import matplotlib.pyplot as plt
import numpy as np

# Create data for plotting
x = np.linspace(0.1, 5)
y = x**2

fig, axs = plt.subplots(3, 1, figsize=(6, 8))

axs[0].plot(x, y)
axs[0].set_title('Linear graph for y = x^2')
# Enable grid lines for the linear graph
# axs[0].grid(which='major', linestyle='-', linewidth=0.2, color='gray') # Control major grid lines
# axs[0].grid(which='minor', linestyle='-', linewidth=0.2, color='gray') # Control minor grid lines
axs[0].grid(which='both', linestyle='-', linewidth=0.2, color='gray') # Control major and minor grid lines


axs[1].semilogx(x, y)
axs[1].set_title('Linlog graph for y = x^2')
# Enable grid lines for the linlog graph
# axs[1].grid(which='major', linestyle='-', linewidth=0.2, color='gray') # Control major grid lines
# axs[1].grid(which='minor', linestyle='-', linewidth=0.2, color='gray') # Control minor grid lines
axs[1].grid(which='both', linestyle='-', linewidth=0.2, color='gray') # Control major and minor grid lines

axs[2].loglog(x, y)
axs[2].set_title('Loglog graph for y = x^2')
# Enable grid lines for the loglog graph
# axs[2].grid(which='major', linestyle='-', linewidth=0.2, color='gray') # Control major grid lines
# axs[2].grid(which='minor', linestyle='-', linewidth=0.2, color='gray') # Control minor grid lines
axs[2].grid(which='both', linestyle='-', linewidth=0.2, color='gray') # Control major and minor grid lines
plt.tight_layout()
plt.show()