diff --git a/sorts/bubble_sort.py b/sorts/bubble_sort.py
index 4d658a4a12e4..63bc67645f93 100644
--- a/sorts/bubble_sort.py
+++ b/sorts/bubble_sort.py
@@ -2,7 +2,19 @@
 
 
 def bubble_sort_iterative(collection: list[Any]) -> list[Any]:
-    """Pure implementation of bubble sort algorithm in Python
+    """Pure implementation of bubble sort algorithm in Python.
+    Bubble sort repeatedly steps through the list, compares adjacent
+    elements, and swaps them if they are in the wrong order.
+    This process is repeated until the list is sorted.
+
+    Time Complexity:
+        Worst Case: O(n^2)
+        Average Case: O(n^2)
+        Best Case: O(n) (When the list is already sorted and
+        optimized with early stopping)
+
+    Space Complexity:
+        O(1) (in-place sorting)
 
     :param collection: some mutable ordered collection with heterogeneous
     comparable items inside
@@ -62,6 +74,14 @@ def bubble_sort_iterative(collection: list[Any]) -> list[Any]:
 
 def bubble_sort_recursive(collection: list[Any]) -> list[Any]:
     """It is similar iterative bubble sort but recursive.
+    Time Complexity:
+        Worst Case: O(n^2)
+        Average Case: O(n^2)
+        Best Case: O(n^2) (no early stopping
+        optimization like iterative version)
+
+    Space Complexity:
+        O(n) due to recursion stac
 
     :param collection: mutable ordered sequence of elements
     :return: the same list in ascending order