Nonprofit Logistics Resource Utilization

This dataset provides detailed tracking of resource allocation, delivery, and usage across nonprofit projects, including timing, quantities, and grant reporting references. It enables managers to identify supply chain inefficiencies, ensure equitable distribution, and streamline logistics reporting for grant compliance and operational improvement.

  • last updated 22 Dec 2025
  • by GoMask
The brief that made it

Optimizing nonprofit supply chain operations and resource allocation

Sample rows

preview · 8 of 85 rows · all 23 columns
resource_allocation_idstringresource_typestringactual_usage_quantityfloatdelivered_bystringproject_idstringproject_namestringresource_idstringresource_descriptionstringquantity_allocatedfloatunit_of_measurestringallocation_datedatedelivery_datedatedelivery_statusstringusage_datedateusage_notesstringallocated_bystringproject_location_street_addressstringproject_location_citystringproject_location_statestringproject_location_postal_codestringproject_location_countrystringgrant_idstringgrant_reporting_referencestring
RA-10001food1150vendor_foodfastPR-001Community Food Bank ExpansionRS-101Canned vegetables, 400g cans1200units2023-02-122023-02-15delivered2023-03-01High demand, nearly all used in first weekstaff_jlee123 Elm St.SpringfieldIL62704USAGRT-17FB-EXP2023-FEB
RA-10002medical_supplies58staff_snguyenPR-002Mobile Health OutreachRS-201Disposable gloves, latex-free, box of 10060boxes2023-01-202023-01-22delivered2023-02-03Used for two week-long clinicsstaff_mroberts45 Wellness Ave.DaytonOH45402USAGRT-12MH-OUT2023-JAN
RA-10003clothing200vendor_warmcoPR-003Winter Shelter InitiativeRS-301Thermal blankets, adult size220units2022-12-102022-12-14delivered2023-01-05Blankets distributed at two emergency sheltersstaff_cwilliams78 Frost Ln.MinneapolisMN55401USAGRT-20WS-INIT2022-DEC
RA-10004food395vendor_grainsupplyPR-004School Nutrition ProgramRS-102Rice, 5kg bags400kg2023-03-052023-03-06delivered2023-03-20Used in school lunch servicestaff_amartinez555 Unity Dr.AtlantaGA30310USAGRT-22SNP-2023-MAR
RA-10005equipment34vendor_puresourcePR-005Disaster Relief DeploymentRS-401Water purification kits35units2023-04-122023-04-15delivered2023-04-20All kits deployed to field locationsstaff_rpatel99 Riverfront Blvd.New OrleansLA70130USAGRT-16DRD-APR2023
RA-10006medical_supplies85vendor_healthplusPR-006Child Wellness CampsRS-202Children’s fever medication, 100ml bottles90bottles2023-05-102023-05-12delivered2023-05-20Used across three campsstaff_tsmith12 Oakridge Rd.Cedar RapidsIA52404USAGRT-19CW-CAMP2023-MAY
RA-10007food470vendor_foodfastPR-001Community Food Bank ExpansionRS-104Pasta, 1kg boxes500kg2023-03-122023-03-13delivered2023-03-22Distributed in family packsstaff_jlee123 Elm St.SpringfieldIL62704USAGRT-17FB-EXP2023-MAR
RA-10008food320vendor_breakfastcoPR-007Elderly Nutrition SupportRS-105Instant oatmeal, 500g packs340kg2023-04-022023-04-04delivered2023-04-18Popular with senior clientsstaff_mroberts100 Golden Years Blvd.Fort WorthTX76104USAGRT-25ENS-APR2023

What the 85 rows show

from the 85-row sample

Food (resource type) stands out: mean actual_usage_quantity is 397.7, against 104.2 for the rest.

  • 110.5median actual_usage_quantity
  • 2project location countries
  • 3delivery statuses
  • 9unit of measures
  • 120.0median quantity_allocated
Mean actual_usage_quantity by resource_type78 rows
0200400397.7food19 rows114.1medica…21 rows50.6equipm…17 rows119.8clothi…12 rows161.6other9 rows
actual_usage_quantity78 rows, in bands of 200
030605516321106001,200actual_usage_quantity →

Median 110.5, from 8 to 1,150.

delivered_by80 rows with a value · 5 left blank
  1. vendor_healthco7
  2. vendor_foodland5
  3. vendor_foodfast4
  4. vendor_healthplus4
  5. vendor_agroplus4
  6. staff_snguyen3
  7. vendor_warmco3
  8. vendor_medtech3
  9. vendor_cleanco3
  10. vendor_techstore3
23 columns by typefrom the column list below
  • string 18
  • float 2
  • date 3

Columns

23 columns in three groups
blueprint · 23 columns
columntypedescriptionexample
Text 18 columns
resource_allocation_idstringUnique identifier for each resource allocation recorduniqueRA-10001
project_idstringUnique identifier for the project receiving resourcesPR-001
project_namestringName of the project receiving resourcesMobile Health Outreach
resource_idstringUnique identifier for the resource being allocatedRS-101
resource_typestringType of resource (e.g., food, medical supplies, equipment)food · medical_supplies · equipment · clothing · otherfood
resource_descriptionstringDetailed description of the resourceoptionalRice, 5kg bags
unit_of_measurestringUnit of measure for the resource quantity (e.g., kg, liters, units)9 measuresunits
delivery_statusstringStatus of the resource delivery (e.g., pending, delivered, delayed)pending · delivered · delayed · cancelleddelivered
usage_notesstringAdditional notes or comments about resource usageoptionalUsed across three camps
allocated_bystringName or identifier of the staff member who allocated the resourceoptionalstaff_jlee
delivered_bystringName or identifier of the staff member or vendor who delivered the resourceoptionalvendor_foodfast
project_location_street_addressstringStreet address of the project locationoptional123 Elm St.
project_location_citystringCity of the project locationoptionalSpringfield
project_location_statestringState or province of the project locationoptionalIL
project_location_postal_codestringPostal code of the project locationoptional62704
project_location_countrystringCountry of the project location2 countries · optionalUSA
grant_idstringUnique identifier for the grant funding the resource allocationoptionalGRT-17
grant_reporting_referencestringReference code or notes for grant reporting purposesoptionalFB-EXP2023-FEB
Numbers 2 columns
quantity_allocatedfloatQuantity of resource allocated to the project0 or more1200
actual_usage_quantityfloatActual quantity of resource used by the project0 or more · optional1150
Dates and times 3 columns
allocation_datedateDate when the resource was allocated to the project2023-02-12
delivery_datedateDate when the resource was delivered to the project site2023-02-15
usage_datedateDate when the resource was usedoptional2023-03-01

Use it for

  • median actual …110.578 rowsmean actual usage qua…397.7food114.1medi…50.6equi…119.8clot…

    A logistics dashboard

    Actual_usage_quantity by resource_type and a breakdown of delivered_by. Excel, Power BI or Tableau.

  • Why do the 19 food rows have a mean actual_usage_quantity of 397.7?

    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 resource allocations with project_id, project_name and resource_id to fill a screen in front of a buyer.

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This dataset85 rows23 columns
Yours1,000 rows23 columnsproject_location_street_address: UK only

blueprint · nonprofit-logistics-resource-utilization

Behind this dataset

Same schema. As many rows as you need.

These 85 rows came out of a blueprint — 23 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 logistics event tied to a specific nonprofit project.
  • Resource type must be categorized as medical, educational, food, or equipment.
  • Delivery status must be recorded as on-time, delayed, or canceled.
  • Resource usage must be linked to a unique beneficiary group.
  • Funding source must be tracked for each event.
  • Duplicate resource allocation events are not permitted.
Rows
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Exports
CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
Licence
yours to use, including commercially
API slug
nonprofit-logistics-resource-utilization

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