diff --git a/python-list/matrix.py b/python-list/matrix.py
index faf29479bb..64446808bc 100644
--- a/python-list/matrix.py
+++ b/python-list/matrix.py
@@ -1,9 +1,32 @@
-matrix = []
+"""
+Different ways to create a 5x5 matrix initialized with zeros.
+
+This file demonstrates three approaches for educational purposes.
+"""
+
+
+# 1️⃣ Using nested loops
+matrix_loop = []
 for row in range(5):
-    matrix.append([])
+    matrix_loop.append([])
     for _ in range(5):
-        matrix[row].append(0)
+        matrix_loop[row].append(0)
+
+
+# 2️⃣ Using list comprehension (recommended)
+matrix_comprehension = [[0 for _ in range(5)] for _ in range(5)]
+
+
+# 3️⃣ Using multiplication (be careful with nested lists!)
+matrix_multiplication = [[0] * 5 for _ in range(5)]
+
+
+if __name__ == "__main__":
+    print("Matrix created using loops:")
+    print(matrix_loop)
 
-matrix = [[0 for _ in range(5)] for _ in range(5)]
+    print("\nMatrix created using list comprehension:")
+    print(matrix_comprehension)
 
-matrix = [[0] * 5 for _ in range(5)]
+    print("\nMatrix created using multiplication:")
+    print(matrix_multiplication)