🎓 Student Risk

Early Warning, Intervention & Student Success through AI
📊 Dashboard Student Master Attendance Risk Academic Risk Financial Risk Behavior Risk Engagement Risk Wellbeing Risk Family Risk Ml Features Ai Risk Score Risk Rules

AI-Powered Student Risk Intelligence Platform

Early Warning, Intervention & Student Success through AI

Attendance Risk

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student_id attendance_pct days_absent_30 late_marks attendance_risk_level risk_reason Action
101 68 9 6 HIGH Fee stress causing irregular attendance Delete
102 96 1 0 LOW Stable family and no financial stress Delete
103 82 4 2 MEDIUM Moderate absenteeism Delete
104 97 1 0 LOW Consistent attendance Delete
105 62 11 7 HIGH High fees due impacting school continuity Delete
106 80 5 3 MEDIUM Occasional absences Delete
107 58 13 8 HIGH Severe financial stress Delete
108 98 0 0 LOW Excellent attendance Delete
109 75 7 4 MEDIUM Fee burden affecting attendance Delete
110 96 1 0 LOW Stable learning pattern Delete
111 83 4 2 MEDIUM Slight attendance drop Delete
112 99 0 0 LOW Very consistent Delete
113 60 12 7 HIGH High fees causing frequent absence Delete
114 97 1 0 LOW No attendance concern Delete
115 82 4 2 MEDIUM Moderate absenteeism Delete
116 68 9 6 HIGH Repeat fee-linked absences Delete
117 96 1 0 LOW Regular attendance Delete
118 80 5 3 MEDIUM Attendance slightly unstable Delete
119 97 1 0 LOW Good engagement Delete
120 62 11 7 HIGH Fee dues causing missed classes Delete
121 96 1 0 LOW Stable student Delete
122 58 13 8 HIGH Financial hardship Delete
123 98 0 0 LOW Strong engagement Delete
124 75 7 4 MEDIUM Attendance dips Delete
125 96 1 0 LOW No risk Delete
126 83 4 2 MEDIUM Moderate attendance risk Delete
127 99 0 0 LOW Very consistent Delete
128 60 12 7 HIGH High financial strain Delete
129 97 1 0 LOW Regular student Delete
130 82 4 2 MEDIUM Moderate absence Delete
131 96 1 0 LOW Stable attendance Delete
132 62 11 7 HIGH Chronic fee-related absence Delete
133 97 1 0 LOW No issues Delete
134 83 4 2 MEDIUM Occasional absence Delete
135 99 0 0 LOW Excellent Delete
136 68 9 6 HIGH Repeated absences Delete
137 96 1 0 LOW No risk Delete
138 80 5 3 MEDIUM Attendance fluctuation Delete
139 98 0 0 LOW Fully engaged Delete
140 75 7 4 MEDIUM Moderate attendance concern Delete