Parallel Plot for Cateogrical and Continuous variable by Plotly Express

h1ros

Goal¶

This post aims to introduce how to draw Parallel Plot for categorical and continuous variable by Plotly Express

Reference

In [19]:

import pandas as pd
import plotly.express as px
import plotly.io as pio
pio.renderers.default = "png"

In [4]:

df = px.data.election()
df.head()

Out[4]:

	district	Coderre	Bergeron	Joly	total	winner	result
0	101-Bois-de-Liesse	2481	1829	3024	7334	Joly	plurality
1	102-Cap-Saint-Jacques	2525	1163	2675	6363	Joly	plurality
2	11-Sault-au-Récollet	3348	2770	2532	8650	Coderre	plurality
3	111-Mile-End	1734	4782	2514	9030	Bergeron	majority
4	112-DeLorimier	1770	5933	3044	10747	Bergeron	majority

In [20]:

fig = px.parallel_coordinates(df,color='total', color_continuous_scale=px.colors.sequential.Inferno)
fig

In [9]:

df = px.data.election()
df.head()

Out[9]:

	district	Coderre	Bergeron	Joly	total	winner	result
0	101-Bois-de-Liesse	2481	1829	3024	7334	Joly	plurality
1	102-Cap-Saint-Jacques	2525	1163	2675	6363	Joly	plurality
2	11-Sault-au-Récollet	3348	2770	2532	8650	Coderre	plurality
3	111-Mile-End	1734	4782	2514	9030	Bergeron	majority
4	112-DeLorimier	1770	5933	3044	10747	Bergeron	majority

In [21]:

fig = px.parallel_categories(df, color="total", color_continuous_scale=px.colors.sequential.Inferno)
fig