how to plot interactive 3d plot in python in python

To plot interactive 3D plots in Python, we can use the plotly library. First, we need to install it by running the following command in our terminal:

main.py
pip install plotly

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Once installed, we can use the plotly.graph_objs module to create our 3D plot. Here's an example code snippet:

main.py
import plotly.graph_objs as go

# Define x, y, and z coordinates
import numpy as np
x, y, z = np.random.multivariate_normal(np.zeros(3), np.eye(3), 400).transpose()

# Create plotly figure
fig = go.Figure(data=[go.Scatter3d(x=x, y=y, z=z, mode='markers')])

# Set layout properties
fig.update_layout(scene=dict(xaxis_title='X', yaxis_title='Y', zaxis_title='Z'))

# Show plot
fig.show()

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This will plot a 3D scatter plot of 400 randomly generated points. We can rotate the plot and zoom in/out using the mouse.

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related categories

python
visualization
3d-plotting

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