diff --git a/bin/data-maker b/bin/data-maker
new file mode 120000
index 0000000..f63f773
--- /dev/null
+++ b/bin/data-maker
@@ -0,0 +1 @@
+pipeline.py
\ No newline at end of file
diff --git a/data/maker/__init__.py b/data/maker/__init__.py
index 086df3f..cfdd8e2 100644
--- a/data/maker/__init__.py
+++ b/data/maker/__init__.py
@@ -219,7 +219,7 @@ def generate(**_args):
     handler     = gan.Predict (**args)
     handler.load_meta(None)
     #
-    # Let us now format the matrices as we expect them to be 
+    # Let us now format the matrices by reverting them to a data-frame with values
     #
 
     candidates = handler.apply(candidates=args['candidates'])       
diff --git a/setup.py b/setup.py
index 40e8d11..7970f14 100644
--- a/setup.py
+++ b/setup.py
@@ -4,7 +4,7 @@ import sys
 
 def read(fname):
     return open(os.path.join(os.path.dirname(__file__), fname)).read() 
-args = {"name":"data-maker","version":"1.3.2","author":"Vanderbilt University Medical Center","author_email":"steve.l.nyemba@vanderbilt.edu","license":"MIT",
+args = {"name":"data-maker","version":"1.4.0","author":"Vanderbilt University Medical Center","author_email":"steve.l.nyemba@vanderbilt.edu","license":"MIT",
         "packages":find_packages(),"keywords":["healthcare","data","transport","protocol"]}
 args["install_requires"] = ['data-transport@git+https://dev.the-phi.com/git/steve/data-transport.git','tensorflow==1.15','pandas','pandas-gbq','pymongo']
 args['url'] = 'https://hiplab.mc.vanderbilt.edu/git/aou/data-maker.git'