UI fix

app.py

@@ -20,7 +20,7 @@ with st.sidebar:
     add_upload(choice) 
 
 with st.container():
-        st.markdown("<h2 style='text-align: center; color: black;'> Climate Policy Intelligence App </h2>", unsafe_allow_html=True)
+        st.markdown("<h2 style='text-align: center; color: black;'> Climate Policy Understanding App </h2>", unsafe_allow_html=True)
         st.write(' ')
 
 with st.expander("ℹ️ - About this app", expanded=False):
@@ -41,9 +41,6 @@ with st.expander("ℹ️ - About this app", expanded=False):
         - Step 3: The paragraphs which are detected containing some target \
         related information are then fed to multiple classifier to enrich the 
         Information Extraction.
-
-        Classifiers
-        - Netzero: 
                
         """)
     st.write("")

appStore/target.py

@@ -115,13 +115,26 @@ def target_display():
                 st.write('**Economy-wide Related Paragraphs**: `{}`'.format(count_economy))
                 
             hits = hits.sort_values(by=['Relevancy'], ascending=False)
-            st.write("")
+            netzerohit = hits[hits['Netzero Label' == 'NETZERO']]
+            if not netzerohit.empty():
+                netzero = netzero.sort_values(by = ['Netzero Score'], ascending = False)
+                st.markdown("###### Netzero paragraph ######")
+                st.write('** Text `page {}`: {}'.format(netzerohit.iloc[i]['page'],
+                                netzerohit.iloc[i]['text'].replace("\n", " ")))                        
+                st.write("")
+            else:
+                st.info("🤔 No Netzero paragraph found")
+
+            # st.write("**Result {}** `page {}` (Relevancy Score: {:.2f})'".format(i+1,hits.iloc[i]['page'],hits.iloc[i]['Relevancy'])")
             st.markdown("###### Top few Target Classified paragraph/text results ######")
             range_val = min(5,len(hits))
             for i in range(range_val):
                 # the page number reflects the page that contains the main paragraph 
                 # according to split limit, the overlapping part can be on a separate page
-                st.write('**Result {}** `page {}` (Relevancy Score: {:.2f})'.format(i+1,hits.iloc[i]['page'],hits.iloc[i]['Relevancy']))                        
+                st.write('**Result {}** (Relevancy Score: {:.2f}): `page {}`, `Sector: {}`'\
+                    .format(i+1,hits.iloc[i]['Relevancy'],
+                            hits.iloc[i]['page'], hits.iloc[i]['Sector Label'],
+                            ))                        
                 st.write("\t Text: \t{}".format(hits.iloc[i]['text'].replace("\n", " ")))
         else:
             st.info("🤔 No Targets found")