Education datasets

Student records, course data, academic performance

  • 89 ready-made datasets
  • 8 formats, Excel to Parquet
  • First download free
What the 89 cover1 square = 1 dataset
  • Campus & facilities22
  • Engagement & attendance20
  • Grades & performance13
  • Courses & enrolment12
  • EdTech platforms12
  • Teachers & staff10
Grouped by dataset title and tags.

89 datasets · page 1 of 4

Showing all 24 on this page

Engagement & attendanceTop 10 most opened

Remote Student Engagement Interaction Logs

Timestamped logs of student engagement in virtual classrooms

This dataset provides detailed, timestamped logs of student engagement in virtual classrooms, capturing every interaction type, participation level, and session attendance. With fields for device, location, and engagement scoring, it enables deep analysis of remote learning effectiveness, student behavior patterns, and instructional strategies. Ideal for ed-tech startups, researchers, and educational analysts seeking to optimize online education.

15 cols

  • student_name
  • interaction_type
  • interaction_content
  • engagement_score
  • +11
Open in factory
student_name
Olivia Chen
interaction_type
attendance
interaction_content
Session attended

Campus & facilities

Classroom Air Quality Sensor Readings

CO2, temperature, humidity, and particulate matter levels

This dataset contains granular, real-time air quality sensor readings from classrooms, including CO2, temperature, humidity, and particulate matter levels, along with contextual information about sensor status, classroom, and school location. Designed for educational and facility management use, it enables data-driven decisions for ventilation, energy efficiency, and student wellbeing. The dataset is ideal for sustainability officers, adaptive learning platforms, and researchers analyzing indoor environmental quality in schools.

18 cols

  • sensor_status
  • classroom_name
  • co2_ppm
  • temperature_celsius
  • +14
Open in factory
sensor_status
active
classroom_name
Room 101
co2_ppm
420.3

Teachers & staff

Remote Teacher Engagement Tracker

Remote teacher engagement and performance in online learning environments

This dataset tracks remote teacher engagement and performance in online learning environments, capturing session-level details, engagement metrics, feedback, and intervention actions. It enables education leaders and edtech teams to analyze teaching quality, identify support needs, and optimize virtual instruction across distributed schools. The data is ideal for trend analysis, targeted interventions, and continuous improvement of remote teaching practices.

21 cols

  • teacher_name
  • teacher_engagement_score
  • student_engagement_score
  • school_name
  • +17
Open in factory
teacher_name
Emily Carter
teacher_engagement_score
92.8
student_engagement_score
89.2

EdTech platforms

Remote Learning Device Health Log

Device health, performance, and security for student-assigned devices in remote

This dataset provides detailed logs of device health, performance, and security for student-assigned devices in remote and hybrid learning environments. It enables tracking of operational status, resource usage, downtime, and security compliance at the device, student, and school levels, supporting IT optimization and equitable access initiatives. Ideal for EdTech analytics, device lifecycle management, and educational equity research.

22 cols

  • device_type
  • device_status
  • battery_health_percent
  • os_version
  • +18
Open in factory
device_type
Chromebook
device_status
Operational
battery_health_percent
93.2

Engagement & attendance

Education Hybrid Class Participation Log

Participation records for students in hybrid learning environments

This dataset logs detailed participation records for students in hybrid learning environments, capturing attendance, engagement, device access, and session details across multiple classes. It empowers education leaders to analyze digital equity, optimize hybrid learning strategies, and monitor student engagement and technology access in real time. The data is ideal for identifying participation trends, digital divide issues, and operational improvements in digital education.

21 cols

  • class_name
  • participation_mode
  • participation_duration_minutes
  • student_name
  • +17
Open in factory
class_name
Biology Advanced
participation_mode
in-person
participation_duration_minutes
90

Campus & facilities

School Campus Sustainability Benchmarks

Energy, water, and waste metrics, green certifications

This dataset provides detailed, building-level sustainability benchmarks for school campuses, including energy, water, and waste metrics, green certifications, and compliance status. It is ideal for tracking progress toward sustainability goals, supporting regulatory reporting, and identifying opportunities for infrastructure improvements across educational facilities.

22 cols

  • campus_name
  • benchmark_year
  • building_name
  • building_type
  • +18
Open in factory
campus_name
Green Valley School
benchmark_year
2022
building_name
Main Hall

Engagement & attendance

Remote Volunteer Impact Metrics

Remote volunteer programs by tracking individual volunteer participation

This dataset provides a comprehensive view of remote volunteer programs by tracking individual volunteer participation, task completion, beneficiary reach, and both quantitative and qualitative impact metrics. It enables nonprofit managers to monitor engagement, optimize initiatives, and demonstrate measurable outcomes to stakeholders for improved program effectiveness and transparency.

23 cols

  • volunteer_name
  • task_impact_score
  • initiative_name
  • task_name
  • +19
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volunteer_name
Emily Chen
task_impact_score
91.5
initiative_name
Digital Literacy Outreach

Teachers & staff

Remote Support Staff Productivity Tracker

Task completion rates, system login/logout times

This dataset provides a comprehensive, day-by-day record of remote education support staff productivity, including task completion rates, system login/logout times, help desk ticket resolution, and escalation metrics. It enables educational administrators to monitor workforce efficiency, identify areas for improvement, and optimize resource allocation for remote and hybrid operations.

17 cols

  • department
  • role
  • tasks_assigned
  • tasks_completed
  • +13
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department
IT Support
role
Helpdesk Specialist
tasks_assigned
8

EdTech platforms

EdTech Content Delivery Reliability

End-to-end logs of digital content delivery across EdTech platforms

This dataset provides granular, end-to-end logs of digital content delivery across EdTech platforms, capturing device, network, regional, and user variables to enable deep analysis of reliability and latency. Solution architects and platform engineers can use this data to diagnose bottlenecks, monitor performance, and optimize student access to educational resources. The dataset supports advanced troubleshooting, SLA monitoring, and data-driven improvements in digital learning environments.

21 cols

  • delivery_status
  • content_type
  • content_size_mb
  • total_latency_ms
  • +17
Open in factory
delivery_status
success
content_type
video
content_size_mb
240.7

Campus & facilities

IoT Classroom Environment Monitoring

Temperature, humidity, air quality, occupancy, and more

This dataset captures real-time, granular IoT sensor readings from classrooms, including temperature, humidity, air quality, occupancy, and more, along with device health and precise location metadata. It enables analysis and optimization of educational environments for health, comfort, and energy efficiency, supporting EdTech innovation and smart building solutions.

15 cols

  • classroom_name
  • sensor_type
  • sensor_location
  • value
  • +11
Open in factory
classroom_name
Room 101
sensor_type
temperature
sensor_location
ceiling

EdTech platforms

Nonprofit Tech Training Impact Metrics

Nonprofit digital skill training programs, tracking participant progress

This dataset provides a comprehensive view of nonprofit digital skill training programs, tracking participant progress, immediate feedback, and long-term impact on organizational productivity and service delivery. It enables nonprofits to measure ROI, identify skill gaps, and optimize training strategies for maximum effectiveness.

21 cols

  • training_name
  • training_type
  • pre_training_skill_score
  • post_training_skill_score
  • +17
Open in factory
training_name
Cybersecurity Essentials
training_type
cybersecurity
pre_training_skill_score
62.5

Teachers & staff

Remote Instructor Engagement Metrics

Participation rates, interactivity actions, and feedback scores

This dataset provides granular engagement metrics for remote instructors in digital classroom sessions, including participation rates, interactivity actions, and feedback scores. It enables education providers and administrators to monitor teaching quality, identify engagement trends, and optimize remote learning operations for better outcomes.

23 cols

  • instructor_name
  • messages_sent_by_instructor
  • questions_asked_by_instructor
  • instructor_video_on_duration_minutes
  • +19
Open in factory
instructor_name
Anna Martinez
messages_sent_by_instructor
12
questions_asked_by_instructor
6

Campus & facilities

Smart Classroom Sensor Event Logs

IoT-enabled classroom sensor events, capturing environmental conditions

This dataset provides detailed logs of IoT-enabled classroom sensor events, capturing environmental conditions and student engagement metrics in digital learning spaces. It supports granular analysis of classroom comfort, energy usage, and student participation, enabling data-driven optimization of remote and hybrid educational environments. Ideal for edtech innovation, smart building management, and educational research.

14 cols

  • sensor_type
  • sensor_location
  • event_type
  • value
  • +10
Open in factory
sensor_type
temperature
sensor_location
ceiling
event_type
reading

Campus & facilities

IoT Inventory Tracking Events

Real-time records of inventory movement

This dataset provides granular, real-time records of inventory movement and anomalies in educational institutions, captured via IoT sensors. It includes detailed event, item, location, and facility information, enabling facility managers and edtech startups to analyze inventory flow, detect anomalies, and optimize supply chain efficiency for resource planning and operational improvement.

22 cols

  • inventory_item_name
  • inventory_item_category
  • event_type
  • sensor_type
  • +18
Open in factory
inventory_item_name
Dell Latitude 5410 Laptop
inventory_item_category
electronics
event_type
check-in

Engagement & attendance

Remote Learning Engagement Tracker

Day-by-day record of student engagement in remote

This dataset provides a detailed, day-by-day record of student engagement in remote and hybrid learning environments, capturing login frequency, assignment activity, participation events, and attention signals. It enables educators and edtech companies to monitor engagement trends, identify at-risk students, and evaluate the effectiveness of digital learning interventions. The data supports actionable insights for boosting student outcomes and optimizing remote education strategies.

19 cols

  • student_name
  • grade_level
  • class_name
  • login_count
  • +15
Open in factory
student_name
Maya Roberts
grade_level
7
class_name
Math Fundamentals

Campus & facilities

Hybrid Classroom Tech Utilization

Technology usage in hybrid classroom environments, detailing device

This dataset provides granular records of technology usage in hybrid classroom environments, detailing device and platform choices, session context, participant breakdowns, and incident reporting. It enables educators, IT administrators, and edtech providers to analyze trends, identify gaps, and optimize digital transformation strategies for effective learning outcomes.

21 cols

  • tech_support_contacted
  • device_type
  • device_brand
  • device_model
  • +17
Open in factory
tech_support_contacted
false
device_type
laptop
device_brand
Dell

EdTech platforms

AI Model Drift in Education

Context such as classroom type, institution, and remediation actions

This dataset provides detailed tracking of AI/ML model drift events and associated performance changes in educational software, including context such as classroom type, institution, and remediation actions. It enables edtech teams to monitor, audit, and improve predictive models for student learning outcomes in remote and hybrid classrooms, supporting transparency and continuous model improvement.

19 cols

  • model_name
  • model_version
  • drift_detected_at
  • drift_type
  • +15
Open in factory
model_name
EduPredictor
model_version
v2.3.1
drift_type
concept

Campus & facilities

School Supplies Procurement Delay Tracking

School supply procurement orders, tracking delivery timelines, delays

This dataset provides detailed records of school supply procurement orders, tracking delivery timelines, delays, vendor performance, and order statuses across multiple schools and vendors. It enables education administrators to identify supply chain bottlenecks, optimize vendor selection, and ensure timely classroom readiness by analyzing procurement delays and their causes.

24 cols

  • school_name
  • school_district
  • delay_days
  • delay_reason
  • +20
Open in factory
school_name
Lincoln Middle School
school_district
Northside District
delay_days
0

Engagement & attendance

Remote STEM Lab Usage Logs

Session timing, equipment used, collaboration metrics, error tracking

This dataset provides detailed, session-level logs of remote student interactions with STEM lab equipment, including session timing, equipment used, collaboration metrics, error tracking, and feedback. It enables EdTech platforms and educators to analyze operational efficiency, student engagement, and collaborative learning outcomes in distributed or hybrid STEM environments.

19 cols

  • lab_equipment_type
  • remote_access_method
  • student_name
  • session_start
  • +15
Open in factory
lab_equipment_type
microscope
remote_access_method
web
student_name
Lila Chen

Campus & facilities

Hybrid Classroom IoT Sensor Metrics

Environmental readings, occupancy counts, and device health indicators

This dataset provides granular IoT sensor metrics from hybrid learning classrooms, including environmental readings, occupancy counts, and device health indicators. It enables edtech researchers and administrators to analyze the impact of room conditions on learning outcomes, monitor technology uptime, and identify maintenance needs for smart classroom devices. The rich contextual data supports optimization of blended education environments and proactive facility management.

16 cols

  • sensor_type
  • sensor_location
  • is_hybrid_classroom
  • metric_value
  • +12
Open in factory
sensor_type
temperature
sensor_location
ceiling
is_hybrid_classroom
true

Campus & facilities

Remote Classroom Integrity Incident Logs

Academic integrity incidents in remote online courses, detailing student

This dataset logs academic integrity incidents in remote online courses, detailing student, course, assessment, and violation specifics. It supports EdTech developers and educational managers in analyzing risk patterns, refining assessment protocols, and ensuring compliance in digital learning environments. Rich contextual fields enable predictive modeling and targeted interventions.

25 cols

  • incident_datetime
  • incident_type
  • incident_severity
  • previous_incident_count
  • +21
Open in factory
incident_type
plagiarism
incident_severity
medium
previous_incident_count
0

Engagement & attendance

Online Course Engagement Metrics

Activity streaks, assignment completion rates, session counts

This dataset provides detailed engagement metrics for students enrolled in online courses, including activity streaks, assignment completion rates, session counts, and time spent. It enables EdTech organizations to analyze learner behaviors, identify engagement trends, and optimize course content for improved remote learning outcomes.

15 cols

  • total_sessions
  • current_activity_streak
  • longest_activity_streak
  • assignments_completed
  • +11
Open in factory
total_sessions
58
current_activity_streak
12
longest_activity_streak
18

Engagement & attendance

Adaptive Learning Engagement Logs

Student interactions with adaptive learning modules

This dataset provides granular logs of student interactions with adaptive learning modules, capturing session timing, content difficulty, engagement metrics, and behavioral patterns. It enables detailed analysis of module effectiveness, supports personalized instruction, and helps identify trends in student engagement for continuous instructional improvement.

17 cols

  • engagement_score
  • session_start_time
  • session_end_time
  • session_duration_seconds
  • +13
Open in factory
engagement_score
0.81
session_duration_seconds
2100
content_difficulty_level
2

Campus & facilities

School Bus Incident IoT Log

Event type, location, severity, and contextual information such as bus

This dataset provides comprehensive, real-time logs of school bus incidents detected by edge IoT sensors, including event type, location, severity, and contextual information such as bus, route, and driver. It enables K-12 transportation teams to monitor fleet safety, ensure compliance, and respond rapidly to critical events, supporting data-driven improvements in student transportation operations.

19 cols

  • event_type
  • event_severity
  • latitude
  • longitude
  • +15
Open in factory
event_type
door_open
event_severity
info
latitude
42.3721

What’s inside. Column by column.

Columns and codes found in the sample rows of all 89 education datasets.

Most common columnsDatasets, of 89
  1. student_id42
  2. school_id24
  3. course_id22
  4. device_type22
  5. school_name18
  6. engagement_score17
  7. instructor_id17
  8. session_id17
  9. student_name17
A person from the Donor Engagement Metrics Nonprofits datasetGenerated
donor_first_name
Emily
donor_last_name
Nguyen
donor_city
New York

Generated

Standard codes in the sample rowsDatasets, of 89
  1. ISO 3166 countries29

Not quite what you need? Describe it.

One sentence in. A dataset with that pattern out.

  • Under 80% attendance: −15 points
  • Real GCSE subjects
  • 3% missing marks
Preview 20 rows freeNo signup. No card.
Average mark by attendance
05010052<80%16480–90%6890–95%7195%+
Sample rows for: Grades for 1,200 students, where those attending under 80% of classes score 15 points lower, with real GCSE subjects and 3% of marks missing.
attendance_pctsubjectmarkstudent_id
74Mathematics49S1042
96English Language72S1043
78Biology—S1044
91History66S1045

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