schema_changes[schema]["type_changed"] = type_changed
 
 if tables_added or tables_removed or schema_changes:
     current_date = datetime.now().strftime("%Y-%m-%d")
@@ -73,15 +74,19 @@ def read_json_file(filepath):
     print("### Tables Removed:")
     print([table for table in tables_removed])
 
+
 def sort_schema_changes(changes):
     sorted_data = {}
 
     for table_name in sorted(changes.keys()):
-        sorted_operations = {op_type: sorted(changes[table_name][op_type]) 
-                            for op_type in sorted(changes[table_name].keys())}
+        sorted_operations = {
+            op_type: sorted(changes[table_name][op_type])
+            for op_type in sorted(changes[table_name].keys())
+        }
         sorted_data[table_name] = sorted_operations
     return sorted_data
 
+
 if schema_changes:
     sorted_schema_changes = sort_schema_changes(schema_changes)
     print("")
@@ -92,9 +97,13 @@ def sort_schema_changes(changes):
 
     for table_name, operations in sorted_schema_changes.items():
         for operation, columns in operations.items():
-            if operation in ['column_added', 'column_removed']:
+            if operation in ["column_added", "column_removed"]:
                 columns_str = ", ".join(columns)
-            if operation in ['type_changed']:
-                columns_str = ", ".join([f"{column[0]} ({column[2]} -> {column[1]})" for column in columns])
-            markdown_table += f"| {table_name:<33} | {operation:<13} | {columns_str:<24} |\n"
+            if operation in ["type_changed"]:
+                columns_str = ", ".join(
+                    [f"{column[0]} ({column[2]} -> {column[1]})" for column in columns]
+                )
+            markdown_table += (
+                f"| {table_name:<33} | {operation:<13} | {columns_str:<24} |\n"
+            )
     print(markdown_table)