Real-Time Education / EdTech Sector Dataset Generator

Generate real-time education and EdTech datasets with ETL every 5 seconds, up to 2TB

Customize Dataset Size

Enter the number of records for each category. Datasets are generated and cleaned (ETL) every 5 seconds in memory. View thirteen interconnected dashboards in a tabbed modal or download datasets. For >1M records (up to 2TB), use the server-side Python script.

Student Demographics (min 1000, max 1M)

Academic Performance (min 800, max 1M)

Attendance & Engagement (min 1000, max 500K)

Behavioral Indicators (min 500, max 100K)

Course & Curriculum Metrics (min 1000, max 500K)

Instructor Performance (min 1000, max 500K)

Career Readiness / Outcomes (min 500, max 100K)

System / Platform Usage (min 500, max 100K)

Learning Analytics & Personalization (min 500, max 100K)

Institutional & Operational Metrics (min 500, max 100K)

Community & Social Impact (min 500, max 100K)

Innovation & Research Metrics (min 500, max 100K)

Financial & Enrollment Metrics (min 500, max 100K)

Customize Dataset Size

Data Quality Metrics

Download Status

Education / EdTech Sector Dashboards

Age Distribution

Gender Breakdown

Avg. Grade Level

Full-time Enrollment Rate

Special Needs Student %

Technology Access Level (Avg.)

First-Generation Student Rate

Rural vs. Urban Residence Ratio

Average GPA

Avg. Test Score

Overall Pass/Fail Rate

Avg. Assignment Completion Rate

Avg. Quiz Attempt Accuracy

Learning Gap Index (Avg.)

Predictive Academic Success Score (Avg.)

Academic Recovery Rate

Average Attendance Rate (%)

Total Absences (Excused vs. Unexcused)

Avg. Platform Logins per Week

Avg. Time Spent on LMS (min/day)

Video Lessons Completed (%)

Avg. Discussion Forum Posts

Engagement Consistency Index (Avg.)

Feedback Submission Rate (%)

Total Disciplinary Incidents

Avg. Emotional Wellbeing Score

Avg. Motivation Index

Counselor Visits per Semester (Avg.)

Social-Emotional Learning (SEL) Progress (Avg.)

Behavioral Improvement Trend (Avg.)

Peer Mentorship Engagement Rate

Avg. Courses Enrolled

Course Completion Rate (%)

Avg. Drop Rate per Course (%)

Avg. Course Rating by Student

Avg. Time to Completion per Course (Days)

Avg. Learning Objective Achievement Rate (%)

Curriculum Alignment with Standards (%)

Course Dropout Risk Score (Avg.)

Avg. Course Rating (Instructor)

Avg. Student Feedback Score

Assignment Return Timeliness (Avg. Days)

Avg. Instructor Engagement Score

Improvement in Student Performance (Avg.)

Instructor Response Time to Queries (Hours)

Professional Development Hours Completed (Avg.)

Student Retention Rate by Instructor (%)

Job Placement Rate (%)

Certification Achieved Rate (%)

Avg. Salary After Graduation

Internship Participation Rate (%)

Skills Matched with Job Market (%)

Networking Event Participation Rate (%)

Time to First Job Post-Graduation (Days)

Graduate School Enrollment Rate (%)

Avg. Session Duration (Minutes)

Platform Uptime (%)

User Drop-off Rate by Module (%)

Gamification Score (Avg. Badges)

System Error Rate (%)

Content Delivery Speed (Avg. Seconds)

Personalization Feature Usage (%)

Data Privacy Incident Rate (Yearly)

Adaptive Learning Effectiveness Score (Avg.)

Predictive Dropout Risk Accuracy (%)

Personalized Content Engagement Rate (%)

Learning Path Adjustment Frequency (Avg.)

AI-Driven Recommendation Acceptance Rate (%)

Skill Gap Closure Rate (%)

Competency-Based Progression Rate (%)

Student-to-Facility Ratio

Graduation Rate by Cohort (%)

Cost per Student

Faculty Turnover Rate (%)

Technology Investment ROI (%)

Retention Rate by Program (%)