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app.py

@@ -19,6 +19,7 @@ def main():
         Sleep_Duration = st.slider("Sleep Duration", min_value=0, max_value=24)
         Quality_of_Sleep = st.slider("Quality of Sleep", min_value=1, max_value=10)
         Physical_Activity_Level = st.slider("Quality of Sleep", min_value=0, max_value=1440)
+        Stress_Level= st.slider("Quality of Sleep", min_value=1, max_value=10)
         BMI_Category = st.selectbox("ฺBMI Category", unique_ฺBMI)
         Blood_Pressure = st.selectbox("Blood Pressure", unique_Blood)
         Heart_Rate = st.slider("Heart Rate", min_value=60, max_value=100)
@@ -26,15 +27,16 @@ def main():
 
         clicked = st.form_submit_button("Predict Sleep Health")
         if clicked:
-            result=model.predict(pd.DataFrame({"age": [age],
-                                               "Gender": [Gender],
+            result=model.predict(pd.DataFrame({"Gender": [Gender],
+                                               "Age": [age],
                                                "Occupation": [occupation],
-                                               "Sleep Duration (hours)": [Sleep_Duration],
-                                               "Quality of Sleep (scale: 1-10)": [Quality_of_Sleep],
-                                               "Physical Activity Level (minutes/day)": [Physical_Activity_Level],
+                                               "Sleep Duration": [Sleep_Duration],
+                                               "Quality of Sleep": [Quality_of_Sleep],
+                                               "Physical Activity Level": [Physical_Activity_Level],
+                                               "Stress Level":[Stress_Level],
                                                "BMI Category": [BMI_Category],
-                                               "Blood Pressure (systolic/diastolic)": [Blood_Pressure],
-                                               "Heart Rate (bpm)": [Heart_Rate],
+                                               "Blood Pressure ": [Blood_Pressure],
+                                               "Heart Rate": [Heart_Rate],
                                                "Daily Steps": [Daily_Steps]
                                                }))
             if result[0] == 1: