title: Pandas : Dataframe plot rows as x value and header y values
body: <p>I would like to compare my rows values (the numbers) and add them into the same plot, where each curve is a column. I tried something but the row values are not sorted.
  My Dataframe :</p>
  <p><img src="https://i.stack.imgur.com/SwJBZ.png" alt="Dataframe" /></p>
  <p>My code :</p>
  <pre><code>for name, series in df.iteritems():
        plt.plot(series, df.index)
  plt.show()
  plt.close()
  </code></pre>
  <p>What I get :</p>
  <p><img src="https://i.stack.imgur.com/wS9eh.png" alt="algo" /></p>
  <p>Anyone can help me ?
  Thanks in advance</p>