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import streamlit as st
def render_header():
st.title("🔮 Personality Predictor")
st.write("Enter your daily behavior to predict whether you are an Introvert or Extrovert.")
def render_input_form():
with st.form(key='input_form'):
time_alone = st.slider("Hours spent alone daily", 0, 11, 4)
stage_fear = st.selectbox("Stage fear?", ["Yes", "No"])
social_events = st.slider("Social event attendance (0-10)", 0, 10, 5)
going_out = st.slider("Days go outside per week", 0, 7, 3)
drained = st.selectbox("Drained after socializing?", ["Yes", "No"])
friends = st.slider("Number of close friends", 0, 15, 5)
posts = st.slider("Social media posts per day", 0, 10, 3)
submit = st.form_submit_button("Predict")
if submit:
return {
'Time_spent_Alone': time_alone,
'Stage_fear': stage_fear,
'Social_event_attendance': social_events,
'Going_outside': going_out,
'Drained_after_socializing': drained,
'Friends_circle_size': friends,
'Post_frequency': posts
}
return None
def render_prediction(label, probability):
st.subheader("Prediction Result")
st.write(f"**Personality**: {label}")
# st.write(f"**Confidence**: {probability * 100:.1f}%")
if label == "Introvert":
st.info("You are likely an Introvert. 🌱")
else:
st.success("You are likely an Extrovert. 🎉")
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