diff --git a/scripts/lantern.py b/scripts/lantern.py
index 65f1cde..81f8975 100644
--- a/scripts/lantern.py
+++ b/scripts/lantern.py
@@ -1122,7 +1122,9 @@ Maintenance:
                     try:
                         csvdf = pd.read_csv(csvfilepath)
                         print_colors(f"Removing duplicates in {csvfilepath}")
-                        csvdf = csvdf.drop_duplicates(subset=['URL'])
+                        #print_colors(f"{csvdf[['URL']]}")
+                        csvdf = csvdf.drop_duplicates(subset=['URL'], keep="first", inplace=False)
+                        #print_colors(f"{csvdf[['URL']]}")
                         csvdf.to_csv(csvfilepath, index=False)
                         print_colors(f"Cleaned data:\n{csvdf[['URL']]}")
                     except FileNotFoundError: