Remote Teacher Engagement Tracker
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.
Sample rows
preview · 8 of 60 rows · all 21 columns| teacher_idstring | intervention_typestring | student_engagement_scorefloat | technology_issues_reportedboolean | departmentstring | teacher_namestring | emailstring | school_idstring | school_namestring | session_idstring | session_datedate | session_start_timedatetime | session_end_timedatetime | scheduled_duration_minutesinteger | actual_duration_minutesinteger | attendance_countinteger | teacher_engagement_scorefloat | session_feedback_ratingfloat | feedback_commentsstring | intervention_flagboolean | recordedboolean |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TCHR001 | none | 89.2 | false | Mathematics | Emily Carter | emily.carter@ | SCHL01 | Oakridge Academy | SESS10001 | 2024-02-14 | 2024-02-14T09:00:00 | 2024-02-14T10:00:00 | 60 | 62 | 25 | 92.8 | 4.7 | Great interactive session with clear explanations. | false | true |
| TCHR002 | none | 83.4 | true | Science | Sanjay Patel | sanjay.patel@ | SCHL02 | Green Valley School | SESS10002 | 2024-03-03 | 2024-03-03T08:30:00 | 2024-03-03T09:30:00 | 60 | 59 | 18 | 87.3 | 4.4 | Detailed slides, but a minor tech glitch at the start. | false | false |
| TCHR003 | none | 94.5 | false | English | Rachel Kim | rachel.kim@ | SCHL03 | Sunnydale High | SESS10003 | 2024-02-21 | 2024-02-21T11:00:00 | 2024-02-21T12:15:00 | 60 | 75 | 30 | 95 | 5 | Outstanding session, very engaging. | false | true |
| TCHR004 | coaching | 72 | false | History | Michael Lopez | michael.lopez@ | SCHL01 | Oakridge Academy | SESS10004 | 2024-02-22 | 2024-02-22T14:00:00 | 2024-02-22T15:05:00 | 60 | 65 | 20 | 78.5 | 3.9 | Could use more student activities. | true | false |
| TCHR005 | none | 80.3 | false | Art | Linda Huang | linda.huang@ | SCHL04 | Lakeside School | SESS10005 | 2024-03-10 | 2024-03-10T10:15:00 | 2024-03-10T11:15:00 | 60 | 60 | 12 | 82.1 | 4.1 | Fun exercises, all materials provided. | false | true |
| TCHR006 | none | 78.9 | false | Physics | David Okoye | d.okoye@ | SCHL05 | Mountainview College | SESS10006 | 2024-01-30 | 2024-01-30T13:00:00 | 2024-01-30T14:10:00 | 60 | 70 | 16 | 86.7 | 4 | Teacher clarified complex concepts well. | false | false |
| TCHR007 | technical support | 79.5 | true | Chemistry | Fatima El-Sayed | fatima.elsayed@ | SCHL02 | Green Valley School | SESS10007 | 2024-02-09 | 2024-02-09T12:30:00 | 2024-02-09T13:40:00 | 60 | 70 | 19 | 84 | 4.2 | Good pace, some minor technical trouble. | true | true |
| TCHR008 | none | 87.6 | false | Physical Education | Jason Miller | j.miller@ | SCHL03 | Sunnydale High | SESS10008 | 2024-03-04 | 2024-03-04T07:45:00 | 2024-03-04T08:40:00 | 45 | 55 | 23 | 91.4 | 4.6 | Energetic session, well organized. | false | false |
| TCHR009 | none | 81.1 | false | Biology | Olivia Brown | olivia.brown@ | SCHL01 | Oakridge Academy | SESS10009 | 2024-02-26 | 2024-02-26T15:30:00 | 2024-02-26T16:30:00 | 60 | 62 | 15 | 80.2 | 4 | Session ran smoothly, good content. | false | true |
| TCHR010 | none | 73.6 | false | Music | Miguel Santos | miguel.santos@ | SCHL04 | Lakeside School | SESS10010 | 2024-03-11 | 2024-03-11T11:30:00 | 2024-03-11T12:30:00 | 60 | 60 | 10 | 77.8 | 3.7 | Nice instruction, but some students not participating. | false | false |
| TCHR011 | none | 90.8 | false | English | Priya Singh | priya.singh@ | SCHL02 | Green Valley School | SESS10011 | 2024-02-18 | 2024-02-18T13:15:00 | 2024-02-18T14:15:00 | 60 | 60 | 22 | 93.5 | 4.8 | Very engaging, lots of student discussion. | false | true |
| TCHR012 | none | 87.2 | false | Mathematics | Noah Kim | noah.kim@ | SCHL05 | Mountainview College | SESS10012 | 2024-03-01 | 2024-03-01T08:00:00 | 2024-03-01T08:55:00 | 60 | 55 | 17 | 88 | 4.3 | Session finished early, but covered all topics. | false | false |
| TCHR013 | none | 82.3 | true | Physics | Anna Ivanova | anna.ivanova@ | SCHL01 | Oakridge Academy | SESS10013 | 2024-02-17 | 2024-02-17T10:30:00 | 2024-02-17T11:35:00 | 60 | 65 | 20 | 85.5 | 4 | Some audio issues, but teacher adapted well. | false | true |
| TCHR014 | none | 78.7 | false | History | Jamal Carter | jamal.carter@ | SCHL04 | Lakeside School | SESS10014 | 2024-03-15 | 2024-03-15T15:00:00 | 2024-03-15T16:00:00 | 60 | 60 | 11 | 81 | 4 | Interesting historical perspectives. | false | false |
| TCHR015 | none | 85.2 | false | Biology | Chloe Nguyen | chloe.nguyen@ | SCHL02 | Green Valley School | SESS10015 | 2024-02-24 | 2024-02-24T09:30:00 | 2024-02-24T10:30:00 | 60 | 62 | 13 | 88.7 | 4.5 | Good explanations, interactive quiz. | false | true |
| TCHR016 | technical support | 77.1 | true | Music | Hannah Lee | hannah.lee@ | SCHL03 | Sunnydale High | SESS10016 | 2024-03-18 | 2024-03-18T14:00:00 | 2024-03-18T15:05:00 | 60 | 65 | 14 | 79.5 | 3.8 | Some technical problems with sound. | true | false |
| TCHR017 | none | 80.2 | false | Chemistry | Omar Hassan | omar.hassan@ | SCHL05 | Mountainview College | SESS10017 | 2024-01-31 | 2024-01-31T13:30:00 | 2024-01-31T14:35:00 | 60 | 65 | 15 | 83 | 4.1 | Teacher answered all questions. | false | true |
| TCHR018 | none | 81.5 | false | Art | Zara Smith | zara.smith@ | SCHL01 | Oakridge Academy | SESS10018 | 2024-02-28 | 2024-02-28T11:30:00 | 2024-02-28T12:30:00 | 60 | 62 | 16 | 84.3 | 4.2 | Creative class, students were active. | false | false |
| TCHR019 | technical support | 70.2 | true | Mathematics | Lucas Green | lucas.green@ | SCHL04 | Lakeside School | SESS10019 | 2024-03-12 | 2024-03-12T10:00:00 | 2024-03-12T11:05:00 | 60 | 65 | 9 | 75.6 | 3.5 | Students had trouble connecting at start. | true | true |
| TCHR020 | none | 86.7 | false | History | Elena Rossi | elena.rossi@ | SCHL03 | Sunnydale High | SESS10020 | 2024-02-19 | 2024-02-19T08:00:00 | 2024-02-19T09:00:00 | 60 | 60 | 21 | 88.2 | 4.6 | Excellent, good use of visuals. | false | false |
What the 60 rows show
from the 60-row sampleNone (intervention type) stands out: mean student_
- 13%technology_
issues_ reported = true - 80.3median student_
engagement_ score - 14schools
- 14school names
- 52median scheduled_
duration_ minutes - 54.5median actual_
duration_ minutes
Median 80.3, from 68.7 to 94.5.
- string 9
- integer 3
- float 3
- date 1
- datetime 2
- boolean 3
Columns
21 columns in four groups| column | type | description | example |
|---|---|---|---|
| Text 9 columns | |||
teacher_id | string | Unique identifier for each teacher.unique | TCHR001 |
teacher_name | string | Full name of the teacher. | Emily Carter |
email | string | Teacher's email address.unique | rachel.kim@ |
school_id | string | Unique identifier for the school or institution. | SCHL01 |
school_name | string | Name of the school or institution. | Oakridge Academy |
department | string | Department or subject area the teacher belongs to.optional | Mathematics |
session_id | string | Unique identifier for each online teaching session.unique | SESS10001 |
feedback_comments | string | Optional qualitative feedback or comments from students or observers.optional | Session was well paced. |
intervention_type | string | Type of intervention or support provided (if any).coaching · technical support · peer observation · none · optional | none |
| Numbers 6 columns | |||
scheduled_duration_minutes | integer | Planned duration of the session in minutes.1 or more | 60 |
actual_duration_minutes | integer | Actual duration of the session in minutes.0 or more | 62 |
attendance_count | integer | Number of students who attended the session.0 or more | 25 |
teacher_engagement_score | float | Quantitative score representing teacher engagement (e.g., 0-1 or 0-100).0 to 100 | 92.8 |
student_engagement_score | float | Average student engagement score for the session (e.g., 0-1 or 0-100).0 to 100 · optional | 89.2 |
session_feedback_rating | float | Average feedback rating for the session (e.g., 1-5 stars).1 to 5 · optional | 4.7 |
| Dates and times 3 columns | |||
session_date | date | Date of the online teaching session. | 2024-02-14 |
session_start_time | datetime | Start time of the session. | 2024-02-14T09:00:00 |
session_end_time | datetime | End time of the session. | 2024-02-14T10:00:00 |
| True or false 3 columns | |||
technology_issues_reported | boolean | Indicates if any technology issues were reported during the session.optional | false |
intervention_flag | boolean | Indicates if the session triggered a support or intervention action.optional | false |
recorded | boolean | Indicates if the session was recorded.optional | true |
Use it for
An education dashboard
The technology_
issues_ reported rate, student_ engagement_ score by intervention_ type and a breakdown of department. Excel, Power BI or Tableau. Why do the 50 none rows have a mean student_
engagement_ score of 82.0? A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
- Teachers60TCHR00189.2noneTCHR00283.4noneTCHR00779.5technica…
A software demo
Believable teachers with teacher_
name, email and school_ id to fill a screen in front of a buyer.
This dataset60 rows21 columns
Yours10,000 rows21 columns
blueprint · remote-teacher-engagement-tracker
Behind this dataset
Same schema. As many rows as you need.
These 60 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 record represents one teacher per week.
- Engagement scores are based on attendance, interaction, and feedback metrics.
- Low engagement triggers an intervention flag.
- Teaching hours must exceed 10 per week to count as 'active'.
- Feedback rating below 3 requires follow-up.
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
- remote-teacher-engagement-tracker