diff --git a/data-computer/v1/lda.py b/data-computer/v1/lda.py
index 53d1fb7..ca3081c 100755
--- a/data-computer/v1/lda.py
+++ b/data-computer/v1/lda.py
@@ -46,7 +46,7 @@
     punctuation = ''.join(char for char in string.punctuation if char != "'")
     text = ''.join(char for char in text if char not in punctuation)
 
-    return text.replace("'"," ").lower()
+    return text.lower()
 
 
 def tokenize(text):