Nonprofit Volunteer Shift Fulfillment
This dataset provides detailed tracking of nonprofit volunteer shift fulfillment across locations, roles, and timeframes. It enables operations managers to benchmark performance, identify staffing gaps, analyze regional trends, and optimize volunteer engagement strategies for improved service delivery.
Sample rows
preview · 8 of 100 rows · all 17 columns| shift_idstring | role_namestring | scheduled_volunteersinteger | location_statestring | location_idstring | location_namestring | location_citystring | location_postal_codestring | location_countrystring | shift_datedate | shift_start_timedatetime | shift_end_timedatetime | role_idstring | fulfilled_volunteersinteger | fulfillment_statusstring | shift_notesstring | regionstring |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SFT-0001 | Food Packer | 6 | IL | LOC-101 | Central Food Bank | Springfield | 62701 | USA | 2024-06-01 | 2024-06-01T08:00:00 | 2024-06-01T12:00:00 | ROL-201 | 6 | fulfilled | blank | Central |
| SFT-0002 | Greeter | 3 | IL | LOC-102 | Green Valley Shelter | Chicago | 60616 | USA | 2024-06-01 | 2024-06-01T13:00:00 | 2024-06-01T17:00:00 | ROL-202 | 2 | partially_fulfilled | One volunteer canceled due to illness. | North |
| SFT-0003 | Driver | 2 | IL | LOC-103 | Eastside Pantry | Aurora | 60505 | USA | 2024-06-02 | 2024-06-02T09:00:00 | 2024-06-02T13:00:00 | ROL-203 | 2 | fulfilled | blank | East |
| SFT-0004 | Cook | 4 | IL | LOC-104 | West Town Kitchen | Peoria | 61602 | USA | 2024-06-02 | 2024-06-02T14:00:00 | 2024-06-02T18:00:00 | ROL-204 | 3 | partially_fulfilled | Volunteer arrived late and missed prep. | West |
| SFT-0005 | Greeter | 5 | IL | LOC-105 | Downtown Community Center | Rockford | 61101 | USA | 2024-06-03 | 2024-06-03T10:00:00 | 2024-06-03T14:00:00 | ROL-202 | 0 | unfulfilled | Shift canceled due to weather. | North |
| SFT-0006 | Inventory Assistant | 3 | IL | LOC-101 | Central Food Bank | Springfield | 62701 | USA | 2024-06-03 | 2024-06-03T15:00:00 | 2024-06-03T19:00:00 | ROL-205 | 3 | fulfilled | blank | Central |
| SFT-0007 | Food Server | 4 | IL | LOC-102 | Green Valley Shelter | Chicago | 60616 | USA | 2024-06-04 | 2024-06-04T08:00:00 | 2024-06-04T12:00:00 | ROL-206 | 4 | fulfilled | blank | North |
| SFT-0008 | Driver | 2 | IL | LOC-103 | Eastside Pantry | Aurora | 60505 | USA | 2024-06-04 | 2024-06-04T13:00:00 | 2024-06-04T17:00:00 | ROL-203 | 1 | partially_fulfilled | One vehicle broke down. | East |
| SFT-0009 | Cook | 3 | IL | LOC-104 | West Town Kitchen | Peoria | 61602 | USA | 2024-06-05 | 2024-06-05T09:00:00 | 2024-06-05T13:00:00 | ROL-204 | 3 | fulfilled | blank | West |
| SFT-0010 | Food Packer | 7 | IL | LOC-105 | Downtown Community Center | Rockford | 61101 | USA | 2024-06-05 | 2024-06-05T14:00:00 | 2024-06-05T18:00:00 | ROL-201 | 6 | partially_fulfilled | One volunteer left early. | North |
| SFT-0011 | Greeter | 2 | IL | LOC-106 | South End Shelter | Naperville | 60540 | USA | 2024-06-06 | 2024-06-06T10:00:00 | 2024-06-06T14:00:00 | ROL-202 | 2 | fulfilled | blank | South |
| SFT-0012 | Inventory Assistant | 1 | IL | LOC-107 | Riverfront Pantry | Joliet | 60435 | USA | 2024-06-06 | 2024-06-06T15:00:00 | 2024-06-06T19:00:00 | ROL-205 | 0 | unfulfilled | No volunteer showed up. | Central |
| SFT-0013 | Food Server | 5 | IL | LOC-106 | South End Shelter | Naperville | 60540 | USA | 2024-06-07 | 2024-06-07T08:00:00 | 2024-06-07T12:00:00 | ROL-206 | 5 | fulfilled | blank | South |
| SFT-0014 | Driver | 2 | IL | LOC-107 | Riverfront Pantry | Joliet | 60435 | USA | 2024-06-07 | 2024-06-07T13:00:00 | 2024-06-07T17:00:00 | ROL-203 | 1 | partially_fulfilled | Late arrival due to traffic. | Central |
| SFT-0015 | Cook | 4 | IL | LOC-108 | Northside Kitchen | Elgin | 60120 | USA | 2024-06-08 | 2024-06-08T09:00:00 | 2024-06-08T13:00:00 | ROL-204 | 4 | fulfilled | blank | North |
| SFT-0016 | Greeter | 3 | IL | LOC-109 | Hope Center | Waukegan | 60085 | USA | 2024-06-08 | 2024-06-08T14:00:00 | 2024-06-08T18:00:00 | ROL-202 | 2 | partially_fulfilled | Short staffed due to transportation issues. | North |
| SFT-0017 | Inventory Assistant | 2 | IL | LOC-108 | Northside Kitchen | Elgin | 60120 | USA | 2024-06-09 | 2024-06-09T10:00:00 | 2024-06-09T14:00:00 | ROL-205 | 2 | fulfilled | blank | North |
| SFT-0018 | Food Server | 4 | IL | LOC-109 | Hope Center | Waukegan | 60085 | USA | 2024-06-09 | 2024-06-09T15:00:00 | 2024-06-09T19:00:00 | ROL-206 | 3 | partially_fulfilled | Volunteer absent. | North |
| SFT-0019 | Food Packer | 5 | IL | LOC-110 | Sunrise Pantry | Decatur | 62521 | USA | 2024-06-10 | 2024-06-10T08:00:00 | 2024-06-10T12:00:00 | ROL-201 | 5 | fulfilled | blank | Central |
| SFT-0020 | Driver | 2 | IL | LOC-110 | Sunrise Pantry | Decatur | 62521 | USA | 2024-06-10 | 2024-06-10T13:00:00 | 2024-06-10T17:00:00 | ROL-203 | 1 | partially_fulfilled | One volunteer had car trouble. | Central |
What the 100 rows show
from the 100-row sampleFood Packer (role name) stands out: mean scheduled_
- 3median scheduled_
volunteers - 3fulfillment statuses
- 10regions
- 11roles
- 2median fulfilled_
volunteers
Median 3, from 1 to 7.
- string 12
- integer 2
- date 1
- datetime 2
Columns
17 columns in three groups| column | type | description | example |
|---|---|---|---|
| Text 12 columns | |||
shift_id | string | Unique identifier for each scheduled volunteer shift.unique | SFT-0001 |
location_id | string | Unique identifier for the location where the shift is scheduled. | LOC-101 |
location_name | string | Name of the location (e.g., food bank branch, shelter name). | Central Food Bank |
location_city | string | City where the location is situated. | Springfield |
location_state | string | State or province where the location is situated. | IL |
location_postal_code | string | Postal or ZIP code for the location.optional | 62701 |
location_country | string | Country where the location is situated. | USA |
role_id | string | Unique identifier for the volunteer role required for the shift.11 roles | ROL-201 |
role_name | string | Name of the volunteer role (e.g., greeter, food packer, driver).7 names | Food Packer |
fulfillment_status | string | Status indicating if the shift was fully, partially, or not fulfilled.fulfilled · partially_fulfilled · unfulfilled | fulfilled |
shift_notes | string | Optional notes about the shift, such as reasons for unfulfillment or operational issues.optional | One vehicle broke down. |
region | string | Region or operational area for grouping locations (e.g., North, South, Central).10 regions · optional | Central |
| Numbers 2 columns | |||
scheduled_volunteers | integer | Number of volunteers scheduled for the shift and role.0 or more | 6 |
fulfilled_volunteers | integer | Number of volunteers who actually fulfilled the shift and role.0 or more | 6 |
| Dates and times 3 columns | |||
shift_date | date | Date when the volunteer shift is scheduled. | 2024-06-01 |
shift_start_time | datetime | Start date and time of the scheduled shift. | 2024-06-01T08:00:00 |
shift_end_time | datetime | End date and time of the scheduled shift. | 2024-06-01T12:00:00 |
Use it for
A dashboard
Scheduled_
volunteers by role_ name and a breakdown of location_ state. Excel, Power BI or Tableau. Why do the 18 Food Packer rows have a mean scheduled_
volunteers of 5.4? A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
- Shifts100SFT-00016Food Pac…SFT-00023GreeterSFT-00032Driver
A software demo
Believable shifts with location_
id, location_ name and location_ city to fill a screen in front of a buyer.
This dataset100 rows17 columns
Yours1,000 rows17 columnslocation_id: UK only
blueprint · nonprofit-volunteer-shift-fulfillment
Behind this dataset
Same schema. As many rows as you need.
These 100 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 a single scheduled volunteer shift.
- Shift must be assigned a specific location and role.
- Fulfillment status is one of: Completed, No Show, Cancelled, Pending.
- Scheduled date and shift duration must be valid future or past dates.
- Optional notes field for exceptional shift events (e.g., substitute, emergency).
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
- nonprofit-volunteer-shift-fulfillment