Carpet scatter
Basic Carpet Plot¶
import plotly.graph_objects as go
fig = go.Figure(go.Carpet(
a = [4, 4, 4, 4.5, 4.5, 4.5, 5, 5, 5, 6, 6, 6],
b = [1, 2, 3, 1, 2, 3, 1, 2, 3, 1, 2, 3],
y = [2, 3.5, 4, 3, 4.5, 5, 5.5, 6.5, 7.5, 8, 8.5, 10],
aaxis = dict(
tickprefix = 'a = ',
ticksuffix = 'm',
smoothing = 1,
minorgridcount = 9
),
baxis = dict(
tickprefix = 'b = ',
ticksuffix = 'Pa',
smoothing = 1,
minorgridcount = 9
)
))
fig.show()
Add Carpet Scatter Trace¶
import plotly.graph_objects as go
fig = go.Figure()
fig.add_trace(go.Carpet(
a = [4, 4, 4, 4.5, 4.5, 4.5, 5, 5, 5, 6, 6, 6],
b = [1, 2, 3, 1, 2, 3, 1, 2, 3, 1, 2, 3],
y = [2, 3.5, 4, 3, 4.5, 5, 5.5, 6.5, 7.5, 8, 8.5, 10],
aaxis = dict(
tickprefix = 'a = ',
ticksuffix = 'm',
smoothing = 1,
minorgridcount = 9
),
baxis = dict(
tickprefix = 'b = ',
ticksuffix = 'Pa',
smoothing = 1,
minorgridcount = 9
)
))
fig.add_trace(go.Scattercarpet(
a = [4, 4.5, 5, 6],
b = [2.5, 2.5, 2.5, 2.5],
line = dict(
shape = 'spline',
smoothing = 1,
color = 'blue'
)
))
fig.show()
Add Multiple Scatter Traces¶
import plotly.graph_objects as go
fig = go.Figure()
fig.add_trace(go.Carpet(
a = [0.1,0.2,0.3],
b = [1,2,3],
y = [[1,2.2,3],[1.5,2.7,3.5],[1.7,2.9,3.7]],
cheaterslope = 1,
aaxis = dict(
title = "a",
tickmode = "linear",
dtick = 0.05
),
baxis = dict(
title = "b",
tickmode = "linear",
dtick = 0.05
)
))
fig.add_trace(go.Scattercarpet(
name = "b = 1.5",
a = [0.05, 0.15, 0.25, 0.35],
b = [1.5, 1.5, 1.5, 1.5]
))
fig.add_trace(go.Scattercarpet(
name = "b = 2",
a = [0.05, 0.15, 0.25, 0.35],
b = [2, 2, 2, 2]
))
fig.add_trace(go.Scattercarpet(
name = "b = 2.5",
a = [0.05, 0.15, 0.25, 0.35],
b = [2.5, 2.5, 2.5, 2.5]
))
fig.add_trace(go.Scattercarpet(
name = "a = 0.15",
a = [0.15, 0.15, 0.15, 0.15],
b = [0.5, 1.5, 2.5, 3.5],
line = dict(
smoothing = 1,
shape = "spline"
)
))
fig.add_trace(go.Scattercarpet(
name = "a = 0.2",
a = [0.2, 0.2, 0.2, 0.2],
b = [0.5, 1.5, 2.5, 3.5],
line = dict(
smoothing = 1,
shape = "spline"
),
marker = dict(
size = [10, 20, 30, 40],
color = ["#000", "#f00", "#ff0", "#fff"]
)
))
fig.add_trace(go.Scattercarpet(
name = "a = 0.25",
a = [0.25, 0.25, 0.25, 0.25],
b = [0.5, 1.5, 2.5, 3.5],
line = dict(
smoothing = 1,
shape = "spline"
)
))
fig.update_layout(
title = "scattercarpet extrapolation, clipping, and smoothing",
hovermode = "closest"
)
fig.show()
Reference¶
See https://plotly.com/python/reference/scattercarpet/ for more information and chart attribute options!