update

util/plot.py

@@ -87,14 +87,14 @@ def create_correlation_heatmaps(df):
     # Plotting the heatmaps
     fig = go.Figure()
 
-    fig.add_trace(go.Heatmap(
-        z=scores_corr_pearson.values,
-        x=scores_corr_pearson.columns,
-        y=scores_corr_pearson.index,
-        colorscale='Viridis',
-        showscale=True,
-        name='Scores Pearson Correlation'
-    ))
+    # fig.add_trace(go.Heatmap(
+    #     z=scores_corr_pearson.values,
+    #     x=scores_corr_pearson.columns,
+    #     y=scores_corr_pearson.index,
+    #     colorscale='Viridis',
+    #     showscale=True,
+    #     name='Scores Pearson Correlation'
+    # ))
 
     fig.add_trace(go.Heatmap(
         z=ranks_corr_pearson.values,
@@ -105,41 +105,41 @@ def create_correlation_heatmaps(df):
         name='Ranks Pearson Correlation'
     ))
 
-    fig.add_trace(go.Heatmap(
-        z=scores_corr_spearman.values,
-        x=scores_corr_spearman.columns,
-        y=scores_corr_spearman.index,
-        colorscale='Cividis',
-        showscale=True,
-        name='Scores Spearman Correlation'
-    ))
-
-    fig.add_trace(go.Heatmap(
-        z=ranks_corr_spearman.values,
-        x=ranks_corr_spearman.columns,
-        y=ranks_corr_spearman.index,
-        colorscale='Cividis',
-        showscale=True,
-        name='Ranks Spearman Correlation'
-    ))
-
-    fig.add_trace(go.Heatmap(
-        z=scores_corr_kendall.values,
-        x=scores_corr_kendall.columns,
-        y=scores_corr_kendall.index,
-        colorscale='Inferno',
-        showscale=True,
-        name='Scores Kendall Correlation'
-    ))
-
-    fig.add_trace(go.Heatmap(
-        z=ranks_corr_kendall.values,
-        x=ranks_corr_kendall.columns,
-        y=ranks_corr_kendall.index,
-        colorscale='Inferno',
-        showscale=True,
-        name='Ranks Kendall Correlation'
-    ))
+    # fig.add_trace(go.Heatmap(
+    #     z=scores_corr_spearman.values,
+    #     x=scores_corr_spearman.columns,
+    #     y=scores_corr_spearman.index,
+    #     colorscale='Cividis',
+    #     showscale=True,
+    #     name='Scores Spearman Correlation'
+    # ))
+    #
+    # fig.add_trace(go.Heatmap(
+    #     z=ranks_corr_spearman.values,
+    #     x=ranks_corr_spearman.columns,
+    #     y=ranks_corr_spearman.index,
+    #     colorscale='Cividis',
+    #     showscale=True,
+    #     name='Ranks Spearman Correlation'
+    # ))
+
+    # fig.add_trace(go.Heatmap(
+    #     z=scores_corr_kendall.values,
+    #     x=scores_corr_kendall.columns,
+    #     y=scores_corr_kendall.index,
+    #     colorscale='Inferno',
+    #     showscale=True,
+    #     name='Scores Kendall Correlation'
+    # ))
+    #
+    # fig.add_trace(go.Heatmap(
+    #     z=ranks_corr_kendall.values,
+    #     x=ranks_corr_kendall.columns,
+    #     y=ranks_corr_kendall.index,
+    #     colorscale='Inferno',
+    #     showscale=True,
+    #     name='Ranks Kendall Correlation'
+    # ))
 
     # Update layout
     fig.update_layout(