Volunteer Digital Workflow Logs

This dataset provides comprehensive logs of nonprofit volunteer digital workflow activities, capturing detailed information on task assignments, completion times, engagement scores, blockers, and team/project context. It enables operations managers to analyze workflow efficiency, optimize scheduling, and improve volunteer engagement for remote and hybrid teams. The flat structure supports robust reporting and bottleneck identification for continuous process improvement.

  • last updated 14 Jan 2026
  • by GoMask
The brief that made it

Optimizing volunteer scheduling and resource allocation

Sample rows

preview · 8 of 58 rows · all 25 columns
log_idstringtask_prioritystringengagement_scorefloatblocker_flagbooleanteam_idstringvolunteer_idstringvolunteer_namestringvolunteer_emailstringteam_namestringtask_idstringtask_namestringtask_typestringscheduled_start_datetimedatetimeactual_start_datetimedatetimeactual_end_datetimedatetimetask_duration_minutesintegertask_statusstringblocker_reasonstringworkflow_idstringworkflow_namestringremote_flagbooleanlocation_citystringlocation_statestringlocation_countrystringfeedback_textstring
LOG-0001medium0.89falseTEAM-AVOL-101Emily Rodriguezemily.rodriguez@email.comCommunity OutreachTASK-201Update Donor Databasedata_entry2024-06-01T10:00:00Z2024-06-01T10:05:00Z2024-06-01T11:05:00Z60completedblankWF-01Database Update SprinttrueblankblankblankAll went smoothly, no issues.
LOG-0002high0.93falseTEAM-BVOL-102Marcus Leemarcus.lee@volunteers.orgResearch GroupTASK-202Survey Analysisresearch2024-06-02T13:00:00Z2024-06-02T13:12:00Z2024-06-02T14:47:00Z95completedblankWF-02Spring Community ResearchtrueblankblankblankInteresting data, happy to help.
LOG-0003medium0.81falseblankVOL-103Sara Ahmeds.ahmed@helpnow.orgblankTASK-203Draft Newslettercontent_creation2024-06-03T09:30:00Z2024-06-03T09:33:00Z2024-06-03T11:03:00Z90completedblankWF-03Monthly NewsletterfalseBostonMAUSANeeded more resources for images.
LOG-0004low0.72falseTEAM-CVOL-104David Kimdavid.kim@nonprofit.orgAdmin SupportTASK-204Event Registrationadmin2024-06-04T16:00:00Z2024-06-04T16:07:00Z2024-06-04T16:47:00Z40completedblankWF-01Database Update Sprinttrueblankblankblankblank
LOG-0005medium0.77falseTEAM-CVOL-105Olivia Chenoliviachen@gmail.comAdmin SupportTASK-205Contacts Importdata_entry2024-06-05T11:00:00Z2024-06-05T11:10:00Z2024-06-05T12:00:00Z50completedblankWF-04Donor ManagementtrueblankblankblankNo blockers, process was clear.
LOG-0006low0.65falseblankVOL-106Ivan Petrovivan.petrov@email.comblankTASK-206Draft Social Postcontent_creation2024-06-06T14:00:00Z2024-06-06T14:03:00Z2024-06-06T14:28:00Z25completedblankWF-03Monthly NewsletterfalseTorontoONCanadablank
LOG-0007high0.91falseTEAM-AVOL-107Priya Singhpriya.singh@ngo.orgCommunity OutreachTASK-207Volunteer Outreach Callsoutreach2024-06-07T17:30:00Z2024-06-07T17:33:00Z2024-06-07T18:28:00Z55completedblankWF-05Volunteer EngagementtrueblankblankblankGreat conversations, positive responses.
LOG-0008medium0.83falseblankVOL-108Lucas Martinlucas.martin@protonmail.comblankTASK-208Research Partner Orgsresearch2024-06-08T15:00:00Z2024-06-08T15:14:00Z2024-06-08T16:19:00Z65completedblankWF-02Spring Community ResearchfalseChicagoILUSAInteresting organizations found.

What the 58 rows show

from the 58-row sample

High (task priority) stands out: 5 of its 17 rows have blocker_flag = true, against 1 of 41 for the rest.

  • 10%blocker_flag = true
  • 0.76median engagement_score
  • 4task statuses
  • 6task types
  • 11team names
  • 14workflows
Blocker flag rate by task_priorityblocker_flag = true
0%50%100%29%high5 of 170%medium0 of 267%low1 of 15
engagement_score58 rows, in bands of 0.1
0918101124121517500.51engagement_score →

Median 0.76, from 0.0 to 0.94.

team_id43 rows with a value · 15 left blank
  1. TEAM-A7
  2. T016
  3. T056
  4. T035
  5. TEAM-E4
  6. TEAM-B3
  7. TEAM-D3
  8. T063
  9. TEAM-C2
  10. T042
25 columns by typefrom the column list below
  • string 18
  • integer 1
  • float 1
  • datetime 3
  • boolean 2

Columns

25 columns in four groups
blueprint · 25 columns
columntypedescriptionexample
Text 18 columns
log_idstringUnique identifier for each workflow log entryuniqueLOG-0001
volunteer_idstringUnique identifier for the volunteerVOL-101
volunteer_namestringFull name of the volunteerEmily Rodriguez
volunteer_emailstringEmail address of the volunteers.ahmed@helpnow.org
team_idstringUnique identifier for the volunteer's team or group11 teams · optionalTEAM-A
team_namestringName of the volunteer's team or group11 names · optionalCommunity Outreach
task_idstringUnique identifier for the assigned digital taskTASK-201
task_namestringDescriptive name of the digital taskUpdate Donor Database
task_typestringType or category of the digital task (e.g., data entry, outreach, content creation)6 valuesdata_entry
task_prioritystringPriority level of the task (e.g., high, medium, low)high · medium · low · optionalmedium
task_statusstringCurrent status of the task (e.g., completed, in_progress, blocked, cancelled)completed · in_progress · blocked · cancelledcompleted
blocker_reasonstringDescription of the reason for any blocker or delayoptionalPrinter malfunction
workflow_idstringUnique identifier for the workflow or project the task belongs tooptionalWF-01
workflow_namestringName of the workflow or projectoptionalDatabase Update Sprint
location_citystringCity where the volunteer performed the task (if applicable)optionalBoston
location_statestringState or province where the volunteer performed the task (if applicable)optionalMA
location_countrystringCountry where the volunteer performed the task (if applicable)11 countries · optionalUSA
feedback_textstringOptional feedback or comments provided by the volunteer about the task or workflowoptionalCalls went well.
Numbers 2 columns
task_duration_minutesintegerTotal time spent on the task in minutes0 or more60
engagement_scorefloatQuantitative score indicating volunteer engagement for the task (0.0 - 1.0)0 to 1 · optional0.89
Dates and times 3 columns
scheduled_start_datetimedatetimeScheduled start date and time for the taskoptional2024-06-01T10:00:00Z
actual_start_datetimedatetimeActual start date and time when the volunteer began the task2024-06-01T10:05:00Z
actual_end_datetimedatetimeActual end date and time when the volunteer completed the task2024-06-01T11:05:00Z
True or false 2 columns
blocker_flagbooleanIndicates whether the task was blocked or delayedfalse
remote_flagbooleanIndicates if the volunteer performed the task remotelytrue

Use it for

  • blocker flag10%6 of 58 rowsmean engagement score…0.70high0.78medium0.64low

    A human resources dashboard

    The blocker_flag rate, engagement_score by task_priority and a breakdown of team_id. Excel, Power BI or Tableau.

  • Why do 6 of 58 rows have blocker_flag = true?

    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 logs with volunteer_id, volunteer_name and volunteer_email to fill a screen in front of a buyer.

Not quite right?

Make it yours.

Same 25 columns, your size and your rules. See 20 rows before you pay.

Preview 20 rows free

1,000 rows: $1.99 · 10,000: $12.99One-time. No subscription. All prices

This dataset58 rows25 columns
Yours1,000 rows25 columnslocation_city: UK only

blueprint · volunteer-digital-workflow-logs

Behind this dataset

Same schema. As many rows as you need.

These 58 rows came out of a blueprint — 25 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 distinct volunteer workflow session.
  • Task completion timestamps must be recorded for each session.
  • Include volunteer role, assigned tasks, and digital tool used.
  • Flag incomplete or overdue tasks automatically.
  • Capture session feedback if available.
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
volunteer-digital-workflow-logs

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