diff --git a/eval_records.py b/eval_records.py
index c5ab52c..48f2044 100644
--- a/eval_records.py
+++ b/eval_records.py
@@ -7,7 +7,21 @@ BASE = "results"
 VIN = 'WVWZZZE1ZMP010760'
 YEAR = 2024
 MONTH = 10
-DAY = ['19']
+DAY = ['17', '18', '19', '20']
+
+
+def has_diff_entries(diff):
+	handled = False
+	if "update" in diff:
+		handled = True
+	if "update_add" in diff:
+		handled = True
+	if "add" in diff:
+		handled = True
+	if "delete" in diff:
+		handled = True
+
+	return handled
 
 
 class Endpoint:
@@ -92,7 +106,7 @@ path = os.path.join(BASE, VIN)
 path = os.path.join(path, str(YEAR))
 path = os.path.join(path, str(MONTH))
 
-day_list = os.listdir(path)
+day_list = sorted(os.listdir(path), key=lambda f: int(f))
 print("Days in '", path, "' :")
 # prints all files
 print(day_list)
@@ -106,7 +120,7 @@ for day in day_list:
 		if day not in DAY:
 			continue
 	day_path = os.path.join(month_path, day)
-	file_list = os.listdir(day_path)
+	file_list = sorted(os.listdir(day_path), key=lambda f: convert(f, pattern=f"vehicle_{VIN}_%Y-%m-%dT%H-%M-%S.json"))
 	print("Files in '", day_path, "' :")
 	# prints all files
 	print(file_list)
@@ -136,8 +150,10 @@ for day in day_list:
 				if is_header:
 					vehicle_data = vehicle_diff
 				else:
-					vehicle_data = jay_merge_full(last, vehicle_diff)
-
+					if has_diff_entries(vehicle_diff):
+						vehicle_data = jay_merge_full(last, vehicle_diff)
+					else:
+						vehicle_data = jay_merge_full(last, {'update_add': vehicle_diff})
 				last = vehicle_data
 				try:
 					for end_point in end_points: