added spinners for word importance

app.py

@@ -148,18 +148,21 @@ with st.expander('Expand to explore further'):
     st.markdown('### Level of Detail')
     st.write(f"The model identified a **{q1_map[results['q1']['label']]}** level of detail in your comment.")
     st.write("Below are words that pointed the model toward (green) or against (red) identifying a high level of detail:")
-    annotated_text(get_explained_words(st.session_state['comment'], models['q1'], 'LABEL_3', RdYlGn_10))
+    with st.spinner("Calculating word importances, may take a while..."):
+        annotated_text(get_explained_words(st.session_state['comment'], models['q1'], 'LABEL_3', RdYlGn_10))
 
     st.markdown('### Suggestion for Improvement')
     st.write(f"The model **{q2i_map[results['q2i']['label']]}** predict that you provided a suggestion for improvement in your comment.")
     st.write(f"Below are words that pointed the model toward (green) or against (red) identifying a suggestion for improvement:")
-    annotated_text(get_explained_words(st.session_state['comment'], models['q2i'], 'LABEL_0', RdYlGn_10))
+    with st.spinner("Calculating word importances, may take a while..."):
+        annotated_text(get_explained_words(st.session_state['comment'], models['q2i'], 'LABEL_0', RdYlGn_10))
 
     if results['q2i']['label'] == 0:
         st.markdown('### Suggestion Linking')
         st.write(f"The model **{q2i_map[results['q3i']['label']]}** predict that you linked your suggestion")
         st.write(f"Below are words that pointed the model toward (green) or against (red) identifying a linked suggestion:")
-        annotated_text(get_explained_words(st.session_state['comment'], models['q3i'], 'LABEL_0', RdYlGn_10))
+        with st.spinner("Calculating word importances, may take a while..."):
+            annotated_text(get_explained_words(st.session_state['comment'], models['q3i'], 'LABEL_0', RdYlGn_10))
 
 
 # annotated_text(to_disp)