Remote Farm Worker Attendance Log
This dataset records daily attendance and productivity metrics for remote farm workers across distributed agricultural sites, including check-in/out times, hours worked, tasks completed, and reasons for absence. It enables agritech startups and farm managers to monitor workforce allocation, identify absenteeism trends, and optimize labor efficiency for sustainable farm management. The dataset is ideal for operational analytics, resource planning, and sustainability reporting.
Sample rows
preview · 8 of 50 rows · all 19 columns| attendance_idstring | site_idstring | productivity_scorefloat | absentboolean | absence_reasonstring | worker_idstring | worker_namestring | site_namestring | site_location_streetstring | site_location_citystring | site_location_statestring | site_location_postal_codestring | site_location_countrystring | attendance_datedate | check_in_timedatetime | check_out_timedatetime | hours_workedfloat | tasks_completedinteger | notesstring |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ATT-00001 | SITE-01 | 87.5 | false | blank | WKR-001 | Maria Sanchez | Green Valley Farm | 123 Orchard Ave | Fresno | CA | 93725 | USA | 2024-06-01 | 2024-06-01T07:12:00 | 2024-06-01T15:32:00 | 8.3 | 7 | Excellent performance, led irrigation tasks. |
| ATT-00002 | SITE-02 | 72.4 | false | blank | WKR-002 | Samuel Lee | Oakridge Organics | 42 Maple Lane | Madison | WI | 53703 | USA | 2024-06-01 | 2024-06-01T08:05:00 | 2024-06-01T16:10:00 | 8.1 | 5 | Handled greenhouse planting. |
| ATT-00003 | SITE-03 | 81.2 | false | blank | WKR-003 | Asha Patel | Sunrise Fields | 88 Country Road | Des Moines | IA | 50317 | USA | 2024-06-01 | 2024-06-01T07:45:00 | 2024-06-01T15:50:00 | 8.1 | 6 | Completed fertilization tasks. |
| ATT-00004 | SITE-01 | 0 | true | Sick leave | WKR-004 | John Miller | Green Valley Farm | 123 Orchard Ave | Fresno | CA | 93725 | USA | 2024-06-01 | blank | blank | 0 | 0 | Notified supervisor in advance. |
| ATT-00005 | SITE-02 | 67.8 | false | blank | WKR-005 | Chloe Johnson | Oakridge Organics | 42 Maple Lane | Madison | WI | 53703 | USA | 2024-06-01 | 2024-06-01T08:22:00 | 2024-06-01T14:45:00 | 6.4 | 4 | Left early for doctor appointment. |
| ATT-00006 | SITE-03 | 74.7 | false | blank | WKR-006 | Carlos Gutierrez | Sunrise Fields | 88 Country Road | Des Moines | IA | 50317 | USA | 2024-06-01 | 2024-06-01T07:59:00 | 2024-06-01T15:55:00 | 8 | 5 | Participated in composting. |
| ATT-00007 | SITE-01 | 79.4 | false | blank | WKR-007 | Fatima Noor | Green Valley Farm | 123 Orchard Ave | Fresno | CA | 93725 | USA | 2024-06-01 | 2024-06-01T06:52:00 | 2024-06-01T14:21:00 | 7.5 | 6 | Arrived early for equipment prep. |
| ATT-00008 | SITE-02 | 91.2 | false | blank | WKR-008 | David Kim | Oakridge Organics | 42 Maple Lane | Madison | WI | 53703 | USA | 2024-06-01 | 2024-06-01T08:11:00 | 2024-06-01T16:30:00 | 8.3 | 7 | Exceptional crop monitoring. |
| ATT-00009 | SITE-03 | 0 | true | Family emergency | WKR-009 | Olivia Wang | Sunrise Fields | 88 Country Road | Des Moines | IA | 50317 | USA | 2024-06-01 | blank | blank | 0 | 0 | Called in at 6am. |
| ATT-00010 | SITE-01 | 82.1 | false | blank | WKR-010 | James O'Connor | Green Valley Farm | 123 Orchard Ave | Fresno | CA | 93725 | USA | 2024-06-01 | 2024-06-01T07:20:00 | 2024-06-01T15:35:00 | 8.3 | 6 | Assisted with harvest planning. |
| ATT-00011 | SITE-02 | 77.6 | false | blank | WKR-011 | Sofia Rossi | Oakridge Organics | 42 Maple Lane | Madison | WI | 53703 | USA | 2024-06-01 | 2024-06-01T08:00:00 | 2024-06-01T16:05:00 | 8.1 | 6 | Managed irrigation logs. |
| ATT-00012 | SITE-03 | 71.9 | false | blank | WKR-012 | Mohammed Aziz | Sunrise Fields | 88 Country Road | Des Moines | IA | 50317 | USA | 2024-06-01 | 2024-06-01T07:34:00 | 2024-06-01T15:40:00 | 8.1 | 5 | Trained new worker in composting. |
| ATT-00013 | SITE-01 | 0 | true | Transportation issue | WKR-013 | Emily Turner | Green Valley Farm | 123 Orchard Ave | Fresno | CA | 93725 | USA | 2024-06-01 | blank | blank | 0 | 0 | Bus broke down; unable to reach site. |
| ATT-00014 | SITE-02 | 75.3 | false | blank | WKR-014 | Rajiv Menon | Oakridge Organics | 42 Maple Lane | Madison | WI | 53703 | USA | 2024-06-01 | 2024-06-01T08:13:00 | 2024-06-01T16:21:00 | 8.1 | 6 | Helped with greenhouse repair. |
| ATT-00015 | SITE-03 | 80.5 | false | blank | WKR-015 | Kaitlyn Ng | Sunrise Fields | 88 Country Road | Des Moines | IA | 50317 | USA | 2024-06-01 | 2024-06-01T07:57:00 | 2024-06-01T15:50:00 | 7.9 | 6 | Maintained pest control logs. |
| ATT-00016 | SITE-01 | 94.1 | false | blank | WKR-016 | Teresa Alvarez | Green Valley Farm | 123 Orchard Ave | Fresno | CA | 93725 | USA | 2024-06-01 | 2024-06-01T07:02:00 | 2024-06-01T15:31:00 | 8.5 | 8 | Exceptional at crop sorting. |
| ATT-00017 | SITE-02 | 0 | true | Unscheduled leave | WKR-017 | William Chen | Oakridge Organics | 42 Maple Lane | Madison | WI | 53703 | USA | 2024-06-01 | blank | blank | 0 | 0 | No prior notice given. |
| ATT-00018 | SITE-03 | 89.8 | false | blank | WKR-018 | Grace Thompson | Sunrise Fields | 88 Country Road | Des Moines | IA | 50317 | USA | 2024-06-01 | 2024-06-01T08:10:00 | 2024-06-01T16:20:00 | 8.2 | 7 | Led soil testing. |
| ATT-00019 | SITE-01 | 88.3 | false | blank | WKR-019 | Miguel Torres | Green Valley Farm | 123 Orchard Ave | Fresno | CA | 93725 | USA | 2024-06-01 | 2024-06-01T07:16:00 | 2024-06-01T15:46:00 | 8.5 | 7 | Completed equipment maintenance. |
| ATT-00020 | SITE-02 | 73.6 | false | blank | WKR-020 | Linda Park | Oakridge Organics | 42 Maple Lane | Madison | WI | 53703 | USA | 2024-06-01 | 2024-06-01T08:18:00 | 2024-06-01T16:10:00 | 7.9 | 6 | Assisted with seed sorting. |
What the 50 rows show
from the 50-row sample- 20%absent = true
- 77.5median productivity_
score - 3site names
- 3site location streets
- 3site location cities
- 3site location states
Every row with productivity_
- string 12
- integer 1
- float 2
- date 1
- datetime 2
- boolean 1
Columns
19 columns in four groups| column | type | description | example |
|---|---|---|---|
| Text 12 columns | |||
attendance_id | string | Unique identifier for each attendance recordunique | ATT-00001 |
worker_id | string | Unique identifier for the farm worker | WKR-001 |
worker_name | string | Full name of the farm worker | Maria Sanchez |
site_id | string | Unique identifier for the agricultural site3 sites | SITE-01 |
site_name | string | Name of the agricultural site3 names | Green Valley Farm |
site_location_street | string | Street address of the agricultural site3 streets · optional | 123 Orchard Ave |
site_location_city | string | City where the agricultural site is located3 cities · optional | Fresno |
site_location_state | string | State or region of the agricultural site3 states · optional | CA |
site_location_postal_code | string | Postal code of the agricultural site3 codes · optional | 93725 |
site_location_country | string | Country of the agricultural siteoptional | USA |
absence_reason | string | Reason for absence if the worker was absent5 reasons · optional | Sick leave |
notes | string | Additional notes or comments about the attendance or productivityoptional | Called in at 6am. |
| Numbers 3 columns | |||
hours_worked | float | Total hours worked by the farm worker on this day0 or more · optional | 8.3 |
tasks_completed | integer | Number of assigned tasks completed by the worker0 or more · optional | 7 |
productivity_score | float | Calculated productivity score for the worker on this day (e.g., 0-100)0 to 100 · optional | 87.5 |
| Dates and times 3 columns | |||
attendance_date | date | Date of attendance record | 2024-06-01 |
check_in_time | datetime | Timestamp when the worker checked inoptional | 2024-06-01T07:12:00 |
check_out_time | datetime | Timestamp when the worker checked outoptional | 2024-06-01T15:32:00 |
| True or false 1 column | |||
absent | boolean | Indicates if the worker was absent on this day | false |
Use it for
An agriculture dashboard
The absent rate, productivity_
score by site_ id and a breakdown of absence_ reason. Excel, Power BI or Tableau. Why do 10 of 50 rows have absent = true?
A class exercise
Hand out the rows and one question. Everyone works from the same 50 rows.
- Attendances50ATT-0000187.5SITE-01ATT-000040SITE-01ATT-000090SITE-03
A software demo
Believable attendances with worker_
id, worker_ name and site_ id to fill a screen in front of a buyer.
This dataset50 rows19 columns
Yours1,000 rows19 columnssite_id: UK only
blueprint · remote-farm-worker-attendance-log
Behind this dataset
Same schema. As many rows as you need.
These 50 rows came out of a blueprint — 19 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 worker’s daily attendance record
- Includes shift type (morning/evening), hours worked, and productivity score
- Absenteeism flagged if no check-in within defined work window
- Remote check-ins validated via GPS timestamp
- Site location must be unique per worker per day
- Productivity outliers auto-flagged for review
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-farm-worker-attendance-log