Remote Classroom Engagement Metrics

This dataset provides detailed metrics on student engagement in remote classroom environments, including participation status, activity types, time spent, and digital interaction counts. It enables education managers and edtech developers to analyze learning behaviors, identify engagement trends, and optimize virtual teaching practices for improved outcomes.

  • last updated 13 Dec 2025
  • by GoMask
The brief that made it

Analyzing student engagement patterns across virtual classrooms

Sample rows

preview · 8 of 150 rows · all 19 columns
engagement_idstringdevice_typestringengagement_scorefloatinstructor_idstringstudent_idstringstudent_namestringclassroom_idstringclassroom_namestringinstructor_namestringsession_datedateactivity_typestringactivity_namestringactivity_start_timedatetimeactivity_end_timedatetimeparticipation_statusstringtime_spent_minutesfloatinteraction_countintegerconnection_qualitystringfeedback_textstring
ENG00001laptop92.5INS001STU001Olivia BennettCLASS0001Math 101 - Morning SessionRichard Thompson2024-04-08quizAlgebra Quiz Intro2024-04-08T09:05:002024-04-08T09:35:00attended28.514excellentGood quiz, clear instructions and fair questions.
ENG00002mobileblankINS001STU002Lucas NguyenCLASS0001Math 101 - Morning SessionRichard Thompson2024-04-08quizAlgebra Quiz Intro2024-04-08T09:05:002024-04-08T09:35:00absent00unknownblank
ENG00003tablet77.2INS002STU003Emma PatelCLASS0002Science 201 - AfternoonMiriam Steinberg2024-04-09discussionPhotosynthesis Group Chat2024-04-09T14:00:002024-04-09T14:40:00responded37.49fairI liked sharing my ideas with classmates.
ENG00004mobileblankINS002STU004Mason RiveraCLASS0002Science 201 - AfternoonMiriam Steinberg2024-04-09discussionPhotosynthesis Group Chat2024-04-09T14:00:002024-04-09T14:40:00not_responded00poorblank
ENG00005desktop85INS003STU005Sophia KimCLASS0003English Literature - Wed PMJohn Sutherland2024-04-10assignmentEssay on Shakespeare2024-04-10T15:30:002024-04-10T16:10:00submitted36.22excellentAssignment was interesting, learned a lot.
ENG00006mobileblankINS003STU006Jacob SmithCLASS0003English Literature - Wed PMJohn Sutherland2024-04-10assignmentEssay on Shakespeare2024-04-10T15:30:002024-04-10T16:10:00not_submitted1.50poorblank
ENG00007desktop95.3INS004STU007Amelia GarciaCLASS0004History - Ancient RomeNatalie Chen2024-04-11presentationRoman Empire Timeline2024-04-11T10:10:002024-04-11T10:50:00attended39.619goodReally engaging, visuals were helpful.
ENG00008tabletblankINS004STU008Aiden ClarkCLASS0004History - Ancient RomeNatalie Chen2024-04-11presentationRoman Empire Timeline2024-04-11T10:10:002024-04-11T10:50:00absent00unknownblank

What the 150 rows show

from the 150-row sample

Mobile (device type) stands out: mean engagement_score is 17.4, against 76.0 for the rest.

  • 79.9median engagement_score
  • 5connection qualities
  • 6activity types
  • 6participation statuses
  • 19.7median time_spent_minutes
  • 3median interaction_count
Mean engagement_score by device_type108 rows
05010087.3desktop31 rows86.4laptop33 rows69.3tablet24 rows17.4mobile13 rows0.0other7 rows
engagement_score108 rows, in bands of 10
02040170000112243123050100engagement_score →

Median 79.9, from 0.0 to 98.1.

instructor_id150 rows · top 10 of 36 values
  1. INS0047
  2. INS0067
  3. INS0087
  4. INS0097
  5. INS0016
  6. INS0026
  7. INS0036
  8. INS0056
  9. INS0076
  10. INS0115
19 columns by typefrom the column list below
  • string 13
  • integer 1
  • float 2
  • date 1
  • datetime 2

Columns

19 columns in three groups
blueprint · 19 columns
columntypedescriptionexample
Text 13 columns
engagement_idstringUnique identifier for each engagement recorduniqueENG00001
student_idstringUnique identifier for the studentSTU001
student_namestringFull name of the studentOlivia Bennett
classroom_idstringUnique identifier for the virtual classroom sessionCLASS0001
classroom_namestringName or title of the virtual classroom sessionScience 201 - Afternoon
instructor_idstringUnique identifier for the instructorINS001
instructor_namestringFull name of the instructorRichard Thompson
activity_typestringType of activity (e.g., quiz, poll, discussion, assignment, presentation)6 valuesquiz
activity_namestringName or title of the activityAlgebra Quiz Intro
participation_statusstringIndicates if the student participated (e.g., attended, submitted, responded)6 valuesattended
device_typestringType of device used by the student (e.g., desktop, laptop, tablet, mobile)desktop · laptop · tablet · mobile · other · optionallaptop
connection_qualitystringReported quality of the student's internet connection during the activityexcellent · good · fair · poor · unknown · optionalexcellent
feedback_textstringOptional feedback or comments provided by the student for the activityoptionalSession was informative.
Numbers 3 columns
engagement_scorefloatNumeric score representing the level of engagement for the activity (0-100)0 to 100 · optional92.5
time_spent_minutesfloatTotal time (in minutes) the student spent on the activity0 or more · optional28.5
interaction_countintegerNumber of interactions (e.g., messages sent, questions answered) during the activity0 or more · optional14
Dates and times 3 columns
session_datedateDate of the classroom session2024-04-08
activity_start_timedatetimeStart time of the activity2024-04-08T09:05:00
activity_end_timedatetimeEnd time of the activity2024-04-08T09:35:00

Use it for

  • median engagem…79.9108 rowsmean engagement score…87.3desk…86.4lapt…69.3tabl…17.4mobi…

    An education dashboard

    Engagement_score by device_type and a breakdown of instructor_id. Excel, Power BI or Tableau.

  • Why do the 13 mobile rows have a mean engagement_score of 17.4?

    A root-cause class exercise

    Hand out the rows and one question. The answer is in the data, not in the brief.

  • A software demo

    Believable engagements with student_id, student_name and classroom_id to fill a screen in front of a buyer.

Not quite right?

Make it yours.

Same 19 columns, your size and your rules. See 20 rows before you pay.

Preview 20 rows free

1,000 rows: $1.99 · 10,000: $12.99One-time. No subscription. All prices

This dataset150 rows19 columns
Yours1,000 rows19 columns

blueprint · remote-classroom-engagement-metrics

Behind this dataset

Same schema. As many rows as you need.

These 150 rows came out of a blueprint — 19 columns with generation rules behind each one. Open it in Data Factory to retune a column, add your own, wire in foreign keys, and run it at the size you actually need.

Rules it was built with
  • Each row represents one student-session interaction.
  • Engagement scores must be standardized (scale 0-100).
  • Activity type must be one of: quiz, discussion, presentation, collaborative task.
  • Session duration is logged in minutes; minimum 10 minutes per record.
  • Attendance status is binary (present/absent).
Rows
Open the blueprint in Data Factory

1 credit per row. Preview 20 rows free. Buy rows for the full run.

Exports
CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
Licence
yours to use, including commercially
API slug
remote-classroom-engagement-metrics

More in Education

Browse all
Also in EducationVirtual Classroom Attendance RecordsStudent Performance TrackingGrade RecordsAll 1,958 datasets

What should your data show?

Preview 20 rows free
No signup. No card.