diff --git a/RegEx/RegEx_Remove_emojis_from_text.ipynb b/RegEx/RegEx_Remove_emojis_from_text.ipynb
index 2bed7cc18d..a7d59b8e81 100644
--- a/RegEx/RegEx_Remove_emojis_from_text.ipynb
+++ b/RegEx/RegEx_Remove_emojis_from_text.ipynb
@@ -52,7 +52,7 @@
     "tags": []
    },
    "source": [
-    "**Last update:** 2023-12-04 (Created: 2023-12-04)"
+    "**Last update:** 2023-12-05 (Created: 2023-12-05)"
    ]
   },
   {
@@ -63,7 +63,7 @@
     "tags": []
    },
    "source": [
-    "**Description:** This notebook will show how to remove emojis from a text using RegEx and Python. It is usefull for organizations that need to clean text from emojis."
+    "**Description:** This notebook will show how to remove emojis from a text using RegEx and Python."
    ]
   },
   {
@@ -74,7 +74,9 @@
     "tags": []
    },
    "source": [
-    "**References:**\n- [Regular Expressions - Python Documentation](https://docs.python.org/3/library/re.html)\n- [Remove Emojis from Text - Stack Overflow](https://stackoverflow.com/questions/33404752/removing-emojis-from-a-string-in-python)"
+    "**References:**\n",
+    "- [Regular Expressions - Python Documentation](https://docs.python.org/3/library/re.html)\n",
+    "- [Remove Emojis from Text - Stack Overflow](https://stackoverflow.com/questions/33404752/removing-emojis-from-a-string-in-python)"
    ]
   },
   {
@@ -107,8 +109,10 @@
     "papermill": {},
     "tags": []
    },
-   "source": "import re",
-   "outputs": []
+   "outputs": [],
+   "source": [
+    "import re"
+   ]
   },
   {
    "cell_type": "markdown",
@@ -118,7 +122,8 @@
     "tags": []
    },
    "source": [
-    "### Setup variables\n- `text`: Text containing emojis"
+    "### Setup variables\n",
+    "- `text`: Text containing emojis"
    ]
   },
   {
@@ -129,8 +134,10 @@
     "papermill": {},
     "tags": []
    },
-   "source": "text = \"This is a text with emojis \ud83d\ude0a\ud83d\ude0a\ud83d\ude0a\"",
-   "outputs": []
+   "outputs": [],
+   "source": [
+    "text = \"This is a text with emojis 😊😊😊\""
+   ]
   },
   {
    "cell_type": "markdown",
@@ -173,8 +180,34 @@
     "papermill": {},
     "tags": []
    },
-   "source": "def remove_emojis(text):\n    return re.sub(r\"[^\\w\\s]\", \"\", text)",
-   "outputs": []
+   "outputs": [],
+   "source": [
+    "def remove_emojis(text):\n",
+    "    # Emoji pattern\n",
+    "    emoji_pattern = re.compile(\"[\"\n",
+    "                               u\"\\U0001F600-\\U0001F64F\"  # emoticons\n",
+    "                               u\"\\U0001F300-\\U0001F5FF\"  # symbols & pictographs\n",
+    "                               u\"\\U0001F680-\\U0001F6FF\"  # transport & map symbols\n",
+    "                               u\"\\U0001F1E0-\\U0001F1FF\"  # flags (iOS)\n",
+    "                               u\"\\U00002500-\\U00002BEF\"  # chinese char\n",
+    "                               u\"\\U00002702-\\U000027B0\"\n",
+    "                               u\"\\U00002702-\\U000027B0\"\n",
+    "                               u\"\\U000024C2-\\U0001F251\"\n",
+    "                               u\"\\U0001f926-\\U0001f937\"\n",
+    "                               u\"\\U00010000-\\U0010ffff\"\n",
+    "                               u\"\\u2640-\\u2642\"\n",
+    "                               u\"\\u2600-\\u2B55\"\n",
+    "                               u\"\\u200d\"\n",
+    "                               u\"\\u23cf\"\n",
+    "                               u\"\\u23e9\"\n",
+    "                               u\"\\u231a\"\n",
+    "                               u\"\\ufe0f\"  # dingbats\n",
+    "                               u\"\\u3030\"\n",
+    "                               \"]+\", flags=re.UNICODE)\n",
+    "    # Remove emojis from the text\n",
+    "    text = emoji_pattern.sub(r'', text)\n",
+    "    return text.strip()"
+   ]
   },
   {
    "cell_type": "markdown",
@@ -206,8 +239,10 @@
     "papermill": {},
     "tags": []
    },
-   "source": "print(remove_emojis(text))",
-   "outputs": []
+   "outputs": [],
+   "source": [
+    "print(remove_emojis(text))"
+   ]
   },
   {
    "cell_type": "markdown",
@@ -249,4 +284,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 5
-}
\ No newline at end of file
+}
diff --git a/template.ipynb b/template.ipynb
index 4a816365f5..63580c3239 100644
--- a/template.ipynb
+++ b/template.ipynb
@@ -2,20 +2,13 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "latin-packing",
+   "id": "88c104cc-bf08-4242-821b-b3a40908152a",
    "metadata": {
-    "execution": {
-     "iopub.execute_input": "2021-02-23T14:22:16.610471Z",
-     "iopub.status.busy": "2021-02-23T14:22:16.610129Z",
-     "iopub.status.idle": "2021-02-23T14:22:16.627784Z",
-     "shell.execute_reply": "2021-02-23T14:22:16.626866Z",
-     "shell.execute_reply.started": "2021-02-23T14:22:16.610384Z"
-    },
     "papermill": {},
     "tags": []
    },
    "source": [
-    "<img width=\"10%\" alt=\"Naas\" src=\"https://landen.imgix.net/jtci2pxwjczr/assets/5ice39g4.png?w=160\"/>"
+    "<img width=\"8%\" alt=\"Naas.png\" src=\"https://raw.githubusercontent.com/jupyter-naas/awesome-notebooks/master/.github/assets/logos/Naas.png\" style=\"border-radius: 15%\">"
    ]
   },
   {