diff --git a/docs/scenarios/scientific.rst b/docs/scenarios/scientific.rst
index 52a1efef5..20c43f85a 100644
--- a/docs/scenarios/scientific.rst
+++ b/docs/scenarios/scientific.rst
@@ -42,9 +42,17 @@ Matplotlib
 
 .. todo:: write about matplotlib.
 
+PyQwt
+-----
+
+`PyQwt <http://pyqwt.sourceforge.net/>`_ is a solid library for plotting
+numerical data.  It is built on top of the popular `PyQt <http://www.riverbankcomputing.co.uk/software/pyqt/intro>`_ GUI framework.
+It typically has better performance than matplotlib, but the range of built-in
+chart/plot types is slightly smaller than matplotlib.
+
 Resources
 :::::::::
 
 Many people who do scientific computing are on Windows. And yet many of the scientific computing packages are notoriously difficult to build and install.
 `Christoph Gohlke <http://www.lfd.uci.edu/~gohlke/pythonlibs/>`_ however, has compiled a list of Windows binaries for many useful Python packages. 
-The list of packages has grown from a mainly scientific python resource to a more general list. It might be a good idea to check it out if you're on Windows.
\ No newline at end of file
+The list of packages has grown from a mainly scientific python resource to a more general list. It might be a good idea to check it out if you're on Windows.