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app.py

@@ -19,7 +19,8 @@ first_interaction = st.selectbox("First Interaction", [
     "Website", "Mobile App", "Referral", "Advertisement", "Social Media"
 ])
 
-profile_completed = st.slider("Profile Completed (%)", min_value=0, max_value=100, step=1, value=80)
+# Updated: profileCompleted as dropdown with High/Medium/Low
+profile_completed = st.selectbox("Profile Completed", ["High", "Medium", "Low"])
 
 website_visits = st.number_input("Website Visits", min_value=0, max_value=100, step=1, value=15)
 
@@ -42,7 +43,7 @@ input_data = {
     'age': age,
     'currentOccupation': current_occupation,
     'firstInteraction': first_interaction,
-    'profileCompleted': profile_completed,
+    'profileCompleted': profile_completed,  # This will now be "High", "Medium", or "Low"
     'websiteVisits': website_visits,
     'timeSpentOnWebsite': time_spent_on_website,
     'pageViewsPerVisit': page_views_per_visit,
@@ -133,7 +134,7 @@ if uploaded_file is not None and st.button("Predict Batch"):
             
     except requests.exceptions.RequestException as e:
         st.error(f"Connection error: {e}")
-    except Exception as e:
+    except Exception as Exception as e:
         st.error(f"Unexpected error: {e}")
 
 # Add information section
@@ -142,11 +143,11 @@ if st.button("Check API Status"):
     try:
         response = requests.get("https://manasranjanpani-extraalearncustomerpredictionbackend.hf.space/ping")
         if response.status_code == 200:
-            st.success("API is running and responsive")
+            st.success("✅ API is running and responsive")
         else:
-            st.error("API is not responding properly")
+            st.error("❌ API is not responding properly")
     except:
-        st.error("Cannot connect to API")
+        st.error("❌ Cannot connect to API")
 
 # Add sample CSV download
 st.subheader("Sample CSV for Batch Prediction")
@@ -154,7 +155,7 @@ sample_data = {
     'age': [25, 30, 35],
     'currentOccupation': ['Student', 'Employed', 'Self-Employed'],
     'firstInteraction': ['Website', 'Mobile App', 'Referral'],
-    'profileCompleted': [80, 90, 70],
+    'profileCompleted': ['High', 'Medium', 'Low'],  # Updated to use High/Medium/Low
     'websiteVisits': [15, 20, 10],
     'timeSpentOnWebsite': [1200, 1500, 900],
     'pageViewsPerVisit': [8, 10, 6],
@@ -185,7 +186,7 @@ with st.expander("Required Fields Information"):
     - **age**: Customer age (15-80)
     - **currentOccupation**: Student, Unemployed, Employed, Self-Employed, Professional
     - **firstInteraction**: How the customer first interacted with ExtraaLearn
-    - **profileCompleted**: Percentage of profile completion (0-100%)
+    - **profileCompleted**: Level of profile completion (High/Medium/Low)
     - **websiteVisits**: Number of website visits
     - **timeSpentOnWebsite**: Total time spent on website in seconds
     - **pageViewsPerVisit**: Average page views per visit