Update my_pages/information_loss.py

my_pages/information_loss.py

@@ -3,16 +3,18 @@ import streamlit as st
 from utils import add_navigation, add_instruction_text
 
 ALL_FEATURES = [
-    ("Liquid Assets", ["Liquid Assets"], "Added"), 
-    ("Illiquid Assets", ["Property appraisals, Insurance valuations, etc."], 
-     "Sorry, it is not possible to get the precise value of illiquid assets. We will use some approximate alternatives instead."),
-    ("Current Debts", ["Current Debts"], "Added"),
+    ("Liquid Assets", ["Liquid Assets"], 
+     "Great choice! With access to bank accounts, a measure of all liquid assets can really help make a decision about loan approval."), 
+    ("Illiquid Assets", ["Property appraisals", "Insurance valuations"], 
+     "Oops, it is not possible to precisely calculate the value of illiquid assets! We will use some approximate alternatives instead."),
+    ("Debt Obligations", ["Credit Card Debts", "Bank Loans", "Self-reported Debts"], 
+     "Oops, it is not possible to precisely measure all debt obligations! We will use credit card debts, bank loans, and other self-reported debts as approximate alternatives instead."),
     ("Income Stability", ["Past Income Stability"],
-     "Sorry, it is not possible to know precisely how stable someone's income will be in future. Until someone invents a time machine (we're hopeful!), we will instead use past income stability."),
+     "Sorry, it is not possible to know precisely how stable someone's income will be in future. Until someone invents a time machine (we're hopeful!), we can instead approximate with past income stability."),
     ("Health Trajectory", ["Current Health Indicators"], 
-     "Sorry, it is not possible to know precisely how will someone's health change in the future. Until someone invents a time machine (we're hopeful!), we will instead use current health indicators."),
+     "Sorry, it is not possible to know precisely how will someone's health change in the future. Until someone invents a time machine (we're hopeful!), we can instead approximate with current health indicators."),
     ("Financial Discipline", ["Credit Score"], 
-     "Sorry, financial discipline is not a directly measurable quality. We will use credit score as an approximation instead.")
+     "Oops, financial discipline is not a directly measurable quality. We will use credit score as an approximation instead.")
 ]
 
 def render():
@@ -63,7 +65,7 @@ def render():
                 _ = st.button(feature[0], type="tertiary")
             else:
                 if st.button(feature[0]):
-                    st.session_state.selected_features.extend(feature[1])
+                    st.session_state.selected_features.extend(feature)
                     st.session_state.show_message = feature[2]
                     st.rerun()
 
@@ -83,8 +85,8 @@ def render():
         
         for i, item in enumerate(st.session_state.selected_features):
             if i % 2 == 0:
-                col1.markdown(f"- {item}")
+                col1.markdown(f"- {item[1]}")
             else:
-                col2.markdown(f"- {item}")
+                col2.markdown(f"- {item[1]}")
     else:
         st.info("No features added yet. Click a feature above to add it to the dataset.")