Remote Team Productivity Logs

This dataset provides granular, daily productivity logs for distributed government teams, including work hours, task completion, collaboration events, and process improvement notes. It enables managers to benchmark remote work performance, identify bottlenecks, and drive digital transformation through data-driven process automation opportunities.

  • last updated 6 Jan 2026
  • by GoMask
The brief that made it

Benchmarking remote team productivity and accountability

Sample rows

preview · 8 of 80 rows · all 21 columns
log_idstringhours_workedfloatperformance_gap_flagbooleanemployee_idstringteam_idstringteam_namestringdepartmentstringdatedateemployee_namestringrolestringlocation_citystringlocation_statestringlocation_countrystringtasks_completedintegertasks_assignedintegercollaboration_eventsintegerbottlenecks_reportedintegerautomation_opportunitiesstringmanager_idstringmanager_namestringnotesstring
LOG-0001-XA1Y8.5falseEMP-1001TEAM-001Digital ServicesInformation Technology2024-06-03Sarah WilliamsProduct ManagerSeattleWAUSA4530blankMGR-101David Millerblank
LOG-0002-TQ9Z7.75trueEMP-1002TEAM-001Digital ServicesInformation Technology2024-06-03James KimFrontend DeveloperPortlandORUSA5521Automate daily UI testsMGR-101David MillerCode review delays impacted progress
LOG-0003-WK8C9.25falseEMP-1003TEAM-002Civic EngagementPublic Outreach2024-06-03Priya DesaiCommunications LeadAustinTXUSA7740blankMGR-102Alicia Gomezblank
LOG-0004-QB7H8trueEMP-1004TEAM-002Civic EngagementPublic Outreach2024-06-03Mohammed TariqGraphic DesignerDallasTXUSA6721Automate image resizingMGR-102Alicia GomezHeavy workload led to missed deadlines
LOG-0005-TR5L7falseEMP-1005TEAM-003Policy AnalyticsData & Research2024-06-03Olivia BrownData AnalystChicagoILUSA3430blankMGR-103Henry Leeblank
LOG-0006-JV2M8.25trueEMP-1006TEAM-003Policy AnalyticsData & Research2024-06-03Benjamin ClarkResearch AssistantMadisonWIUSA5531Automate data cleaningMGR-103Henry LeeManual data entry caused delays
LOG-0007-MU6N8falseEMP-1007TEAM-004Regulatory TechCompliance2024-06-03Jennifer LeeCompliance OfficerSan FranciscoCAUSA4420blankMGR-104Carl Harrisblank
LOG-0008-ND5Q7.5trueEMP-1008TEAM-004Regulatory TechCompliance2024-06-03Luis MartinezSystems AuditorLos AngelesCAUSA3512Automate audit reportingMGR-104Carl HarrisMultiple bottlenecks during audits

What the 80 rows show

from the 80-row sample
  • 29%performance_gap_flag = true
  • 8.0median hours_worked
  • 13departments
  • 15teams
  • 15team names
  • 15managers
hours_worked80 rows, in bands of 0.5
01530141023278526810hours_worked →

Median 8.0, from 6.3 to 9.8.

employee_id80 rows · top 10 of 30 values
  1. EMP-21034
  2. EMP-22314
  3. EMP-23104
  4. EMP-22454
  5. EMP-21984
  6. EMP-21774
  7. EMP-22154
  8. EMP-23564
  9. EMP-22744
  10. EMP-21344
21 columns by typefrom the column list below
  • string 14
  • integer 4
  • float 1
  • date 1
  • boolean 1

Columns

21 columns in four groups
blueprint · 21 columns
columntypedescriptionexample
Text 14 columns
log_idstringUnique identifier for each productivity log entryuniqueLOG-0001-XA1Y
team_idstringUnique identifier for the remote teamTEAM-001
team_namestringName of the remote government teamDigital Services
departmentstringDepartment or division the team belongs toInformation Technology
employee_idstringUnique identifier for the employeeEMP-1001
employee_namestringFull name of the employeeSarah Williams
rolestringEmployee's role or job title within the teamProduct Manager
location_citystringCity where the employee is working remotelyoptionalSeattle
location_statestringState or province of the employee's remote locationoptionalWA
location_countrystringCountry of the employee's remote locationoptionalUSA
automation_opportunitiesstringShort description of any process automation opportunities identified by the employeeoptionalAutomate daily UI tests
manager_idstringUnique identifier for the employee's manageroptionalMGR-101
manager_namestringFull name of the employee's manageroptionalDavid Miller
notesstringAdditional notes or comments related to productivity, collaboration, or process improvementoptionalAudit delays continue
Numbers 5 columns
hours_workedfloatTotal hours worked by the employee on the given date0 to 248.5
tasks_completedintegerNumber of tasks completed by the employee on the given date0 or more4
tasks_assignedintegerNumber of tasks assigned to the employee on the given date0 or more5
collaboration_eventsintegerNumber of collaboration events (meetings, chats, document shares) participated in by the employee0 or more3
bottlenecks_reportedintegerNumber of collaboration or process bottlenecks reported by the employee0 or more · optional0
Dates and times 1 column
datedateDate for which productivity metrics are recorded2024-06-03
True or false 1 column
performance_gap_flagbooleanIndicates if a performance gap was identified for the employee on this datefalse

Use it for

  • performance ga…29%23 of 80 rows

    A government dashboard

    The performance_gap_flag rate, hours_worked and a breakdown of employee_id. Excel, Power BI or Tableau.

  • Why do 23 of 80 rows have performance_gap_flag = true?

    A class exercise

    Hand out the rows and one question. Everyone works from the same 80 rows.

  • A software demo

    Believable logs with team_id, team_name and department to fill a screen in front of a buyer.

Not quite right?

Make it yours.

Same 21 columns, your size and your rules. See 20 rows before you pay.

Preview 20 rows free

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This dataset80 rows21 columns
Yours1,000 rows21 columnslocation_city: UK only

blueprint · remote-team-productivity-logs

Behind this dataset

Same schema. As many rows as you need.

These 80 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 one employee's daily work log
  • Productivity scored based on completed tasks, meetings, and self-reported focus hours
  • Include project type (policy, admin, outreach) and remote tool usage
  • Flag days with connectivity or security incidents
  • Attendance codes: Remote Present, Sick, PTO, Unexcused
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
remote-team-productivity-logs

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