diff --git a/laydi/navigator.py b/laydi/navigator.py
index f0235be..7053d5f 100644
--- a/laydi/navigator.py
+++ b/laydi/navigator.py
@@ -255,6 +255,16 @@ class NavigatorMenu(gtk.Menu):
         self.plot_menu.append(self.plot_line_item)
         self.plot_line_item.show()
         
+        self.plot_bar_item = gtk.MenuItem('Bar Plot')
+        self.plot_bar_item.connect('activate', self.on_plot_bar, navigator)
+        self.plot_menu.append(self.plot_bar_item)
+        self.plot_bar_item.show()
+        
+        self.plot_box_item = gtk.MenuItem('Box Plot')
+        self.plot_box_item.connect('activate', self.on_plot_box, navigator)
+        self.plot_menu.append(self.plot_box_item)
+        self.plot_box_item.show()
+        
         self.plot_item = gtk.MenuItem('Plot')
         self.append(self.plot_item)
         self.plot_item.set_submenu(self.plot_menu)
@@ -385,6 +395,28 @@ class NavigatorMenu(gtk.Menu):
         plot.set_selection_listener(project.set_selection)
         project._selection_observers.append(plot)
         
+    def on_plot_bar(self, item, navigator):
+        project = main.project
+        ds = self.dataset
+        dims = ds.get_dim_name()
+        ids = ds.get_identifiers(dims[1])
+        plot = plots.BarPlot(ds, name='Bar (%s)' % ds.get_name())
+        icon = laydi.icon_factory.get("line_plot")
+        project.data_tree_insert(self.tree_iter, 'Bar plot', plot, None, "black", icon)
+        plot.set_selection_listener(project.set_selection)
+        project._selection_observers.append(plot)
+
+    def on_plot_box(self, item, navigator):
+        project = main.project
+        ds = self.dataset
+        dims = ds.get_dim_name()
+        ids = ds.get_identifiers(dims[1])
+        plot = plots.BoxPlot(ds, name='Box (%s)' % ds.get_name())
+        icon = laydi.icon_factory.get("line_plot")
+        project.data_tree_insert(self.tree_iter, 'Box plot', plot, None, "black", icon)
+        plot.set_selection_listener(project.set_selection)
+        project._selection_observers.append(plot)
+
     def on_transpose(self, item, navigator):
         project = main.project
         ds = self.dataset.transpose()
diff --git a/laydi/plots.py b/laydi/plots.py
index 1c9b09f..8a264e8 100644
--- a/laydi/plots.py
+++ b/laydi/plots.py
@@ -756,6 +756,30 @@ class HistogramPlot(Plot):
         best_bin_size = bin_vec[scipy.argmin(cost)]
         return best_bin_size
 
+class BoxPlot(Plot):
+    """Box plot.
+    """
+    def __init__(self, ds, name="Box Plot"):
+        Plot.__init__(self, name)
+
+        self.axes = self.fig.add_subplot(111)
+
+        m = ds.asarray()
+
+        box_plot_lines = self.axes.boxplot(m)
+        self.axes.grid(False)
+
+        dim = ds.get_dim_name(1)
+        labels = ds.get_identifiers(dim, sorted=True)
+        self.axes.set_xticklabels(labels)
+
+        self.add(self.canvas)
+        self.canvas.show()
+
+    def set_current_selection(self, selection):
+        pass
+
+
 class BarPlot(Plot):
     """Bar plot.