Attendance Pattern Detection
Heuristics over the deterministic daily + period ledger. Use these rollups to design more targeted outreach.
Students screened
167
With at least one pattern
108
Patterns evaluated
7
Weekday · period · course · behavioral
Course-tied absence
75 students
Absences concentrated in one course with poor grades and missing work.
- Penelope ReyesGr 11
- Eliana DiazGr 9
- Bianca ReynoldsGr 12
- Raul AdamsGr 11
- Isabella SilvaGr 12
- Selena PerezGr 9
+ 19 more — click the pattern in the left list.
Monday/Friday absences
34 students
Absences cluster on Mondays or Fridays — often signals work conflicts, custody handoffs, or weekend trips.
- Eliana DiazGr 9
- Vincent TangGr 10
- Camila NelsonGr 11
- Raul AdamsGr 11
- Cesar PadillaGr 10
- Samantha SuarezGr 11
+ 19 more — click the pattern in the left list.
Avoidance signal
31 students
Sensitive flags suggest absence as avoidance — coordinate with counselor.
- Maria PatelGr 10
- Jordan LewisGr 9
- Aiden ZamoraGr 10
- Leonardo TangGr 9
- Kevin CooperGr 10
- Stella EdwardsGr 11
+ 19 more — click the pattern in the left list.
Post-grading decline
25 students
Attendance worsening after multiple D/F marks — discouragement risk.
- Bianca ReynoldsGr 12
- Oscar RodriguezGr 12
- Layla CarterGr 11
- Destiny ThompsonGr 12
- Leonardo TangGr 9
- Kevin CooperGr 10
+ 19 more — click the pattern in the left list.
Last-period absence
8 students
Leaving school early — discipline avoidance, work, or off-campus pull factors.
- Carlos ValenciaGr 12
- Maria PatelGr 10
- Lucas ChavezGr 10
- Isabella WongGr 10
- Logan VelasquezGr 12
- Selena ParkerGr 9
+ 2 more — click the pattern in the left list.