Update pages/2 Topic Modeling.py

pages/2 Topic Modeling.py

@@ -370,26 +370,35 @@ if uploaded_file is not None:
         tab1, tab2, tab3 = st.tabs(["📈 Generate visualization", "📃 Reference", "📓 Recommended Reading"])
         with tab1:
           try:
-               with st.spinner('Performing computations. Please wait ...'):
+               #with st.spinner('Performing computations. Please wait ...'):
+               with st.status('Status...', expanded=True) as status:
+                    
                     topic_model, topic_time, topics, probs = bertopic_vis(extype)
+                    st.write("⏳ Visualizing topics....")
                     fig1 = Vis_Topics(extype)
+                    st.write("⏳ Visualizing documents....")
                     fig2 = Vis_Documents(extype)
+                    st.write("⏳ Visualizing hierarcy....")
                     fig3 = Vis_Hierarchy(extype)
+                    st.write("⏳ Visualizing similarity....")
                     fig4 = Vis_Heatmap(extype)
+                    st.write("⏳ Visualizing terms....")
                     fig5 = Vis_Barchart(extype)
+                    st.write("⏳ Visualizing topics over time....")
                     fig6 = Vis_ToT(extype)
-                    with st.expander("Visualize Topics"):
-                         st.write(fig1)
-                    with st.expander("Visualize Terms"):
-                         st.write(fig5)
-                    with st.expander("Visualize Documents"):
-                         st.write(fig2)
-                    with st.expander("Visualize Document Hierarchy"):  
-                         st.write(fig3)
-                    with st.expander("Visualize Topic Similarity"):
-                         st.write(fig4)
-                    with st.expander("Visualize Topics over Time"):
-                         st.write(fig6)                             
+                    status.update(label="Completed", expanded=False)
+               with st.expander("Visualize Topics"):
+                    st.write(fig1)
+               with st.expander("Visualize Terms"):
+                    st.write(fig5)
+               with st.expander("Visualize Documents"):
+                    st.write(fig2)
+               with st.expander("Visualize Document Hierarchy"):  
+                    st.write(fig3)
+               with st.expander("Visualize Topic Similarity"):
+                    st.write(fig4)
+               with st.expander("Visualize Topics over Time"):
+                    st.write(fig6)                             
                     
           except ValueError:
                st.error('🙇‍♂️ Please raise the number of topics and click submit')
@@ -402,4 +411,4 @@ if uploaded_file is not None:
           
         with tab3:
           st.markdown('**Jeet Rawat, A., Ghildiyal, S., & Dixit, A. K. (2022, December 1). Topic modelling of legal documents using NLP and bidirectional encoder representations from transformers. Indonesian Journal of Electrical Engineering and Computer Science, 28(3), 1749.** https://doi.org/10.11591/ijeecs.v28.i3.pp1749-1755')
-          st.markdown('**Yao, L. F., Ferawati, K., Liew, K., Wakamiya, S., & Aramaki, E. (2023, April 20). Disruptions in the Cystic Fibrosis Community’s Experiences and Concerns During the COVID-19 Pandemic: Topic Modeling and Time Series Analysis of Reddit Comments. Journal of Medical Internet Research, 25, e45249.** https://doi.org/10.2196/45249')
+          st.markdown('**Yao, L. F., Ferawati, K., Liew, K., Wakamiya, S., & Aramaki, E. (2023, April 20). Disruptions in the Cystic Fibrosis Community’s Experiences and Concerns During the COVID-19 Pandemic: Topic Modeling and Time Series Analysis of Reddit Comments. Journal of Medical Internet Research, 25, e45249.** https://doi.org/10.2196/45249')