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Change fontsize in holoviews or hvplot

How do I change fontsizes using holoviews or hvplot?

Here's a simple example of the plot I have:

# import libraries
import numpy as np
import pandas as pd

import holoviews as hv
import hvplot.pandas
hv.extension('bokeh', logo=False)

# create sample dataframe
df = pd.DataFrame({
    'col1': np.random.normal(size=30),
    'col2': np.random.normal(size=30),
})

# plot data with holoviews
my_plot = hv.Scatter(df, label='Scattering around')
like image 608
Sander van den Oord Avatar asked Sep 21 '25 03:09

Sander van den Oord


1 Answers

1) You can change fontsizes by using .opts(fontsize={}) on your plot, like so:

# change fontsizes for different parts of plot
my_plot.opts(fontsize={
    'title': 15, 
    'labels': 14, 
    'xticks': 10, 
    'yticks': 10,
})


2) With version >= 1.13 of holoviews you can scale all the fonts all at once and make legend, title, xticks larger with .opts(fontscale=1.5):

# make fonts all at once larger for your plot by the same scale
# here I've chosen fontscale=2, which makes all fonts 200% larger
my_plot.opts(fontscale=2)


3) If you would like to scale your fonts and you have a bokeh backend for your holoviews plot, you can do:

# scale fontsizes with 200%
my_plot.opts(fontsize={
    'title': '200%',
    'labels': '200%', 
    'ticks': '200%', 
})

More info on all the possible parts of which you can change the fontsize can be found here:
http://holoviews.org/user_guide/Customizing_Plots.html#Font-sizes

like image 166
Sander van den Oord Avatar answered Sep 22 '25 17:09

Sander van den Oord