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Author: Mmabiaa

Python_Begginer_Projects/Amazing/3d_Surface_plot.py

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+import numpy as np
+import matplotlib.pyplot as plt
+from mpl_toolkits.mplot3d import Axes3D
+
+# Define the range of x and y values
+x = np.linspace(-5, 5, 50)  # Extending the range for more variation
+y = np.linspace(-5, 5, 50)
+
+# Create meshgrid for X and Y
+X, Y = np.meshgrid(x, y)
+
+# Calculate Z values for each combination of X and Y
+Z = np.sin(np.sqrt(X**2 + Y**2))
+
+# Create the plot
+fig = plt.figure()
+ax = fig.add_subplot(111, projection='3d')
+
+# Plot the surface with color map
+surface = ax.plot_surface(X, Y, Z, cmap='viridis')
+
+# Add a colorbar with correct normalization
+fig.colorbar(surface, ax=ax, shrink=0.5, aspect=5)
+
+# Set axis labels
+ax.set_xlabel('X axis')
+ax.set_ylabel('Y axis')
+ax.set_zlabel('Z axis')
+
+# Display the plot
+plt.show()