Update app.py

app.py

@@ -550,60 +550,6 @@ st.plotly_chart(fig, use_container_width=True)
 
 st.caption(f"{len(df_final)} line(s) aggregated." if not df_final.empty else "No data.")
 
-# ------------------- Comparisons Tab (LIKERT-AWARE) -------------------
-tab_compare, = st.tabs(["📊 Comparisons"])
-
-with tab_compare:
-    st.subheader("Onboarding → Closing — % Change (Likert-aware)")
-    df1 = pd.DataFrame({
-        "Dimension": COLS,
-        "Onboarding (merged)": [vec_onb.get(k) for k in COLS],
-        "Closing (merged)":    [vec_cls.get(k) for k in COLS],
-        "% Change":            [pct_onb_to_cls.get(k) for k in COLS],
-    })
-    st.dataframe(
-        df1.style.format({
-            "Onboarding (merged)": "{:.2f}",
-            "Closing (merged)":    "{:.2f}",
-            "% Change":            "{:+.1f}%"
-        }),
-        use_container_width=True
-    )
-
-    st.subheader("Onboarding → (Week2 + Week3 + ClosingMerged) — % Change")
-    df2 = pd.DataFrame({
-        "Dimension": COLS,
-        "Onboarding (merged)":                   [vec_onb.get(k) for k in COLS],
-        "Weeks 2+3 + Closing (closing merged)":  [vec_combo.get(k) for k in COLS],
-        "% Change":                              [pct_onb_to_combo.get(k) for k in COLS],
-    })
-    st.dataframe(
-        df2.style.format({
-            "Onboarding (merged)":                  "{:.2f}",
-            "Weeks 2+3 + Closing (closing merged)": "{:.2f}",
-            "% Change":                             "{:+.1f}%"
-        }),
-        use_container_width=True
-    )
-
-    # Optional bar chart: %Δ Onboarding → Closing
-    try:
-        fig_delta = go.Figure()
-        fig_delta.add_bar(
-            x=COLS,
-            y=[(pct_onb_to_cls.get(k) if pct_onb_to_cls.get(k) is not None else 0.0) for k in COLS],
-            name="%Δ Onb→Closing"
-        )
-        fig_delta.update_layout(
-            title="% Change: Onboarding → Closing (Likert-aware)",
-            xaxis_title="Dimension",
-            yaxis_title="% change",
-            margin=dict(l=20, r=20, t=50, b=20)
-        )
-        st.plotly_chart(fig_delta, use_container_width=True)
-    except Exception:
-        pass
-
 
 
 # ================== Dynamic Stage Summaries (only if student answered that week) ==================