Update app.py

app.py

@@ -20,7 +20,7 @@ background-color: rgba(0,0,0,0);
 
 """
 
-Home, App, Result = st.tabs(['Home','App','Result'])
+Home, App = st.tabs(['Home','App'])
 
 with Home:
   st.title("Final Project - Uncover potential insights 1999 Czech Bank Financial Dataset ")
@@ -108,47 +108,39 @@ with App:
 
     prediction = pipeline.predict(input)
     input['cluster'] = prediction
-    
-
-with Result:
-    if st.button('Result'):
-        print('Account Cluser Status : ', prediction)
-        print("\n----------------\n")  
-        for index, values in input.iterrows():
-            for idx_ps, val_ps in pension.iterrows():
-                if values['cluster'] == val_ps['Cluster']:
-                    print(f'For account : ', values['account_id'])
-                    print('Based on the client characteristic, here are the pension package product to offer :\n')
-                    print(f"Product Name: {val_ps['Product Name']} \n")
-                    val_ps_def = val_ps['Features'].split(',')
-                    print(f'Features :\n')
-                    for i in val_ps_def:
-                        i = i.strip(" '\"[]")
-                        print('*', i)
-                    # Print a separator
-                    print("\n----------------\n")
-            for idx_iv, val_iv in investment.iterrows():
-                if values['cluster'] == val_iv['Cluster']:
-                    print(f'For account : ', values['account_id'])
-                    print('Based on the client characteristic, here are the investment package product to offer :\n')
-                    print(f"Product Name: {val_iv['Product Name']} \n")
-                    val_iv_def = val_iv['Features'].split(',')
-                    print(f'Features :\n')
-                    for h in val_iv_def:
-                        h = h.strip(" '\"[]")
-                        print('*', h)
-                    # Print a separator
-                    print("\n----------------\n")
-            for idx_mg, val_mg in mortgage.iterrows():
-                if values['cluster'] == val_mg['Cluster']:
-                    print(f'For account : ', values['account_id'])
-                    print('Based on the client characteristic, here are the mortgage package product to offer :\n')
-                    print(f"Product Name: {val_mg['Product Name']} \n")
-                    val_mg_def = val_mg['Features'].split(',')
-                    print(f'Features :\n')
-                    for j in val_mg_def:
-                        j = j.strip(" '\"[]")
-                        print('*', j)
-                    # Print a separator
-                    print("\n----------------\n")
-  
+    st.write('Account Cluser Status : ', prediction)
+    st.write("\n----------------\n")  
+    for index, values in input.iterrows():
+        for idx_ps, val_ps in pension.iterrows():
+            if values['cluster'] == val_ps['Cluster']:
+                st.write(f'For account : ', values['account_id'])
+                st.write('Based on the client characteristic, here are the pension package product to offer :\n')
+                st.write(f"Product Name: {val_ps['Product Name']} \n")
+                val_ps_def = val_ps['Features'].split(',')
+                st.write(f'Features :\n')
+                for i in val_ps_def:
+                    i = i.strip(" '\"[]")
+                    st.write('*', i)
+                st.write("\n----------------\n")
+        for idx_iv, val_iv in investment.iterrows():
+            if values['cluster'] == val_iv['Cluster']:
+                st.write(f'For account : ', values['account_id'])
+                st.write('Based on the client characteristic, here are the investment package product to offer :\n')
+                st.write(f"Product Name: {val_iv['Product Name']} \n")
+                val_iv_def = val_iv['Features'].split(',')
+                st.write(f'Features :\n')
+                for h in val_iv_def:
+                    h = h.strip(" '\"[]")
+                    st.write('*', h)
+                st.write("\n----------------\n")
+        for idx_mg, val_mg in mortgage.iterrows():
+            if values['cluster'] == val_mg['Cluster']:
+                st.write(f'For account : ', values['account_id'])
+                st.write('Based on the client characteristic, here are the mortgage package product to offer :\n')
+                st.write(f"Product Name: {val_mg['Product Name']} \n")
+                val_mg_def = val_mg['Features'].split(',')
+                st.write(f'Features :\n')
+                for j in val_mg_def:
+                    j = j.strip(" '\"[]")
+                    st.write('*', j)
+                st.write("\n----------------\n")