diff --git a/lib/exercises.rb b/lib/exercises.rb
index 2cb2bfa..083ac09 100644
--- a/lib/exercises.rb
+++ b/lib/exercises.rb
@@ -1,27 +1,105 @@
-
-
 # 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) because it will need to check every item in the array
+# Space Complexity: O(1)
 def grouped_anagrams(strings)
-  raise NotImplementedError, "Method hasn't been implemented yet!"
+  if strings.length == 0
+    return []
+  end
+
+  hash = Hash.new
+  temp_word = ""
+
+  # in a loop
+    # split the word at ("") and sort it and save the results into an array (if 2 words are anagrams of each other, sorting them means the letters of both words will be re-arranged in the same sequence)
+  strings.each do |word|
+    temp_word = word.split("").sort
+
+    # check if the hash has the element of the array as a key, if not then add it as a key in the hash
+    if hash.include?(temp_word)
+      hash[temp_word].push(word)
+    # check if the 2nd element is in the hash, if not then add it as a value to the key that was previously added
+    else
+      hash[temp_word] = [word]
+    end
+  end
+
+  # puts "Hash"
+  # puts hash
+
+  # save the values of the hash into an array and return that array
+  anagrams = []
+  hash.each do |key, value|
+    anagrams.push(value)
+  end
+  return anagrams
 end
 
+# def grouped_anagrams(list)
+#   if list.length == 0
+#     return []
+#   end
+
+#   parent = [[list[0]]]
+
+#   for i in (1...list.length)
+#     new_word_srtd = list[i].chars.sort.join
+#     is_anagram = false
+
+#     for j in (0...parent.length)
+#       old_words_srtd = parent[j][0].chars.sort.join
+#       if old_words_srtd == new_word_srtd
+#         is_anagram = true
+#         parent[j].push(list[i])
+#         break
+#       end
+#     end
+#     if is_anagram == false
+#       parent.push([list[i]])
+#     end
+#   end
+#   return parent
+# end
+
 # 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) because it will have to loop throught the entire array
+# Space Complexity: O(1)
 def top_k_frequent_elements(list, k)
-  raise NotImplementedError, "Method hasn't been implemented yet!"
+
+  if list.length == 0
+    return []
+  end
+
+  hash = Hash.new
+  # loop through the list
+    # add each element in the list as a key in k with a count value (to count how many times that particular element exists in the list)
+    # if element doesn't exist in the hash, then add it with a default value of 1
+
+    list.each do |element|
+      if hash.include?(element)
+        hash[element] += 1
+      else
+        hash[element] = 1
+      end
+    end
+
+      # in the hash, we can sort the key value pairs by order of occurence (most occurrences first)
+      # we can push the highest occurening keys into an array and return the array
+
+      top_k = []
+      hash.sort_by { |key, value| -value }
+      hash.each do |key, value|
+        top_k << key
+      end
+      return top_k[0..(k - 1)]
 end
 
 
 # This method will return the true if the table is still
 #   a valid sudoku table.
 #   Each element can either be a ".", or a digit 1-9
-#   The same digit cannot appear twice or more in the same 
+#   The same digit cannot appear twice or more in the same
 #   row, column or 3x3 subgrid
 # Time Complexity: ?
 # Space Complexity: ?
diff --git a/test/exercises_test.rb b/test/exercises_test.rb
index a649110..5e94e7c 100644
--- a/test/exercises_test.rb
+++ b/test/exercises_test.rb
@@ -5,7 +5,7 @@
     it "will return [] for an empty array" do
       #Arrange
       list = []
-      
+
       # Act-Assert
       expect(grouped_anagrams(list)).must_equal []
     end
@@ -68,7 +68,7 @@
     end
   end
 
-  xdescribe "top_k_frequent_elements" do
+  describe "top_k_frequent_elements" do
     it "works with example 1" do
       # Arrange
       list = [1,1,1,2,2,3]
diff --git a/test/test_helper.rb b/test/test_helper.rb
index ebdd402..e7742d0 100644
--- a/test/test_helper.rb
+++ b/test/test_helper.rb
@@ -1,4 +1,4 @@
-  
+
 require 'minitest'
 require 'minitest/autorun'
 require 'minitest/reporters'