Supplier Diversity Procurement Metrics

This dataset provides detailed, transaction-level metrics on government procurement activities with a focus on supplier diversity and inclusion. It tracks contract awards, spend amounts, supplier classifications, and program participation, enabling comprehensive analysis of equity in public sector purchasing. The dataset is ideal for performance monitoring, compliance reporting, and driving digital transformation in procurement processes.

  • last updated 3 Jan 2026
  • by GoMask
The brief that made it

Monitoring and reporting on supplier diversity and procurement equity

Sample rows

preview · 8 of 70 rows · all 17 columns
procurement_idstringspend_categorystringcontract_valuefloatsupplier_minority_certifiedbooleaninclusion_programstringagency_namestringfiscal_yearintegercontract_numberstringsupplier_idstringsupplier_namestringsupplier_typestringcontract_award_datedatecontract_statusstringpercent_spend_with_minority_suppliersfloatcontract_descriptionstringsupplier_countrystringsupplier_statestring
PROC-1001construction870000.5trueMinority Supplier InitiativeDepartment of Transportation2021DOT-21-02345SUP-001Metro City Solutions LLCminority-owned2021-04-12active36.8Rehabilitation of city bridge infrastructure.USACA
PROC-1002goods149000falseWomen Enterprise ProgramHealth and Human Services2022HHS-22-01678SUP-002Phoenix Medical Devices Incwomen-owned2022-01-21completed22.1Purchase of hospital beds and medical equipment.USATX
PROC-1003goods29500.75falseSmall Business BoostDepartment of Education2023DOE-23-00456SUP-003Bright Minds Academy Suppliessmall-business2023-03-14active12Educational supplies for state schools.USANY
PROC-1004professional services64500falseVeteran Vendor NetworkDepartment of Public Safety2020DPS-20-01234SUP-004Valor Security Groupveteran-owned2020-08-09completed8.2Security services for state buildings.USAFL
PROC-1005services410000falseDisadvantaged Business ProgramEnvironmental Protection Agency2022EPA-22-00789SUP-005EcoServe Facilities Inc.disadvantaged-business2022-06-18active27.9Site cleanup and hazardous waste removal.USAWA
PROC-1006IT222000.25trueblankDepartment of Technology2023DOT-23-11567SUP-006Quantum IT Integrationsminority-owned2023-02-27pending54.2Cloud migration for agency records.USAVA
PROC-1007construction313200falseSmall Business BoostDepartment of Energy2021DOE-21-00654SUP-007Sunrise Power & Lightsmall-business2021-09-12completed18.7Installation of solar panels at public buildings.USAAZ
PROC-1008professional services74000falseblankDepartment of Finance2020DF-20-09876SUP-008Capital Analytics Groupnot-disclosed2020-11-03completed0Financial audit for fiscal year.CanadaON

What the 70 rows show

from the 70-row sample

Construction (spend category) stands out: mean contract_value is 664,109, against 111,142 for the rest.

  • 19%supplier_minority_certified = true
  • 65,750median contract_value
  • 3contract statuses
  • 5supplier countries
  • 8supplier types
  • 19.0median percent_spend_with_minority_suppliers
Mean contract_value by spend_category70 rows
0400k800k108.2kgoods24 rows84,213profes…16 rows146.4kIT12 rows664.1kconstr…11 rows122.4kservic…7 rows
contract_value70 rows, in bands of 200k
03060527412220800k1.4Mcontract_value →

Median 65,750, from 3,900 to 1,240,000.

inclusion_program53 rows with a value · 17 left blank
  1. Small Business First7
  2. Minority Supplier Initiative6
  3. Disadvantaged Business Program6
  4. Small Business Boost5
  5. Women Enterprise Program4
  6. Health Equity Initiative4
  7. Veteran Vendor Network3
  8. Women-Owned Supplier Program3
  9. LGBTQ+ Vendor Access2
  10. Urban Inclusion Pilot2
17 columns by typefrom the column list below
  • string 12
  • integer 1
  • float 2
  • date 1
  • boolean 1

Columns

17 columns in four groups
blueprint · 17 columns
columntypedescriptionexample
Text 12 columns
procurement_idstringUnique identifier for each procurement transaction or contract award.uniquePROC-1001
agency_namestringName of the government agency or department responsible for the procurement.Department of Education
contract_numberstringOfficial contract or award number assigned by the agency.DOT-21-02345
supplier_idstringUnique identifier for the supplier or vendor.SUP-001
supplier_namestringLegal name of the supplier or vendor.Metro City Solutions LLC
supplier_typestringClassification of the supplier (e.g., minority-owned, women-owned, veteran-owned, small business, etc.).8 valuesminority-owned
spend_categorystringProcurement spend category (e.g., IT, construction, professional services, goods, etc.).5 categoriesconstruction
contract_statusstringCurrent status of the contract (e.g., active, completed, cancelled, pending).active · completed · cancelled · pendingactive
inclusion_programstringName of the supplier diversity or inclusion program under which the contract was awarded (if applicable).optionalWomen Enterprise Program
contract_descriptionstringBrief description of the contract scope or purpose.optionalPension fund audit.
supplier_countrystringCountry where the supplier is registered or headquartered.5 countries · optionalUSA
supplier_statestringState or province where the supplier is registered or headquartered.optionalCA
Numbers 3 columns
fiscal_yearintegerFiscal year in which the procurement activity occurred.1,900 to 2,1002021
contract_valuefloatTotal dollar value of the contract awarded.0 or more870000.5
percent_spend_with_minority_suppliersfloatPercentage of total spend with minority-owned suppliers for this procurement or agency in the fiscal year.0 to 100 · optional36.8
Dates and times 1 column
contract_award_datedateDate the contract was awarded.2021-04-12
True or false 1 column
supplier_minority_certifiedbooleanIndicates if the supplier is officially certified as minority-owned.true

Use it for

  • supplier minor…19%13 of 70 rowsmean contract value b…108.2kgoods84.2kprof…146.4kIT664.1kcons…

    A government dashboard

    The supplier_minority_certified rate, contract_value by spend_category and a breakdown of inclusion_program. Excel, Power BI or Tableau.

  • Why do the 11 construction rows have a mean contract_value of 664,109?

    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 procurements with agency_name, fiscal_year and contract_number to fill a screen in front of a buyer.

Not quite right?

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This dataset70 rows17 columns
Yours1,000 rows17 columnssupplier_country: UK only

blueprint · supplier-diversity-procurement-metrics

Behind this dataset

Same schema. As many rows as you need.

These 70 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 supplier-contract event
  • Supplier type must be classified (e.g., minority-owned, women-owned, veteran-owned, small business)
  • Procurement spend must be a positive value
  • Contracts must be awarded through verified government RFPs
  • Include at least three contract categories per row
Rows
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Exports
CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
Licence
yours to use, including commercially
API slug
supplier-diversity-procurement-metrics

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