datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
purchasing-procurement-us
US Purchasing & Procurement Dataset
Procure-to-pay cycle for a simulated US retail business: purchase orders triggered by inventory reorder points, goods receipts, supplier invoices, and payments. Includes supplier profiles with different payment terms and lead times.
Tables
Table
Rows
companies
1
goods_receipts
902
purchase_order_lines
927
purchase_orders
927
supplier_invoices
902
supplier_payments
885
suppliers
10
Total
4,554… See the full description on the dataset page: https://huggingface.co/datasets/mindweave/purchasing-procurement-us.greek-public-procurement
Diavgis — Greek Public Procurement, cross-linked
Greek public procurement is published across three official systems that do not talk to each other:
Διαύγεια (administrative acts), ΚΗΜΔΗΣ (the procurement registry) and EU TED. A tender found
in one cannot be followed to its award, its contract or its payment in another. This dataset is those
three sources harvested, normalised and cross-linked into contract lifecycles.
This is a snapshot, not a live feed. Taken 2026-08-16… See the full description on the dataset page: https://huggingface.co/datasets/diavgis/greek-public-procurement.japan-procurement-open-data
Japan Public Procurement & Company Open Data
Machine-readable extracts of Japanese public-procurement and company open data, compiled and normalised by LoreaTec for japan-tenders.loreatec.jp and bizsearch.loreatec.jp. Everything here comes from official Japanese government sources; the value added is the cleaning, joining and the derived analysis (contract series and re-tender predictions).
Updated monthly. The authoritative, always-current copy is… See the full description on the dataset page: https://huggingface.co/datasets/loreatec/japan-procurement-open-data.global-public-procurement-ted-ocds-dataset
Global Public Procurement Notices & Awards (TED + OCDS)
6.3M procurement notices and 8.8M supplier-award edges from official TED monthly bulk packages plus Open Contracting Data Registry dumps for five jurisdictions (UK, Paraguay, Australia, Québec).
Part of the DataForge Open Data program — full production
packages, free for academic and personal use. Canonical dataset page:
https://data.zalize.com/datasets/global-public-procurement-ted-ocds-dataset
Packages in this… See the full description on the dataset page: https://huggingface.co/datasets/zalizedata/global-public-procurement-ted-ocds-dataset.purchasing-procurement-uk
UK Purchasing & Procurement Dataset
Procure-to-pay cycle for a simulated UK retail business: purchase orders triggered by inventory reorder points, goods receipts, supplier invoices, and payments. Includes supplier profiles with different payment terms and lead times.
Tables
Table
Rows
companies
1
goods_receipts
791
purchase_order_lines
807
purchase_orders
807
supplier_invoices
791
supplier_payments
762
suppliers
8
Total
3,967… See the full description on the dataset page: https://huggingface.co/datasets/mindweave/purchasing-procurement-uk.pharmaceutical-procurement-pricing
Pharmaceutical Procurement & Pricing (Price Ratios, Quality Assurance, Lead Times, Savings) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: not declared - Sector: health - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/pharmaceutical-procurement-pricing.dc-procurement-raw
DC procurement: raw source snapshots
Work in progress. These snapshots are being used for an analysis that is
still being checked. The files here are raw source material, not findings.
Raw, unmodified responses from the District of Columbia's Contracts and
Procurement Transparency Portal (https://contracts.ocp.dc.gov), plus the
source documents and other agencies' published files used alongside them.
Nothing here is derived. No classification, no extraction, no OCR output, no… See the full description on the dataset page: https://huggingface.co/datasets/abigailhaddad/dc-procurement-raw.ted-polish-procurement-notices
TED Polish procurement notices
Polish narrative text rebuilt from official TED procurement-notice records.
Indexed notices: 20,588
Search API records: 20,588
XML fallbacks: 1,255
Retained documents: 15,544
Tokens: 42,475,098 (cl100k_base proxy)
Dates: 2023-02-15 to 2024-05-15
Contracting-authority attribution: 100.0%
The pinned PleIAs mirror is an identifier index only because its Polish preview contains replacement-character encoding damage. Released text comes from official… See the full description on the dataset page: https://huggingface.co/datasets/PiotrSty/ted-polish-procurement-notices.pdf-tools_huggingface_terminal_filesystem_7936_procurement_agreements_rgtfq5
Northwind Trading Co. - Procurement Agreements
A curated dataset of procurement agreements from Northwind Trading Co.'s Q3 2026
contract audit batch. Records include supply agreements, purchase agreements,
master procurement agreements and framework supply agreements. This dataset is
intended for vendor-risk classification model training.
african-public-procurement
African Public Procurement (AF-TENDER)
Helps market-entry teams and DFI analysts read public-spending flows across SADC by normalizing procurement data across publishers so they can size demand and identify suppliers before competitors do.
License-clean public-tender records built directly on the Open Contracting Data Standard
(OCDS) — with no natural-person data in any published table.
Why this dataset
Supplier intelligence, public-spend tracking and market-entry… See the full description on the dataset page: https://huggingface.co/datasets/267Certvas/african-public-procurement.thai-gov-procurement_regulation-17-amend-21
🇹🇭 Dataset Card for Thai Government Procurement Dataset
ℹ️ This dataset is optimized for procurement-related NLP tasks in Thai.
This dataset contains a collection of procurement regulations, instructions, and responses focused on public sector purchasing, contract management, and compliance with Thai government standards. It aims to support natural language processing tasks involving procurement assistance, such as chatbot development, procurement dialogue generation… See the full description on the dataset page: https://huggingface.co/datasets/amornpan/thai-gov-procurement_regulation-17-amend-21.procurement-sample
Valan Procurement Intelligence — Public Sample
A free 1,000-row sample of the Valan Technologies global procurement intelligence feed: point-in-time, entity-resolved government contract awards linked to the awarded company's tradable security (ticker / LEI / ISIN).
Valan Technologies maintains one of the most comprehensive privately-held public procurement datasets in existence: 100M+ contract awards and tenders from 150+ government sources across 222 countries and territories… See the full description on the dataset page: https://huggingface.co/datasets/ValanTec/procurement-sample.purchasing-procurement-au
Australian Purchasing & Procurement Dataset
Procure-to-pay cycle for a simulated Australian retail business: purchase orders triggered by inventory reorder points, goods receipts, supplier invoices, and payments. Includes supplier profiles with different payment terms and lead times.
Tables
Table
Rows
companies
1
goods_receipts
1,011
purchase_order_lines
1,029
purchase_orders
1,029
supplier_invoices
1,011
supplier_payments
987
suppliers
10
Total
5… See the full description on the dataset page: https://huggingface.co/datasets/mindweave/purchasing-procurement-au.Thai_e-Government_Procurement_OCRpdf-tools_huggingface_terminal_filesystem_7936_procurement_agreements_kq8mz2
Northwind Trading Co. - Procurement Agreements
license: cc-by-nc-4.0
A curated dataset of procurement agreements from Northwind Trading Co.'s Q3 2026
contract audit batch. Records include supply agreements, purchase agreements,
master procurement agreements and framework supply agreements. This dataset is
intended for vendor-risk classification model training.
pdf-tools_huggingface_terminal_filesystem_7936_procurement_agreements_5ixs6r
Northwind Trading Co. - Procurement Agreements
A curated dataset of procurement agreements from Northwind Trading Co.'s Q3 2026
contract audit batch. Records include supply agreements, purchase agreements,
master procurement agreements and framework supply agreements. This dataset is
intended for vendor-risk classification model training.
africa-synth-governance-public-procurement-data-all
African Public Procurement Data | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: governance_security - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Public datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-governance-public-procurement-data-all.tenderguru-procurement-data-catalog
Каталог закупочных данных TenderGuru
English version
Коммерческие базы и API по российским закупкам: тендеры, контракты, продукция и цены, поставщики и заказчики, победители и участники, имущественные торги, ФАС, РНП, жалобы и распознанная документация.
В репозитории нет записей закупок и демонстрационных выборок. Здесь размещена только карточка доступных коммерческих продуктов, форматов поставки и условий использования.
Доступные российские базы
База… See the full description on the dataset page: https://huggingface.co/datasets/tenderguru/tenderguru-procurement-data-catalog.africa-synth-agriculture-input-procurement-nigeria
Africa Synth Agriculture Input Procurement Nigeria | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: agriculture_food - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-agriculture-input-procurement-nigeria.europrocure-10-public-procurement
EUROPROCURE-10
Dataset Summary
EUROPROCURE-10 is a large-scale, cleaned, enriched, and machine-learning-ready dataset of European public procurement notices derived from TED (Tenders Electronic Daily), the official procurement platform of the European Union.
The dataset covers procurement activity published between 2016 and 2025 and contains structured procurement metadata, financial information, supplier information, CPV classifications, procurement procedures… See the full description on the dataset page: https://huggingface.co/datasets/Urwashanza/europrocure-10-public-procurement.fr-public-procurement-2026-07
French Public Procurement Announcements — 2026-07
French public procurement (marchés publics) announcement data for the 2026-07 reporting cycle. Fields: annonce_id, acheteur (nested), titulaire_id, titulaire_nom, objet, cpv, date_publication (mixed YYYY-MM-DD / DD/MM/YYYY), montant_ht, montant_ttc, code_postal, lieu_execution, procedure. French text with accented characters.
Data
Rows: >10,000
Format: Parquet (data/fr_public_procurement.parquet)… See the full description on the dataset page: https://huggingface.co/datasets/toolathon123/fr-public-procurement-2026-07.defendable-pain-federal-ai-procurement-v0.1
Federal AI Procurement Pain
"the trust ask" — Mr. Defendable
A free pain-receipt dataset from the DefendableOS ecosystem. 3 rows · ready to read · all cited or graded · CC-BY-4.0.
Part of the 100-pack — 100 free pain-receipt datasets dropped from the Defendable Bakery to the open AI-trust community. Different theme per dataset. Same operator voice across all of them.
Tribunal begins before training. No proof, no honey. To the shed.
What's in here
3 pain receipts… See the full description on the dataset page: https://huggingface.co/datasets/SwarmandBee/defendable-pain-federal-ai-procurement-v0.1.ai-procurement-carbon-clauses-delivery-coherence-risk-v0.1What this repo is for
Detect when procurement contracts
promise clean compute
but delivery diverges.
Flags
vague carbon clauses
weak audit rights
delivery intensity higher than promised
penalties that cannot be enforced
asia-owid-gov-procurement-share-gov-expenditure
Gov Procurement Share Gov Expenditure | Asia (Our World in Data)
🌏 79 observations · 5 Asia countries · 2007–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 79 observations of Gov Procurement Share Gov Expenditure data across 5 Asia countries, spanning 2007–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Gov Procurement Share Gov Expenditure
Geographic… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-gov-procurement-share-gov-expenditure.GIT-Procurement-Datasetdgcp-procurement-risk-do
LexMetrix AltData: Dominican Procurement Risk Intelligence (2021–2026)
Public procurement dataset + risk scoring model for monopoly detection, compliance auditing, and open-data research across Latin America.
📊 Dataset Overview
Metric
Value
Records
305,094 government contracts
Period
January 2021 – June 2026
Government spending analyzed
USD 14.6 billion
CRITICAL risk flags
2,632 contracts (0.86%)
5+ year monopoly patterns
193 contracts… See the full description on the dataset page: https://huggingface.co/datasets/EmmanuelJDP/dgcp-procurement-risk-do.asia-owid-government-procurement-share-gdp
Government Procurement Share Gdp | Asia (Our World in Data)
🌏 79 observations · 5 Asia countries · 2007–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 79 observations of Government Procurement Share Gdp data across 5 Asia countries, spanning 2007–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Government Procurement Share Gdp
Geographic coverage
5… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-government-procurement-share-gdp.africa-mauritius-budget-data-for-procurement-policy-office-2016-2017-4949a4c2
Budget Data for Procurement Policy Office 2016 2017 | Africa (MDPA)
2,474 rows - 1 Africa country/area - 2015-2018 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 2,474 rows from MDPA, covering Budget Data for Procurement Policy Office 2016 2017. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Economic… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-budget-data-for-procurement-policy-office-2016-2017-4949a4c2.public-policy-procurement-contract-delivery-coherence-risk-v0.1What this repo is for
Spot delivery failure early by reading procurement signals.
You use it to flag
scope drift via change orders
cost drift without delivery explanation
quality defects that turn into acceptance delays
emergency procurement that hides weak scope discipline
africa-mauritius-budget-data-2017-2018-procurement-policy-office-1b7d2f30
Budget Data 2017 2018 Procurement Policy Office | Africa (MDPA)
144 rows - 1 Africa country/area - 2016-2019 - 3 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 144 rows from MDPA, covering Budget Data 2017 2018 Procurement Policy Office. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Economic datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-budget-data-2017-2018-procurement-policy-office-1b7d2f30.