Update app.py

app.py

@@ -31,6 +31,12 @@ with st.form("customer_form"):
     NumberOfChildrenVisiting = st.number_input("Number of Children Visiting", 0, 5, 0)
     Occupation = st.selectbox("Occupation", ["Salaried", "Business", "Self-Employed", "Other"])
     MaritalStatus = st.selectbox("Marital Status", ["Single", "Married", "Divorced"])
+    TypeofContact = st.selectbox("Type of Contact", ["Self Enquiry", "Company Agent", "Others"])
+    ProductPitched = st.selectbox("Product Pitched", ["ProductA", "ProductB", "ProductC"])
+    Designation = st.selectbox("Designation", ["Manager", "Executive", "Other"])
+    Passport = st.selectbox("Passport", ["Yes", "No"])
+    OwnCar = st.selectbox("Own Car", ["Yes", "No"])
+    CityTier = st.selectbox("City Tier", [1, 2, 3])
 
     submitted = st.form_submit_button("Predict")
 
@@ -41,13 +47,19 @@ if submitted:
     "DurationOfPitch": DurationOfPitch,
     "NumberOfTrips": NumberOfTrips,
     "Gender": Gender,
-    "NumberOfPersonVisiting" : NumberOfPersonVisiting,
-    "NumberOfFollowups" : NumberOfFollowups,
-    "PreferredPropertyStar" : PreferredPropertyStar,
-    "PitchSatisfactionScore" : PitchSatisfactionScore,
-    "NumberOfChildrenVisiting" : NumberOfChildrenVisiting,
+    "NumberOfPersonVisiting": NumberOfPersonVisiting,
+    "NumberOfFollowups": NumberOfFollowups,
+    "PreferredPropertyStar": PreferredPropertyStar,
+    "PitchSatisfactionScore": PitchSatisfactionScore,
+    "NumberOfChildrenVisiting": NumberOfChildrenVisiting,
     "Occupation": Occupation,
-    "MaritalStatus": MaritalStatus
+    "MaritalStatus": MaritalStatus,
+    "TypeofContact": TypeofContact,
+    "ProductPitched": ProductPitched,
+    "Designation": Designation,
+    "Passport": Passport,
+    "OwnCar": OwnCar,
+    "CityTier": CityTier
 }])
 
     prediction = model.predict(input_df)[0]