diff --git a/notebook/dashboard.ipynb b/notebook/dashboard.ipynb
index da2a1b09..0c891940 100644
--- a/notebook/dashboard.ipynb
+++ b/notebook/dashboard.ipynb
@@ -89,6 +89,7 @@
     "from github import Github, UnknownObjectException\n",
     "import pandas as pd\n",
     "import plotly.express as px\n",
+    "import plotly.graph_objects as go\n",
     "import plotly.io as pio\n",
     "import requests\n",
     "\n",
@@ -511,30 +512,67 @@
     "df_languages = pd.DataFrame(language_data)\n",
     "\n",
     "# Aggregate data by language and repo\n",
-    "language_counts = df_languages.groupby(['language', 'repo']).agg({\n",
+    "language_counts_bytes = df_languages.groupby(['language', 'repo']).agg({\n",
     "    'bytes_of_code': 'sum'\n",
     "}).reset_index()\n",
     "\n",
-    "fig_treemap = px.treemap(\n",
-    "    language_counts,\n",
-    "    path=['language', 'repo'],\n",
-    "    values='bytes_of_code',\n",
-    "    title='Programming Languages by Bytes of Code (Treemap)',\n",
-    "    hover_data={'repo': True, 'bytes_of_code': True}\n",
-    ")\n",
-    "fig_treemap.show()\n",
+    "language_counts_repos = df_languages.groupby(['language', 'repo']).size().reset_index(name='repo_count')\n",
     "\n",
-    "# Programming Languages by Repo Count\n",
-    "language_counts = df_languages.groupby(['language', 'repo']).size().reset_index(name='repo_count')\n",
+    "def create_language_figures(counts: pd.DataFrame, path_key: str, value_key: str):\n",
+    "    _fig_treemap = px.treemap(\n",
+    "        counts,\n",
+    "        path=[path_key, 'repo'],\n",
+    "        values=value_key,\n",
+    "    )\n",
+    "    _fig_sunburst = px.sunburst(\n",
+    "        counts,\n",
+    "        path=[path_key, 'repo'],\n",
+    "        values=value_key,\n",
+    "    )\n",
+    "    return _fig_treemap, _fig_sunburst\n",
     "\n",
-    "fig_treemap = px.treemap(\n",
-    "    language_counts,\n",
-    "    path=['language', 'repo'],\n",
-    "    values='repo_count',\n",
-    "    title='Programming Languages by Repo Count (Treemap)',\n",
-    "    hover_data={'repo_count': True}\n",
-    ")\n",
-    "fig_treemap.show()"
+    "# List of tuples containing the data and titles for each figure\n",
+    "figures_data = [\n",
+    "    (language_counts_bytes, 'language', 'bytes_of_code', 'Programming Languages by Bytes of Code'),\n",
+    "    (language_counts_repos, 'language', 'repo_count', 'Programming Languages by Repo Count')\n",
+    "]\n",
+    "\n",
+    "# Loop through the list to create figures and add traces\n",
+    "for _counts, _path_key, value_key, title in figures_data:\n",
+    "    fig_treemap, fig_sunburst = create_language_figures(counts=_counts, path_key=_path_key, value_key=value_key)\n",
+    "\n",
+    "    fig = go.Figure()\n",
+    "    fig.add_trace(fig_treemap.data[0])\n",
+    "    fig.add_trace(fig_sunburst.data[0])\n",
+    "    fig.data[1].visible = False\n",
+    "\n",
+    "    fig.update_layout(\n",
+    "        title=title,\n",
+    "        updatemenus=[\n",
+    "            {\n",
+    "                \"buttons\": [\n",
+    "                    {\n",
+    "                        \"label\": \"Treemap\",\n",
+    "                        \"method\": \"update\",\n",
+    "                        \"args\": [\n",
+    "                            {\"visible\": [True, False]},\n",
+    "                        ],\n",
+    "                    },\n",
+    "                    {\n",
+    "                        \"label\": \"Sunburst\",\n",
+    "                        \"method\": \"update\",\n",
+    "                        \"args\": [\n",
+    "                            {\"visible\": [False, True]},\n",
+    "                        ],\n",
+    "                    },\n",
+    "                ],\n",
+    "                \"direction\": \"down\",\n",
+    "                \"showactive\": True,\n",
+    "            }\n",
+    "        ]\n",
+    "    )\n",
+    "\n",
+    "    fig.show()"
    ],
    "id": "20e09d93eda0478a",
    "outputs": [],
@@ -547,7 +585,12 @@
    "id": "a520a320cd823874"
   },
   {
-   "metadata": {},
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2024-08-20T02:58:06.219404Z",
+     "start_time": "2024-08-20T02:58:06.066344Z"
+    }
+   },
    "cell_type": "code",
    "source": [
     "# Docs\n",
@@ -563,33 +606,2528 @@
     "\n",
     "df_docs = pd.DataFrame(docs_data)\n",
     "\n",
-    "# Aggregate data by has_readme and repo\n",
+    "# Aggregate data by has_readme/has_readthedocs and repo\n",
     "readme_counts = df_docs.groupby(['has_readme', 'repo']).size().reset_index(name='repo_count')\n",
+    "readthedocs_counts = df_docs.groupby(['has_readthedocs', 'repo']).size().reset_index(name='repo_count')\n",
     "\n",
-    "# Visualize the data using a treemap\n",
-    "fig_treemap_readme = px.treemap(\n",
-    "    readme_counts,\n",
-    "    path=['has_readme', 'repo'],\n",
-    "    values='repo_count',\n",
-    "    title='Has README file',\n",
-    ")\n",
-    "fig_treemap_readme.show()\n",
+    "def create_figures(counts: pd.DataFrame, path_key: str):\n",
+    "    _fig_treemap = px.treemap(\n",
+    "        counts,\n",
+    "        path=[path_key, 'repo'],\n",
+    "        values='repo_count',\n",
+    "    )\n",
+    "    _fig_sunburst = px.sunburst(\n",
+    "        counts,\n",
+    "        path=[path_key, 'repo'],\n",
+    "        values='repo_count',\n",
+    "    )\n",
+    "    return _fig_treemap, _fig_sunburst\n",
     "\n",
-    "# Aggregate data by has_readthedocs and repo\n",
-    "readthedocs_counts = df_docs.groupby(['has_readthedocs', 'repo']).size().reset_index(name='repo_count')\n",
+    "# List of tuples containing the data and titles for each figure\n",
+    "figures_data = [\n",
+    "    (readme_counts, 'has_readme', 'Has README file'),\n",
+    "    (readthedocs_counts, 'has_readthedocs', 'Uses ReadTheDocs')\n",
+    "]\n",
     "\n",
-    "# Visualize the data using a treemap\n",
-    "fig_treemap_readthedocs = px.treemap(\n",
-    "    readthedocs_counts,\n",
-    "    path=['has_readthedocs', 'repo'],\n",
-    "    values='repo_count',\n",
-    "    title='Uses ReadTheDocs',\n",
-    ")\n",
-    "fig_treemap_readthedocs.show()"
+    "# Loop through the list to create figures and add traces\n",
+    "for _counts, _path_key, title in figures_data:\n",
+    "    fig_treemap, fig_sunburst = create_figures(counts=_counts, path_key=_path_key)\n",
+    "\n",
+    "    fig = go.Figure()\n",
+    "    fig.add_trace(fig_treemap.data[0])\n",
+    "    fig.add_trace(fig_sunburst.data[0])\n",
+    "    fig.data[1].visible = False\n",
+    "\n",
+    "    fig.update_layout(\n",
+    "        title=title,\n",
+    "        updatemenus=[\n",
+    "            {\n",
+    "                \"buttons\": [\n",
+    "                    {\n",
+    "                        \"label\": \"Treemap\",\n",
+    "                        \"method\": \"update\",\n",
+    "                        \"args\": [{\"visible\": [True, False]}],\n",
+    "                    },\n",
+    "                    {\n",
+    "                        \"label\": \"Sunburst\",\n",
+    "                        \"method\": \"update\",\n",
+    "                        \"args\": [{\"visible\": [False, True]}],\n",
+    "                    },\n",
+    "                ],\n",
+    "                \"direction\": \"down\",\n",
+    "                \"showactive\": True,\n",
+    "            }\n",
+    "        ]\n",
+    "    )\n",
+    "\n",
+    "    fig.show()"
    ],
    "id": "ec43a8fd7f9d49bb",
-   "outputs": [],
-   "execution_count": null
+   "outputs": [
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