Plot Dataframe doesn't start from the beginning with matplotlib.axes.plot()

Question

I got a dataframe

2015-05-03     0.00000
2015-05-09         NaN
2015-05-15     7.27943
2015-05-21         NaN
2015-05-27     7.26766
                ...   
20