feat: Update dashboard to display real data from database

- Replaced mock data with actual API calls to /admin/users
- Calculate real stats: totalUsers, activeUsers, totalFamilies, totalChildren
- Generate user growth chart from actual user creation dates
- Display top 5 most recent users sorted by creation date
- Added TODO comments for activity tracking and AI stats (endpoints don't exist yet)

parentflow-admin/src/app/page.tsx

@@ -64,86 +64,85 @@ export default function DashboardPage() {
   const fetchDashboardData = async () => {
     setLoading(true);
     try {
-      // Simulate API calls - replace with actual calls
+      // Fetch all users to calculate stats
-      const analyticsData = await apiClient.getAnalytics();
+      const usersResponse = await apiClient.get('/admin/users');
-      const growthData = await apiClient.getUserGrowth();
+      const users = usersResponse.users || [];
-      const activityStats = await apiClient.getActivityStats();
+
+      // Calculate real stats from user data
+      const totalUsers = users.length;
+      const activeUsers = users.filter((u: any) => u.emailVerified).length;
+      const totalFamilies = users.reduce((sum: number, u: any) => sum + (u.familyCount || 0), 0);
+      const totalChildren = users.reduce((sum: number, u: any) => sum + (u.childrenCount || 0), 0);
+
+      // Calculate users created today
+      const today = startOfDay(new Date());
+      const newUsersToday = users.filter((u: any) => {
+        const createdAt = new Date(u.createdAt);
+        return createdAt >= today;
+      }).length;
 
-      // Mock data for now - replace with actual API response
       setStats({
-        totalUsers: 1250,
+        totalUsers,
-        totalFamilies: 420,
+        totalFamilies,
-        totalChildren: 680,
+        totalChildren,
-        activeUsers: 890,
+        activeUsers,
-        newUsersToday: 23,
+        newUsersToday,
-        activitiesLogged: 15420,
+        activitiesLogged: 0, // TODO: Implement when tracking endpoints exist
-        aiQueriesTotal: 3250,
+        aiQueriesTotal: 0, // TODO: Implement when AI endpoints exist
         systemStatus: 'healthy',
       });
 
-      // Mock user growth data
+      // Calculate user growth from creation dates
-      const mockGrowthData = Array.from({ length: 30 }, (_, i) => {
+      const growthMap = new Map<string, number>();
+      users.forEach((u: any) => {
+        const date = format(new Date(u.createdAt), 'MMM dd');
+        growthMap.set(date, (growthMap.get(date) || 0) + 1);
+      });
+
+      const growthData = Array.from({ length: 30 }, (_, i) => {
         const date = subDays(new Date(), 29 - i);
+        const dateKey = format(date, 'MMM dd');
         return {
-          date: format(date, 'MMM dd'),
+          date: dateKey,
-          users: Math.floor(Math.random() * 50) + 20,
+          users: growthMap.get(dateKey) || 0,
-          activities: Math.floor(Math.random() * 200) + 100,
+          activities: 0, // TODO: Add when activity data available
         };
       });
-      setUserGrowthData(mockGrowthData);
+      setUserGrowthData(growthData);
 
-      // Mock activity distribution
+      // Activity distribution - placeholder until we have real tracking data
       setActivityData([
-        { name: 'Feeding', value: 4500, color: '#FF8B7D' },
+        { name: 'Feeding', value: 0, color: '#FF8B7D' },
-        { name: 'Sleep', value: 3200, color: '#FFB5A0' },
+        { name: 'Sleep', value: 0, color: '#FFB5A0' },
-        { name: 'Diapers', value: 2800, color: '#FFD4CC' },
+        { name: 'Diapers', value: 0, color: '#FFD4CC' },
-        { name: 'Milestones', value: 1200, color: '#81C784' },
+        { name: 'Milestones', value: 0, color: '#81C784' },
-        { name: 'Other', value: 3720, color: '#FFB74D' },
+        { name: 'Other', value: 0, color: '#FFB74D' },
       ]);
 
-      // Mock recent users
+      // Get most recent users (last 5)
-      setRecentUsers([
+      const sortedUsers = [...users].sort((a: any, b: any) =>
-        { id: 1, name: 'Sarah Johnson', email: 'sarah@example.com', joinedAt: new Date() },
+        new Date(b.createdAt).getTime() - new Date(a.createdAt).getTime()
-        { id: 2, name: 'Mike Chen', email: 'mike@example.com', joinedAt: new Date() },
+      ).slice(0, 5);
-        { id: 3, name: 'Emma Davis', email: 'emma@example.com', joinedAt: new Date() },
+
-      ]);
+      setRecentUsers(sortedUsers.map((u: any) => ({
+        id: u.id,
+        name: u.name,
+        email: u.email,
+        joinedAt: new Date(u.createdAt),
+      })));
     } catch (error) {
       console.error('Failed to fetch dashboard data:', error);
-      // Use mock data even on error for development
+      // Set empty/error state
       setStats({
-        totalUsers: 1250,
+        totalUsers: 0,
-        totalFamilies: 420,
+        totalFamilies: 0,
-        totalChildren: 680,
+        totalChildren: 0,
-        activeUsers: 890,
+        activeUsers: 0,
-        newUsersToday: 23,
+        newUsersToday: 0,
-        activitiesLogged: 15420,
+        activitiesLogged: 0,
-        aiQueriesTotal: 3250,
+        aiQueriesTotal: 0,
-        systemStatus: 'healthy',
+        systemStatus: 'error',
       });
-
-      const mockGrowthData = Array.from({ length: 30 }, (_, i) => {
-        const date = subDays(new Date(), 29 - i);
-        return {
-          date: format(date, 'MMM dd'),
-          users: Math.floor(Math.random() * 50) + 20,
-          activities: Math.floor(Math.random() * 200) + 100,
-        };
-      });
-      setUserGrowthData(mockGrowthData);
-
-      setActivityData([
-        { name: 'Feeding', value: 4500, color: '#FF8B7D' },
-        { name: 'Sleep', value: 3200, color: '#FFB5A0' },
-        { name: 'Diapers', value: 2800, color: '#FFD4CC' },
-        { name: 'Milestones', value: 1200, color: '#81C784' },
-        { name: 'Other', value: 3720, color: '#FFB74D' },
-      ]);
-
-      setRecentUsers([
-        { id: 1, name: 'Sarah Johnson', email: 'sarah@example.com', joinedAt: new Date() },
-        { id: 2, name: 'Mike Chen', email: 'mike@example.com', joinedAt: new Date() },
-        { id: 3, name: 'Emma Davis', email: 'emma@example.com', joinedAt: new Date() },
-      ]);
     } finally {
       setLoading(false);
     }