Created
March 31, 2017 18:18
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Matplotlib subplots with TeX rendering: good figure baseline for publications
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import matplotlib.pyplot as plt | |
from matplotlib.font_manager import FontProperties | |
fig = plt.figure(figsize=(8.5,11.0)) | |
plt.rc('text', usetex=True) | |
plt.rc('font', family='serif') | |
plt.rcParams['text.latex.preamble'] = [r'\boldmath'] | |
# data in xmn, ymn does not exist. Replace with whatever data you're trying to plot | |
ax = fig.add_subplot(111) | |
ax1 = fig.add_subplot(211) | |
ax2 = fig.add_subplot(212) | |
#ax = axs[0, 0] | |
ax1.plot(x11, y11, 'sk', label=r'\textbf{label1}', markersize=12) | |
ax1.plot(x12, y12, 'og', label=r'\textbf{label2}', markersize=12) | |
ax1.plot(x13, y13, 'dr', fillstyle='bottom', label=r'\textbf{label3}', markersize=12) | |
ax1.plot(x14, y14, '^b', fillstyle='bottom', label=r'\textbf{label4}', markersize=12) | |
ax1.set_xlabel(r'\textbf{X-axis label}', fontsize=16) | |
#ax1.set_ylabel(r'\textbf{Y-axis label}', fontsize=16) | |
ax1.set_title(r"\textbf{Plot title}", fontsize=16) | |
#ax = axs[0, 1] | |
ax2.plot(x21, y21, 'sk', label=r'\textbf{label1}', markersize=12) | |
ax2.plot(x22, y22, 'og', label=r'\textbf{label2}', markersize=12) | |
ax2.plot(x23, y23, 'dr', fillstyle='bottom', label=r'\textbf{label3}', markersize=12) | |
ax2.plot(x24, y24, '^b', fillstyle='bottom', label=r'\textbf{label4}', markersize=12) | |
ax2.set_xlabel(r'\textbf{X-axis}', fontsize=16) | |
#ax2.set_ylabel(r'\textbf{Y-axis}', fontsize=16) | |
ax2.set_title(r"\textbf{Plot title}", fontsize=16) | |
fig.tight_layout() | |
i = 0 | |
j = [r"\textbf{text1}", r"\textbf{text2}"] | |
for axis in [ax1, ax2]: | |
s = j[i] | |
i += 1 | |
axis.annotate(s, xy=(0.450, 0.080), xycoords='axes fraction', fontsize=16, | |
horizontalalignment='left', verticalalignment='top') | |
plt.setp(axis.get_xticklabels(), fontsize=16) | |
plt.setp(axis.get_yticklabels(), fontsize=16) | |
# change extent of plot to prevent everything from sliding off the edge | |
box = axis.get_position() | |
axis.set_position([box.x0 *(1.5), box.y0, box.width*0.95, box.height*0.94]) | |
for subaxis in ['top','bottom','left','right']: | |
axis.spines[subaxis].set_linewidth(2.0) | |
# remove axis | |
ax.spines['top'].set_color('none') | |
ax.spines['bottom'].set_color('none') | |
ax.spines['left'].set_color('none') | |
ax.spines['right'].set_color('none') | |
ax.tick_params(labelcolor='w', top='off', bottom='off', left='off', right='off') | |
# common y-axis label | |
ax.set_ylabel(r'\textbf{Shared y-axis label}', fontsize=20) | |
ax1.legend(loc='lower right', fontsize=16) | |
plt.savefig('fig1.png') | |
plt.show() | |
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