Remote Teacher Engagement Metrics
This dataset provides a comprehensive view of remote teacher engagement in digital classrooms, capturing participation scores, interaction counts, session quality, and contextual details such as platform and technical issues. Designed for edtech startups and school districts, it enables benchmarking, monitoring, and targeted improvement of distributed teaching practices.
Sample rows
preview · 8 of 125 rows · all 18 columns| teacher_idstring | grade_levelstring | teacher_participation_scorefloat | technical_issues_reportedboolean | subjectstring | teacher_namestring | emailstring | school_idstring | school_namestring | session_idstring | session_datedate | session_start_timedatetime | session_end_timedatetime | num_studentsinteger | remote_interaction_countinteger | session_quality_ratingfloat | platform_usedstring | feedback_commentsstring |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| teach_brown07 | 9-12 | 96.5 | false | Mathematics | Melissa Brown | melissa.brown@ | ELMWD01 | Elmwood Academy | ELMWD01_S101 | 2023-09-05 | 2023-09-05T09:00:00 | 2023-09-05T09:55:00 | 32 | 19 | 4.8 | Zoom | Excellent engagement and smooth delivery. Students participated actively. |
| teach_singh13 | 9-12 | 89.2 | false | Physics | Arjun Singh | arjun.singh@ | GRDHS02 | Greenridge High School | GRDHS02_S114 | 2023-09-11 | 2023-09-11T13:30:00 | 2023-09-11T14:50:00 | 43 | 13 | 4.7 | Google Classroom | High energy lesson with lots of experiments. Students enjoyed the interactive format. |
| teach_lee21 | 6-8 | 71 | false | English Literature | Angela Lee | angela.lee@ | NVDIST03 | Northview District | NVDIST03_S202 | 2023-10-02 | 2023-10-02T11:15:00 | 2023-10-02T12:05:00 | 27 | 6 | 3.7 | Microsoft Teams | Students responded well to the group reading activity. |
| teach_martinez04 | 6-8 | 66.3 | false | Social Studies | Carlos Martinez | carlos.martinez@ | SUNAC04 | Sunrise Academy | SUNAC04_S033 | 2023-08-25 | 2023-08-25T10:00:00 | 2023-08-25T10:40:00 | 18 | 5 | 3.2 | Zoom | Session covered local history. Minor connection lag, but no major issues. |
| teach_kim09 | 9-12 | 92.9 | false | Biology | Jin Kim | jin.kim@ | RVSAC05 | Riverside Academy | RVSAC05_S091 | 2023-11-13 | 2023-11-13T14:00:00 | 2023-11-13T15:20:00 | 37 | 17 | 4.9 | Zoom | Lab simulation worked perfectly, students collaborated well. |
| teach_robinson17 | K-5 | 88.6 | false | Art | Stephanie Robinson | stephanie.robinson@ | MPCRK06 | Maple Creek Academy | MPCRK06_S041 | 2023-10-28 | 2023-10-28T09:30:00 | 2023-10-28T10:05:00 | 7 | 4 | 4.7 | Google Classroom | Creative art activities. Students shared their paintings virtually. |
| teach_walker23 | 9-12 | 98.1 | false | Mathematics | David Walker | david.walker@ | HSDIST07 | Hillside District | HSDIST07_S158 | 2023-12-06 | 2023-12-06T11:00:00 | 2023-12-06T11:50:00 | 54 | 21 | 5 | Zoom | Outstanding session, great participation and clarity. |
| teach_hassan15 | Other | 93.4 | false | Drama | Fatima Hassan | fatima.hassan@ | OKWDSC08 | Oakwood School | OKWDSC08_S110 | 2023-10-19 | 2023-10-19T15:30:00 | 2023-10-19T16:10:00 | 1 | 2 | 4.6 | Other | Highly personalized drama coaching, excellent outcomes. |
| teach_gonzalez19 | 9-12 | 87.5 | false | Business | Maria Gonzalez | maria.gonzalez@ | CDVHS09 | Cedar Valley High School | CDVHS09_S199 | 2023-11-21 | 2023-11-21T13:00:00 | 2023-11-21T14:15:00 | 41 | 15 | 4.4 | Microsoft Teams | Business simulation engaged the students, clear instructions. |
| teach_chen11 | 9-12 | 91 | false | Chemistry | Linda Chen | linda.chen@ | WSTAC10 | Westside Academy | WSTAC10_S089 | 2023-10-09 | 2023-10-09T16:00:00 | 2023-10-09T17:20:00 | 38 | 18 | 4.7 | Zoom | Virtual experiments went smoothly, students were attentive. |
| teach_davis20 | K-5 | 84.5 | false | Physical Education | James Davis | james.davis@ | BRKFD11 | Brookfield District | BRKFD11_S220 | 2023-09-28 | 2023-09-28T09:45:00 | 2023-09-28T10:30:00 | 11 | 2 | 4.3 | Google Classroom | Fun exercises, students were very involved. |
| teach_patel12 | Other | 97.2 | false | Music | Priya Patel | priya.patel@ | LKSDAC12 | Lakeside Academy | LKSDAC12_S112 | 2023-09-19 | 2023-09-19T10:30:00 | 2023-09-19T11:05:00 | 1 | 3 | 4.9 | Other | Personalized music lesson, student showed clear progress. |
| teach_wilson18 | 6-8 | 77.3 | false | Geography | Robert Wilson | robert.wilson@ | SVOKSC13 | Silver Oak School | SVOKSC13_S315 | 2023-12-12 | 2023-12-12T13:15:00 | 2023-12-12T14:00:00 | 25 | 8 | 3.8 | Zoom | Map activity was interesting, some students asked insightful questions. |
| teach_hernandez16 | 9-12 | 88.6 | false | Economics | Sofia Hernandez | sofia.hernandez@ | PNCRST14 | Pinecrest Academy | PNCRST14_S225 | 2023-11-17 | 2023-11-17T09:00:00 | 2023-11-17T09:50:00 | 45 | 14 | 4.5 | Google Classroom | Good use of interactive polls, students understood the concepts. |
| teach_evens08 | 9-12 | 90.2 | false | Computer Science | Chad Evens | chad.evens@ | BYSDIST15 | Bayside District | BYSDIST15_S181 | 2023-09-15 | 2023-09-15T15:30:00 | 2023-09-15T16:10:00 | 52 | 22 | 4.8 | Zoom | Coding challenge was well received, high student engagement. |
| teach_jones06 | K-5 | 82.7 | false | Foreign Language | Tanya Jones | tanya.jones@ | OKRDAC16 | Oakridge Academy | OKRDAC16_S006 | 2023-09-29 | 2023-09-29T11:10:00 | 2023-09-29T11:50:00 | 9 | 2 | 4.2 | Google Classroom | Students practiced new vocabulary, good participation. |
| teach_stephens05 | 6-8 | 75.8 | false | History | Joseph Stephens | joseph.stephens@ | RDWDAC17 | Redwood Academy | RDWDAC17_S065 | 2023-10-23 | 2023-10-23T14:45:00 | 2023-10-23T15:25:00 | 30 | 7 | 3.9 | Microsoft Teams | Interactive discussion, students engaged with primary sources. |
| teach_murphy03 | K-5 | 89.5 | false | Art | Erin Murphy | erin.murphy@ | WLGVDT18 | Willow Grove District | WLGVDT18_S300 | 2023-11-05 | 2023-11-05T09:00:00 | 2023-11-05T09:35:00 | 6 | 5 | 4.6 | Other | Students created collages, session was lively and creative. |
| teach_park10 | 9-12 | 93.8 | false | Biology | Samuel Park | samuel.park@ | LNDNAC19 | Linden Academy | LNDNAC19_S010 | 2023-12-02 | 2023-12-02T10:30:00 | 2023-12-02T11:10:00 | 39 | 16 | 4.5 | Microsoft Teams | Students completed virtual dissection exercise, session went well. |
| teach_nelson14 | 9-12 | 86.4 | false | Business | Patricia Nelson | patricia.nelson@ | SSDAC20 | Seaside Academy | SSDAC20_S114 | 2023-09-18 | 2023-09-18T13:00:00 | 2023-09-18T13:45:00 | 34 | 12 | 4.3 | Zoom | Financial literacy lesson was effective, students asked good questions. |
What the 125 rows show
from the 125-row sample6-8 (grade level) stands out: mean teacher_
- 14%technical_
issues_ reported = true - 87.9median teacher_
participation_ score - 4platform useds
- 28median num_
students - 9median remote_
interaction_ count - 4.5median session_
quality_ rating
Median 87.9, from 41.1 to 99.2.
- string 10
- integer 2
- float 2
- date 1
- datetime 2
- boolean 1
Columns
18 columns in four groups| column | type | description | example |
|---|---|---|---|
| Text 10 columns | |||
teacher_id | string | Unique identifier for each remote teacherunique | teach_brown07 |
teacher_name | string | Full name of the remote teacher | Melissa Brown |
email | string | Teacher's email addressunique | melissa.brown@ |
school_id | string | Unique identifier for the school or district | ELMWD01 |
school_name | string | Name of the school or district | Elmwood Academy |
session_id | string | Unique identifier for the digital classroom session | ELMWD01_S101 |
subject | string | Subject taught during the session | Mathematics |
grade_level | string | Grade level of students in the sessionK-5 · 6-8 · 9-12 · Other | 9-12 |
feedback_comments | string | Qualitative feedback or comments from teacher or observersoptional | Excellent engagement and … |
platform_used | string | Digital platform used for the session (e.g., Zoom, Google Classroom, Teams)Zoom · Google Classroom · Microsoft Teams · Other | Zoom |
| Numbers 4 columns | |||
num_students | integer | Number of students present in the session1 or more | 32 |
teacher_participation_score | float | Quantitative score of teacher's participation in the session (0-100)0 to 100 | 96.5 |
remote_interaction_count | integer | Number of remote interactions initiated by the teacher (e.g., polls, chats, breakout rooms)0 or more | 19 |
session_quality_rating | float | Overall quality rating of the session (0-5 scale)0 to 5 | 4.8 |
| Dates and times 3 columns | |||
session_date | date | Date of the digital classroom session | 2023-09-05 |
session_start_time | datetime | Start time of the session | 2023-09-05T09:00:00 |
session_end_time | datetime | End time of the session | 2023-09-05T09:55:00 |
| True or false 1 column | |||
technical_issues_reported | boolean | Indicates if any technical issues were reported during the session | false |
Use it for
An education dashboard
The technical_
issues_ reported rate, teacher_ participation_ score by grade_ level and a breakdown of subject. Excel, Power BI or Tableau. Why do the 37 6-8 rows have a mean teacher_
participation_ score of 62.8? A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
- Teachers125teach_brown0796.59-12teach_taylor3062.96-8teach_cooper3154.26-8
A software demo
Believable teachers with teacher_
name, email and school_ id to fill a screen in front of a buyer.
This dataset125 rows18 columns
Yours1,000 rows18 columns
blueprint · remote-teacher-engagement-metrics
Behind this dataset
Same schema. As many rows as you need.
These 125 rows came out of a blueprint — 18 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 a unique teacher-session interaction.
- Session engagement scored on a standardized 10-point rubric.
- Include teaching platform utilized (e.g., Zoom, Google Meet).
- Record session duration and percentage of student participation.
- Flag sessions with technical issues reported (Y/N).
- Aggregate monthly engagement trends by teacher department.
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-teacher-engagement-metrics