unit=UNIT,
width=10000,
plot_kwargs={
'linewidth': 0.3,
'color': 'grey',
'label': 'Mains (active power)'
})
# Prettify
ax.grid(False)
ax.set_ylim([0, 4])
ax.set_xlabel('Time (hour of day)')
ax.xaxis.set_major_formatter(DateFormatter("%H", tz=TZ))
ax.xaxis.set_major_locator(HourLocator(interval=6, tz=TZ))
for text in ax.get_xticklabels():
text.set_rotation(0)
text.set_ha('center')
sns.despine(ax=ax)
legend = ax.legend(loc='upper left')
for line in legend.get_lines():
line.set_linewidth(4)
plot_config.format_axes(ax)
plt.tight_layout()
plt.draw()
plt.savefig(join(plot_config.FIG_DIR, '02_area_plot.eps'),
bbox_inches='tight',
dpi=plt.gcf().dpi)
'range': [(2, 275), (2200, 2460), (1480, 1650), (400, 2200), (80, 140),
(None, 60), (2, 65), (30, 85), (35, 290)]
}
axes = elec.plot_multiple(axes,
meter_keys,
'plot_power_histogram',
kwargs_per_meter,
plot_kwargs={'color': plot_config.BLUE})
# Formatting
for i, ax in enumerate(axes):
ax.grid(False)
ax.set_yticks([])
ax.set_ylabel('')
plot_config.format_axes(ax, tick_size=2)
ax.xaxis.set_ticks_position('bottom')
ax.xaxis.set_major_locator(MaxNLocator(4))
for spine in ax.spines.values():
spine.set_visible(False)
if i == 7:
ax.set_xlabel('Power (watts)')
else:
ax.set_xlabel('')
title = ax.get_title()
if title in plot_config.new_names:
title = plot_config.new_names[title]
ax.set_title(title, y=0.95)
plt.tight_layout()
elec = dataset.buildings[1].elec
N = 9
fig, axes = plt.subplots(N, 1)
meter_keys = ['boiler', 'kettle', 'toaster', 'oven',
'vacuum cleaner', 'television',
'laptop computer', 'computer monitor', ('light', 1)]
axes = elec.plot_multiple(axes, meter_keys, 'plot_activity_histogram')
# Formatting
for i, ax in enumerate(axes):
ax.grid(False)
ax.set_yticks([])
ax.set_ylabel('')
plot_config.format_axes(ax, tick_size=2)
ax.xaxis.set_ticks_position('bottom')
ax.xaxis.set_major_locator(MultipleLocator(6))
ax.spines['bottom'].set_linewidth(0.2)
for spine in ['right', 'top', 'left']:
ax.spines[spine].set_visible(False)
if i == N-1:
ax.set_xlabel('Hour of day')
else:
ax.set_xlabel('')
ax.set_xticklabels([])
title = ax.get_title()
if title in plot_config.new_names:
title = plot_config.new_names[title]
ax.set_title(title, y=0.95)
# in output. Looks bad in plt.show() though!
ax, df = selected_meters.plot(kind='area', unit=UNIT, width=4000, threshold=5,
plot_kwargs={'linewidth': 0})
# Plot mains
ax = elec.mains().plot(ax=ax, unit=UNIT, width=10000,
plot_kwargs={'linewidth': 0.3, 'color': 'grey',
'label': 'Mains (active power)'})
# Prettify
ax.grid(False)
ax.set_ylim([0, 4])
ax.set_xlabel('Time (hour of day)')
ax.xaxis.set_major_formatter(DateFormatter("%H", tz=TZ))
ax.xaxis.set_major_locator(HourLocator(interval=6, tz=TZ))
for text in ax.get_xticklabels():
text.set_rotation(0)
text.set_ha('center')
sns.despine(ax=ax)
legend = ax.legend(loc='upper left')
for line in legend.get_lines():
line.set_linewidth(4)
plot_config.format_axes(ax)
plt.tight_layout()
plt.draw()
plt.savefig(join(plot_config.FIG_DIR, '02_area_plot.eps'),
bbox_inches='tight', dpi=plt.gcf().dpi)