diff --git a/system/plots.py b/system/plots.py
index 53607ac..d466ca4 100644
--- a/system/plots.py
+++ b/system/plots.py
@@ -399,8 +399,8 @@ class LinePlot(Plot):
 
 
 class ScatterPlot(Plot):
-    def __init__(self, dataset,id_dim, sel_dim,id_1,id_2):
-        Plot.__init__(self, 'Scatter plot')
+    def __init__(self, dataset, id_dim, sel_dim, id_1, id_2, name="Scatter plot"):
+        Plot.__init__(self, name)
         fig = Figure(figsize=(5,4), dpi=72)
         self.ax = ax = fig.add_subplot(111)
         self.current_dim = id_dim
@@ -412,6 +412,9 @@ class ScatterPlot(Plot):
         self.xaxis_data = dataset._array[:,x_index]
         self.yaxis_data = dataset._array[:,y_index]
         ax.plot(self.xaxis_data,self.yaxis_data,'og')
+        ax.set_title(self.get_title())
+        ax.set_xlabel("%s - %s" % (sel_dim, id_1))
+        ax.set_ylabel("%s - %s" % (sel_dim, id_2))
 
         ###
 
diff --git a/workflows/go_workflow.py b/workflows/go_workflow.py
index a3de6f6..8b4bd49 100644
--- a/workflows/go_workflow.py
+++ b/workflows/go_workflow.py
@@ -250,8 +250,7 @@ class PCAFunction(workflow.Function):
         # cleanup
         rpy.r.rm(["t", "m"])
 
-        loading_plot1 = plots.ScatterPlot(P,'ids','component','1','2')
-        loading_plot2 = plots.ScatterPlot(P,'ids','component','3','4')
-        score_plot = plots.ScatterPlot(T,'filename','component','1','2')
+        loading_plot = plots.ScatterPlot(P,'ids','component','1','2', "Loadings")
+        score_plot = plots.ScatterPlot(T,'filename','component','1','2', "Scores")
         
-        return [T, P, loading_plot1, loading_plot2, score_plot]
+        return [T, P, loading_plot, score_plot]