Demo Mode — All figures are synthetic demo data, clearly labelled. No real institutional statistics.
📑 Academic Insight & Reporting Engine
Dashboards converting education records into understandable institutional insights. All data is synthetic in demo mode.
📈 Assessment Score Distribution
Demo Data — Synthetic
90-100
80-89
70-79
60-69
50-59
<50
💡 Top Learning Gaps
Most common topics across all students
Integration (Calculus)47 students
Sorting Algorithms (CS)38 students
Graph Traversal (CS)29 students
Newton's Laws (Physics)22 students
🔄 Intervention Outcome Summary
Based on follow-up assessment evidence only
Outcome is only recorded when follow-up assessment evidence is available. Improvements shown here are not claimed from subjective observation.
| Intervention Type | Started | Completed | Improvement (Avg) | Evidence |
|---|---|---|---|---|
| Sorting Practice Module | 12 | 8 | +18% | Follow-up quiz scores |
| Integration Revision | 9 | 4 | +7% | Follow-up quiz scores |
| Peer Study Groups | 6 | 3 | Insufficient data | Pending follow-up |