Graves Semester Readiness Lab
Aggregate pressure map demo
A proposal scaffold for de-identified readiness insights: deadline density, exam clusters, pressure weeks, commitment collisions, recovery activity, and feature usage.
Aggregate, de-identified insights only
First-Year Pressure Map
Synthetic demo data for a Semester Readiness Lab. No names, emails, individual levels, notices, or personal schedules.
Students reached
420
Roadmap Lab attendees
148
Semester Twin setups
104
Syllabi uploaded
312
Week 2 return
68%
Deadline density by week
Where pressure clusters before it hits
Sample only
Pressure weeks identified
276
Outside commitments added
89
Co-Focus sessions started
193
Recovery Mode uses
74
Feedback responses
61
| Week | Deadlines | Exams | High-impact | Study windows | Commitment bucket | Readiness completion |
|---|---|---|---|---|---|---|
| 1 | 3 | 0 | 1 | 10 | 6-10 | 44% |
| 2 | 4 | 0 | 1 | 9 | 6-10 | 50% |
| 3 | 7 | 1 | 2 | 7 | 11-20 | 56% |
| 4 | 9 | 2 | 3 | 5 | 21+ | 62% |
| 5 | 4 | 0 | 1 | 9 | 6-10 | 68% |
| 6 | 8 | 1 | 3 | 6 | 11-20 | 74% |
| 7 | 10 | 2 | 3 | 4 | 6-10 | 80% |
| 8 | 12 | 3 | 4 | 3 | 21+ | 86% |
Privacy boundary
This demo is intentionally aggregate and synthetic. A production version should use consented, de-identified rollups only and should never expose individual student names, emails, personal schedules, or per-student notices.