Matplotlib Plot Lines Above Each Bar

Question

I would like to plot a horizontal line above each bar in this chart. The y-axis location of each bar depends on the variable 'target.' I want to use axhline, if possible, or Line2D because I need to be able to modify the line style, color, length, and width.

import matplotlib.pyplot as plt
plt.rcdefaults()
import numpy as np
import matplotlib.pyplot as plt
%matplotlib inline


# Example data
people = ('Tom', 'Dick', 'Harry', 'Slim', 'Jim')

#Here are the targets that I want to use 
#to plot horizontal lines above each bar...
targets = (6,6,8,6,9)

ind = np.arange(len(people))
performance = 3 + 10 * np.random.rand(len(people))
error = np.random.rand(len(people))

plt.bar(ind, performance, align='center')
plt.xticks(ind, people)

plt.show()

Thanks in advance!

CT Zhu · Accepted Answer · 2015-11-30 22:31:37Z

9

You need to provide the x_start and x_end to .hlines(). They can be numpy.arrays, in which case each element determines the start/end point of each line segment:

import matplotlib.pyplot as plt
plt.rcdefaults()
import numpy as np
import matplotlib.pyplot as plt
%matplotlib inline


# Example data
people = ('Tom', 'Dick', 'Harry', 'Slim', 'Jim')

#Here are the targets that I want to use 
#to plot horizontal lines above each bar...
targets = (6,6,8,6,9)

ind = np.arange(len(people))
performance = 3 + 10 * np.random.rand(len(people))
error = np.random.rand(len(people))

Bars = plt.bar(ind, performance, align='center')
_ = plt.xticks(ind, people)

#if you want your hlines to align with the bars.
#i.e. start and end at the same x coordinates:

x_start = np.array([plt.getp(item, 'x') for item in Bars])
x_end   = x_start+[plt.getp(item, 'width') for item in Bars]

plt.hlines(targets, x_start, x_end)

answered Nov 30, 2015 at 22:31

CT Zhu

54.6k18 gold badges125 silver badges136 bronze badges

Sign up to request clarification or add additional context in comments.

2 Comments

Dance Party2 Over a year ago

Thanks, CT Zhu. By the way, can this also be done using plt.plot?

Dance Party2 Over a year ago

Nevermind, I found that answer here: stackoverflow.com/questions/16189928/…

Collectives™ on Stack Overflow

Matplotlib Plot Lines Above Each Bar

1 Answer 1

2 Comments

Your Answer

Linked

Hot Network Questions

Collectives™ on Stack Overflow

1 Answer 1

2 Comments

Your Answer

Sign up or log in

Post as a guest

Linked

Related