Update app.py

app.py

@@ -57,7 +57,6 @@ elif option == "Plots":
 
     # Display the plot in Streamlit
     st.pyplot(fig)
-# Notebook Page: Render the Jupyter Notebook
 elif option == "Notebook":
     st.title("Jupyter Notebook")
 
@@ -65,13 +64,22 @@ elif option == "Notebook":
     notebook_path = 'upwork_dashboard.ipynb'  # Update with the actual path to your notebook
     with open(notebook_path) as f:
         notebook_content = nbformat.read(f, as_version=4)
-    
+
+    # Create a new markdown cell with the link to the Google Colab notebook
+    colab_link = "[Open in Google Colab](https://colab.research.google.com/drive/1qoTldQ-Kr6DgePRNYgdlQqqHq5JQax0h?usp=sharing)"
+    new_cell = nbformat.v4.new_markdown_cell(colab_link)
+
+    # Insert the new cell at the top of the notebook
+    notebook_content.cells.insert(0, new_cell)
+
+    # Export the notebook to HTML
     html_exporter = HTMLExporter()
     html_exporter.exclude_input = False  # Include code cells in the notebook display
     notebook_html, _ = html_exporter.from_notebook_node(notebook_content)
 
     # Display the notebook HTML in Streamlit
     html(notebook_html, height=800, scrolling=True)
+    # Notebook Page: Render the Jupyter Notebook
 elif option == "Download Datasets":
     st.title("Download Datasets")
     d=pd.read_csv("category upwork jobs.csv")