Update app.py

app.py

@@ -566,27 +566,11 @@ if st.session_state.df is not None:
                 st.markdown(report_result if report_result else "⚠️ No Report Generated.")
 
                 # Step 4: Generate Visualizations
-                visualizations = []
 
-                fig_salary = px.box(st.session_state.df, x="job_title", y="salary_in_usd",
-                                    title="Salary Distribution by Job Title")
-                visualizations.append(fig_salary)
-
-                fig_experience = px.bar(
-                    st.session_state.df.groupby("experience_level")["salary_in_usd"].mean().reset_index(),
-                    x="experience_level", y="salary_in_usd",
-                    title="Average Salary by Experience Level"
-                )
-                visualizations.append(fig_experience)
-
-                fig_employment = px.box(st.session_state.df, x="employment_type", y="salary_in_usd",
-                                        title="Salary Distribution by Employment Type")
-                visualizations.append(fig_employment)
 
                 # Step 5: Insert Visual Insights
                 st.markdown("### Visual Insights")
-                for fig in visualizations:
-                    st.plotly_chart(fig, use_container_width=True)
+
 
                 # Step 6: Display Concise Conclusion
                 #st.markdown("#### Conclusion")