Create app.py

app.py

@@ -0,0 +1,39 @@
+import streamlit as st
+import pandas as pd
+
+def main():
+    st.title("Data Collection Form")
+
+    sex = st.radio("Sex", ["Female", "Male"])
+    age = st.number_input("Age", min_value=0)
+    hypertension = st.selectbox("Hypertension", [0, 1])
+    heart_disease = st.selectbox("Heart Disease", [0, 1])
+    ever_married = st.selectbox("Ever Married", [0, 1])
+    work_type = st.selectbox("Work Type", ["Never_worked", "children", "Govt_job", "Self-employed", "Private"])
+    residence_type = st.selectbox("Residence Type", [0, 1])
+    avg_glucose_level = st.number_input("Average Glucose Level", min_value=0.0)
+    bmi = st.number_input("BMI", min_value=0.0)
+    smoking_status = st.selectbox("Smoking Status", ["never smoked", "smokes"])
+
+    submit_button = st.button("Submit")
+
+    if submit_button:
+        data = {
+            "sex": 1 if sex == "Male" else 0,
+            "age": age,
+            "hypertension": hypertension,
+            "heart_disease": heart_disease,
+            "ever_married": ever_married,
+            "work_type": ["Never_worked", "children", "Govt_job", "Self-employed", "Private"].index(work_type),
+            "residence_type": residence_type,
+            "avg_glucose_level": avg_glucose_level,
+            "bmi": bmi,
+            "smoking_status": ["never smoked", "smokes"].index(smoking_status)
+        }
+
+        df = pd.DataFrame([data])
+        st.write("Submitted Data:")
+        st.write(df)
+
+if __name__ == "__main__":
+    main()