Update app.py

app.py

@@ -41,10 +41,7 @@ def plot_efficient_frontier(dataframes, names):
     min_vol_return = ret_arr[min_vol_idx]
     min_vol_volatility = vol_arr[min_vol_idx]
 
-    st.write("Optimal Portfolio Weights:")
-    optimal_weights = all_weights[max_sharpe_idx]
-    for i, name in enumerate(names):
-        st.write(f"{name}: {optimal_weights[i]:.4f}")
+    
 
     fig, ax = plt.subplots()
     scatter = ax.scatter(vol_arr, ret_arr, c=sharpe_arr, cmap='Blues')
@@ -60,6 +57,11 @@ def plot_efficient_frontier(dataframes, names):
     ax.set_title('Efficient Frontier')
     st.pyplot(fig)
 
+    st.write("Optimal Portfolio Weights:")
+    optimal_weights = all_weights[max_sharpe_idx]
+    for i, name in enumerate(names):
+        st.write(f"{name}: {optimal_weights[i]:.4f}")
+
 # Streamlit application layout
 st.title("Portfolio Optimization with Efficient Frontier")