diff --git a/03_quant_report.py b/03_quant_report.py
index 7ffecdf..ac2f380 100644
--- a/03_quant_report.py
+++ b/03_quant_report.py
@@ -492,12 +492,10 @@ def _(S, v_18_8_3):
     return
 
 
-@app.cell(hide_code=True)
+@app.cell
 def _():
     mo.md(r"""
-    ## Which voice is ranked best in the ranking question for top 3?
-
-    (not best 3 out of 8 question)
+    ## Voice Ranking Weighted Score
     """)
     return
 
@@ -509,6 +507,22 @@ def _(S, data):
     return top3_voices, top3_voices_weighted
 
 
+@app.cell
+def _(S, top3_voices_weighted):
+    S.plot_weighted_ranking_score(top3_voices_weighted, title="Most Popular Voice - Weighted Popularity Score<br>(1st = 3pts, 2nd = 2pts, 3rd = 1pt)")
+    return
+
+
+@app.cell(hide_code=True)
+def _():
+    mo.md(r"""
+    ## Which voice is ranked best in the ranking question for top 3?
+
+    (not best 3 out of 8 question)
+    """)
+    return
+
+
 @app.cell
 def _(S, top3_voices):
     S.plot_ranking_distribution(top3_voices, x_label='Voice', title="Distribution of Voice Rankings (1st, 2nd, 3rd)")
@@ -559,24 +573,6 @@ def _():
     return
 
 
-@app.cell(hide_code=True)
-def _():
-    mo.md(r"""
-    ## Weighted Popularity Scores
-    """)
-    return
-
-
-@app.cell
-def _(S, top3_voices_weighted):
-    _plot = S.plot_weighted_ranking_score(top3_voices_weighted, title="Most Popular Voice - Weighted Popularity Score<br>(1st = 3pts, 2nd = 2pts, 3rd = 1pt)")
-
-    mo.md(f"""
-    {mo.ui.altair_chart(_plot)}
-    """)
-    return
-
-
 @app.cell
 def _():
     ## Voice Ranked 1st the most