Dependency Note

E14 runs after E13 (Master Certification & Credential Engine). E13 has not yet been supplied; the certification-analytics interface is defined here but awaits E13 for its data source.

Purpose

Collect, analyze, visualize, and improve academic, research, publishing, learning, and institutional performance. Architecture only — it never fabricates analytics or modifies records.

Academic Analytics

Measure Schools, Programs, Courses, Modules, Lessons, Assessments, Certificates, Competencies, Learning Outcomes.

Learner Analytics

• Enrollments, Active learners
• Learning progress, Completion rate
• Average study time, Dropout rate
• Re-enrollment, Learning path completion

Course Analytics

• Popularity, Completion rate, Average score
• Average duration, Student satisfaction
• Certificates issued, Learning effectiveness

Assessment Analytics

• Difficulty, Passing rate, Question performance
• Competency achievement, Rubric consistency, Assessment quality

Certification Analytics (interface to E13)

• Certificates issued (professional / executive)
• Verification requests
• Expired & revoked credentials

Content, Research, Publishing & Library Analytics

• Content: books, articles, papers, briefs, reports, videos, downloads, views, avg reading time
• Research: publications, themes, growth, usage, citations, downloads
• Publishing: books/articles/reports/working papers, frequency, trends
• Library: usage, most downloaded/read, search behavior, collection growth

Knowledge Graph, Recommendation & AI Analytics

• Graph: nodes, relationships, new/broken connections, growth
• Recommendation: click rate, acceptance, accuracy, learning continuation
• AI: reading jobs, metadata generated, links created, recommendations, course drafts, processing time

Business Analytics

Course, Training, Consulting, Book, Membership, and Certificate revenue. (Revenue figures sourced from live systems; none fabricated.)

CEO Dashboard

• Daily activity, Weekly & Monthly summaries
• Learning / Publishing / Research statistics
• Revenue statistics, System health

Academic KPI & Trend Analysis

• KPI monitoring: Schools, Programs, Courses, Research, Publishing, Training, Consulting, Digital Library
• Trends: growth, learning, research, publishing, enrollment, knowledge growth

Reporting

Daily, Weekly, Monthly, Quarterly, Annual, and Custom reports.

WordPress Implementation

• Tutor LMS, WooCommerce, Membership, REST API
• Knowledge Graph
• Google Analytics, Matomo

Administration & Quality Control

• Admin: create, export, schedule, share, archive reports
• QC (report only): missing analytics, broken tracking, incomplete reports, invalid KPIs, missing data sources

Restrictions

• Do NOT modify learner records.
• Do NOT fabricate analytics.
• Do NOT overwrite historical data.
• Do NOT delete analytics history.

Codex Handover

Deliver analytics & dashboard architecture, KPI & reporting & trend-analysis frameworks, and admin workflow. Data collection wired by Codex from live sources. Stop.

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Content status: Draft. Architecture specification only — no analytics fabricated, no learner records modified, no historical data overwritten. Domain: kba13academy.com. Engine: E14 Academic Analytics. Handover: Codex / Owner.