79574041
Date: 2025-04-14 21:41:23
Score: 0.5
Natty:
I have been struggling a bit with finding a way to draw lines outside the plot area but found a creative solution in this previous thread: How to draw a line outside of an axis in matplotlib (in figure coordinates). Thanks to the author for the solution once again!
My proposed solution for the problem is the following (see the explanation of distinct parts in the code):
import pandas as pd
import matplotlib.pyplot as plt
from matplotlib.lines import Line2D
dict = {'BatteryStorage': {('des-PDef3', 'Central Africa'): 0.0,
('des-PDef3', 'Eastern Africa'): 2475.9,
('des-PDef3', 'North Africa'): 98.0,
('des-PDef3', 'Southern Africa'): 124.0,
('des-PDef3', 'West Africa'): 1500.24,
('pes-PDef3', 'Central Africa'): 0.0,
('pes-PDef3', 'Eastern Africa'): 58.03,
('pes-PDef3', 'North Africa'): 98.0,
('pes-PDef3', 'Southern Africa'): 124.0,
('pes-PDef3', 'West Africa'): 0.0,
('tes-PDef3', 'Central Africa'): 0.0,
('tes-PDef3', 'Eastern Africa'): 1175.86,
('tes-PDef3', 'North Africa'): 98.0,
('tes-PDef3', 'Southern Africa'): 124.0,
('tes-PDef3', 'West Africa'): 0.0},
'Biomass PP': {('des-PDef3', 'Central Africa'): 44.24,
('des-PDef3', 'Eastern Africa'): 1362.4,
('des-PDef3', 'North Africa'): 178.29,
('des-PDef3', 'Southern Africa'): 210.01999999999998,
('des-PDef3', 'West Africa'): 277.4,
('pes-PDef3', 'Central Africa'): 44.24,
('pes-PDef3', 'Eastern Africa'): 985.36,
('pes-PDef3', 'North Africa'): 90.93,
('pes-PDef3', 'Southern Africa'): 144.99,
('pes-PDef3', 'West Africa'): 130.33,
('tes-PDef3', 'Central Africa'): 44.24,
('tes-PDef3', 'Eastern Africa'): 1362.4,
('tes-PDef3', 'North Africa'): 178.29,
('tes-PDef3', 'Southern Africa'): 210.01999999999998,
('tes-PDef3', 'West Africa'): 277.4}}
df = pd.DataFrame.from_dict(dict)
df.plot(kind = "bar",stacked = True)
region_labels = [idx[1] for idx in df.index] #deriving the part needed for the x-labels from dict
plt.tight_layout() #necessary for an appropriate display
plt.legend(loc='center left', fontsize=8, frameon=False, bbox_to_anchor=(1, 0.5)) #placing lagend outside the plot area as in the Excel example
ax = plt.gca()
ax.set_xticklabels(region_labels, rotation=90)
#coloring labels for easier interpretation
for i, label in enumerate(ax.get_xticklabels()):
#print(i)
if i <= 4:
label.set_color('red') #set favoured colors here
if 9 >= i > 4:
label.set_color('green')
if i > 9:
label.set_color('blue')
plt.text(1/6, -0.5, 'des', fontweight='bold', transform=ax.transAxes, ha='center', color='red') #adding labels outside the plot area, representing the 'region group code'
plt.text(3/6, -0.5, 'pes', fontweight='bold', transform=ax.transAxes, ha='center', color='green') #keep coloring respective to labels
plt.text(5/6, -0.5, 'des', fontweight='bold', transform=ax.transAxes, ha='center', color='blue')
plt.text(5/6, -0.6, 'b', color='white', transform=ax.transAxes, ha='center') #phantom text to trick `tight_layout` thus making space for the texts above
ax2 = plt.axes([0,0,1,1], facecolor=(1,1,1,0)) #for adding lines (i.e., brackets) outside the plot area, we create new axes
#creating the first bracket
x_start = 0 + 0.015
x_end = 1/3 - 0.015
y = -0.42
bracket1 = [
Line2D([x_start, x_start], [y, y - 0.02], transform=ax.transAxes, color='black', lw=1.5),
Line2D([x_start, x_end], [y - 0.02, y - 0.02], transform=ax.transAxes, color='black', lw=1.5),
Line2D([x_end, x_end], [y - 0.02, y], transform=ax.transAxes, color='black', lw=1.5),
]
for line in bracket1:
ax2.add_line(line)
#second bracket
x_start = 1/3 + 0.015
x_end = 2/3 - 0.015
bracket2 = [
Line2D([x_start, x_start], [y, y - 0.02], transform=ax.transAxes, color='black', lw=1.5),
Line2D([x_start, x_end], [y - 0.02, y - 0.02], transform=ax.transAxes, color='black', lw=1.5),
Line2D([x_end, x_end], [y - 0.02, y], transform=ax.transAxes, color='black', lw=1.5),
]
for line in bracket2:
ax2.add_line(line)
#third bracket
x_start = 2/3 + 0.015
x_end = 1 - 0.015
bracket3 = [
Line2D([x_start, x_start], [y, y - 0.02], transform=ax.transAxes, color='black', lw=1.5),
Line2D([x_start, x_end], [y - 0.02, y - 0.02], transform=ax.transAxes, color='black', lw=1.5),
Line2D([x_end, x_end], [y - 0.02, y], transform=ax.transAxes, color='black', lw=1.5),
]
for line in bracket3:
ax2.add_line(line)
ax2.axis("off") #turn off axes for the new axes
plt.tight_layout()
plt.show()
Resulting in the following plot:
Reasons:
Posted by: Márton Horváth - Blacklisted phrase (0.5): Thanks
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- Long answer (-1):
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