Advanced Analytics & Reporting System

[Mosas2000]

Implementation of 10 advanced analytics and reporting components with data warehouse, ETL pipelines, visualization libraries, and ML models.

Components to Implement

1. Custom Report Builder
   Features:

Drag-and-drop interface
Custom metrics selection
Date range picker
Filtering options
Template saving

2. Data Export
   Features:

CSV export
PDF generation
Excel format
JSON export
Scheduled exports

3. Dashboard Widgets
   Features:

Customizable layouts
Widget library
Real-time updates
Resize/reorder
Widget settings

4. Predictive Analytics
   Features:

Trend forecasting
ML predictions
Confidence intervals
Historical comparison
Alert thresholds

5. Cohort Analysis
   Features:

User cohorts
Retention tracking
Behavior patterns
Conversion funnels
Segment comparison

6. Performance Metrics
   Features:

KPI tracking
Goal monitoring
Benchmark comparison
Performance alerts
Metric visualization

7. User Behavior Analytics
   Features:

Session recording
Heatmaps
Click tracking
User flows
Conversion paths

8. Financial Reports
   Features:

P&L statements
Revenue tracking
Cost analysis
ROI calculations
Budget monitoring

9. Real-Time Analytics
   Features:

Live dashboards
WebSocket updates
Event streaming
Instant metrics
Alert notifications

10. Report Scheduling
    Features:

Automated reports
Email delivery
Recurring schedules
Custom recipients
Report history

Technical Requirements

Data warehouse
ETL pipelines
Visualization libraries
ML models

[Mosas2000]

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