diff --git a/Data/Transform/EJQTDE_buffer_transform.zip b/Data/Transform/EJQTDE_buffer_transform.zip
index cb88f21..51eef4e 100644
Binary files a/Data/Transform/EJQTDE_buffer_transform.zip and b/Data/Transform/EJQTDE_buffer_transform.zip differ
diff --git a/DataTransformer/FileStructureTansfer.py b/DataTransformer/FileStructureTansfer.py
index 86e7c68..90b7a70 100644
--- a/DataTransformer/FileStructureTansfer.py
+++ b/DataTransformer/FileStructureTansfer.py
@@ -90,18 +90,22 @@ def arDataTransform(au_folder, ar_dataset, num):
 
     # Store into the new file
     filepaths = [
-        "./EJQTDE_buffer_transform/Article_output/EJQTDE_Article_output_file(oldest).json",
         "./EJQTDE_buffer_transform/Article_output/EJQTDE_Article_output_file(2010-2014).json",
         "./EJQTDE_buffer_transform/Article_output/EJQTDE_Article_output_file(2015-2020).json",
         "./EJQTDE_buffer_transform/Article_output/EJQTDE_Article_output_file(newest).json",
+        "./EJQTDE_buffer_transform/Article_output/EJQTDE_Article_output_file(oldest).json",
     ]
 
-    for filepath in filepaths:
-        for list in ar_dataset_new:
-            with open(filepath, "w", encoding='utf-8') as json_file:
-                json.dump(list, json_file, indent=4)
+    # for filepath in filepaths:
+    #     for list in ar_dataset_new:
+    #         with open(filepath, "w", encoding='utf-8') as json_file:
+    #             json.dump(list, json_file, indent=4)
+    #
+    #         break
 
-            break
+    for i in range(4):
+        with open(filepaths[i], 'w', encoding='utf-8') as json_file:
+            json.dump(ar_dataset_new[i], json_file, indent=4)
 
     print("\nComplete: All of the article data structure have been transformed.")
 
@@ -135,27 +139,28 @@ def auDataTransform(au_dataset, num):
 
         return new_list
 
-    # Transform the author data structure
-    au_dataset_new = []     # New list to store transformed data
+    # # Transform the author data structure
+    # au_dataset_new = []     # New list to store transformed data
 
-    for au_list in au_dataset:
-        au_list_new = transform(au_list, num)
-        au_dataset_new.append(au_list_new)
+    # for au_list in au_dataset:
+    #     au_list_new = transform(au_list, num)
+    #     au_dataset_new.append(au_list_new)
+
+    for i in range(4):
+        au_list = transform(au_dataset[i], num)
+        au_dataset_new[i].append(au_list)
 
     # Store into the new file
     filepaths = [
-        "./EJQTDE_buffer_transform/Author_output/EJQTDE_Author_output_file(oldest).json",
         "./EJQTDE_buffer_transform/Author_output/EJQTDE_Author_output_file(2010-2014).json",
         "./EJQTDE_buffer_transform/Author_output/EJQTDE_Author_output_file(2015-2020).json",
         "./EJQTDE_buffer_transform/Author_output/EJQTDE_Author_output_file(newest).json",
+        "./EJQTDE_buffer_transform/Author_output/EJQTDE_Author_output_file(oldest).json",
     ]
 
-    for filepath in filepaths:
-        for list in au_dataset_new:
-            with open(filepath, "w", encoding='utf-8') as json_file:
-                json.dump(list, json_file, indent=4)
-
-            break
+    for i in range(4):
+        with open(filepaths[i], 'w', encoding='utf-8') as json_file:
+            json.dump(au_dataset_new[i], json_file, indent=4)
 
     print("\nComplete: All of the author data structure have been transformed.")
 
@@ -166,6 +171,7 @@ ar_dataset = []
 au_dataset = []
 
 ar_dataset_new = [[] for _ in range(4)]    # New list for transformed data
+au_dataset_new = [[] for _ in range(4)]    # New list to store transformed data
 
 num1 = [0]      # Counter for complete ar_date
 num2 = [0]      # Counter for complete au_data
@@ -179,4 +185,4 @@ au_dataset = fileReader('./EJQTDE_buffer/Author_output', au_dataset)
 
 # Change the structure
 arDataTransform('./EJQTDE_buffer/Author_output', ar_dataset, num1)
-auDataTransform(au_dataset, num2)
\ No newline at end of file
+# auDataTransform(au_dataset, num2)
\ No newline at end of file