Other
21 columns
75 rows
8 formats

Volunteer Skills Matching Outcomes

This dataset provides a detailed record of volunteer-skill assignments within nonprofit organizations, capturing assignment outcomes, task completion rates, and feedback from both volunteers and organizations. It enables analysis of placement effectiveness and supports continuous improvement of volunteer matching processes for greater impact.

last updated 14 Jan 2026
by GoMask

The brief that made it

Optimize volunteer matching algorithms based on historical outcomes

Sample rows

preview · 8 of 75 rows · all 21 columns

assignment_idstring	assignment_statusstring	task_completion_ratefloat	volunteer_skillstring	volunteer_idstring	volunteer_namestring	volunteer_emailstring	opportunity_idstring	opportunity_titlestring	organization_idstring	organization_namestring	assignment_start_datedate	assignment_end_datedate	placement_successboolean	volunteer_feedback_scorefloat	organization_feedback_scorefloat	volunteer_feedback_commentsstring	organization_feedback_commentsstring	matching_methodstring	created_atdatetime	updated_atdatetime
ASSIGN-0001	completed	98.5	Graphic Design	VOL-1001	Jessica Tran	jessica.tran@volunteers.org	OPP-2001	Annual Gala Event Branding	ORG-3001	Hope Foundation	2023-02-15	2023-03-20	true	4.8	4.9	Great team and clear expectations.	Jessica delivered outstanding work ahead of schedule.	automated	2023-02-15T09:12:35	2023-03-21T16:28:02
ASSIGN-0002	completed	93	Event Planning	VOL-1002	Carlos Mendoza	c.mendoza99@charitymail.com	OPP-2002	Community Clean-Up Coordinator	ORG-3002	Green Future	2023-04-01	2023-04-29	true	4.5	4.6	Enjoyed working with local residents.	Carlos was proactive and energetic.	manual	2023-03-30T14:05:11	2023-04-30T10:22:47
ASSIGN-0003	completed	87.5	Public Speaking	VOL-1003	Aisha Patel	aisha.patel@nonprofitmail.com	OPP-2003	Youth Mentoring Sessions	ORG-3003	Youth Horizons	2023-05-08	2023-06-15	true	4	4.3	The kids were engaged and receptive.	Aisha connected well with the students.	referral	2023-05-07T11:43:28	2023-06-16T09:18:56
ASSIGN-0004	completed	96.2	Web Development	VOL-1004	Ryan Chen	ryan.chen@volunteers.org	OPP-2004	Website Redesign Project	ORG-3001	Hope Foundation	2022-12-10	2023-02-05	true	5	4.7	Loved the creative freedom.	Ryan's web skills exceeded our expectations.	automated	2022-12-09T13:22:17	2023-02-06T15:11:43
ASSIGN-0005	completed	91.7	Fundraising	VOL-1005	Emily Johnson	emily.j@charitymail.com	OPP-2005	Spring Fundraiser Organizer	ORG-3004	Shelter Connect	2023-03-12	2023-04-10	true	4.2	4.4	A rewarding experience.	Emily helped us surpass our fundraising goal.	manual	2023-03-11T10:35:01	2023-04-11T17:09:29
ASSIGN-0006	completed	100	Photography	VOL-1006	Mohammed Alvi	malvi@nonprofitmail.com	OPP-2006	Event Photographer	ORG-3002	Green Future	2023-07-15	2023-07-16	true	4.9	5	Staff was super friendly.	Mohammed's photos captured our mission perfectly.	referral	2023-07-13T08:14:05	2023-07-17T12:31:47
ASSIGN-0007	completed	97.8	Translation	VOL-1007	Sofia Romero	sofia.romero@volunteers.org	OPP-2007	Bilingual Support for Workshop	ORG-3005	NextGen Literacy	2023-05-20	2023-05-24	true	4.6	4.8	Enjoyed meeting new people.	Sofia bridged language gaps wonderfully.	manual	2023-05-19T15:35:33	2023-05-25T10:02:19
ASSIGN-0008	completed	92.4	Social Media	VOL-1008	Kevin Wu	kevin.wu@charitymail.com	OPP-2008	Social Media Campaign Assistant	ORG-3003	Youth Horizons	2023-06-18	2023-07-02	true	4.3	4.1	Learned a lot about online advocacy.	Kevin's posts increased our engagement.	automated	2023-06-17T09:41:20	2023-07-03T16:28:01
ASSIGN-0009	active	54	Tutoring	VOL-1009	Priya Singh	priya.singh@volunteers.org	OPP-2009	Math Tutoring for Teens	ORG-3005	NextGen Literacy	2023-09-05	2023-11-30	blank	blank	blank	blank	blank	referral	2023-09-04T10:12:45	2023-11-01T13:00:01
ASSIGN-0010	active	28	Mentoring	VOL-1010	Samuel Okafor	samuel.okafor@nonprofitmail.com	OPP-2010	Career Guidance Counselor	ORG-3002	Green Future	2023-10-01	blank	blank	blank	blank	blank	blank	manual	2023-09-28T13:46:23	2023-10-15T15:47:29
ASSIGN-0011	completed	100	Data Entry	VOL-1011	Linda Park	linda.park@volunteers.org	OPP-2011	Donor Database Update	ORG-3004	Shelter Connect	2023-07-10	2023-07-14	true	5	4.8	Tasks were well organized.	Linda was efficient and detail-oriented.	automated	2023-07-09T08:45:31	2023-07-15T09:11:12
ASSIGN-0012	completed	89.5	Accounting	VOL-1012	Michael Brown	michael.brown@charitymail.com	OPP-2012	Quarterly Financial Review	ORG-3001	Hope Foundation	2023-08-01	2023-08-31	true	4.4	4.2	Staff was supportive.	Michael provided valuable insights.	manual	2023-07-30T17:01:44	2023-09-01T12:05:07
ASSIGN-0013	completed	94.1	Content Writing	VOL-1013	Tanya Lee	tanya.lee@volunteers.org	OPP-2013	Newsletter Editor	ORG-3003	Youth Horizons	2023-04-20	2023-05-05	true	4.7	4.9	Enjoyed writing for a good cause.	Tanya's articles were engaging and informative.	referral	2023-04-19T14:31:22	2023-05-06T16:02:54
ASSIGN-0014	completed	88	IT Support	VOL-1014	David Miller	david.miller@nonprofitmail.com	OPP-2014	Office Technology Upgrade	ORG-3004	Shelter Connect	2023-01-15	2023-02-20	true	4	4.2	Project ran smoothly.	David solved all our tech problems.	other	2023-01-14T10:02:23	2023-02-21T13:24:39
ASSIGN-0015	completed	80.5	Legal Consulting	VOL-1015	Leah Goldstein	leah.goldstein@volunteers.org	OPP-2015	Policy Review Session	ORG-3001	Hope Foundation	2023-03-05	2023-03-19	true	3.9	4.1	Some documents were challenging.	Leah's input was invaluable.	manual	2023-03-04T12:53:42	2023-03-20T09:43:31
ASSIGN-0016	completed	85.2	Marketing	VOL-1016	Nate Rivera	n.rivera@charitymail.com	OPP-2016	Fall Outreach Campaign Leader	ORG-3005	NextGen Literacy	2023-08-10	2023-09-30	true	4.5	4.5	Lots of learning.	Nate's leadership improved our campaign.	automated	2023-08-09T16:23:09	2023-10-01T11:12:54
ASSIGN-0017	active	22	Cooking	VOL-1017	Sara Ahmed	sara.ahmed@volunteers.org	OPP-2017	Soup Kitchen Volunteer	ORG-3004	Shelter Connect	2023-11-05	blank	blank	blank	blank	blank	blank	referral	2023-11-04T09:17:08	2023-11-15T18:37:15
ASSIGN-0018	completed	84	Accounting	VOL-1012	Michael Brown	michael.brown@charitymail.com	OPP-2018	Annual Audit Assistant	ORG-3001	Hope Foundation	2023-09-02	2023-09-20	true	3.8	3.5	Audit process was intensive.	Michael was thorough and professional.	manual	2023-09-01T15:21:41	2023-09-21T09:35:11
ASSIGN-0019	completed	90	Project Management	VOL-1018	Julia Kim	julia.kim@volunteers.org	OPP-2019	New Program Rollout Coordinator	ORG-3005	NextGen Literacy	2023-05-01	2023-06-10	true	4.2	4.5	Enjoyed leading the rollout.	Julia kept the team on track.	automated	2023-04-30T11:12:55	2023-06-11T13:17:12
ASSIGN-0020	completed	89.5	Fundraising	VOL-1005	Emily Johnson	emily.j@charitymail.com	OPP-2020	Donor Engagement Volunteer	ORG-3004	Shelter Connect	2022-11-03	2022-12-05	true	4.1	4.3	Gained new skills.	Emily's efforts strengthened donor relations.	manual	2022-11-01T08:45:29	2022-12-06T14:23:58

What the 75 rows show

from the 75-row sample

Completed (assignment status) stands out: mean task_completion_rate is 91.1, against 41.8 for the rest.

90.0median task_completion_rate
4matching methods
14organizations
14organization names
4.5median volunteer_feedback_score
4.6median organization_feedback_score

Mean task_completion_rate by assignment_status75 rows

task_completion_rate75 rows, in bands of 10

Median 90.0, from 18.0 to 100.0.

volunteer_skill75 rows · top 10 of 26 values

Fundraising6
Web Development5
Social Media5
Mentoring5
Accounting5
Project Management5
Graphic Design4
Event Planning4
Translation4
Photography3

21 columns by typefrom the column list below

string 13
float 3
date 2
datetime 2
boolean 1

Columns

21 columns in four groups

blueprint · 21 columns
column	type	description	example
Text 13 columns
`assignment_id`	string	Unique identifier for each volunteer-skill assignment recordunique	ASSIGN-0001
`volunteer_id`	string	Unique identifier for the volunteer	VOL-1001
`volunteer_name`	string	Full name of the volunteer	Jessica Tran
`volunteer_email`	string	Contact email of the volunteer	ryan.chen@volunteers.org
`volunteer_skill`	string	Primary skill or expertise of the volunteer relevant to the assignment	Graphic Design
`opportunity_id`	string	Unique identifier for the volunteer opportunity	OPP-2001
`opportunity_title`	string	Title or name of the volunteer opportunity	Youth Mentoring Sessions
`organization_id`	string	Unique identifier for the nonprofit organization	ORG-3001
`organization_name`	string	Name of the nonprofit organization offering the opportunity	Hope Foundation
`assignment_status`	string	Current status of the assignmentpending · active · completed · cancelled · failed	completed
`volunteer_feedback_comments`	string	Optional qualitative feedback from the volunteeroptional	A rewarding experience.
`organization_feedback_comments`	string	Optional qualitative feedback from the organizationoptional	Lucas was dependable.
`matching_method`	string	Method used to match the volunteer to the opportunitymanual · automated · referral · other · optional	automated
Numbers 3 columns
`task_completion_rate`	float	Percentage of assigned tasks completed by the volunteer (0-100)0 to 100 · optional	98.5
`volunteer_feedback_score`	float	Feedback score given by the volunteer about the opportunity (1-5 scale)1 to 5 · optional	4.8
`organization_feedback_score`	float	Feedback score given by the organization about the volunteer (1-5 scale)1 to 5 · optional	4.9
Dates and times 4 columns
`assignment_start_date`	date	Date when the volunteer assignment started	2023-02-15
`assignment_end_date`	date	Date when the volunteer assignment ended or is expected to endoptional	2023-03-20
`created_at`	datetime	Timestamp when the assignment record was created	2023-02-15T09:12:35
`updated_at`	datetime	Timestamp when the assignment record was last updated	2023-03-21T16:28:02
True or false 1 column
`placement_success`	boolean	Indicates if the volunteer placement was considered successfuloptional	true

Use it for

A dashboard
Task_completion_rate by assignment_status and a breakdown of volunteer_skill. Excel, Power BI or Tableau.
Why do the 60 completed rows have a mean task_completion_rate of 91.1?
A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
Assignments75
ASSIGN-000198.5completed
ASSIGN-000293completed
ASSIGN-000387.5completed
A software demo
Believable assignments with volunteer_id, volunteer_name and volunteer_email to fill a screen in front of a buyer.

This dataset75 rows21 columns

Yours1,000 rows21 columns

blueprint · volunteer-skills-matching-outcomes

Behind this dataset

Same schema. As many rows as you need.

These 75 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 volunteer assigned to one skill-based opportunity at a time
Outcome rating based on task completion and supervisor feedback
Skill match evaluated by comparing volunteer background with opportunity requirements
Opportunities tagged by program type and urgency
Volunteer feedback required post-assignment

Rows1,000 rows10,000 rows100,000 rows1,000,000 rows

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: volunteer-skills-matching-outcomes

What should your data show?

No signup. No card.

Sample rows

What the 75 rows show

Columns

Use it for

A dashboard

A root-cause class exercise

A software demo

Make it yours.

Same schema. As many rows as you need.

More in Other

What should your data show?