Hello, in this example http://matplotlib.org/examples/pylab_examples/finance_demo.html there is a little display bug. Candlestick shadows (vertical segment) should be drawn before candlestick body. see http://en.wikipedia.org/wiki/Candlestick_chart Kind regards