Update app.py

app.py

@@ -9,42 +9,9 @@ news_api_key = "fe1e6bcbbf384b3e9220a7a1138805e0"  # Replace with your News API
 def load_data(file):
     return pd.read_csv(file)
 
-def provide_observed_advice(data):
-    advice = []
-
-    if data['depression'] > 7 and data['anxiety_level'] > 7:
-        advice.append(
-            "You are experiencing high levels of both depression and anxiety. Seek professional support from a therapist or counselor. Incorporate mindfulness activities such as meditation, deep breathing, or progressive relaxation. Surround yourself with a supportive environment and engage in regular self-care activities."
-        )
-    elif data['depression'] > 5 or data['anxiety_level'] > 5:
-        advice.append(
-            "Moderate levels of depression or anxiety detected. Regular exercise, consistent sleep schedules, and maintaining a balanced diet can help. Journaling or talking to a friend can help you process your emotions. Reach out to a mental health professional if needed."
-        )
-
-    if data['peer_pressure'] > 7 and data['social_support'] < 5:
-        advice.append(
-            "You may be feeling overwhelmed by peer pressure and lack social support. Focus on building healthy relationships with supportive individuals. Join groups or communities that align with your values, and avoid situations where you feel pressured to conform."
-        )
-
-    if data['future_career_concerns'] > 7:
-        advice.append(
-            "You have significant concerns about your future career. Break your long-term career goals into manageable tasks. Seek guidance from a career counselor or mentor, and participate in workshops or events that enhance your professional skills."
-        )
-
-    if data['stress_level'] > 7:
-        advice.append(
-            "High stress levels detected. Engage in activities that promote relaxation, such as yoga, journaling, or spending time in nature. Consider reducing workload or delegating responsibilities where possible. Don't hesitate to consult a professional for stress management strategies."
-        )
-
-    if data['extracurricular_activities'] < 5:
-        advice.append(
-            "Low engagement in extracurricular activities detected. Consider joining clubs, sports, or creative groups that interest you. Participating in such activities can enhance your social connections, improve self-esteem, and provide a healthy outlet for stress."
-        )
-
-    return advice
-
-def fetch_mental_health_articles():
-    url = f"https://newsapi.org/v2/everything?q=mental+health&apiKey={news_api_key}"
+def fetch_health_articles(query):
+    # Fetch mental health articles related to the query
+    url = f"https://newsapi.org/v2/everything?q={query}&apiKey={news_api_key}"
     response = requests.get(url)
     if response.status_code == 200:
         articles = response.json().get('articles', [])
@@ -53,6 +20,36 @@ def fetch_mental_health_articles():
         st.error("Failed to fetch news articles. Please check your API key or try again later.")
         return []
 
+def provide_advice_from_articles(data):
+    advice = []
+    
+    # Use user data to fetch relevant health advice based on depression, anxiety, stress, etc.
+    if data['depression'] > 7:
+        advice.append("Searching for articles related to high depression...")
+        articles = fetch_health_articles("high depression")
+        for article in articles:
+            advice.append(f"**{article['title']}**\n{article['description']}\n[Read more]({article['url']})")
+    
+    elif data['anxiety_level'] > 7:
+        advice.append("Searching for articles related to high anxiety...")
+        articles = fetch_health_articles("high anxiety")
+        for article in articles:
+            advice.append(f"**{article['title']}**\n{article['description']}\n[Read more]({article['url']})")
+    
+    elif data['stress_level'] > 7:
+        advice.append("Searching for articles related to high stress...")
+        articles = fetch_health_articles("high stress")
+        for article in articles:
+            advice.append(f"**{article['title']}**\n{article['description']}\n[Read more]({article['url']})")
+    
+    else:
+        advice.append("Searching for general health advice articles...")
+        articles = fetch_health_articles("mental health")
+        for article in articles:
+            advice.append(f"**{article['title']}**\n{article['description']}\n[Read more]({article['url']})")
+    
+    return advice
+
 def main():
     # Set page config for a professional look
     st.set_page_config(
@@ -133,9 +130,9 @@ def main():
                 st.write("### Selected User Details:")
                 st.json(row_data)
 
-                # Generate advice
-                st.subheader("🔔 Health Advice Based on Observations")
-                advice = provide_observed_advice(row_data)
+                # Fetch and display health advice from articles
+                st.subheader("🔔 Health Advice Based on Articles")
+                advice = provide_advice_from_articles(row_data)
                 if advice:
                     for i, tip in enumerate(advice, 1):
                         st.write(f"📌 **{i}.** {tip}")
@@ -145,7 +142,7 @@ def main():
             with tab3:
                 # Fetch and display mental health articles
                 st.subheader("📰 Mental Health Resources")
-                articles = fetch_mental_health_articles()
+                articles = fetch_health_articles("mental health")
                 if articles:
                     for article in articles:
                         st.write(f"**{article['title']}**")