Home - News ( United States | United Kingdom | Italy | Germany ) - Football scores

Showing content from https://www.geeksforgeeks.org/3d-bubble-chart-using-plotly-in-python/ below:

3D Bubble chart using Plotly in Python

Last Updated : 10 Jul, 2020

Plotly is a Python library that is used to design graphs, especially interactive graphs. It can plot various graphs and charts like histogram, barplot, boxplot, spreadplot, and many more. It is mainly used in data analysis as well as financial analysis. plotly is an interactive visualization library.

A bubble chart can be created using the scatter_3d() method of plotly.express class. A bubble chart is a data visualization which helps to displays multiple circles (bubbles) in a 3d dimensional plot as same in 3d scatter plot. A bubble chart is primarily used to depict and show relationships between numeric variables.

Example 1: Using Iris dataset

import plotly.express as px


df = px.data.iris()
fig = px.scatter_3d(df, x='sepal_width',
                    y='sepal_length', 
                    z='petal_width',
                    size='petal_length', 
                    color='species')

fig.show()

Output:

Example 2: Using tips dataset

import plotly.express as px


df = px.data.tips()
fig = px.scatter_3d(df, x='total_bill',
                    y='day', z='time',
                    size='tip', color='sex')

fig.show()

Output:

It can be edited using the color option of the Scatter3D() method of graph_objects class. Let's look at the below example for a better understanding of the topic.

Example:

import plotly.express as px
import plotly.graph_objects as go


df = px.data.tips()

fig = go.Figure(go.Scatter3d(
    x = df['total_bill'],
    y = df['time'],
    z = df['day'],
    mode = 'markers',
    marker = dict(
        color = df['tip'],
        size = df['total_bill'],
        colorscale=[[0, 'rgb(15, 10, 172)'], 
                    [.3, 'rgb(150, 255, 255)'], 
                    [1, 'rgb(100, 10, 100)']]
        )
))

fig.show()

Output:

RetroSearch is an open source project built by @garambo | Open a GitHub Issue

Search and Browse the WWW like it's 1997 | Search results from DuckDuckGo

HTML: 3.2 | Encoding: UTF-8 | Version: 0.7.4