Saturday, 26 August 2023

How to Change the Appearance of Lines in Matplotlib

Using linestyle argument of plot method, we can customize appearance or style of the lines in a graph.

 

Following table summarizes possible line styels.

 

Style

Description

-

It is the default line style, where the data points are connected with a solid line

--

Data points are connected with a dashed line

:

Data points are connected with a dotted line

-.

Data points are connected with a dash-dot line.

 

Example

plt.plot(x1, y1, color='red', label='solid-line', linestyle='-')
plt.plot(x2, y2, color='g', label='dashed-line', linestyle='--')
plt.plot(x3, y3, color='#0000FF', label='dotted-line', linestyle=':')
plt.plot(x4, y4, color=(0, 1, 1), label='dashed-dotted-line', linestyle='-.')

 

line_style.py

import matplotlib.pyplot as plt
import numpy as np

# Sample data
x1 = [5, 10, 15, 20, 25]
y1 = [20, 40, 60, 80, 100]

x2 = [10, 20, 30, 40, 50]
y2 = [30, 60, 90, 120, 150]

x3 = [15, 30, 45, 60, 75]
y3 = [8, 16, 24, 32, 40]

x4 = [12, 24, 36, 48, 60]
y4 = [15, 30, 45, 60, 75]

plt.plot(x1, y1, color='red', label='solid-line', linestyle='-')
plt.plot(x2, y2, color='g', label='dashed-line', linestyle='--')
plt.plot(x3, y3, color='#0000FF', label='dotted-line', linestyle=':')
plt.plot(x4, y4, color=(0, 1, 1), label='dashed-dotted-line', linestyle='-.')

# To display the legend on the plot
plt.legend()

plt.show()

 

Output


 

 

 

 

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