I am generating a graph with two different contour lines. When I hover the mouse over the graph it compares a menu with the values of the two contours as in the image:
I obtained this result with this code:
# IMPORT
import plotly.graph_objs as go
import plotly.offline as pyo
import numpy as np
# CONSTANTS SET UP
N = 11
x_min = 0
x_max = 10
y_min = 0
y_max = 10
fontsize = 18
# COLORS SET UP
blue = '#6683f3'
orange = '#ff9266'
black = '#212121'
# DEFINE THE MESH GRID
x = np.linspace(x_min, x_max, N)
y = np.linspace(y_min, y_max, N)
XX, YY = np.meshgrid(x, y)
# CALCULATE Z1 AND Z2
Z1 = XX + YY
Z2 = XX - YY
# DEFINE THE TRACES LIST
data = [go.Contour(z = Z1,
transpose = True,
name = 'Z1',
zmin = np.min(Z1),
zmax = np.max(Z1) + 1,
hovertemplate = 'Z1 = %{z: .0f}<extra></extra>',
contours_coloring = 'lines',
showscale = False,
showlegend = True,
colorscale = [[0, orange], [1, orange]],
line_width = 4,
ncontours = 20,
contours = dict(showlabels = True,
labelformat = '.0f',
labelfont = dict(size = 18))),
go.Contour(z = Z2,
transpose = True,
name = 'Z2',
zmin = np.min(Z2),
zmax = np.max(Z2) + 1,
hovertemplate = 'Z2 = %{z: .0f}<extra></extra>',
contours_coloring = 'lines',
showscale = False,
showlegend = True,
colorscale = [[0, blue], [1, blue]],
line_width = 4,
ncontours = 20,
contours = dict(showlabels = True,
labelformat = '.0f',
labelfont = dict(size = fontsize)))]
# DEFINE THE LAYOUT
layout = go.Layout(plot_bgcolor = black,
hovermode = 'x')
# DEFINE THE FIGURE
figure = go.Figure(data = data,
layout = layout)
# IMPROVE LEGEND AND HOVERLABEL ASPECT
figure.update_layout(legend = dict(itemsizing = 'constant',
font = dict(size = fontsize)),
hoverlabel = dict(font_size = fontsize))
# PLOT THE FIGURE
pyo.plot(figure)
In the layout definition section, if I replace hovermode = 'x'
with hovermode = 'x unified'
I get this result:
I would like to remove from this menu the first line that contains the information on the x. I honestly don't know where to start, I tried to consult the plotly documentation but I did not get any clue.
What I would get (image manually edited):
A possible alternative would be to improve the appearance of the menu that appears in the first image:
Version info:
Python 4.7.0
dash 1.12.0
plotly 4.7.0
If this is your desired output:
Then just include:
figure.update_traces(hoverinfo = 'name+z')
And, for both go.Contour
, drop the hovertemplate
parts:
#hovertemplate = 'Z1 = %{z: .0f}<extra></extra>',
.
.
#hovertemplate = 'Z2 = %{z: .0f}<extra></extra>',
Plot:
Some important details:
It seems that figure.update_traces(hoverinfo = 'name+z')
or similar setups will have noe effect if a hovertemplate has been defined in go.Contour()
. At least that is what I've found to be the case. Please let me know if you make any other discoveries after testing this!
Complete code:
# IMPORT
import plotly.graph_objs as go
import plotly.offline as pyo
import numpy as np
# CONSTANTS SET UP
N = 11
x_min = 0
x_max = 10
y_min = 0
y_max = 10
fontsize = 18
# COLORS SET UP
blue = '#6683f3'
orange = '#ff9266'
black = '#212121'
# DEFINE THE MESH GRID
x = np.linspace(x_min, x_max, N)
y = np.linspace(y_min, y_max, N)
XX, YY = np.meshgrid(x, y)
# CALCULATE Z1 AND Z2
Z1 = XX + YY
Z2 = XX - YY
# DEFINE THE TRACES LIST
data = [go.Contour(z = Z1,
transpose = True,
name = 'Z1',
zmin = np.min(Z1),
zmax = np.max(Z1) + 1,
#hovertemplate = 'Z1 = %{z: .0f}<extra></extra>',
contours_coloring = 'lines',
showscale = False,
showlegend = True,
colorscale = [[0, orange], [1, orange]],
line_width = 4,
ncontours = 20,
contours = dict(showlabels = True,
labelformat = '.0f',
labelfont = dict(size = 18))),
go.Contour(z = Z2,
transpose = True,
name = 'Z2',
zmin = np.min(Z2),
zmax = np.max(Z2) + 1,
# hovertemplate = 'Z2 = %{z: .0f}<extra></extra>',
contours_coloring = 'lines',
showscale = False,
showlegend = True,
colorscale = [[0, blue], [1, blue]],
line_width = 4,
ncontours = 20,
contours = dict(showlabels = True,
labelformat = '.0f',
labelfont = dict(size = fontsize)))]
# DEFINE THE LAYOUT
layout = go.Layout(plot_bgcolor = black,
hovermode = 'x unified')
# DEFINE THE FIGURE
figure = go.Figure(data = data,
layout = layout)
figure.update_traces(hoverinfo = 'name+z')
figure.update_layout(legend = dict(itemsizing = 'constant',
font = dict(size = fontsize)),
hoverlabel = dict(font_size = fontsize))
figure.show()
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