Update app.py

app.py

@@ -2,12 +2,11 @@ import os
 import streamlit as st
 import pandas as pd
 import requests
-import urllib.parse
 
 # Fetch the News API key from the environment variable
 news_api_key = "fe1e6bcbbf384b3e9220a7a1138805e0"  # Replace with your News API key
 
-# Check if the API key is available, if not show an error and stop
+# Check if the API key is available
 if not news_api_key:
     st.error("NEWS_API_KEY is not set. Please provide a valid API key.")
     st.stop()
@@ -23,23 +22,23 @@ def provide_observed_advice(data):
     advice = []
     if data['depression'] > 7 and data['anxiety'] > 7:
         advice.append(
-            "You seem to be experiencing high levels of both depression and anxiety. Consider professional mental health support and calming activities like deep breathing, mindfulness, or yoga."
+            "You are experiencing high levels of both depression and anxiety. Seek professional support and try calming activities like mindfulness or yoga."
         )
     if data['depression'] > 5 or data['anxiety'] > 5:
         advice.append(
-            "Moderate levels of depression or anxiety detected. Maintain a regular sleep schedule, engage in physical activity, and reach out for support."
+            "Moderate levels of depression or anxiety detected. Regular exercise, proper sleep, and connecting with loved ones may help."
         )
     if data['isolation'] > 7 and data['stress_relief_activities'] < 5:
         advice.append(
-            "Feeling isolated with low stress-relief activities. Connect with friends or community groups and try journaling or meditation."
+            "You may feel isolated and have low engagement in stress-relief activities. Connecting with community groups or engaging in a hobby might help."
         )
     if data['future_insecurity'] > 7:
         advice.append(
-            "Significant insecurity about the future detected. Break down goals into smaller tasks, and consider career counseling or mentorship."
+            "High insecurity about the future detected. Consider breaking down your goals into smaller, manageable tasks and seeking guidance from a mentor."
         )
     if data['stress_relief_activities'] < 5:
         advice.append(
-            "Low engagement in stress-relief activities. Try hobbies, physical exercise, or relaxation techniques like yoga."
+            "Low stress-relief activity levels. Try physical activities or relaxation techniques like deep breathing or journaling."
         )
     return advice
 
@@ -60,41 +59,45 @@ def get_health_articles(query):
 def main():
     st.set_page_config(page_title="Student Health Advisory Assistant", layout="wide")
 
-    # Sidebar for navigation
+    # Sidebar Navigation
     with st.sidebar:
         st.header("Navigation")
         option = st.radio("Go to", ["Home", "Analyze Your Well-being", "Health Articles"])
 
-    # Home page
+    # Home Page
     if option == "Home":
         st.title("🌟 Welcome to the Student Health Advisory Assistant 🌟")
         st.image("https://via.placeholder.com/800x300?text=Student+Health+Advisory", use_column_width=True)
-        st.markdown("### Helping you analyze your well-being and provide personalized advice for a healthier mind.")
+        st.markdown(
+            "### Helping you analyze your well-being and provide personalized advice for a healthier mind."
+        )
         st.markdown(
             """
-            - Upload your dataset for in-depth analysis.
-            - Input your details to receive personalized advice.
-            - Browse the latest health-related articles.
+            **Features:**
+            - Analyze your mental well-being through uploaded datasets.
+            - Get personalized advice based on your inputs.
+            - Explore the latest health-related articles for guidance.
             """
         )
 
-    # Well-being analysis
+    # Well-being Analysis
     elif option == "Analyze Your Well-being":
         st.title("🔍 Analyze Your Well-being")
+
         uploaded_file = st.file_uploader("Upload your dataset (CSV)", type=["csv"])
         if uploaded_file:
             df = load_data(uploaded_file)
             st.write("### Dataset Preview:")
             st.dataframe(df.head())
 
-        with st.expander("Enter Your Details"):
-            gender = st.selectbox("🔹 Gender", ["Male", "Female"])
-            age = st.slider("🔹 Age", 18, 35, step=1)
-            depression = st.slider("🔹 Depression Level (1-10)", 1, 10)
-            anxiety = st.slider("🔹 Anxiety Level (1-10)", 1, 10)
-            isolation = st.slider("🔹 Isolation Level (1-10)", 1, 10)
-            future_insecurity = st.slider("🔹 Future Insecurity Level (1-10)", 1, 10)
-            stress_relief_activities = st.slider("🔹 Stress Relief Activities Level (1-10)", 1, 10)
+        st.markdown("### Input Your Details")
+        gender = st.selectbox("🔹 Gender", ["Male", "Female"])
+        age = st.slider("🔹 Age", 18, 35, step=1)
+        depression = st.slider("🔹 Depression Level (1-10)", 1, 10)
+        anxiety = st.slider("🔹 Anxiety Level (1-10)", 1, 10)
+        isolation = st.slider("🔹 Isolation Level (1-10)", 1, 10)
+        future_insecurity = st.slider("🔹 Future Insecurity Level (1-10)", 1, 10)
+        stress_relief_activities = st.slider("🔹 Stress Relief Activities Level (1-10)", 1, 10)
 
         user_data = {
             "gender": gender,
@@ -109,17 +112,25 @@ def main():
         if st.button("Get Observed Advice"):
             st.subheader("🔔 Health Advice Based on Observations")
             advice = provide_observed_advice(user_data)
-            for i, tip in enumerate(advice, 1):
-                st.write(f"📌 {i}. {tip}")
+            if advice:
+                for i, tip in enumerate(advice, 1):
+                    st.write(f"📌 **{i}.** {tip}")
+            else:
+                st.warning("No specific advice available based on your inputs.")
 
-    # Health articles
+    # Health Articles
     elif option == "Health Articles":
         st.title("📰 Browse Health Articles")
-        query = st.text_input("Search for health topics (e.g., anxiety, stress relief)")
-        if query and st.button("Search Articles"):
+        st.markdown("Get the latest updates and tips on mental health and well-being.")
+        query = st.text_input("Search for health topics (e.g., anxiety, stress relief)", value="mental health")
+        if st.button("Search Articles"):
             articles = get_health_articles(query)
-            for article in articles:
-                st.write(f"🌐 [{article['title']}]({article['url']})")
+            if articles:
+                st.write("### Found Articles:")
+                for article in articles:
+                    st.markdown(f"🌐 [{article['title']}]({article['url']})")
+            else:
+                st.warning("No articles found for the given topic. Try a different query.")
 
 if __name__ == "__main__":
     main()