Update app.py

app.py

@@ -203,7 +203,8 @@ if st.session_state.df is not None:
                         st.plotly_chart(fig, use_container_width=True)
 
                     # Show Conclusion
-                    st.markdown(insert_section + parts[1])
+                    st.markdown(insert_section)
+                    st.markdown(parts[1])
                 else:
                     # Default if Conclusion not found
                     st.markdown(result)
@@ -229,16 +230,6 @@ if st.session_state.df is not None:
                       title="Salary Distribution by Employment Type")
         st.plotly_chart(fig3)
 
-        if "company_size" in st.session_state.df.columns:
-            fig4 = px.box(st.session_state.df, x="company_size", y="salary_in_usd",
-                          title="Salary Distribution by Company Size")
-            st.plotly_chart(fig4)
-
-        if "region" in st.session_state.df.columns:
-            fig5 = px.box(st.session_state.df, x="region", y="salary_in_usd",
-                          title="Salary Distribution by Region")
-            st.plotly_chart(fig5)
-
     temp_dir.cleanup()
 else:
     st.info("Please load a dataset to proceed.")