fig = plt.figure(figsize=(20, 12), dpi=320, facecolor="#342F2F", edgecolor='w')
ax1 = fig.add_subplot(211, axisbg='k')
results['short_mavg'].plot(ax=ax1, color='#00FF26', ls=":", lw=2)
results['long_mavg'].plot(ax=ax1, color='#FFA500')
data[stock].plot(ax=ax1, lw=3, color='#226dc9')
ax1.plot(results.ix[results.buy].index, results.short_mavg[results.buy],
'^', markersize=10, color='w')
ax1.plot(results.ix[results.sell].index, results.short_mavg[results.sell],
'v', markersize=10, color='w')
ax1.grid(color='#D9D9D9', alpha=1, lw=0.5)
ax2 = fig.add_subplot(212, axisbg='k')
results.portfolio_value.plot(ax=ax2, lw=3, color='#179349')
ax2.grid(color='#D9D9D9', alpha=1, lw=0.5)
x = np.arange(0,len(results.portfolio_value))
ax2.fill_between(results.portfolio_value.index,results.portfolio_value, color="#179349", alpha=0.5)
ax1.set_title('Price and Moving Avarage(s), $\n', color="w")
ax2.set_title('Portfolio, $\n', color="w")
ax1.tick_params(axis="x", colors="#BFBFBF")
ax1.tick_params(axis="y", colors="#BFBFBF")
ax2.tick_params(axis="x", colors="#BFBFBF")
ax2.tick_params(axis="y", colors="#BFBFBF")
ax1.set_xlabel("")
subplots_adjust(hspace = 0.4)
leg = ax1.legend(loc=0, fancybox=True, shadow=True)
leg.get_frame().set_alpha(0.01)
for text in leg.get_texts(): text.set_color("#BFBFBF")