Three dimensional plot in Foundation of Data Science

 Define Three dimensional plot

        Three dimensional plotting in matplotlib allows you to visualize data in three dimensional, providing a  more comprehensive understanding of complex datasets. 


3D Plotting in Matplotlib

        They are classify into five types they are
  1. 3D Line plots
  2. 3D Scatter plots
  3. 3D Surface plots
  4. 3D Wireframe plots
  5. 3D Contour plots

3D Line plot

        A 3D line plot connects points in three dimensional space , allowing  you to visualize relationship among three variables

Example





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3D Scatter plot

        A 3D Scatter plot display individual data points in three dimensional which is useful for visualization the distribution and relationship of data sets

Example




Output



3D Surface plot

        A 3D Surface plot create a surface that represent a 3D dataset. It is useful for visualizing  functions  of two variable.

Example



Output



3D Wireframe plot

        A 3D Wireframe plot shows the structure of a 3D surface as a mesh of lines.

Example



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3D Contour plot

        A 3D Contour plot display contour lines on a 3d surface , providing a two dimensional view of the data.


Example




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