Update app.py

app.py

@@ -158,7 +158,12 @@ def generate_services(num_services, primary_keys):
     return pd.DataFrame({
         "PRIMARY_PERSON_KEY": np.random.choice(primary_keys, num_services),
         "SERVICE_SETTING": np.random.choice(["OUTPATIENT", "INPATIENT"], num_services),
+        "PROC_CODE": np.random.randint(1000, 9999, num_services),
+        "SERVICE_DATE": pd.date_range(start="2023-01-01", periods=num_services).to_numpy(),
         "AMOUNT_BILLED": np.random.uniform(500, 15000, num_services),
+        "AMOUNT_PAID": np.random.uniform(500, 15000, num_services),
+        "CLAIM_STATUS": np.random.choice(["PAID", "DENIED", "PENDING"], num_services),
+        "RELATION": np.random.choice(["SUBSCRIBER", "DEPENDENT"], num_services),
     })
 
 # Main Streamlit App