diff --git a/data/maker/__init__.py b/data/maker/__init__.py
index 35a8967..7f1c896 100644
--- a/data/maker/__init__.py
+++ b/data/maker/__init__.py
@@ -355,7 +355,10 @@ class Shuffle(Generator):
         self._df = self._df.loc[_index][_ocolumns]
         self._df.index = np.arange(self._df.shape[0])
         self._df = self._df.join(_iodf)
-
+        #
+        # The following is a full shuffle 
+        self._df = self._df.loc[_index]
+        self._df.index = np.arange(self._df.shape[0])
         
         
         _log = {'action':'io-data','input':{'candidates':1,'rows':int(self._df.shape[0])}}