Update app.py

app.py

@@ -79,10 +79,10 @@ def create_dashboard(data):
             
         with col2:
             # Event Types Distribution
-            event_counts = data['events']['Order Value $'].sum().reset_index()
+            event_counts = data['events'].groupby('Event')['Order Value $'].sum().reset_index()
             event_counts.columns = ['Event', 'Order Value $']  # Rename columns explicitly
             fig = px.pie(event_counts, names='Event', values='Order Value', 
-                         title='Event Type Distribution')
+                         title='Event Type Distribution By Order Value')
             st.plotly_chart(fig, use_container_width=True)
     
     # Top Products Analysis