diff --git a/DIRECTORY.md b/DIRECTORY.md
index 03044e01084b..f08c31794b1e 100644
--- a/DIRECTORY.md
+++ b/DIRECTORY.md
@@ -25,7 +25,9 @@
   * [Sum Of Subsets](https://github.com/TheAlgorithms/Python/blob/master/backtracking/sum_of_subsets.py)
 
 ## Bit Manipulation
+  * [Binary And Operator](https://github.com/TheAlgorithms/Python/blob/master/bit_manipulation/binary_and_operator.py)
   * [Binary Or Operator](https://github.com/TheAlgorithms/Python/blob/master/bit_manipulation/binary_or_operator.py)
+  * [Binary Xor Operator](https://github.com/TheAlgorithms/Python/blob/master/bit_manipulation/binary_xor_operator.py)
 
 ## Blockchain
   * [Chinese Remainder Theorem](https://github.com/TheAlgorithms/Python/blob/master/blockchain/chinese_remainder_theorem.py)
diff --git a/data_structures/linked_list/singly_linked_list.py b/data_structures/linked_list/singly_linked_list.py
index 1f3e03a31b7e..39b14c520521 100644
--- a/data_structures/linked_list/singly_linked_list.py
+++ b/data_structures/linked_list/singly_linked_list.py
@@ -9,50 +9,110 @@ def __repr__(self):
 
 class LinkedList:
     def __init__(self):
-        self.head = None  # initialize head to None
+        self.head = None
+
+    def __iter__(self):
+        node = self.head
+        while node:
+            yield node.data
+            node = node.next
+
+    def __len__(self) -> int:
+        """
+        Return length of linked list i.e. number of nodes
+        >>> linked_list = LinkedList()
+        >>> len(linked_list)
+        0
+        >>> linked_list.insert_tail("head")
+        >>> len(linked_list)
+        1
+        >>> linked_list.insert_head("head")
+        >>> len(linked_list)
+        2
+        >>> _ = linked_list.delete_tail()
+        >>> len(linked_list)
+        1
+        >>> _ = linked_list.delete_head()
+        >>> len(linked_list)
+        0
+        """
+        return len(tuple(iter(self)))
+
+    def __repr__(self):
+        """
+        String representation/visualization of a Linked Lists
+        """
+        return "->".join([str(item) for item in self])
+
+    def __getitem__(self, index):
+        """
+        Indexing Support. Used to get a node at particular position
+        """
+        if index < 0:
+            raise ValueError("Negative indexes are not yet supported")
+        for i, node in enumerate(self):
+            if i == index:
+                return node.data
+
+    # Used to change the data of a particular node
+    def __setitem__(self, index, data):
+        current = self.head
+        # If list is empty
+        if current is None:
+            raise IndexError("The Linked List is empty")
+        for i in range(index):
+            if current.next is None:
+                raise IndexError("list index out of range")
+            current = current.next
+        current.data = data
 
     def insert_tail(self, data) -> None:
+        self.insert_nth(len(self), data)
+
+    def insert_head(self, data) -> None:
+        self.insert_nth(0, data)
+
+    def insert_nth(self, index: int, data) -> None:
+        if not 0 <= index <= len(self):
+            raise IndexError("list index out of range")
+        new_node = Node(data)
         if self.head is None:
-            self.insert_head(data)  # if this is first node, call insert_head
+            self.head = new_node
+        elif index == 0:
+            new_node.next = self.head  # link new_node to head
+            self.head = new_node
         else:
             temp = self.head
-            while temp.next:  # traverse to last node
+            for _ in range(index - 1):
                 temp = temp.next
-            temp.next = Node(data)  # create node & link to tail
-
-    def insert_head(self, data) -> None:
-        new_node = Node(data)  # create a new node
-        if self.head:
-            new_node.next = self.head  # link new_node to head
-        self.head = new_node  # make NewNode as head
+            new_node.next = temp.next
+            temp.next = new_node
 
     def print_list(self) -> None:  # print every node data
-        temp = self.head
-        while temp:
-            print(temp.data)
-            temp = temp.next
-
-    def delete_head(self):  # delete from head
-        temp = self.head
-        if self.head:
-            self.head = self.head.next
-            temp.next = None
-        return temp
+        print(self)
+
+    def delete_head(self):
+        return self.delete_nth(0)
 
     def delete_tail(self):  # delete from tail
-        temp = self.head
-        if self.head:
-            if self.head.next is None:  # if head is the only Node in the Linked List
-                self.head = None
-            else:
-                while temp.next.next:  # find the 2nd last element
-                    temp = temp.next
-                # (2nd last element).next = None and temp = last element
-                temp.next, temp = None, temp.next
-        return temp
+        return self.delete_nth(len(self) - 1)
+
+    def delete_nth(self, index: int = 0):
+        if not 0 <= index <= len(self) - 1:  # test if index is valid
+            raise IndexError("list index out of range")
+        delete_node = self.head  # default first node
+        if index == 0:
+            self.head = self.head.next
+        else:
+            temp = self.head
+            for _ in range(index - 1):
+                temp = temp.next
+            delete_node = temp.next
+            temp.next = temp.next.next
+        return delete_node.data
 
     def is_empty(self) -> bool:
-        return self.head is None  # return True if head is none
+        return self.head is None
 
     def reverse(self):
         prev = None
@@ -70,101 +130,74 @@ def reverse(self):
         # Return prev in order to put the head at the end
         self.head = prev
 
-    def __repr__(self):  # String representation/visualization of a Linked Lists
-        current = self.head
-        string_repr = ""
-        while current:
-            string_repr += f"{current} --> "
-            current = current.next
-        # END represents end of the LinkedList
-        return string_repr + "END"
 
-    # Indexing Support. Used to get a node at particular position
-    def __getitem__(self, index):
-        current = self.head
+def test_singly_linked_list() -> None:
+    """
+    >>> test_singly_linked_list()
+    """
+    linked_list = LinkedList()
+    assert linked_list.is_empty() is True
+    assert str(linked_list) == ""
 
-        # If LinkedList is empty
-        if current is None:
-            raise IndexError("The Linked List is empty")
+    try:
+        linked_list.delete_head()
+        assert False  # This should not happen.
+    except IndexError:
+        assert True  # This should happen.
 
-        # Move Forward 'index' times
-        for _ in range(index):
-            # If the LinkedList ends before reaching specified node
-            if current.next is None:
-                raise IndexError("Index out of range.")
-            current = current.next
-        return current
+    try:
+        linked_list.delete_tail()
+        assert False  # This should not happen.
+    except IndexError:
+        assert True  # This should happen.
 
-    # Used to change the data of a particular node
-    def __setitem__(self, index, data):
-        current = self.head
-        # If list is empty
-        if current is None:
-            raise IndexError("The Linked List is empty")
-        for i in range(index):
-            if current.next is None:
-                raise IndexError("Index out of range.")
-            current = current.next
-        current.data = data
+    for i in range(10):
+        assert len(linked_list) == i
+        linked_list.insert_nth(i, i + 1)
+    assert str(linked_list) == "->".join(str(i) for i in range(1, 11))
 
-    def __len__(self):
-        """
-        Return length of linked list i.e. number of nodes
-        >>> linked_list = LinkedList()
-        >>> len(linked_list)
-        0
-        >>> linked_list.insert_tail("head")
-        >>> len(linked_list)
-        1
-        >>> linked_list.insert_head("head")
-        >>> len(linked_list)
-        2
-        >>> _ = linked_list.delete_tail()
-        >>> len(linked_list)
-        1
-        >>> _ = linked_list.delete_head()
-        >>> len(linked_list)
-        0
-        """
-        if not self.head:
-            return 0
+    linked_list.insert_head(0)
+    linked_list.insert_tail(11)
+    assert str(linked_list) == "->".join(str(i) for i in range(0, 12))
 
-        count = 0
-        cur_node = self.head
-        while cur_node.next:
-            count += 1
-            cur_node = cur_node.next
-        return count + 1
+    assert linked_list.delete_head() == 0
+    assert linked_list.delete_nth(9) == 10
+    assert linked_list.delete_tail() == 11
+    assert str(linked_list) == "->".join(str(i) for i in range(1, 10))
 
 
 def main():
-    A = LinkedList()
-    A.insert_head(input("Inserting 1st at head ").strip())
-    A.insert_head(input("Inserting 2nd at head ").strip())
+    from doctest import testmod
+
+    testmod()
+
+    linked_list = LinkedList()
+    linked_list.insert_head(input("Inserting 1st at head ").strip())
+    linked_list.insert_head(input("Inserting 2nd at head ").strip())
     print("\nPrint list:")
-    A.print_list()
-    A.insert_tail(input("\nInserting 1st at tail ").strip())
-    A.insert_tail(input("Inserting 2nd at tail ").strip())
+    linked_list.print_list()
+    linked_list.insert_tail(input("\nInserting 1st at tail ").strip())
+    linked_list.insert_tail(input("Inserting 2nd at tail ").strip())
     print("\nPrint list:")
-    A.print_list()
+    linked_list.print_list()
     print("\nDelete head")
-    A.delete_head()
+    linked_list.delete_head()
     print("Delete tail")
-    A.delete_tail()
+    linked_list.delete_tail()
     print("\nPrint list:")
-    A.print_list()
+    linked_list.print_list()
     print("\nReverse linked list")
-    A.reverse()
+    linked_list.reverse()
     print("\nPrint list:")
-    A.print_list()
+    linked_list.print_list()
     print("\nString representation of linked list:")
-    print(A)
+    print(linked_list)
     print("\nReading/changing Node data using indexing:")
-    print(f"Element at Position 1: {A[1]}")
-    A[1] = input("Enter New Value: ").strip()
+    print(f"Element at Position 1: {linked_list[1]}")
+    linked_list[1] = input("Enter New Value: ").strip()
     print("New list:")
-    print(A)
-    print(f"length of A is : {len(A)}")
+    print(linked_list)
+    print(f"length of linked_list is : {len(linked_list)}")
 
 
 if __name__ == "__main__":