diff --git a/src/cleaning.py b/src/cleaning.py
index 1d00966..03d5954 100755
--- a/src/cleaning.py
+++ b/src/cleaning.py
@@ -102,7 +102,7 @@ def main(filename: str | None = None) -> None:
         if len(argv) != 2:
             raise ValueError(f"Usage: {argv[0]} <filename.csv>")
         filename = argv[1]
-        
+
     cleaning: Cleaning = (
         Cleaning(filename)
         .drop_empty_appellation()
diff --git a/src/learning.py b/src/learning.py
index 285a821..79966d6 100755
--- a/src/learning.py
+++ b/src/learning.py
@@ -62,4 +62,3 @@
 #         plt.grid(True, linestyle=":", alpha=0.6)
 
 #         plt.show()
-
diff --git a/src/scraper.py b/src/scraper.py
index f493b05..d892522 100755
--- a/src/scraper.py
+++ b/src/scraper.py
@@ -496,7 +496,7 @@ def main(filename: str | None = None, suburl: str | None = None) -> None:
             raise ValueError(f"Usage: python {argv[0]} <filename> <sous-url>")
         filename = argv[1]
         suburl = argv[2]
-        
+
     scraper: Scraper = Scraper()
     scraper.getvins(suburl, filename)