Dashboard & Analytics

Generate role-specific dashboards by integrating backend analytics services with user, course, and enrollment data. Admin dashboards display system health and revenue; instructor dashboards show course performance and engagement; student dashboards track progress and achievements. The Skill handles metric calculation, time-series analysis, and chart-ready outputs for frontend rendering across all three user types.

Analytics dashboards require backend integration with users, courses, enrollments, progress, and payments data. The Skill processes this data to calculate metrics, perform time-series analysis, and generate aggregations ready for chart rendering. Ensure your data sources connect to the analytics service before generating dashboards.

Yes. The Skill supports time-series analysis and metric calculation across configurable time ranges. Fetch revenue and user growth data for any period—last month, quarter, or custom dates—to render admin dashboards with system health and financial performance metrics.

Instructor dashboards visualize enrollments, completion rates, and engagement metrics calculated from course and progress data. Student dashboards display time spent, achievements, and personalized recommendations. Both integrate with the backend analytics service to aggregate course and enrollment data into chart-ready outputs.

The Skill generates chart-ready outputs from aggregated metrics and time-series analysis. Structure your frontend to consume these pre-calculated outputs directly for rendering dashboards. This approach separates analytics computation from presentation, enabling flexible chart implementations.

No. A single backend analytics service with integrated users, courses, enrollments, progress, and payments data can generate all three dashboard types. The Skill calculates role-specific metrics—system health for admins, course performance for instructors, progress for students—from the same data foundation.