Update app.py

app.py

@@ -192,6 +192,26 @@ def create_excel_report(data):
     output.seek(0)
     return output
 
+# Function for animated progress bar
+def animated_progress_bar():
+    progress_bar = st.progress(0)
+    status_text = st.empty()
+    phrases = [
+        "Empowering youth with digital skills...",
+        "Unlocking your potential...",
+        "Building a brighter future...",
+        "Connecting skills to opportunities...",
+        "Transforming lives through technology..."
+    ]
+    for i in range(100):
+        progress_bar.progress(i + 1)
+        status_text.text(random.choice(phrases))
+        time.sleep(0.05)
+    status_text.text("Ready to empower!")
+    time.sleep(0.5)
+    status_text.empty()
+    progress_bar.empty()
+
 # Streamlit app layout
 st.markdown('<div class="header">Digital Skills and Employment Analytics Platform (DSEAP)</div>', unsafe_allow_html=True)
 st.markdown('<div class="subheader">Empowering Youth Through Data-Driven Insights</div>', unsafe_allow_html=True)
@@ -201,6 +221,7 @@ st.sidebar.title("Navigation")
 page = st.sidebar.radio("Go to", ["Home", "Skills Analysis", "Program Evaluation", "Barrier Identification", "Recommendations", "Reports"])
 
 if page == "Home":
+    animated_progress_bar()
     col1, col2 = st.columns([2, 1])
     with col1:
         st.markdown('<div class="section">', unsafe_allow_html=True)
@@ -234,6 +255,7 @@ if page == "Home":
     st.markdown('</div>', unsafe_allow_html=True)
 
 elif page == "Skills Analysis":
+    animated_progress_bar()
     st.markdown('<div class="section">', unsafe_allow_html=True)
     st.subheader("Digital Skills Demand Analysis")
     
@@ -283,6 +305,7 @@ elif page == "Skills Analysis":
     st.markdown('</div>', unsafe_allow_html=True)
 
 elif page == "Program Evaluation":
+    animated_progress_bar()
     st.markdown('<div class="section">', unsafe_allow_html=True)
     st.subheader("Digital Empowerment Program Evaluation")
     
@@ -297,8 +320,8 @@ elif page == "Program Evaluation":
             evaluation_data = generate_simulated_data(programs)
             
             # Plotting
-            fig = px.line(x=range(len(next(iter(evaluation_data.values())))), y=evaluation_data.values(), 
-                          labels={'x': 'Time (months)', 'y': 'Performance'}, title="Program Performance Over Time")
+            df = pd.DataFrame(evaluation_data)
+            fig = px.line(df, x=df.index, y=df.columns, labels={'index': 'Time (months)', 'value': 'Performance'}, title="Program Performance Over Time")
             fig.update_layout(legend_title_text='Programs')
             st.plotly_chart(fig)
             
@@ -310,7 +333,7 @@ elif page == "Program Evaluation":
             
             # Impact Visualization
             impact_data = {prog: random.uniform(0, 1) for prog in programs}
-            fig = px.pie(values=impact_data.values(), names=impact_data.keys(), title="Program Impact Distribution")
+            fig = px.pie(values=list(impact_data.values()), names=list(impact_data.keys()), title="Program Impact Distribution")
             st.plotly_chart(fig)
             
             # Comparative Analysis
@@ -322,6 +345,7 @@ elif page == "Program Evaluation":
     st.markdown('</div>', unsafe_allow_html=True)
 
 elif page == "Barrier Identification":
+    animated_progress_bar()
     st.markdown('<div class="section">', unsafe_allow_html=True)
     st.subheader("Digital Skills Acquisition Barriers")
     
@@ -334,11 +358,17 @@ elif page == "Barrier Identification":
             barrier_data = generate_simulated_data(selected_barriers)
 
             # Plotting
-            fig = go.Figure(data=[go.Radar(
+            fig = go.Figure(data=[go.Scatterpolar(
                 r=[max(barrier_data[cat]) for cat in selected_barriers],
                 theta=selected_barriers,
                 fill='toself'
             )])
+            fig.update_layout(
+                polar=dict(
+                    radialaxis=dict(visible=True),
+                ),
+                showlegend=False
+            )
             fig.update_layout(title="Barrier Intensity Analysis")
             st.plotly_chart(fig)
             
@@ -376,6 +406,7 @@ elif page == "Barrier Identification":
     st.markdown('</div>', unsafe_allow_html=True)
 
 elif page == "Recommendations":
+    animated_progress_bar()
     st.markdown('<div class="section">', unsafe_allow_html=True)
     st.subheader("Personalized Recommendations")
     
@@ -436,6 +467,7 @@ elif page == "Recommendations":
     st.markdown('</div>', unsafe_allow_html=True)
 
 elif page == "Reports":
+    animated_progress_bar()
     st.markdown('<div class="section">', unsafe_allow_html=True)
     st.subheader("Generate Custom Reports")