Update app.py

app.py

@@ -67,6 +67,10 @@ def plot_distributions(bootstrap_simulations, data, thresholds, bootstrap_probab
     fig.add_annotation(x=median_bootstrap_price, y=median_y_pos, text=f'Median: {median_bootstrap_price:.2f}', showarrow=False)
     fig.add_annotation(x=latest_price, y=latest_y_pos, text=f'Latest: {latest_price:.2f}', showarrow=False)
 
+    fig.add_vline(x=mean_bootstrap_price, line=dict(color='red', dash='dash'), name='Mean', showlegend=True)
+    fig.add_vline(x=median_bootstrap_price, line=dict(color='orange', dash='dash'), name='Median', showlegend=True)
+    fig.add_vline(x=latest_price, line=dict(color='green', dash='dash'), name='Latest Price', showlegend=True)
+
     textstr = f'P(>{thresholds[1]:.2f}): {bootstrap_probabilities["above"]:.2%}<br>' + \
               f'P(<{thresholds[0]:.2f}): {bootstrap_probabilities["below"]:.2%}<br>' + \
               f'P({thresholds[0]:.2f} - {thresholds[1]:.2f}): {bootstrap_probabilities["between"]:.2%}'