Plotly: What color cycle does plotly express follow?
Asked Answered
R

1

5

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:

enter image description here

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:

enter image description here

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 possible to 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...

Ryan answered 14/1, 2020 at 10:58 Comment(0)
T
9

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']

Turbofan answered 19/1, 2020 at 1:37 Comment(0)

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