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