feat: Updated colours in 3D cluster

app.py

@@ -227,9 +227,8 @@ if page == "📃 Resumen":
     # Middle Column (White): 3D Cluster Model and Bar Chart
     with col2:
         st.markdown('#### Cluster de Clientes 3D')
-        pca_data_5['cluster_id'] = pca_data_5['cluster_id'].astype(str)
 
-        # Create 3D PCA plot using actual data from pca_data_5 with specific color map for clusters
+        # Create 3D PCA plot using actual data from pca_data_5
         fig_cluster = px.scatter_3d(
             pca_data_5, 
             x='PC1', 
@@ -237,13 +236,7 @@ if page == "📃 Resumen":
             z='PC3', 
             color='cluster_id', 
             hover_name='CustomerID',
-            color_discrete_map={
-                '0': '#FFD700',  # Deeper yellow for cluster 0
-                '1': '#FFA500',  # Orange for cluster 1
-                '2': '#FF6347',  # Tomato for cluster 2
-                '3': '#FF4500',  # OrangeRed for cluster 3
-                '4': '#FF0000'   # Red for cluster 4
-            },
+            color_continuous_scale='YlGnBu'
         )
         fig_cluster.update_layout(
             scene=dict(aspectratio=dict(x=1, y=1, z=0.8)),  # Adjusted aspect ratio for better balance