datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
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.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.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.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.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.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.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
europe-owid-medium-high-level-implementation-of-sustainable-public-procurement
Medium High Level Implementation Of Sustainable Public Procurement | Europe (Our World in Data)
🇪🇺 42 observations · 26 Europe countries · 2020–2022 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 42 observations of Medium High Level Implementation Of Sustainable Public Procurement data across 26 Europe countries, spanning 2020–2022.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-medium-high-level-implementation-of-sustainable-public-procurement.public-policy-procurement-award-delivery-coherence-risk-v0.1What this repo is for
Detect when government projects fail before failure is visible.
Flags:
weak vendor capacity after award
tender ambiguity causing cost overruns
delays between award and execution
rising costs without delivery progress
This is one of the highest-loss zones in public spending.