Update app.py

app.py

@@ -39,7 +39,6 @@ categories = sorted(guest_by_channel['category'].unique().tolist())
 
 # ---- DASHBOARD COMPONENTS ----
 
-# 1. Executive Summary
 def executive_summary():
     # Calculate key metrics
     total_guests = len(guest_by_channel)
@@ -62,40 +61,19 @@ def executive_summary():
         specs=[[{"type": "indicator"}, {"type": "indicator"}],
                [{"type": "pie"}, {"type": "bar"}]],
         subplot_titles=("Total Guest Views (M)", "Avg Views per Guest (M)", 
-                       "Guest Categories", "Guest Gender Distribution")
+                        "Guest Categories", "Guest Gender Distribution")
     )
     
-    # Add indicators
     fig.add_trace(
         go.Indicator(
             mode="number",
-            value=total_views / 1000000,
+            value=total_views / 1_000_000,
             number={"suffix": "M", "valueformat": ".1f"},
             title={"text": "Total Views"}
         ),
         row=1, col=1
     )
     
-    # Create summary visualizations
-fig = make_subplots(
-    rows=2, cols=2,
-    specs=[[{"type": "indicator"}, {"type": "indicator"}],
-           [{"type": "pie"}, {"type": "bar"}]],
-    subplot_titles=("Total Guest Views (M)", "Avg Views per Guest (M)", 
-                    "Guest Categories", "Guest Gender Distribution")
-)
-
-# Add indicators
-fig.add_trace(
-    go.Indicator(
-        mode="number",
-        value=total_views / 1_000_000,
-        number={"suffix": "M", "valueformat": ".1f"},
-        title={"text": "Total Views"}
-    ),
-    row=1, col=1
-    )
-    
     fig.add_trace(
         go.Indicator(
             mode="number",
@@ -106,7 +84,6 @@ fig.add_trace(
         row=1, col=2
     )
     
-    # Add category pie chart
     fig.add_trace(
         go.Pie(
             labels=category_views.index,
@@ -117,11 +94,10 @@ fig.add_trace(
         row=2, col=1
     )
     
-    # Add bar chart (corrected part)
     fig.add_trace(
         go.Bar(
-            x=category_views.index,  # X-axis labels
-            y=category_views.values, # Bar heights
+            x=category_views.index,
+            y=category_views.values,
             marker_color='indianred',
             text=category_views.values,
             textposition='auto',
@@ -129,7 +105,6 @@ fig.add_trace(
         ),
         row=2, col=2
     )
-
     
     fig.update_layout(
         height=600,