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.
Sample rows
preview · 8 of 70 rows · all 17 columns| procurement_idstring | spend_categorystring | contract_valuefloat | supplier_minority_certifiedboolean | inclusion_programstring | agency_namestring | fiscal_yearinteger | contract_numberstring | supplier_idstring | supplier_namestring | supplier_typestring | contract_award_datedate | contract_statusstring | percent_spend_with_minority_suppliersfloat | contract_descriptionstring | supplier_countrystring | supplier_statestring |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PROC-1001 | construction | 870000.5 | true | Minority Supplier Initiative | Department of Transportation | 2021 | DOT-21-02345 | SUP-001 | Metro City Solutions LLC | minority-owned | 2021-04-12 | active | 36.8 | Rehabilitation of city bridge infrastructure. | USA | CA |
| PROC-1002 | goods | 149000 | false | Women Enterprise Program | Health and Human Services | 2022 | HHS-22-01678 | SUP-002 | Phoenix Medical Devices Inc | women-owned | 2022-01-21 | completed | 22.1 | Purchase of hospital beds and medical equipment. | USA | TX |
| PROC-1003 | goods | 29500.75 | false | Small Business Boost | Department of Education | 2023 | DOE-23-00456 | SUP-003 | Bright Minds Academy Supplies | small-business | 2023-03-14 | active | 12 | Educational supplies for state schools. | USA | NY |
| PROC-1004 | professional services | 64500 | false | Veteran Vendor Network | Department of Public Safety | 2020 | DPS-20-01234 | SUP-004 | Valor Security Group | veteran-owned | 2020-08-09 | completed | 8.2 | Security services for state buildings. | USA | FL |
| PROC-1005 | services | 410000 | false | Disadvantaged Business Program | Environmental Protection Agency | 2022 | EPA-22-00789 | SUP-005 | EcoServe Facilities Inc. | disadvantaged-business | 2022-06-18 | active | 27.9 | Site cleanup and hazardous waste removal. | USA | WA |
| PROC-1006 | IT | 222000.25 | true | blank | Department of Technology | 2023 | DOT-23-11567 | SUP-006 | Quantum IT Integrations | minority-owned | 2023-02-27 | pending | 54.2 | Cloud migration for agency records. | USA | VA |
| PROC-1007 | construction | 313200 | false | Small Business Boost | Department of Energy | 2021 | DOE-21-00654 | SUP-007 | Sunrise Power & Light | small-business | 2021-09-12 | completed | 18.7 | Installation of solar panels at public buildings. | USA | AZ |
| PROC-1008 | professional services | 74000 | false | blank | Department of Finance | 2020 | DF-20-09876 | SUP-008 | Capital Analytics Group | not-disclosed | 2020-11-03 | completed | 0 | Financial audit for fiscal year. | Canada | ON |
| PROC-1009 | goods | 1240000 | true | Minority Supplier Initiative | Department of Transportation | 2022 | DOT-22-04567 | SUP-009 | Lakeshore Logistics | minority-owned | 2022-07-18 | active | 41.2 | Fleet vehicle procurement. | USA | IL |
| PROC-1010 | IT | 58200 | false | LGBTQ+ Vendor Access | Department of Commerce | 2021 | DOC-21-00985 | SUP-010 | Urban Data Insights | lgbtq-owned | 2021-05-07 | completed | 13.5 | Data analytics for city census. | USA | OR |
| PROC-1011 | goods | 38500 | false | blank | Department of Agriculture | 2020 | DA-20-10543 | SUP-011 | Green Harvesters Co. | small-business | 2020-04-23 | completed | 6.7 | Agricultural equipment supply. | USA | IA |
| PROC-1012 | services | 192500 | false | Urban Inclusion Pilot | Department of Public Safety | 2023 | DPS-23-01112 | SUP-012 | Safe Streets Partners | minority-owned | 2023-01-19 | pending | 23 | Community safety awareness campaign. | USA | GA |
| PROC-1013 | IT | 130000 | false | blank | Department of Technology | 2022 | DOT-22-22145 | SUP-013 | Blue Sky Networks | other | 2022-10-03 | active | 9.8 | Wireless network upgrades. | USA | CO |
| PROC-1014 | goods | 21500.5 | false | Women Enterprise Program | Department of Health | 2021 | DH-21-01521 | SUP-014 | Harmony Wellness Foods | women-owned | 2021-04-30 | completed | 17.5 | Organic meal supply for clinics. | USA | MA |
| PROC-1015 | goods | 9000 | false | blank | Department of Education | 2020 | DOE-20-00888 | SUP-015 | Atlas Office Products | not-disclosed | 2020-07-10 | completed | 0 | Stationery for public schools. | Canada | BC |
| PROC-1016 | construction | 400000 | false | Disadvantaged Business Program | Department of Energy | 2021 | DOE-21-01432 | SUP-016 | Fusion Engineering Group | disadvantaged-business | 2021-11-11 | active | 33.1 | Wind turbine installation. | USA | OK |
| PROC-1017 | professional services | 67000 | false | Veteran Vendor Network | Department of Commerce | 2023 | DOC-23-01020 | SUP-017 | NextGen Consulting | veteran-owned | 2023-02-03 | active | 10.2 | Business process improvement. | USA | TX |
| PROC-1018 | services | 78000 | true | Minority Supplier Initiative | Health and Human Services | 2022 | HHS-22-01882 | SUP-018 | Kindred Home Health LLC | minority-owned | 2022-05-25 | completed | 45.7 | In-home care for seniors. | USA | NC |
| PROC-1019 | goods | 109000 | false | Urban Inclusion Pilot | Department of Agriculture | 2021 | DA-21-00101 | SUP-019 | AgroSmart Solutions | minority-owned | 2021-03-03 | active | 28.3 | Smart irrigation systems. | USA | CA |
| PROC-1020 | services | 15000 | false | Small Business Boost | Environmental Protection Agency | 2023 | EPA-23-00145 | SUP-020 | CleanTech Services | small-business | 2023-04-17 | pending | 5 | Facility cleaning and maintenance. | USA | OH |
What the 70 rows show
from the 70-row sampleConstruction (spend category) stands out: mean contract_
- 19%supplier_
minority_ certified = true - 65,750median contract_
value - 3contract statuses
- 5supplier countries
- 8supplier types
- 19.0median percent_
spend_ with_ minority_ suppliers
Median 65,750, from 3,900 to 1,240,000.
- string 12
- integer 1
- float 2
- date 1
- boolean 1
Columns
17 columns in four groups| column | type | description | example |
|---|---|---|---|
| Text 12 columns | |||
procurement_id | string | Unique identifier for each procurement transaction or contract award.unique | PROC-1001 |
agency_name | string | Name of the government agency or department responsible for the procurement. | Department of Education |
contract_number | string | Official contract or award number assigned by the agency. | DOT-21-02345 |
supplier_id | string | Unique identifier for the supplier or vendor. | SUP-001 |
supplier_name | string | Legal name of the supplier or vendor. | Metro City Solutions LLC |
supplier_type | string | Classification of the supplier (e.g., minority-owned, women-owned, veteran-owned, small business, etc.).8 values | minority-owned |
spend_category | string | Procurement spend category (e.g., IT, construction, professional services, goods, etc.).5 categories | construction |
contract_status | string | Current status of the contract (e.g., active, completed, cancelled, pending).active · completed · cancelled · pending | active |
inclusion_program | string | Name of the supplier diversity or inclusion program under which the contract was awarded (if applicable).optional | Women Enterprise Program |
contract_description | string | Brief description of the contract scope or purpose.optional | Pension fund audit. |
supplier_country | string | Country where the supplier is registered or headquartered.5 countries · optional | USA |
supplier_state | string | State or province where the supplier is registered or headquartered.optional | CA |
| Numbers 3 columns | |||
fiscal_year | integer | Fiscal year in which the procurement activity occurred.1,900 to 2,100 | 2021 |
contract_value | float | Total dollar value of the contract awarded.0 or more | 870000.5 |
percent_spend_with_minority_suppliers | float | Percentage of total spend with minority-owned suppliers for this procurement or agency in the fiscal year.0 to 100 · optional | 36.8 |
| Dates and times 1 column | |||
contract_award_date | date | Date the contract was awarded. | 2021-04-12 |
| True or false 1 column | |||
supplier_minority_certified | boolean | Indicates if the supplier is officially certified as minority-owned. | true |
Use it for
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.
- Procurements70PROC-1001870000.5construc…PROC-1002149000goodsPROC-1006222000.25IT
A software demo
Believable procurements with agency_
name, fiscal_ year and contract_ number to fill a screen in front of a buyer.
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.
- 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
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
- supplier-diversity-procurement-metrics