diff --git a/src/pyipums/clean_data.py b/src/pyipums/clean_data.py
index cee7cf3..75728c8 100644
--- a/src/pyipums/clean_data.py
+++ b/src/pyipums/clean_data.py
@@ -76,8 +76,8 @@ def clean_variables(self):
         self.df["Industry"] = map_codes(self.ddi_codebook, self.df, "IND1990")
         self.df["Hispanic"] = map_codes(self.ddi_codebook, self.df, "HISPAN")
         self.df["Language Spoken"] = map_codes(self.ddi_codebook, self.df, "LANGUAGE")
+        self.df["Labor Force"] = map_codes(self.ddi_codebook, self.df, "LABFORCE")
         self.df["Speak English"] = map_codes(self.ddi_codebook, self.df, "SPEAKENG")
-
         self.df["Hispanic or Not"] = np.where(
             self.df["Hispanic"] != "Not Hispanic", "Hispanic", "Not Hispanic"
         )