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OpenMLDatasets/ted_2025_08_sample

EU Public Procurement — August 2025 (Enriched CSV) This dataset contains all public procurement notices from July 2025,parsed and enriched from the European Union's TED (Tenders Electronic Daily). The full dataset (200,000+ rows) is available for purchase here: Full Dataset on Gumroad Free Sample vs Full Dataset Feature Free Sample (this repo) Full Dataset (Gumroad) Rows 100 200,000+ File size ~50 KB ~120 MB+ Format CSV (UTF-8) CSV (UTF-8) Columns… See the full description on the dataset page: https://huggingface.co/datasets/OpenMLDatasets/ted_2025_08_sample.

sourceHugging Faceotherupdated 1y agoView on Hugging Face
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EU Public Procurement — August 2025 (Enriched CSV)

This dataset contains all public procurement notices from July 2025, parsed and enriched from the European Union's TED (Tenders Electronic Daily).

The full dataset (200,000+ rows) is available for purchase here: Full Dataset on Gumroad

Free Sample vs Full Dataset

FeatureFree Sample (this repo)Full Dataset (Gumroad)
Rows100200,000+
File size~50 KB~120 MB+
FormatCSV (UTF-8)CSV (UTF-8)
Columns14 (see below)14 (same schema)

Contents

  • —Procurement notices parsed from official TED XML
  • —Normalized, analysis-ready columns:
  • —notice_id — unique identifier of the notice
  • —publication_date — publication date (ISO 8601, may include timezone offset)
  • —buyer_id — anonymized buyer/organization ID
  • —cpv_code — Common Procurement Vocabulary (CPV 2008, 8-digit)
  • —lot_id — identifier for the procurement lot
  • —lot_name — contract title (local language)
  • —lot_description — contract description (local language)
  • —award_value — contract award value (when available, numeric)
  • —final_value — overall contract value at notice/result level (if present)
  • —best_value — most reliable value selected among award, final, and estimated
  • —best_value_source — which field the best_value came from
  • —currency — contract currency
  • —source_file — original TED XML file
  • —cpv_label — CPV 2008 English description

Added Value

While the raw TED data is free and open, this dataset provides:

  • —Parsed and normalized structure (from thousands of XML files → single CSV)
  • —Automatic CPV 2008 code enrichment with human-readable labels
  • —Multiple contract value fields (award, final, best) for flexible analysis
  • —Ready for machine learning pipelines and analytics without preprocessing

Source & License

  • —Contains information from the EU’s TED portal. © European Union. Reuse governed by Commission Decision 2011/833/EU. No endorsement by the European Union is implied.
  • —Enrichment (parsing, CPV mapping, packaging) © 2025 OpenML Datasets, released under Creative Commons Zero v1.0 Universal (CC0).

Suggested Uses

  • —Machine learning: NER, classification, contract value forecasting
  • —Market intelligence: sector and supplier mapping
  • —Procurement research: transparency, competition, and cross-country studies