Introduction
In this tutorial, we want to change the style of plots. In order to do this, we use the set_style() function of Seaborn.
Overview of Figure Styles
Seaborn offers several predefined styles for figures. With the set_style() function the figure style can be set.
The following styles are available:
- whitegrid
- white
- darkgrid
- dark
- ticks
Let's take a closer look at each style. In order to do this, we look at different styles for our violin plot from the previous post.Haven't you seen the post yet? Then make sure you check it out first.
Whitegrid
Let's have a look at the figure style "whitegrid".
#figure style
sns.set_style('whitegrid')
fig, ax = plt.subplots(figsize=(8, 4))
#plot violins
sns.violinplot(x='species', y='body_mass_g', data=penguins_df)
plt.show()
White
Let's have a look at the figure style "white".
#figure style
sns.set_style('white')
fig, ax = plt.subplots(figsize=(8, 4))
#plot violins
sns.violinplot(x='species', y='body_mass_g', data=penguins_df)
plt.show()
Darkgrid
Let's have a look at the figure style "darkgrid".
#figure style
sns.set_style('darkgrid')
fig, ax = plt.subplots(figsize=(8, 4))
#plot violins
sns.violinplot(x='species', y='body_mass_g', data=penguins_df)
plt.show()
Dark
Let's have a look at the figure style "dark".
#figure style
sns.set_style('dark')
fig, ax = plt.subplots(figsize=(8, 4))
#plot violins
sns.violinplot(x='species', y='body_mass_g', data=penguins_df)
plt.show()
Ticks
Let's have a look at the figure style "ticks".
#figure style
sns.set_style('ticks')
fig, ax = plt.subplots(figsize=(8, 4))
#plot violins
sns.violinplot(x='species', y='body_mass_g', data=penguins_df)
plt.show()
Conclusion
Congratulations! Now you are one step closer to become an AI Expert. You have seen that it is very easy to change the style of plots. We can simply use the set_style() function of Seaborn. Try it yourself!
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