Logo Questions Linux Laravel Mysql Ubuntu Git Menu
 

Plotly: How to make the x and y axis titles for subplots bigger?

I created a subplot and honestly it is not clear in the plotly docs in how to make these titles bigger.

https://plotly.com/python-api-reference/generated/plotly.subplots.make_subplots.html

Here's the doc for reference they talk about setting the x_axis title and the y_axis title. Which I did but I can't seem to find a way to modify it.


fig = make_subplots(
    rows=6, cols=4,
    subplot_titles=subplot_titles,
    y_title='Distance (Å)',
    x_title='Resid ID'
)

positions = [
                [1, 1], [1, 2], [1, 3], [1, 4],
                [2, 1], [2, 2], [2, 3], [2, 4],
                [3, 1], [3, 2], [3, 3], [3, 4],
                [4, 1], [4, 2], [4, 3], [4, 4],
                [5, 1], [5, 2], [5, 3], [5, 4],
                [6, 1], [6, 2], [6, 3], [6, 4],
            ]


for i in range(0, len(segids)):
    
    fig.add_trace(
        go.Scattergl(
            x=resid_titles,
            y=list(copy[segids[i]].values()),
            line=dict(color=colors[0]),
            
        ),
        
        
        row=int(positions[i][0]), 
        col=int(positions[i][1])
    )
    

# Set title
fig.update_layout(title_text="Average O5-O3 Distance Per Resid Per Chain")

fig.update_layout(
    title_font_family="Arial",
    title_font_color="Black",
    title_font=dict(size=44, family='Courier'),

)

# Remove the Legend
fig.update_layout(showlegend=False)

fig.update_xaxes(
                 ticks="outside",
                 tickwidth=2,
                 tickcolor='black',
                 tickfont=dict(family='Arial', color='black', size=22),
                 title_font=dict(size=44, family='Arial'),
                 range=[1, 9],
)

fig.update_yaxes(
                 ticks="outside", 
                 tickwidth=2,
                 tickcolor='black', 
                 tickfont=dict(family='Arial', color='black', size=22),
                 title_font=dict(size=44, family='Arial'),
                 range=[2, 5]
)

I've tried using their update_xaxes function but doesn't work.

The "Resid ID" and the "Distance" axis titles -> I want them bigger and perhaps change the color. Is there a way to accomplish this that I am just missing?

Here's a picture for reference

enter image description here

like image 343
Suliman Sharif Avatar asked Dec 05 '25 06:12

Suliman Sharif


1 Answers

The answer:

You can use:

fig.for_each_xaxis(lambda axis: axis.title.update(font=dict(color = 'blue', size=20)))

Some details:

Building on a subplot example in the plotly docs, the following snippet...

fig.for_each_xaxis(lambda axis: axis.title.update(font=dict(size=24)))
fig.for_each_yaxis(lambda axis: axis.title.update(font=dict(size=24)))

...will turn this:

enter image description here

... into this:

enter image description here

Complete code:

from plotly.subplots import make_subplots
import plotly.graph_objects as go

# Initialize figure with subplots
fig = make_subplots(
    rows=2, cols=2, subplot_titles=("Plot 1", "Plot 2", "Plot 3", "Plot 4")
)

# Add traces
fig.add_trace(go.Scatter(x=[1, 2, 3], y=[4, 5, 6]), row=1, col=1)
fig.add_trace(go.Scatter(x=[20, 30, 40], y=[50, 60, 70]), row=1, col=2)
fig.add_trace(go.Scatter(x=[300, 400, 500], y=[600, 700, 800]), row=2, col=1)
fig.add_trace(go.Scatter(x=[4000, 5000, 6000], y=[7000, 8000, 9000]), row=2, col=2)

# Update xaxis properties
fig.update_xaxes(title_text="xaxis 1 title", row=1, col=1)
fig.update_xaxes(title_text="xaxis 2 title", range=[10, 50], row=1, col=2)
fig.update_xaxes(title_text="xaxis 3 title", showgrid=False, row=2, col=1)
fig.update_xaxes(title_text="xaxis 4 title", type="log", row=2, col=2)

# Update yaxis properties
fig.update_yaxes(title_text="yaxis 1 title", row=1, col=1)
fig.update_yaxes(title_text="yaxis 2 title", range=[40, 80], row=1, col=2)
fig.update_yaxes(title_text="yaxis 3 title", showgrid=False, row=2, col=1)
fig.update_yaxes(title_text="yaxis 4 title", row=2, col=2)

# Update title and height
fig.update_layout(title_text="Customizing Subplot Axes", height=700)

# change subplot axes font size
fig.for_each_xaxis(lambda axis: axis.title.update(font=dict(color = 'blue', size=20)))
fig.for_each_yaxis(lambda axis: axis.title.update(font=dict(color = 'blue', size=20)))

fig.show()
like image 167
vestland Avatar answered Dec 07 '25 19:12

vestland