diff --git a/rowers/dataprep.py b/rowers/dataprep.py
index 14d88dcf..b3140ab9 100644
--- a/rowers/dataprep.py
+++ b/rowers/dataprep.py
@@ -546,9 +546,10 @@ def clean_df_stats(datadf, workstrokesonly=True, ignorehr=True,
                    ignoreadvanced=False):
     # clean data remove zeros and negative values
 
+
     try:
-        workoutids = datadf['workoutid'].unqiue()
-    except (KeyError,AttributeError):
+        workoutids = datadf['workoutid'].unique()
+    except KeyError:
         datadf['workoutid'] = 0
 
     before = {}
@@ -802,9 +803,9 @@ def clean_df_stats(datadf, workstrokesonly=True, ignorehr=True,
     after = {}
     for workoutid in data_orig['workoutid'].unique():
         after[workoutid] = len(datadf[datadf['workoutid']==workoutid].dropna())
+
         ratio = float(after[workoutid])/float(before[workoutid])
-
-
+        
         if ratio < 0.01 or after < 2:
             return data_orig