diff --git a/graphs/graph_2d.py b/graphs/graph_2d.py
new file mode 100644
index 0000000..eb3d5ec
--- /dev/null
+++ b/graphs/graph_2d.py
@@ -0,0 +1,30 @@
+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')
+axs[0].grid(which='minor', linestyle='-', linewidth=0.2, color='gray')
+
+
+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')
+axs[1].grid(which='minor', linestyle='-', linewidth=0.2, color='gray')
+
+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')
+axs[2].grid(which='minor', linestyle='-', linewidth=0.2, color='gray')
+
+plt.tight_layout()
+plt.show()