For school administrators and academic coordinators, identifying which students are slipping through the cracks across dozens of different subjects has always been a major operational puzzle.
Today, Tatuga School delivers a massive diagnostic upgrade: School Insights. This powerful analytics dashboard automatically consolidates classroom data from all enrolled subjects to identify student stress points early, enabling precise, data-driven student support before it's too late!
✨ Feature Core Capabilities:
- 🗂️ Dedicated Insights Space: Located as a core node under the main School navigation menu, featuring an interactive academic term/year selector driving staggered entry layout animations. The entire analytics interface fully supports English and Thai language localization.
- 📈 4 Strategic Metric Cards: Keep your finger on the pulse with real-time counters tracking total at-risk student counts, on-time assignment submission rates (excluding future tasks), universal school attendance ratios, and average graded work scores.
- 🎯 3-Signal Composite Risk Engine: Calculates a smart 0–100 composite risk score by evaluating three weighted pillars: Overdue/Missing Tasks (40%), Low Exam/Assignment Marks (30%), and Absence/Attendance friction mapping (30%). Students are bucketed into actionable High Risk (Red ≥ 60) and Medium Risk (Yellow 35–59) focus tiers.
- ⚖️ Missing-Data Re-normalization: If a student lacks graded items or attendance rows due to recent enrollment changes, the algorithm drops the missing vectors and re-normalizes the remaining active signals out of 100. These rows are flagged transparently with a
limitedDataindicator to maintain absolute statistical fairness. - 🔍 Interactive At-Risk Drill-Down: Expand any student row directly inside the priority matrix to load their lazy-evaluated missing homework agenda live. Every listed task comes appended with direct deep-links that route you straight to the corresponding classroom submission screen.
- 📊 Deep-Dive School Leaderboards:
- Score Distribution: A clean histogram summarizing score banding across the entire active student registry.
- Class Leaderboard: Ranks school classes based on overall risk frequency and score thresholds.
- Subject Attendance Leaderboard: Surfaces localized attendance drops across specific school subject profiles.
- Teacher Leaderboard: Celebrates classroom leaders maintaining the lowest overall risk indexes across their taught groups.