Update app.py

app.py

@@ -26,20 +26,20 @@ def app_design():
     
     st.subheader("Enter the following values:")
 
-    step = st.number_input("Step")
-    typeup = st.text_input("Typeup")
+    step = st.number_input("Step: represents a unit of time where 1 step equals 1 hour")
+    typeup = st.selectbox('Type of online transaction',('PAYMENT', 'TRANSFER', 'CASH_OUT', 'DEBIT', 'CASH_IN'))
     typeup = transform([typeup])
-    amount = st.number_input("Amount")
-    nameOrig = st.text_input("NameOrig")
+    amount = st.number_input("The amount of the transaction")
+    nameOrig = st.text_input("Transaction ID")
     nameOrig = transform([nameOrig])
-    oldbalanceOrg = st.number_input("OldbalanceOrg")
-    newbalanceOrig = st.number_input("NewbalanceOrig")
-    nameDest = st.text_input("NameDest")
+    oldbalanceOrg = st.number_input("Balance before the transaction")
+    newbalanceOrig = st.number_input("Balance after the transaction")
+    nameDest = st.text_input("Recipient ID")
     nameDest = transform([nameDest])
-    oldbalanceDest = st.number_input("OldbalanceDest")
-    newbalanceDest = st.number_input("NewbalanceDest")
-    isFlaggedFraud = st.number_input("IsFlaggedFraud")
- 
+    oldbalanceDest = st.number_input("Initial balance of recipient before the transaction")
+    newbalanceDest = st.number_input("The new balance of recipient after the transaction")
+    isFlaggedFraud = st.selectbox('IsFlaggedFraud',('Yes','No'))
+    isFlaggedFraud = transform([isFlaggedFraud])
     # Create a feature list from the user inputs
     features = [[step,typeup,amount,nameOrig,oldbalanceOrg,newbalanceOrig,nameDest,oldbalanceDest,newbalanceDest,isFlaggedFraud]]