diff --git a/merge_results.py b/merge_results.py
new file mode 100644
index 0000000..fc2fd2e
--- /dev/null
+++ b/merge_results.py
@@ -0,0 +1,20 @@
+import os
+import pandas as pd
+from collections import defaultdict
+
+result = defaultdict(list)
+result["name"] = []
+directory = "missing-mangas/data/models_results/"
+
+for root, dirs, files in os.walk(directory):
+    for file in files:
+        df = pd.read_csv(directory + file)
+        columns = list(df.columns)
+        for string in df.to_records(index=False):
+            result["name"].append(file.replace(".csv", ""))
+            for index, elem in enumerate(string):
+                result[columns[index]].append(elem)
+                
+            
+
+pd.DataFrame(result).to_csv("data/models_results/merged.csv", index = False)
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