Weak topic
activeWeak topic connects directly to notes, practice, schedule, canvas, and proof.
progressRoute context: No route context passed yet.
Advanced Analytics
Use advanced analytics as part of the connected study OS.
12
Connected items
5
Ready actions
2
Needs review
Page context
Module state, route, primary action, and data handoff for this workflow.
Insight cockpitMeasure
Action analytics layer
Advanced Analytics is treated as a insight cockpit inside the action analytics layer. It accepts events, attempts, sessions, or logs, creates actionable report, and stays connected to Schedule, AI Study Planner, Mistake Notebook, Admin Monitoring.
Input
events, attempts, sessions, or logs
Output
actionable report
Creates
readiness forecast
Trace
source, confidence, review
Route job
Convert activity and system data into next actions.
Record model
Advanced Analytics report
Admin handoff
Monitoring, QA, and analytics providers track route health and learning outcomes.
Page actions
Analytics, reports, statistics, weakness map, forecasts, and performance checks end in concrete next actions.
Open analyticsSee readiness, retention, and study velocity./analyticsBuild reportCreate mentor, weekly, course, or institution report./report-builderRepair weaknessOpen concepts with the highest risk./weakness-mapForecast retentionSee due load and forgetting risk./flashcards/analyticsAsk AIOpen connected workflow with this page as context./ai-tutor?context=%2Fadvanced-analyticsMake flashcardsOpen connected workflow with this page as context./flashcards?source=%2Fadvanced-analytics
Workflow states
1
2
3
4
5
Controls and data signals
Created records and graph edges
4 connected branchesAction analytics surfacedeep custom/advanced-analytics
Advanced Analytics production UI
Analytics, reports, statistics, weakness map, and forecasts convert learning data into next actions.
Analytics lens
editable shellInsight preview
Live mock preview for this exact route, ready for real API wiring.
Forecast
linkedForecast connects directly to notes, practice, schedule, canvas, and proof.
Next action
readyNext action connects directly to notes, practice, schedule, canvas, and proof.
Advanced Analytics records
signal
/advanced-analytics signal
recommendation
/advanced-analytics recommendation
report
/advanced-analytics report
Production contract
localStorage state
test-mode API event
admin audit row
canvas graph edge
hand-authored/advanced-analytics
Advanced learning forecast
Forecast readiness, forgetting risk, burnout risk, velocity, and weak-topic impact with action recommendations.
synced
Signals
retention, accuracy, time
computed
Forecast
readiness and risk
ranked
Actions
repair, rest, retest
Action-first analytics
Readiness, retention forecast, weak-area map, study heatmap, report builder, and mentor sharing end in next actions.
Fundamental Rights: Review 8 cards and take a remedial quiz.
Memoization: Read note, profile sample component, then retest.
UPSC Prelims 2026: 74% readiness
Frontend Interview Loop: 61% readiness
Production handofflearningReportlocalStorage + test-mode API
Advanced Analytics operations
User actions create auditable records, connect to admin review, and route generated work into canvas, schedule, AI, and portfolio branches.
Generated records
Tester actions
Related workflows
A compact set of nearby pages. Use command search or the sidebar for the full route list.
AnalyticsLearning dashboard with next actions.Progress HomeSingle progress hub for course, retention, exams, assignments, and career proof.ReportsWeekly, course, exam, and mentor-ready reports.StatisticsStudy time, retention, accuracy, and velocity.Weakness MapConcept weaknesses and repair paths.Flashcard AnalyticsRetention forecast and due load.Quiz AnalyticsAccuracy by topic, difficulty, and confidence.Optimization HubPerformance and learning optimization hub from the larger Next reference.
2026-ready capabilities
Action-first analytics
Readiness, retention, heatmaps, assignment performance, and topic velocity end with concrete next actions.
Fundamental Rights
Missed 4 of 7 questions across two attempts. Review 8 cards and take a remedial quiz.
Memoization
Low confidence in flashcard reviews. Read note, profile sample component, then retest.
Exam and concept forecast
Concept mastery, exam date, syllabus coverage, and forgetting risk combine into adaptive recommendations.
Fundamental Rights
46% mastery; 34 linked questions.
Memoization
63% mastery; 18 linked questions.
Fiscal federalism
58% mastery; 12 linked questions.
UPSC Prelims 2026
64% syllabus; 74% readiness.
Frontend Interview Loop
48% syllabus; 61% readiness.