We want to plot polar diagram for young modulus and Poisson's ration for 2D monolayer material. If have any script or software please suggest me. Image are attached here.
Thank You,
script that demonstrates how to create a polar plot:
```python
import numpy as np
import matplotlib.pyplot as plt
# Sample data for Young's modulus and Poisson's ratio
theta = np.linspace(0, 2*np.pi, 100) # Angular values
young_modulus = np.random.rand(100) # Young's modulus values (replace with your own data)
poissons_ratio = np.random.rand(100) # Poisson's ratio values (replace with your own data)
# Create the polar plot
fig = plt.figure()
ax = fig.add_subplot(111, polar=True)
# Plot Young's modulus
ax.plot(theta, young_modulus, label="Young's Modulus")
ax.fill(theta, young_modulus, alpha=0.25)
# Plot Poisson's ratio
ax.plot(theta, poissons_ratio, label="Poisson's Ratio")
ax.fill(theta, poissons_ratio, alpha=0.25)
# Set the labels and title
ax.set_xticklabels([])
ax.set_yticklabels([])
ax.set_title("Polar Diagram for Young's Modulus and Poisson's Ratio")
# Add a legend
ax.legend()
# Show the plot
plt.show()
```
matplotlib library should been installed (`pip install matplotlib`) before running this script. You can replace the sample data (`young_modulus` and `poissons_ratio`) with your own data accordingly.
This script generates a polar plot with Young's modulus and Poisson's ratio represented as two separate curves. Each data point is plotted at a specific angle (`theta`) around the polar axis. The `fill` function is used to fill the area enclosed by the curves.
Good luck
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