Created
May 4, 2020 05:27
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def stack_plot(title, ylabel, dates, val_pairs, ymax=None, legend=None): | |
# get series values | |
fig, ax = plt.subplots(1,1) | |
fig.set_figwidth(20) | |
fig.set_figheight(10) | |
ax.set_title(title, size=20) | |
ax.set_ylabel(ylabel, size=20) | |
ax.set_xlim((0, len(dates))) | |
ax.minorticks_on() | |
ax.grid(which='major', axis='y', linestyle='-', linewidth=2, color='k') | |
ax.grid(which='minor', axis='y', linestyle='-', linewidth=1, color='.8') | |
ax.set_axisbelow(True) | |
ax.tick_params(axis='y', labelsize=16) | |
totals = np.zeros(len(dates)) | |
for values, label in val_pairs: | |
ax.bar(np.arange(len(dates))+.5, values, label=label, bottom=totals) | |
totals += values | |
date_ticks = np.arange(0, len(dates), 7) | |
date_labels = dates[date_ticks] | |
ax.set_xticklabels(date_labels, size=16, rotation=0, horizontalalignment='center') | |
ax.set_xticks(date_ticks + .5) | |
if ymax: | |
ax.set_ylim((0, ymax)) | |
if legend: | |
ncol, size, loc = legend | |
handles, labels = ax.get_legend_handles_labels() | |
ax.legend(handles[::-1], labels[::-1], loc=loc, fontsize=size, ncol=ncol, framealpha=1.) | |
else: | |
handles, labels = ax.get_legend_handles_labels() | |
ax.legend(handles[::-1], labels[::-1], loc='upper left', fontsize=16, framealpha=1.) |
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