Hi @LucaA,
I don’t think make_subplots can handle creating subplots with multiple y-axis. So we’ll need to manually define the axes. Let’s start with a single subplot with two y-axes, one linear one log (Note I started with this example: https://plot.ly/python/multiple-axes/).
from plotly.offline import init_notebook_mode, iplot
import plotly.graph_objs as go
init_notebook_mode()
trace1 = go.Scatter(
x=[1, 2, 3],
y=[2, 32, 62],
name='yaxis data'
)
trace2 = go.Scatter(
x=[1, 2, 3],
y=[40, 50, 60],
name='yaxis2 data',
yaxis='y2'
)
data = [trace1, trace2]
layout = go.Layout(
title='Double Y Axis Example',
xaxis=dict(
title='xaxis title',
),
yaxis=dict(
title='yaxis title',
type='log'
),
yaxis2=dict(
title='yaxis2 title',
overlaying='y',
side='right'
)
)
fig = go.Figure(data=data, layout=layout)
iplot(fig)
Now, we can position the as a subplot using the axis domain property
from plotly.offline import init_notebook_mode, iplot
import plotly.graph_objs as go
init_notebook_mode()
trace1 = go.Scatter(
x=[1, 2, 3],
y=[2, 32, 62],
name='yaxis data',
)
trace2 = go.Scatter(
x=[1, 2, 3],
y=[40, 50, 60],
name='yaxis2 data',
yaxis='y2'
)
data = [trace1, trace2]
layout = go.Layout(
title='Double Y Axis Example',
xaxis=dict(
domain=[0, 0.4]
),
yaxis=dict(
title='yaxis title',
type='log',
domain=[0.6, 1.0]
),
yaxis2=dict(
title='yaxis2 title',
overlaying='y',
side='right'
)
)
fig = go.Figure(data=data, layout=layout)
iplot(fig)
Finally, repeat the process 4 times to make a 2x2 subplot grid
from plotly.offline import init_notebook_mode, iplot
import plotly.graph_objs as go
init_notebook_mode()
# Top left
trace1 = go.Scatter(
x=[1, 2, 3],
y=[2, 32, 62],
name='yaxis data',
)
trace2 = go.Scatter(
x=[1, 2, 3],
y=[40, 50, 60],
name='yaxis2 data',
yaxis='y2'
)
# Top right
trace3 = go.Scatter(
x=[1, 2, 3],
y=[2, 32, 62],
name='yaxis3 data',
xaxis='x2',
yaxis='y3'
)
trace4 = go.Scatter(
x=[1, 2, 3],
y=[40, 50, 60],
name='yaxis4 data',
xaxis='x2',
yaxis='y4'
)
# Bottom left
trace5 = go.Scatter(
x=[1, 2, 3],
y=[2, 32, 62],
name='yaxis5 data',
xaxis='x3',
yaxis='y5'
)
trace6 = go.Scatter(
x=[1, 2, 3],
y=[40, 50, 60],
name='yaxis6 data',
xaxis='x3',
yaxis='y6'
)
# Bottom right
trace7 = go.Scatter(
x=[1, 2, 3],
y=[2, 32, 62],
name='yaxis7 data',
xaxis='x4',
yaxis='y7'
)
trace8 = go.Scatter(
x=[1, 2, 3],
y=[40, 50, 60],
name='yaxis8 data',
xaxis='x4',
yaxis='y8'
)
data = [trace1, trace2, trace3, trace4, trace5, trace6, trace7, trace8]
layout = go.Layout(
title='Double Y Axis Example',
legend={'x': 1.1},
width=1000,
height=500,
# Top left
xaxis=dict(
title='xaxis title',
domain=[0, 0.4]
),
yaxis=dict(
title='yaxis title',
type='log',
domain=[0.6, 1.0],
anchor='x'
),
yaxis2=dict(
title='yaxis2 title',
overlaying='y',
side='right'
),
# Top right
xaxis2=dict(
title='xaxis2 title',
domain=[0.6, 1.0],
anchor='y3'
),
yaxis3=dict(
type='log',
title='yaxis3 title',
domain=[0.6, 1.0],
anchor='x2'
),
yaxis4=dict(
title='yaxis4 title',
domain=[0.6, 1.0],
overlaying='y3',
side='right',
anchor='x2'
),
# Bottom left
xaxis3=dict(
title='xaxis3 title',
domain=[0, 0.4],
anchor='y5'
),
yaxis5=dict(
type='log',
title='yaxis5 title',
domain=[0, 0.4],
anchor='x3'
),
yaxis6=dict(
title='yaxis6 title',
domain=[0, 0.4],
overlaying='y5',
side='right',
anchor='x3'
),
# Bottom right
xaxis4=dict(
title='xaxis4, title',
domain=[0.6, 1.0],
anchor='y7'
),
yaxis7=dict(
type='log',
title='yaxis7 title',
domain=[0, 0.4],
anchor='x4'
),
yaxis8=dict(
title='yaxis8 title',
domain=[0, 0.4],
overlaying='y7',
side='right',
anchor='x4'
)
)
fig = go.Figure(data=data, layout=layout)
iplot(fig)
Hope that helps!
-Jon