How to Use Seaborn Style in Matplotlib for Better Plots

You can use seaborn styles in matplotlib by importing seaborn and calling seaborn.set() before plotting. This changes the default look of matplotlib plots to the nicer Seaborn style automatically.

Syntax

To use Seaborn style in Matplotlib, first import Seaborn and then call seaborn.set(). This sets the style globally for all Matplotlib plots.

You can also specify a particular style like darkgrid by passing it as an argument to seaborn.set_style().

python

import seaborn as sns
sns.set()  # Apply default seaborn style

# Or specify a style
sns.set_style('darkgrid')

Example

This example shows how to apply Seaborn style to a simple Matplotlib line plot. The style makes the plot look cleaner and more modern.

python

import matplotlib.pyplot as plt
import seaborn as sns
import numpy as np

sns.set()  # Apply seaborn style

x = np.linspace(0, 10, 100)
y = np.sin(x)

plt.plot(x, y)
plt.title('Sine Wave with Seaborn Style')
plt.xlabel('X axis')
plt.ylabel('Y axis')
plt.show()

Output

A line plot of a sine wave with a light grid background and smooth lines styled by seaborn.

Common Pitfalls

• Not calling seaborn.set() before plotting will keep the default Matplotlib style.
• Calling plt.style.use('seaborn') is an older way; using seaborn.set() is recommended.
• Seaborn styles affect global Matplotlib settings, so reset styles if mixing with other styles.

python

import matplotlib.pyplot as plt
import seaborn as sns
import numpy as np

x = np.linspace(0, 10, 100)
y = np.cos(x)

# Wrong: style not set before plotting
plt.plot(x, y)
plt.title('Cosine Wave without Seaborn Style')
plt.show()

# Right: set seaborn style before plotting
sns.set()
plt.plot(x, y)
plt.title('Cosine Wave with Seaborn Style')
plt.show()

Output

First plot: default Matplotlib style without grid.
Second plot: styled with seaborn, showing grid and nicer colors.

Quick Reference

Here is a quick summary of how to use Seaborn styles with Matplotlib:

Action	Code Example	Effect
Import Seaborn	import seaborn as sns	Access seaborn styling functions
Set default style	sns.set()	Apply seaborn style globally
Set specific style	sns.set_style('darkgrid')	Apply a named seaborn style
Reset style	sns.reset_orig()	Return to default Matplotlib style

Key Takeaways

Call seaborn.set() before plotting to apply seaborn style to matplotlib plots.

Seaborn styles improve plot appearance with grids, colors, and fonts.

Set styles globally; changes affect all subsequent matplotlib plots.

Use sns.set_style() to choose specific seaborn styles like 'darkgrid' or 'white'.

Reset styles with sns.reset_orig() if you want to revert to default matplotlib look.