Update app.py

app.py

@@ -821,6 +821,14 @@ elif selected_menu_option == "Clustering":
             hide_index=True,
         )
 
+        st.download_button(
+            "Download dataset with labels",
+            df_clustered.to_csv(index=False).encode('utf-8'),
+            f'ditaduranuncamais_{datetime.now().strftime("%Y%m%d-%H%M%S")}.csv',
+            "text/csv",
+            key='download-csv'
+        )
+        
         st.markdown("### Cluster Plot")
         # Plot the scatter plot in plotly with the cluster labels as colors reduce further to 2 dimensions if n_components > 2
         if n_components > 2: