diff --git a/03_quant_report.script.py b/03_quant_report.script.py
index 396facb..1f7c607 100644
--- a/03_quant_report.script.py
+++ b/03_quant_report.script.py
@@ -560,6 +560,56 @@ S.plot_speaking_style_color_correlation(
     title="Correlation: Speaking Style Colors and Voice Ranking Points"
 )
 
+# %%
+# Gender-filtered correlation plots (Male vs Female voices)
+from reference import VOICE_GENDER_MAPPING
+
+MALE_VOICES = [v for v, g in VOICE_GENDER_MAPPING.items() if g == "Male"]
+FEMALE_VOICES = [v for v, g in VOICE_GENDER_MAPPING.items() if g == "Female"]
+
+# Filter joined data by voice gender
+joined_scale_male = joined_scale.filter(pl.col("Voice").is_in(MALE_VOICES))
+joined_scale_female = joined_scale.filter(pl.col("Voice").is_in(FEMALE_VOICES))
+joined_ranking_male = joined_ranking.filter(pl.col("Voice").is_in(MALE_VOICES))
+joined_ranking_female = joined_ranking.filter(pl.col("Voice").is_in(FEMALE_VOICES))
+
+# Colors vs Scale 1-10 (Male voices only)
+color_corr_scale_male, _ = utils.transform_speaking_style_color_correlation(joined_scale_male, SPEAKING_STYLES)
+S.plot_speaking_style_color_correlation(
+    data=color_corr_scale_male,
+    title="Correlation: Speaking Style Colors and Voice Scale 1-10 (Male Voices Only)"
+)
+
+# Colors vs Scale 1-10 (Female voices only)
+color_corr_scale_female, _ = utils.transform_speaking_style_color_correlation(joined_scale_female, SPEAKING_STYLES)
+S.plot_speaking_style_color_correlation(
+    data=color_corr_scale_female,
+    title="Correlation: Speaking Style Colors and Voice Scale 1-10 (Female Voices Only)"
+)
+
+# %%
+# Colors vs Ranking Points (Male voices only)
+color_corr_ranking_male, _ = utils.transform_speaking_style_color_correlation(
+    joined_ranking_male, 
+    SPEAKING_STYLES, 
+    target_column="Ranking_Points"
+)
+S.plot_speaking_style_color_correlation(
+    data=color_corr_ranking_male,
+    title="Correlation: Speaking Style Colors and Voice Ranking Points (Male Voices Only)"
+)
+
+# Colors vs Ranking Points (Female voices only)
+color_corr_ranking_female, _ = utils.transform_speaking_style_color_correlation(
+    joined_ranking_female, 
+    SPEAKING_STYLES, 
+    target_column="Ranking_Points"
+)
+S.plot_speaking_style_color_correlation(
+    data=color_corr_ranking_female,
+    title="Correlation: Speaking Style Colors and Voice Ranking Points (Female Voices Only)"
+)
+
 # %%
 mo.md(r"""
 ### Individual Traits vs Scale 1-10
@@ -608,6 +658,82 @@ for _style, _traits in SPEAKING_STYLES.items():
 """
 mo.md(_content)
 
+# %%
+# Individual Traits vs Scale 1-10 (Male voices only)
+_content = """### Individual Traits vs Scale 1-10 (Male Voices Only)\n\n"""
+
+for _style, _traits in SPEAKING_STYLES.items():
+    _fig = S.plot_speaking_style_scale_correlation(
+        data=joined_scale_male,
+        style_color=_style,
+        style_traits=_traits,
+        title=f"Correlation: Speaking Style {_style} and Voice Scale 1-10 (Male Voices Only)",
+    )
+    _content += f"""
+#### Speaking Style **{_style}**:
+
+{mo.ui.altair_chart(_fig)}
+
+"""
+mo.md(_content)
+
+# %%
+# Individual Traits vs Scale 1-10 (Female voices only)
+_content = """### Individual Traits vs Scale 1-10 (Female Voices Only)\n\n"""
+
+for _style, _traits in SPEAKING_STYLES.items():
+    _fig = S.plot_speaking_style_scale_correlation(
+        data=joined_scale_female,
+        style_color=_style,
+        style_traits=_traits,
+        title=f"Correlation: Speaking Style {_style} and Voice Scale 1-10 (Female Voices Only)",
+    )
+    _content += f"""
+#### Speaking Style **{_style}**:
+
+{mo.ui.altair_chart(_fig)}
+
+"""
+mo.md(_content)
+
+# %%
+# Individual Traits vs Ranking Points (Male voices only)
+_content = """### Individual Traits vs Ranking Points (Male Voices Only)\n\n"""
+
+for _style, _traits in SPEAKING_STYLES.items():
+    _fig = S.plot_speaking_style_ranking_correlation(
+        data=joined_ranking_male,
+        style_color=_style,
+        style_traits=_traits,
+        title=f"Correlation: Speaking Style {_style} and Voice Ranking Points (Male Voices Only)",
+    )
+    _content += f"""
+#### Speaking Style **{_style}**:
+
+{mo.ui.altair_chart(_fig)}
+
+"""
+mo.md(_content)
+
+# %%
+# Individual Traits vs Ranking Points (Female voices only)
+_content = """### Individual Traits vs Ranking Points (Female Voices Only)\n\n"""
+
+for _style, _traits in SPEAKING_STYLES.items():
+    _fig = S.plot_speaking_style_ranking_correlation(
+        data=joined_ranking_female,
+        style_color=_style,
+        style_traits=_traits,
+        title=f"Correlation: Speaking Style {_style} and Voice Ranking Points (Female Voices Only)",
+    )
+    _content += f"""
+#### Speaking Style **{_style}**:
+
+{mo.ui.altair_chart(_fig)}
+
+"""
+mo.md(_content)
+
 # %%
 # ## Correlations when "Best Brand Character" is chosen
 # For each of the 4 brand characters, filter the dataset to only those respondents