Remote Support Staff Productivity Tracker
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.
Sample rows
preview · 8 of 52 rows · all 17 columns| staff_idstring | departmentstring | average_resolution_time_minutesfloat | rolestring | full_namestring | emailstring | datedate | tasks_assignedinteger | tasks_completedinteger | task_completion_ratefloat | system_login_timedatetime | system_logout_timedatetime | total_active_minutesinteger | helpdesk_tickets_assignedinteger | helpdesk_tickets_resolvedinteger | escalationsinteger | notesstring |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| RS001 | IT Support | 16.4 | Helpdesk Specialist | Sophia Martinez | sophia.martinez@ | 2024-06-03 | 8 | 7 | 87.5 | 2024-06-03T08:04:20 | 2024-06-03T16:09:55 | 420 | 6 | 5 | 1 | Handled a complex ticket requiring escalation. |
| RS002 | Student Services | 11.5 | Remote Support Agent | Liam Chen | liam.chen@ | 2024-06-03 | 10 | 10 | 100 | 2024-06-03T09:01:10 | 2024-06-03T17:02:20 | 445 | 4 | 4 | 0 | Excellent completion rate. |
| RS003 | IT Support | 14.2 | System Administrator | Amira Patel | amira.patel@ | 2024-06-03 | 6 | 6 | 100 | 2024-06-03T07:55:00 | 2024-06-03T15:00:30 | 390 | 5 | 5 | 0 | Resolved all assigned tickets. |
| RS004 | Faculty Support | 18.9 | Remote Support Agent | James O'Connor | james.oconnor@ | 2024-06-03 | 7 | 4 | 57.1 | 2024-06-03T08:22:05 | 2024-06-03T15:50:10 | 360 | 3 | 2 | 1 | Training recommended on new system. |
| RS005 | Student Services | 12.3 | Helpdesk Specialist | Emma Johnson | emma.johnson@ | 2024-06-03 | 12 | 11 | 91.7 | 2024-06-03T08:15:30 | 2024-06-03T16:30:00 | 420 | 7 | 7 | 0 | Quick ticket resolutions. |
| RS006 | IT Support | 22.5 | System Administrator | Mohammed El-Sayed | mohammed.elsayed@ | 2024-06-03 | 5 | 5 | 100 | 2024-06-03T08:30:00 | 2024-06-03T15:40:00 | 370 | 2 | 2 | 0 | Resolved server issue. |
| RS007 | Faculty Support | 15.7 | Remote Support Agent | Lucas Kim | lucas.kim@ | 2024-06-03 | 9 | 8 | 88.9 | 2024-06-03T09:10:00 | 2024-06-03T17:00:00 | 420 | 4 | 3 | 1 | Escalated 1 ticket to senior staff. |
| RS008 | Student Services | 10.4 | Helpdesk Specialist | Olivia King | olivia.king@ | 2024-06-03 | 10 | 10 | 100 | 2024-06-03T08:45:00 | 2024-06-03T16:20:00 | 410 | 5 | 5 | 0 | Strong performance. |
| RS009 | IT Support | 20.8 | Helpdesk Specialist | Benjamin Lee | benjamin.lee@ | 2024-06-03 | 6 | 5 | 83.3 | 2024-06-03T07:50:00 | 2024-06-03T15:20:00 | 385 | 3 | 2 | 1 | Needs support on complex issues. |
| RS010 | Faculty Support | 13.5 | Remote Support Agent | Charlotte Rivera | charlotte.rivera@ | 2024-06-03 | 8 | 6 | 75 | 2024-06-03T08:10:00 | 2024-06-03T16:15:00 | 410 | 2 | 2 | 0 | Completed all ticket tasks. |
| RS011 | IT Support | 12.9 | System Administrator | Ethan Wright | ethan.wright@ | 2024-06-03 | 7 | 7 | 100 | 2024-06-03T08:00:00 | 2024-06-03T15:45:00 | 400 | 4 | 4 | 0 | Strong technical skills. |
| RS012 | Student Services | 14.7 | Helpdesk Specialist | Isabella Torres | isabella.torres@ | 2024-06-03 | 9 | 8 | 88.9 | 2024-06-03T08:25:00 | 2024-06-03T16:00:00 | 415 | 6 | 5 | 1 | Escalated 1 complex ticket. |
| RS013 | Faculty Support | 19.1 | Remote Support Agent | William Scott | william.scott@ | 2024-06-03 | 10 | 7 | 70 | 2024-06-03T08:05:00 | 2024-06-03T16:00:00 | 420 | 5 | 3 | 2 | Multiple escalations today. |
| RS014 | Student Services | 8.7 | Helpdesk Specialist | Mia Nguyen | mia.nguyen@ | 2024-06-03 | 6 | 6 | 100 | 2024-06-03T08:00:00 | 2024-06-03T16:00:00 | 440 | 2 | 2 | 0 | Efficient ticket resolution. |
| RS015 | IT Support | 10.1 | System Administrator | Noah Harris | noah.harris@ | 2024-06-03 | 8 | 8 | 100 | 2024-06-03T09:00:00 | 2024-06-03T17:00:00 | 420 | 3 | 3 | 0 | All tasks completed. |
| RS016 | Faculty Support | 13.2 | Remote Support Agent | Ava Clark | ava.clark@ | 2024-06-03 | 7 | 7 | 100 | 2024-06-03T08:40:00 | 2024-06-03T16:20:00 | 420 | 3 | 3 | 0 | Consistent performance. |
| RS017 | Student Services | 17.6 | Helpdesk Specialist | Samuel Carter | samuel.carter@ | 2024-06-03 | 5 | 4 | 80 | 2024-06-03T09:15:00 | 2024-06-03T17:05:00 | 400 | 3 | 2 | 1 | Escalated 1 ticket for further investigation. |
| RS018 | IT Support | 23.4 | System Administrator | Emily Sanchez | emily.sanchez@ | 2024-06-03 | 7 | 6 | 85.7 | 2024-06-03T07:45:00 | 2024-06-03T15:45:00 | 420 | 4 | 3 | 1 | High resolution time due to server maintenance. |
| RS019 | Faculty Support | 9.4 | Remote Support Agent | Daniel Kim | daniel.kim@ | 2024-06-03 | 8 | 8 | 100 | 2024-06-03T08:10:00 | 2024-06-03T16:30:00 | 410 | 2 | 2 | 0 | All tickets resolved quickly. |
| RS020 | Student Services | 15.1 | Helpdesk Specialist | Grace Lee | grace.lee@ | 2024-06-03 | 11 | 9 | 81.8 | 2024-06-03T08:50:00 | 2024-06-03T16:45:00 | 385 | 6 | 5 | 1 | Escalated 1 ticket for system error. |
What the 52 rows show
from the 52-row sampleIT Support department stands out: mean average_
- 16.7median average_
resolution_ time_ minutes - 7.5median tasks_
assigned - 7median tasks_
completed - 87.5median task_
completion_ rate - 390median total_
active_ minutes - 3median helpdesk_
tickets_ assigned
Median 16.7, from 8.7 to 30.0.
- string 6
- integer 6
- float 2
- date 1
- datetime 2
Columns
17 columns in three groups| column | type | description | example |
|---|---|---|---|
| Text 6 columns | |||
staff_id | string | Unique identifier for each remote support staff memberunique | RS001 |
full_name | string | Full name of the support staff member | Sophia Martinez |
email | string | Work email address of the staff memberunique | liam.chen@ |
department | string | Department or team the staff member belongs to5 departments | IT Support |
role | string | Job title or role of the staff member | Helpdesk Specialist |
notes | string | Additional notes or comments regarding the staff member's productivity on the given dateoptional | Resolved server issue. |
| Numbers 8 columns | |||
tasks_assigned | integer | Total number of tasks assigned to the staff member on the given date0 or more | 8 |
tasks_completed | integer | Number of tasks completed by the staff member on the given date0 or more | 7 |
task_completion_rate | float | Percentage of assigned tasks completed (0-100)0 to 100 | 87.5 |
total_active_minutes | integer | Total number of minutes the staff member was active in the system on the given date0 or more | 420 |
helpdesk_tickets_assigned | integer | Number of help desk tickets assigned to the staff member on the given date0 or more | 6 |
helpdesk_tickets_resolved | integer | Number of help desk tickets resolved by the staff member on the given date0 or more | 5 |
average_resolution_time_minutes | float | Average time in minutes taken to resolve help desk tickets0 or more · optional | 16.4 |
escalations | integer | Number of help desk tickets escalated to higher support levels0 or more · optional | 1 |
| Dates and times 3 columns | |||
date | date | Date for which the productivity metrics are recorded | 2024-06-03 |
system_login_time | datetime | Timestamp when the staff member first logged into the system on the given date | 2024-06-03T08:04:20 |
system_logout_time | datetime | Timestamp when the staff member last logged out of the system on the given date | 2024-06-03T16:09:55 |
Use it for
An education dashboard
Average_
resolution_ time_ minutes by department and a breakdown of role. Excel, Power BI or Tableau. Why do the 17 IT Support rows have a mean average_
resolution_ time_ minutes of 20.4? A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
- Staffs52RS00116.4IT Suppo…RS00211.5Student …RS00314.2IT Suppo…
A software demo
Believable staffs with full_
name, email and department to fill a screen in front of a buyer.
This dataset52 rows17 columns
Yours10,000 rows17 columns
blueprint · remote-support-staff-productivity-tracker
Behind this dataset
Same schema. As many rows as you need.
These 52 rows came out of a blueprint — 17 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 staff member per week.
- Includes both quantitative (tasks completed, average response time) and qualitative (self-rated engagement) metrics.
- Anonymized staff IDs are used for privacy compliance.
- Absenteeism is tracked as a percentage of scheduled hours.
- Performance scores are automatically flagged if below 70% threshold.
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-support-staff-productivity-tracker