diff --git a/hash_practice/exercises.py b/hash_practice/exercises.py
index 48bf95e..f432fb8 100644
--- a/hash_practice/exercises.py
+++ b/hash_practice/exercises.py
@@ -2,19 +2,43 @@
 def grouped_anagrams(strings):
     """ This method will return an array of arrays.
         Each subarray will have strings which are anagrams of each other
-        Time Complexity: ?
-        Space Complexity: ?
+        Time Complexity: O(n)
+        Space Complexity: O(1)
     """
-    pass
+
+    dict = {}
+    for string in strings:
+        sorted_string = ''.join(sorted(string))
+        if sorted_string in dict:
+            dict[sorted_string].append(string)
+        else:
+            dict[sorted_string] = [string]
+    return_list = []
+    for key, value in dict.items():
+        return_list.append(value)
+    return return_list
+
 
 def top_k_frequent_elements(nums, k):
     """ This method will return the k most common elements
         In the case of a tie it will select the first occuring element.
-        Time Complexity: ?
-        Space Complexity: ?
+        Time Complexity: O(n log n)
+        Space Complexity: O(n)
     """
-    pass
-
+    frequency_dict = {}
+    if nums == []:
+        return nums
+    for num in nums:
+        if num in frequency_dict:
+            frequency_dict[num] += 1
+        else:
+            frequency_dict[num] = 1
+    return_list = []
+    for i in range(k):
+        highest_value = max(frequency_dict, key = frequency_dict.get)
+        return_list.append(highest_value)
+        frequency_dict.pop(highest_value)
+    return return_list
 
 def valid_sudoku(table):
     """ This method will return the true if the table is still
@@ -25,5 +49,5 @@ def valid_sudoku(table):
         Time Complexity: ?
         Space Complexity: ?
     """
-    pass
+