diff --git a/Project/simple_approach/simple_twitter_learning.ipynb b/Project/simple_approach/simple_twitter_learning.ipynb
index 2338a54..bb6f0a5 100644
--- a/Project/simple_approach/simple_twitter_learning.ipynb
+++ b/Project/simple_approach/simple_twitter_learning.ipynb
@@ -2506,11 +2506,30 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 37,
    "metadata": {},
    "outputs": [],
    "source": [
-    "lookup_emojis = ['😭', '😍', '😩', '😊']"
+    "lookup_emojis = ['😂',\n",
+    " '😭',\n",
+    " '😍',\n",
+    " '😩',\n",
+    " '😊',\n",
+    " '😘',\n",
+    " '🙏',\n",
+    " '🙌',\n",
+    " '😉',\n",
+    " '😁',\n",
+    " '😅',\n",
+    " '😎',\n",
+    " '😢',\n",
+    " '😒',\n",
+    " '😏',\n",
+    " '😌',\n",
+    " '😔',\n",
+    " '😋',\n",
+    " '😀',\n",
+    " '😤']"
    ]
   },
   {
@@ -2522,13 +2541,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 38,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "99b8ccda9a8e4107ba13de24b6be3e2c",
+       "model_id": "9c34c24b4df140f9ab22ded811cf8f89",
        "version_major": 2,
        "version_minor": 0
       },
@@ -2542,7 +2561,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "0b13646fc5924226a9076033b7d2a0e4",
+       "model_id": "7fb503b1cbb9472da347289cc130f838",
        "version_major": 2,
        "version_minor": 0
       },