diff --git a/elixir/livebook/2024/day22.livemd b/elixir/livebook/2024/day22.livemd
index 5b8ce16..df2bc54 100644
--- a/elixir/livebook/2024/day22.livemd
+++ b/elixir/livebook/2024/day22.livemd
@@ -8,7 +8,8 @@
 
 ```elixir
 input = """
-"""
+""" |> String.split("\n", trim: true)
+|> Enum.map(&String.to_integer/1)
 ```
 
 ## Section
@@ -17,28 +18,58 @@ input = """
 defmodule MonkeyMarket do
   @doc """
   
+  ## Example
+  iex> MonkeyMarket.enc_base19([-1,0,9,-9]) 
+  -9+10+20*(19+20*(10+20*(9)))
+  """
+  def enc_base19(ints) do
+    ints
+    |> Enum.reduce(
+      0,
+      fn i, acc -> acc * 20 + i + 10 end
+    )
+  end
+
+  
+  @doc """
+  ## Example
+  iex> MonkeyMarket.dec_base19(-9+10+20*(19+20*(10+20*(9)))) 
+  [-1,0,9,-9]
+  """
+  def dec_base19(i) do
+    dec_base19(i, [])
+  end
+  defp dec_base19(0, acc), do: acc
+  defp dec_base19(i, acc) do
+    dec_base19(div(i,20),[Integer.mod(i, 20)-10 | acc])
+  end
+  
+  @doc """
+  
   ## Example
   iex> MonkeyMarket.part2([1,2,3,2024])
   23
   """
   def part2(input) do
-    for m <- (
-      for j <- input do
-          diffs = MonkeyMarket.next(j, 2000)
-          |> Stream.map(&rem(&1, 10))
-          |> Enum.reverse()
-          |> Stream.chunk_every(2, 1, :discard)
-          |> Stream.map(fn [a,b] -> {b, b-a} end)
-      
-        for [_,_,_,{n,_}] = chunk <- diffs 
-          |> Stream.chunk_every(4, 1, :discard),
-          chunk = chunk |> Enum.map(&(elem(&1, 1))),
-          
-          reduce: %{} do
-          acc2 ->
-            acc2 |> Map.update(chunk, n, &(&1))
-          end
-      end), reduce: %{} do
+    tasks = for j <- input do
+      Task.async(fn -> 
+        diffs = MonkeyMarket.next(j, 2000)
+        |> Stream.map(&rem(&1, 10))
+        |> Enum.reverse()
+        |> Stream.chunk_every(2, 1, :discard)
+        |> Stream.map(fn [a,b] -> {b, b-a} end)
+
+      for [_,_,_,{n,_}] = chunk <- diffs 
+        |> Stream.chunk_every(4, 1, :discard),
+        chunk = chunk |> Enum.map(&(elem(&1, 1))),
+        reduce: %{} do
+        acc2 ->
+          acc2 |> Map.put_new(chunk |> enc_base19, n)
+          end 
+      end)
+    end
+    
+    for m <- Task.await_many(tasks, :infinity), reduce: %{} do
       acc -> Map.merge(
         m,
         acc,
@@ -74,13 +105,13 @@ defmodule MonkeyMarket do
 end
 ```
 
+```elixir
+MonkeyMarket.part2(input)
+```
+
 ```elixir
 Benchee.run(%{
   part1: fn -> MonkeyMarket.part1(input) end
 })
 
 ```
-
-```elixir
-MonkeyMarket.part2(input)
-```