Update app.py

app.py

@@ -230,7 +230,7 @@ if page == "Home":
         The Digital Skills and Employment Analytics Platform (DSEAP) is an AI-driven tool designed to enhance 
         the evaluation and improvement of digital empowerment programs in Kenya. Our platform provides comprehensive 
         insights into the demand for digital skills, the effectiveness of existing programs, and the barriers faced 
-        by youth in accessing digital opportunities.
+        by youth in accessing digital opportunities. **A study In cmputing and prgramming**
         """)
         st.markdown('</div>', unsafe_allow_html=True)
     with col2:
@@ -264,7 +264,7 @@ elif page == "Skills Analysis":
         skills = st.multiselect("Select skills to analyze:", 
                                 ["Data Analysis", "Web Development", "Digital Marketing", "Cybersecurity", "Cloud Computing", "AI/Machine Learning", "Mobile App Development", "UI/UX Design"])
         regions = st.multiselect("Select regions:", 
-                                 ["Nairobi", "Mombasa", "Kisumu", "Nakuru", "Eldoret", "Thika", "Malindi", "Kitale"])
+                                 ["Nairobi", "Mombasa", "Kisumu", "Nakuru", "Eldoret", "Thika", "Malindi", "Kitale", "Kisii", "Nyamira", "Western"])
         time_period = st.selectbox("Select time period:", ["Last 3 months", "Last 6 months", "Last year"])
     with col2:
         st_lottie(lottie_skills, height=200, key="skills")
@@ -310,7 +310,7 @@ elif page == "Program Evaluation":
     st.subheader("Digital Empowerment Program Evaluation")
     
     programs = st.multiselect("Select programs to evaluate:", 
-                              ["Ajira Digital", "DigiTruck", "eMobilis", "KamiLimu", "Andela", "iHub", "NaiLab", "iBizAfrica"])
+                              ["Ajira Digital", "Remotasks", "Upwork", "Fiverr", "Andela", "Emobiles", "snaphub", "iBizAfrica"])
     metrics = st.multiselect("Select evaluation metrics:", 
                              ["Employment Rate", "Income Increase", "Skill Proficiency", "Program Completion Rate", "Job Satisfaction", "Career Advancement"])
     
@@ -373,7 +373,7 @@ elif page == "Barrier Identification":
             st.plotly_chart(fig)
             
             # AI Insights
-            ai_prompt = f"Analyze the barriers to digital skills acquisition in Kenya, focusing on {', '.join(selected_barriers)}. Provide a comprehensive breakdown of each barrier, its impact, and potential solutions."
+            ai_prompt = f"with a precise answer, not so long and well structured for easy understanding. Analyze the barriers to digital skills acquisition in Kenya, focusing on {', '.join(selected_barriers)}. Provide a comprehensive breakdown of each barrier, its impact, and potential solutions."
             ai_insights = call_ai_model(ai_prompt)
             st.markdown("### AI-Generated Barrier Analysis")
             st.write(ai_insights)
@@ -418,14 +418,14 @@ elif page == "Recommendations":
                                     ["Basic Computer Use", "Office Software", "Web Browsing", "Social Media", 
                                      "Programming", "Data Analysis", "Graphic Design", "Digital Marketing"])
     career_goal = st.text_input("Career Goal")
-    location = st.selectbox("Current Location", ["Nairobi", "Mombasa", "Kisumu", "Nakuru", "Eldoret", "Other"])
+    location = st.selectbox("Current Location", ["Nairobi", "Mombasa", "Kisumu", "Nakuru", "Eldoret", "Kisii", "Nyamira"])
     
     if st.button("Get Recommendations"):
         with st.spinner("Generating personalized recommendations..."):
             # AI-generated recommendations
             ai_prompt = f"""Generate personalized digital skills recommendations for a {age}-year-old with {education} education, 
             skills in {', '.join(current_skills)}, located in {location}, aiming for a career in {career_goal}. 
-            Provide a detailed learning path, skill priorities, job market insights, and potential challenges to overcome."""
+            Provide a detailed learning path, skill priorities, job market insights, and potential challenges to overcome. Well structured for easy understanding"""
             recommendations = call_ai_model(ai_prompt)
             
             st.markdown("### Your Personalized Digital Skills Roadmap")