Education Hybrid Class Participation Log

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.

  • last updated 30 Jan 2026
  • by GoMask
The brief that made it

Monitor and analyze student engagement and attendance in hybrid classes

Sample rows

preview · 8 of 120 rows · all 21 columns
participation_idstringparticipation_modestringengagement_scorefloatinternet_accessbooleangrade_levelstringstudent_idstringstudent_namestringstudent_emailstringclass_idstringclass_namestringinstructor_idstringinstructor_namestringsession_datedatesession_start_timedatetimesession_end_timedatetimedevice_typestringdevice_osstringattendance_statusstringparticipation_duration_minutesfloatlocation_typestringcommentsstring
P10001in-person0.91false11S20001Olivia Carterolivia.carter21@eduhub.comC0001Biology AdvancedI0001Dr. Marissa Gordon2024-04-082024-04-08T09:00:002024-04-08T10:30:00noneblankpresent90schoolActive participant in group experiment and class discussion.
P10002remote0.82trueSophomoreS20002Lucas Nguyenlucas.nguyen23@eduhub.comC0002Contemporary LiteratureI0002Amanda Joyce2024-04-092024-04-09T13:00:002024-04-09T14:15:00laptopWindowspresent75homeJoined via video, submitted reading response online.
P10003hybrid0.71trueFreshmanS20003Mia Patelmia.patel18@eduhub.comC0003Algebra III0003Michael Chen2024-04-102024-04-10T11:00:002024-04-10T12:30:00tabletiOSexcused0schoolExcused for medical appointment, assignment submitted online.
P10004in-person0.87true10S20004Ethan Brooksethan.brooks20@eduhub.comC0004World HistoryI0004Sarah Kim2024-04-112024-04-11T10:00:002024-04-11T11:45:00laptopChromeOSpresent105schoolTook notes on Chromebook, participated in group project.
P10005remote0.94trueSeniorS20005Charlotte Davischarlotte.davis22@eduhub.comC0005Physics HonorsI0005Dr. Joshua Lee2024-04-122024-04-12T14:30:002024-04-12T16:00:00tabletAndroidpresent90homePresented project via tablet, answered peer questions.
P10006in-person0.79falseJuniorS20006Samuel Wrightsamuel.wright19@eduhub.comC0001Biology AdvancedI0001Dr. Marissa Gordon2024-04-082024-04-08T09:00:002024-04-08T10:30:00noneblanklate80schoolArrived late due to bus delay, participated in group activity.
P10007hybrid0.68true9S20007Harper Evansharper.evans16@eduhub.comC0002Contemporary LiteratureI0002Amanda Joyce2024-04-092024-04-09T13:00:002024-04-09T14:15:00laptopWindowspresent90schoolAnswered questions in class, used laptop for quiz.
P10008remote0.51false10S20008Isabella Riveraisabella.rivera17@eduhub.comC0003Algebra III0003Michael Chen2024-04-102024-04-10T11:00:002024-04-10T12:30:00desktopLinuxpresent75homeJoined session but had intermittent internet issues.

What the 120 rows show

from the 120-row sample

Hybrid (participation mode) stands out: mean engagement_score is 0.66, against 0.83 for the rest.

  • 61%internet_access = true
  • 0.80median engagement_score
  • 2location types
  • 3attendance statuses
  • 5device types
  • 6device oses
Mean engagement_score by participation_mode120 rows
00.510.83in-person43 rows0.84remote44 rows0.66hybrid33 rows
engagement_score120 rows, in bands of 0.1
02040210182734290.40.71engagement_score →

Median 0.80, from 0.45 to 0.99.

grade_level116 rows with a value · 4 left blank
  1. Senior20
  2. Sophomore18
  3. Junior18
  4. 1114
  5. Freshman14
  6. 1014
  7. 912
  8. 126
21 columns by typefrom the column list below
  • string 15
  • float 2
  • date 1
  • datetime 2
  • boolean 1

Columns

21 columns in four groups
blueprint · 21 columns
columntypedescriptionexample
Text 15 columns
participation_idstringUnique identifier for each participation log entryuniqueP10001
student_idstringUnique identifier for the studentS20001
student_namestringFull name of the studentOlivia Carter
student_emailstringEmail address of the studentmia.patel18@eduhub.com
grade_levelstringGrade or year level of the student (e.g., 10, 11, 12, Freshman, Sophomore)8 levels · optional11
class_idstringUnique identifier for the class or courseC0001
class_namestringName or title of the class or courseBiology Advanced
instructor_idstringUnique identifier for the instructoroptionalI0001
instructor_namestringFull name of the instructoroptionalDr. Marissa Gordon
participation_modestringMode of participation (e.g., in-person, remote, hybrid)in-person · remote · hybridin-person
device_typestringType of device used by the student (e.g., laptop, tablet, smartphone, desktop, none)6 valuesnone
device_osstringOperating system of the device (e.g., Windows, macOS, Android, iOS, ChromeOS, Linux, unknown)6 oses · optionalWindows
attendance_statusstringAttendance status for the session (e.g., present, absent, late, excused)present · absent · late · excusedpresent
location_typestringPhysical location of the student during participation (e.g., home, school, other)home · school · other · optionalschool
commentsstringAdditional notes or comments about the participation eventoptionalActive participant in gro…
Numbers 2 columns
engagement_scorefloatQuantitative measure of student engagement during the session (e.g., 0.0-1.0 or 0-100 scale)0 to 1 · optional0.91
participation_duration_minutesfloatTotal minutes the student participated in the session0 or more · optional90
Dates and times 3 columns
session_datedateDate of the class session2024-04-08
session_start_timedatetimeStart time of the class sessionoptional2024-04-08T09:00:00
session_end_timedatetimeEnd time of the class sessionoptional2024-04-08T10:30:00
True or false 1 column
internet_accessbooleanIndicates if the student had reliable internet access during the sessionfalse

Use it for

  • internet access61%73 of 120 rowsmean engagement score…0.83in-per…0.84remote0.66hybrid

    An education dashboard

    The internet_access rate, engagement_score by participation_mode and a breakdown of grade_level. Excel, Power BI or Tableau.

  • Why do the 33 hybrid rows have a mean engagement_score of 0.66?

    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 participations with student_id, student_name and student_email to fill a screen in front of a buyer.

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This dataset120 rows21 columns
Yours10,000 rows21 columnslocation_type: UK only

blueprint · education-hybrid-class-participation-log

Behind this dataset

Same schema. As many rows as you need.

These 120 rows came out of a blueprint — 21 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 an individual student’s participation record in a specific hybrid class session.
  • Participation status is categorized as 'in-person', 'remote', 'absent', or 'partial'.
  • Device access is tracked as 'school-issued', 'personal', or 'none'.
  • Include engagement score (0-100), calculated from activity, assignment submission, and interaction logs.
  • Class type alternates between 'lecture', 'lab', 'seminar', and 'workshop'.
Rows
Open the blueprint in Data Factory

1 credit per row. New accounts start with 25 free credits.

Exports
CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
Licence
yours to use, including commercially
API slug
education-hybrid-class-participation-log

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