Increase tick label font size in seaborn

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谎友^
谎友^ 2021-02-05 08:18

I have a huge problem with my seaborn plots. For some reason, the numbers along the axis are printed with a really small font, which makes them unreadable. I\'ve tried to scale

3条回答
  •  感情败类
    2021-02-05 08:38

    • This answer will address setting x or y ticklabel size independently.
    • sns.set(font_scale=2) from p-robot will set all the figure fonts.
    • The answer from Kabir Ahuja works because y-labels position is being used as the text.
      • If there are y-labels text, that solution will not work.

    Given the following plot

    import matplotlib.pyplot as plt
    import seaborn as sns
    
    # data
    tips = sns.load_dataset("tips")
    
    # plot figure
    plt.figure(figsize=(8, 6))
    p = sns.violinplot(x="day", y="total_bill", data=tips)
    
    # get label text
    _, ylabels = plt.yticks()
    _, xlabels = plt.xticks()
    plt.show()
    

    yl = list(ylabels)
    print(yl)
    >>>[Text(0, -10.0, ''),
    Text(0, 0.0, ''),
    Text(0, 10.0, ''),
    Text(0, 20.0, ''),
    Text(0, 30.0, ''),
    Text(0, 40.0, ''),
    Text(0, 50.0, ''),
    Text(0, 60.0, ''),
    Text(0, 70.0, '')]
    
    # see that there are no text labels
    print(yl[0].get_text())
    >>> ''
    
    # see that there are text labels on the x-axis
    print(list(xlabels))
    >>> [Text(0, 0, 'Thur'), Text(1, 0, 'Fri'), Text(2, 0, 'Sat'), Text(3, 0, 'Sun')]
    
    # the answer from Kabir Ahuja works because of this
    print(p.get_yticks())
    >>> array([-10.,   0.,  10.,  20.,  30.,  40.,  50.,  60.,  70.])
    
    # in this case, the following won't work because the text is ''
    # this is what to do if the there are text labels
    p.set_yticklabels(ylabels, size=15)
    
    # set the x-axis ticklabel size
    p.set_xticklabels(xlabels, size=5)
    
    • There are no ytick labels because
      • y_text = [x.get_text() for x in ylabels] = ['', '', '', '', '', '', '', '', '']

    To set yticklabel size

    # use
    p.set_yticklabels(p.get_yticks(), size=15)
    
    # or
    _, ylabels = plt.yticks()
    p.set_yticklabels(ylabels, size=15)
    

    To set xticklable size

    # use
    p.set_xticklabels(p.get_xticks(), size=15)
    
    # or
    _, xlabels = plt.xticks()
    p.set_xticklabels(xlabels, size=15)
    

    With the given plot

    # set the y-labels with
    p.set_yticklabels(p.get_yticks(), size=5)
    
    # set the x-labels with
    _, xlabels = plt.xticks()
    p.set_xticklabels(xlabels, size=5)
    

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