diff --git a/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/AFLDashboard.tsx b/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/AFLDashboard.tsx
index 69041f29..af525141 100644
--- a/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/AFLDashboard.tsx
+++ b/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/AFLDashboard.tsx
@@ -166,41 +166,11 @@ const matchEvents = [
 ];
 
 const crowdZones = [
-  {
-    zone: "Northern Stand",
-    capacity: 15000,
-    current: 13200,
-    density: 88,
-    trend: "up",
-  },
-  {
-    zone: "Southern Stand",
-    capacity: 12000,
-    current: 11400,
-    density: 95,
-    trend: "stable",
-  },
-  {
-    zone: "Eastern Wing",
-    capacity: 8000,
-    current: 6800,
-    density: 85,
-    trend: "down",
-  },
-  {
-    zone: "Western Wing",
-    capacity: 8000,
-    current: 7600,
-    density: 95,
-    trend: "up",
-  },
-  {
-    zone: "Premium Seating",
-    capacity: 3000,
-    current: 2850,
-    density: 95,
-    trend: "stable",
-  },
+  { zone: "Northern Stand", capacity: 15000, current: 13200, density: 88, trend: "up", avgTimeSpent: 42 },
+  { zone: "Southern Stand", capacity: 12000, current: 11400, density: 95, trend: "stable", avgTimeSpent: 38 },
+  { zone: "Eastern Wing", capacity: 8000, current: 6800, density: 85, trend: "down", avgTimeSpent: 55 },
+  { zone: "Western Wing", capacity: 8000, current: 7600, density: 95, trend: "up", avgTimeSpent: 61 },
+  { zone: "Premium Seating", capacity: 3000, current: 2850, density: 95, trend: "stable", avgTimeSpent: 112 },
 ];
 const safestZone = crowdZones.reduce((min, zone) => zone.density < min.density ? zone : min, crowdZones[0]);
 
@@ -1538,6 +1508,14 @@ Export ID: ${Date.now()}-${Math.random().toString(36).substr(2, 9)}
                 <LogOut className="w-4 h-4 mr-2" />
                 Logout
               </Button>
+              <Button
+                variant="outline"
+                size="sm"
+                onClick={() => window.open("https://redback-operations.github.io/redback-documentation/", "_blank")}
+                className="bg-red-600 hover:bg-red-700 text-white border-red-600"
+              >
+                Redback Operations
+              </Button>
             </div>
           </div>
         </div>
@@ -1642,7 +1620,6 @@ Export ID: ${Date.now()}-${Math.random().toString(36).substr(2, 9)}
                   </div>
                 </CardContent>
               </Card>
-
               {/* Player Statistics */}
               <div className="lg:w-2/3 space-y-6">
                 <Card>
@@ -2109,6 +2086,37 @@ Export ID: ${Date.now()}-${Math.random().toString(36).substr(2, 9)}
                 </div>
               </CardContent>
             </Card>
+            <Card>
+              <CardHeader>
+                <CardTitle className="flex items-center gap-2">
+                  <Clock className="w-5 h-5" />
+                  Avg Time Spent Per Zone
+                </CardTitle>
+                <CardDescription>
+                  Average minutes visitors spend in each zone
+                </CardDescription>
+              </CardHeader>
+              <CardContent>
+                <div className="space-y-3">
+                  {crowdZones.map((zone, index) => (
+                    <div key={index} className="flex items-center justify-between p-2 bg-gray-50 rounded-lg">
+                      <span className="text-sm font-medium">{zone.zone}</span>
+                      <div className="flex items-center gap-2">
+                        <div className="w-24 bg-gray-200 rounded-full h-2">
+                          <div
+                            className="bg-blue-500 h-2 rounded-full"
+                            style={{ width: `${Math.min((zone.avgTimeSpent / 120) * 100, 100)}%` }}
+                          />
+                        </div>
+                        <span className="text-sm font-bold text-blue-600 w-16 text-right">
+                          {zone.avgTimeSpent} min
+                        </span>
+                      </div>
+                    </div>
+                  ))}
+                </div>
+              </CardContent>
+            </Card>
           </TabsContent>
 
           {/* Analytics Report Download */}
diff --git a/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/workspace.code-workspace b/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/workspace.code-workspace
new file mode 100644
index 00000000..3e70edd4
--- /dev/null
+++ b/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/workspace.code-workspace
@@ -0,0 +1,4 @@
+{
+	"folders": [],
+	"settings": {}
+}
\ No newline at end of file