Adding github actions workflow to deploy notebook

Author: Tanush1912

.github/workflows/deploy_notebook.yml

@@ -0,0 +1,40 @@
+name: Deploy Notebook to Pages
+
+on:
+  push:
+    branches:
+      - main
+
+permissions:
+  contents: write
+
+jobs:
+  deploy:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout content
+        uses: actions/checkout@v4
+
+      - name: Setup Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.x'
+
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install jupyter nbconvert pandas numpy matplotlib seaborn scikit-learn
+
+      - name: Convert Notebook to HTML
+        run: |
+          jupyter nbconvert --to html tanush_analysis.ipynb --output index.html
+
+      - name: Deploy to GitHub Pages
+        uses: peaceiris/actions-gh-pages@v3
+        with:
+          github_token: ${{ secrets.GITHUB_TOKEN }}
+          publish_dir: ./
+          publish_branch: gh-pages
+          keep_files: true
+          exclude_assets: '.github,*.md,*.csv,*.txt,venv'
+

tanush_analysis.ipynb

@@ -1198,7 +1198,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## 2.4 Species-Island Association\n",
+    "## 2.4 Species Island Association\n",
     "\n",
     "Geographical distribution patterns can reveal ecological preferences and inform conservation strategies. Understanding which species are associated with which islands provides critical insights for both scientific research and practical field identification.\n",
     "\n",
@@ -1218,7 +1218,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 73,
+   "execution_count": null,
    "metadata": {},
    "outputs": [
     {
@@ -1269,8 +1269,8 @@
     "plt.tight_layout()\n",
     "plt.show()\n",
     "\n",
-    "# Species-Island Associations\n",
-    "print(\"  Species-Island Associations:\")\n",
+    "# Species Island Associations\n",
+    "print(\"  Species Island Associations:\")\n",
     "print(f\"   • WildRambler: Predominantly on Skye ({crosstab.loc['WildRambler', 'Skye']} observations) this is interesting as we can see that the species is more likely to be found on Skye than the other islands\")\n",
     "print(f\"   • BogSniffler: Primarily on Shetland ({crosstab.loc['BogSniffler', 'Shetland']} observations) this is interesting as we can see that the species is more likely to be found on Shetland than the other islands\")\n",
     "print(f\"   • Macduff: Distributed across all islands (most generalist species)\")\n",