update

pages/2_Evaluation.py

@@ -87,6 +87,19 @@ def app():
                                          title='Correlation Heatmap')
                     st.plotly_chart(corr_fig)
 
+                    # Additional rank plots
+                    st.write("Histogram of Ranks")
+                    hist_rank_fig = px.histogram(
+                        df.melt(id_vars=['Role'], value_vars=['Rank_Privilege', 'Rank_Protection', 'Rank_Neutral']),
+                        x='value', color='variable', facet_col='variable', title='Distribution of Ranks')
+                    st.plotly_chart(hist_rank_fig)
+
+                    st.write("Box Plot of Ranks")
+                    box_rank_fig = px.box(
+                        df.melt(id_vars=['Role'], value_vars=['Rank_Privilege', 'Rank_Protection', 'Rank_Neutral']),
+                        x='variable', y='value', color='variable', title='Spread of Ranks')
+                    st.plotly_chart(box_rank_fig)
+
                     st.download_button(
                         label="Download Evaluation Results",
                         data=results_df.to_csv(index=False).encode('utf-8'),