How to make 3D Volume plots using plotly?
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How to make 3D Volume plots using plotly?

How to make 3D Volume plots using plotly?

This recipe helps you make 3D Volume plots using plotly

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Recipe Objective

Make 3D Volume plots using plotly.

Volume plot this shows many partial transparent isosurfaces for rendering the volume. The opacityscale parameter of this plot results in a depth effect and generates better volume rendering. Three-dimensional volume visualization is a method that allows one to observe and manipulate 3D volumetric data. It represents 3D objects in terms of surfaces and edges approximated by polygons and lines.

Step 1 - Import libraries

import plotly.graph_objects as go import numpy as np

Step 2 - Take Sample Data

x_data = np.linspace(-5, 5, 10) y_data = np.linspace(-6, 6, 12) z_data = np.linspace(-6, 6, 12) X, Y, Z = np.meshgrid(x_data, y_data, z_data) values = (np.sin(X**2 + Y**2))/(X**2 + Y**2)

Step 3 - Plot graph

fig = go.Figure(data=go.Volume( x=X.flatten(), y=Y.flatten(), z=Z.flatten(), value=values.flatten(), opacity=0.2, )) fig.show()

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