Nonprofit Supply Chain Impact Metrics

This dataset provides a detailed, structured record of nonprofit supply chain deliveries, including resource types, quantities, vendor performance, delivery status, bottleneck tracking, and beneficiary impact metrics. It enables managers and analysts to identify operational inefficiencies, evaluate vendor effectiveness, and measure the real-world impact of resource distribution to optimize mission outcomes.

  • last updated 13 Dec 2025
  • by GoMask
The brief that made it

Identifying supply chain bottlenecks and optimizing resource delivery

Sample rows

preview · 8 of 68 rows · all 23 columns
shipment_idstringresource_unitstringresource_quantityfloatbottleneck_flagbooleanimpact_metric_typestringresource_typestringdelivery_datedatevendor_idstringvendor_namestringvendor_ratingfloatbeneficiary_idstringbeneficiary_namestringbeneficiary_typestringbeneficiary_street_addressstringbeneficiary_citystringbeneficiary_statestringbeneficiary_postal_codestringbeneficiary_countrystringdelivery_statusstringdelivery_lead_time_daysfloatbottleneck_reasonstringimpact_metricfloatnotesstring
SHIP-001kg1200.5falsepeople_servedfood2024-03-01VEND-1001GlobalPro Supplies4.7BEN-2101Hope Community Centercommunity center12 Oak StChicagoIL60622USAcompleted3.2blank450Well-received, additional support requested.
SHIP-002units320falsetreatments_deliveredmedical supplies2024-03-03VEND-1002MedEquip Partners4.2BEN-2112Starlight Clinicclinic540 Main AveDallasTX75205USAcompleted2.8blank175Shipment arrived in good condition.
SHIP-003units600falsestudents_servededucational materials2024-03-04VEND-1003EduServe Logistics4.9BEN-2150Lincoln Middle Schoolschool789 Elm StDenverCO80211USAcompleted1.5blank340Materials used for spring semester.
SHIP-004kg1500trueblankfood2024-03-05VEND-1004Harvest Distribution3.8BEN-2103Sunrise Sheltershelter204 Willow RdMiamiFL33176USAdelayed5.7Weather-related transport delayblankPartial delivery due to heavy rains.
SHIP-005units150falsetreatments_deliveredmedical supplies2024-03-06VEND-1002MedEquip Partners4.2BEN-2113Riverbend Clinicclinic1557 River RdNew OrleansLA70118USAcompleted2.2blank90Urgent supplies for flu outbreak.
SHIP-006kg900.75falsemeals_providedfood2024-03-07VEND-1001GlobalPro Supplies4.7BEN-2102Greenfield Sheltershelter118 Pine AveAustinTX78702USAcompleted3.8blank360High protein shipments.
SHIP-007units420falseblankeducational materials2024-03-07VEND-1005Bright Future Supplies3.9BEN-2151Oakwood Elementaryschool36 Maple StPortlandOR97206USAin transit4blankblankExpected next week.
SHIP-008kg1300falsemeals_providedfood2024-03-08VEND-1004Harvest Distribution3.8BEN-2104Safe Haven Sheltershelter20 BroadwaySan FranciscoCA94133USAcompleted3.9blank500Nutritious meal kits.

What the 68 rows show

from the 68-row sample

Units (resource unit) stands out: mean resource_quantity is 365.9, against 1,104 for the rest.

  • 15%bottleneck_flag = true
  • 535.5median resource_quantity
  • 3beneficiary countries
  • 4beneficiary types
  • 4delivery statuses
  • 5resource types
Mean resource_quantity by resource_unit68 rows
01,0002,000365.9units38 rows1,060kg23 rows1,247liters7 rows
resource_quantity68 rows, in bands of 500
02040322012300102,0003,500resource_quantity →

Median 535.5, from 80.0 to 3,500.

impact_metric_type49 rows with a value · 19 left blank
  1. people_served15
  2. treatments_delivered12
  3. meals_provided11
  4. students_served6
  5. students_reached5
23 columns by typefrom the column list below
  • string 17
  • float 4
  • date 1
  • boolean 1

Columns

23 columns in four groups
blueprint · 23 columns
columntypedescriptionexample
Text 17 columns
shipment_idstringUnique identifier for each supply chain shipment or delivery eventuniqueSHIP-001
resource_typestringType of resource delivered (e.g., food, medical supplies, educational materials)5 typesfood
resource_unitstringUnit of measurement for the resource quantity (e.g., kg, units, liters)3 unitskg
vendor_idstringUnique identifier for the vendor or supplier responsible for the shipmentVEND-1001
vendor_namestringName of the vendor or supplierGlobalPro Supplies
beneficiary_idstringUnique identifier for the beneficiary organization or group receiving the resourcesBEN-2101
beneficiary_namestringName of the beneficiary organization or groupHope Community Center
beneficiary_typestringType of beneficiary (e.g., school, clinic, shelter, community center)4 typescommunity center
beneficiary_street_addressstringStreet address of the beneficiary locationoptional12 Oak St
beneficiary_citystringCity of the beneficiary locationoptionalChicago
beneficiary_statestringState or province of the beneficiary locationoptionalIL
beneficiary_postal_codestringPostal code of the beneficiary locationoptional60622
beneficiary_countrystringCountry of the beneficiary location3 countries · optionalUSA
delivery_statusstringStatus of the delivery (e.g., completed, delayed, in transit, canceled)completed · delayed · in transit · canceledcompleted
bottleneck_reasonstringShort description of the bottleneck cause, if applicable9 reasons · optionalCustoms inspection delay
impact_metric_typestringType of impact metric (e.g., people_served, meals_provided, treatments_delivered)5 types · optionalpeople_served
notesstringAdditional notes or comments about the shipment or delivery eventoptionalHigh protein shipments.
Numbers 4 columns
resource_quantityfloatQuantity of resource delivered, measured in appropriate units (e.g., kilograms, units, liters)0 or more1200.5
vendor_ratingfloatPerformance rating of the vendor (scale 0-5)0 to 5 · optional4.7
delivery_lead_time_daysfloatNumber of days from resource dispatch to delivery at beneficiary location0 or more · optional3.2
impact_metricfloatQuantitative measure of impact (e.g., number of people served, meals provided, treatments delivered)0 or more · optional450
Dates and times 1 column
delivery_datedateDate when the resource was delivered to the beneficiary location2024-03-01
True or false 1 column
bottleneck_flagbooleanIndicates if this shipment experienced a supply chain bottleneckoptionalfalse

Use it for

  • bottleneck flag15%10 of 68 rowsmean resource quantit…365.9units1.1kkg1.2kliters

    A logistics dashboard

    The bottleneck_flag rate, resource_quantity by resource_unit and a breakdown of impact_metric_type. Excel, Power BI or Tableau.

  • Why do the 38 units rows have a mean resource_quantity of 365.9?

    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 shipments with resource_type, resource_quantity and resource_unit to fill a screen in front of a buyer.

Not quite right?

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This dataset68 rows23 columns
Yours1,000 rows23 columnsbeneficiary_street_address: UK only

blueprint · nonprofit-supply-chain-impact-metrics

Behind this dataset

Same schema. As many rows as you need.

These 68 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 record represents one supply chain activity or transaction.
  • Includes baseline and post-activity impact scores for each delivery.
  • Vendor reliability is rated based on delivery timeliness and resource quality.
  • Resource type, quantity, and beneficiary segment are tracked for each entry.
  • Delay reasons must be categorized (e.g., transport, funding, regulatory).
  • Activities with high impact scores are flagged for replication.
Rows
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Exports
CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
Licence
yours to use, including commercially
API slug
nonprofit-supply-chain-impact-metrics

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