Plotly: What color cycle does plotly express follow?

问题

I would think that the default color cycle would be (some variants of) ['blue', 'red', 'green', 'purple', 'orange'] like in the plot below:

Plot 1:

Code 1:

import plotly
import plotly.express as px

gapminder = px.data.gapminder()
gapminder2007=gapminder.query("year==2007")
px.scatter(gapminder2007, x='gdpPercap', y='lifeExp', color="continent")

At least that seems to be the order of the cycle since omitting Oceania from the continents will give you this:

Now the order of the remaining colors are the same except for the last orange looking one (just showing that the application of the colors are not aribtrary).

I thought this would be possibleto retrieve using plotly.colors.DEFAULT_PLOTLY_COLORS which will give you:

['rgb(31, 119, 180)',
 'rgb(255, 127, 14)',
 'rgb(44, 160, 44)',
 'rgb(214, 39, 40)',
 'rgb(148, 103, 189)',
 'rgb(140, 86, 75)',
 'rgb(227, 119, 194)',
 'rgb(127, 127, 127)',
 'rgb(188, 189, 34)',
 'rgb(23, 190, 207)']

But those colors are ordered like ['blue', 'orange', 'green', 'red']...

So, what color cycle does plotly express follow when setting for color="continent" in px.scatter(gapminder2007, x='gdpPercap', y='lifeExp', color="continent")?

I tried looking under help(px.colors) too, but that didn't give much:

Help on module plotly.express.colors in plotly.express:

NAME plotly.express.colors

DATA DEFAULT_PLOTLY_COLORS = ['rgb(31, 119, 180)', 'rgb(255, 127, 14)', 'rg... PLOTLY_SCALES = {'Blackbody': [[0, 'rgb(0,0,0)'], [0.2, 'rgb(230,0,0)'... absolute_import = _Feature((2, 5, 0, 'alpha', 1), (3, 0, 0, 'alpha', 0...

回答1:

This doc page covers discrete color sequences: https://plot.ly/python/discrete-color/ and mentions that the default sequence comes from layout.colorway in the active template.

In the default template called plotly this is the sequence available under px.colors.qualitative.Plotly.

This sequence is ['#636EFA', '#EF553B', '#00CC96', '#AB63FA', '#FFA15A', '#19D3F3', '#FF6692', '#B6E880', '#FF97FF', '#FECB52']

来源：https://stackoverflow.com/questions/59732422/plotly-what-color-cycle-does-plotly-express-follow

标签

python

plotly