diff --git a/run.py b/run.py
index f7dd002..3da2825 100644
--- a/run.py
+++ b/run.py
@@ -13,12 +13,6 @@ import csv
 import re
 
 
-# In[172]:
-def clean_text(text):
-    text = text.lower().replace('-\\n', '').replace('\\n', ' ')
-    text = re.sub(r'\p{P}', '', text)
-
-    return text
 
 model = defaultdict(lambda: defaultdict(lambda: 0))