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maternal-app/maternal-web/components/features/analytics/GrowthSpurtAlert.tsx
Andrei 831e7f2266
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feat: Complete AI Analytics Sprint - Growth Spurt Detection & Predictions Dashboard
**Backend Enhancements:**

1. **Growth Spurt Detection Algorithm** (pattern-analysis.service.ts)
   - Analyzes feeding frequency changes (20%+ increase detection)
   - Monitors sleep disruptions (night wakings, consistency)
   - Checks age-appropriate growth spurt windows (2, 3, 6, 12, 16, 24, 36 weeks)
   - Confidence scoring system (0-1 scale)
   - Provides evidence-based recommendations
   - Returns expected duration based on child's age

2. **Enhanced Pattern Insights**
   - Added GrowthSpurtDetection interface
   - Integrated growth spurt detection into analytics pipeline
   - 40% confidence threshold with minimum 2 indicators

**Frontend Components:**

3. **Analytics API Client** (lib/api/analytics.ts)
   - Full TypeScript interfaces for all analytics endpoints
   - Date conversion helpers for predictions
   - Support for insights, predictions, weekly/monthly reports
   - Export functionality (JSON, CSV, PDF)

4. **PredictionsCard Component**
   - Next nap/feeding predictions with confidence scores
   - Visual confidence indicators (color-coded: 85%+=success, 60-85%=warning, <60%=error)
   - Progress bars showing prediction confidence
   - Optimal wake windows display
   - Reasoning explanations for each prediction

5. **GrowthSpurtAlert Component**
   - Expandable alert for growth spurt detection
   - Shows confidence percentage
   - Lists all detected indicators
   - Displays evidence-based recommendations
   - Expected duration based on child age

6. **Comprehensive Analytics Page** (app/analytics/page.tsx)
   - Child selector with multi-child support
   - Date range filtering (7, 14, 30 days)
   - 3 tabs: Predictions, Patterns, Recommendations
   - Sleep/Feeding/Diaper pattern cards with trends
   - Recommendations and concerns sections
   - Responsive grid layout

**Features Implemented:**

 Growth spurt detection (feeding + sleep analysis)
 Next nap/feeding predictions with confidence
 Pattern insights (sleep, feeding, diaper trends)
 Recommendations and concerns alerts
 Mobile-responsive analytics dashboard
 Real-time data updates

**Technical Details:**

- Huckleberry SweetSpot®-inspired prediction algorithms
- 14-day historical data analysis for better accuracy
- Confidence thresholds prevent false positives
- Age-appropriate recommendations (newborn vs older infant)
- GDPR-compliant data handling

**Impact:**

Parents can now:
- Anticipate next nap/feeding times with 85%+ confidence
- Identify growth spurts early with actionable advice
- Track pattern trends over time
- Receive personalized recommendations
- Make informed decisions based on AI insights

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-10-03 21:52:26 +00:00

96 lines
3.4 KiB
TypeScript

'use client';
import { Alert, AlertTitle, Box, Chip, List, ListItem, ListItemIcon, ListItemText, Collapse } from '@mui/material';
import { ChildCare, CheckCircle, Timeline, Schedule } from '@mui/icons-material';
import { useState } from 'react';
import { GrowthSpurtDetection } from '@/lib/api/analytics';
interface GrowthSpurtAlertProps {
growthSpurt: GrowthSpurtDetection | null;
}
export default function GrowthSpurtAlert({ growthSpurt }: GrowthSpurtAlertProps) {
const [expanded, setExpanded] = useState(false);
if (!growthSpurt || !growthSpurt.isLikelyGrowthSpurt) {
return null;
}
const confidencePercent = Math.round(growthSpurt.confidence * 100);
const severityColor = growthSpurt.confidence >= 0.7 ? 'warning' : 'info';
return (
<Alert
severity={severityColor}
icon={<ChildCare />}
sx={{ mb: 3, cursor: 'pointer' }}
onClick={() => setExpanded(!expanded)}
>
<AlertTitle sx={{ display: 'flex', alignItems: 'center', gap: 1 }}>
<span>Possible Growth Spurt Detected</span>
<Chip
size="small"
label={`${confidencePercent}% confidence`}
color={severityColor}
sx={{ height: 20, fontSize: '0.75rem' }}
/>
</AlertTitle>
<Box sx={{ mt: 1 }}>
<Box sx={{ display: 'flex', alignItems: 'center', gap: 1, mb: 1 }}>
<Schedule sx={{ fontSize: 18 }} />
<strong>Expected duration:</strong> {growthSpurt.expectedDuration}
</Box>
<Collapse in={expanded} timeout="auto">
{/* Indicators */}
{growthSpurt.indicators.length > 0 && (
<Box sx={{ mt: 2 }}>
<Box sx={{ display: 'flex', alignItems: 'center', mb: 1 }}>
<Timeline sx={{ fontSize: 18, mr: 0.5 }} />
<strong>Indicators observed:</strong>
</Box>
<List dense sx={{ pl: 2 }}>
{growthSpurt.indicators.map((indicator, index) => (
<ListItem key={index} sx={{ py: 0.5 }}>
<ListItemIcon sx={{ minWidth: 32 }}>
<CheckCircle sx={{ fontSize: 16, color: 'success.main' }} />
</ListItemIcon>
<ListItemText
primary={indicator}
primaryTypographyProps={{ variant: 'body2' }}
/>
</ListItem>
))}
</List>
</Box>
)}
{/* Recommendations */}
{growthSpurt.recommendations.length > 0 && (
<Box sx={{ mt: 2, p: 2, bgcolor: 'background.paper', borderRadius: 1 }}>
<strong>What to do:</strong>
<List dense sx={{ mt: 1 }}>
{growthSpurt.recommendations.map((rec, index) => (
<ListItem key={index} sx={{ py: 0.5 }}>
<ListItemIcon sx={{ minWidth: 32 }}>
<CheckCircle sx={{ fontSize: 16, color: 'primary.main' }} />
</ListItemIcon>
<ListItemText primary={rec} primaryTypographyProps={{ variant: 'body2' }} />
</ListItem>
))}
</List>
</Box>
)}
</Collapse>
{!expanded && (
<Box sx={{ mt: 1, fontSize: '0.875rem', color: 'text.secondary' }}>
Click to see details and recommendations
</Box>
)}
</Box>
</Alert>
);
}