--- license: cc-by-nc-4.0 license_link: https://creativecommons.org/licenses/by-nc/4.0/ pretty_name: US Federal Awards & Spending (USAspending) tags: - usaspending - federal-contracts - grants - government-spending - procurement configs: - config_name: S-agency_fy data_files: - split: train path: data/S/agency_fy-*.parquet - config_name: S-contract_awards data_files: - split: train path: data/S/contract_awards-*.parquet - config_name: S-naics_fy data_files: - split: train path: data/S/naics_fy-*.parquet - config_name: S-recipient_profiles data_files: - split: train path: data/S/recipient_profiles-*.parquet - config_name: M-agency_fy data_files: - split: train path: data/M/agency_fy-*.parquet - config_name: M-assistance_awards data_files: - split: train path: data/M/assistance_awards-*.parquet - config_name: M-cfda_fy data_files: - split: train path: data/M/cfda_fy-*.parquet - config_name: M-contract_awards data_files: - split: train path: data/M/contract_awards-*.parquet - config_name: M-naics_fy data_files: - split: train path: data/M/naics_fy-*.parquet - config_name: M-recipient_fy data_files: - split: train path: data/M/recipient_fy-*.parquet - config_name: M-recipient_profiles data_files: - split: train path: data/M/recipient_profiles-*.parquet - config_name: M-state_fy data_files: - split: train path: data/M/state_fy-*.parquet - config_name: L-agency_fy data_files: - split: train path: data/L/agency_fy-*.parquet - config_name: L-cfda_fy data_files: - split: train path: data/L/cfda_fy-*.parquet - config_name: L-naics_fy data_files: - split: train path: data/L/naics_fy-*.parquet - config_name: L-recipient_fy data_files: - split: train path: data/L/recipient_fy-*.parquet - config_name: L-recipient_profiles data_files: - split: train path: data/L/recipient_profiles-*.parquet - config_name: L-state_fy data_files: - split: train path: data/L/state_fy-*.parquet language: - en task_categories: - tabular-classification size_categories: - 10M (per-package URL: `https://dl.zalize.com/open-data/`). ## Native parquet files (this repo) Every table ships as snappy parquet under `data//` and renders in the Dataset Viewer above (one config per tier / table). ## Original zip bundles (archive download) The original production packages (csv + parquet + data dictionary + datasheet + license inside) are served from the DataForge open-data CDN (free, same license): - [`usaspending-tier1-S-2026-08-05.zip`](https://dl.zalize.com/open-data/usaspending-tier1-S-2026-08-05) (1.45 GB, tier S) - [`usaspending-tier1-M-2026-08-05.zip`](https://dl.zalize.com/open-data/usaspending-tier1-M-2026-08-05) (3.84 GB, tier M) - [`usaspending-tier1-L-2026-08-05.zip`](https://dl.zalize.com/open-data/usaspending-tier1-L-2026-08-05) (1.04 GB, tier L) ## What you get - S — Starter slice of recent award records - M — Research pack across award types and years - L — Full archive: FY2008–present award and transaction tables - FCRA prohibited-use notice included in the DATASHEET - Data dictionary, datasheet and QA report included with every package ## Use cases - Government-market sizing and bid intelligence - Recipient and vendor analysis - Grant-funding landscape research - Joining awards to registries via UEI/DUNS ## Source & methodology USAspending.gov official award archives, FY2008–present Coverage, update cadence and the full field-level data dictionary are on the dataset page: https://data.zalize.com/datasets/us-federal-awards-usaspending-dataset (DATA-DICTIONARY.md and DATASHEET.md are inside each package zip). ## License **Dual license — CC BY-NC 4.0 (DataForge curated layer; academic/personal use, attribution + backlink required); commercial use requires a DataForge commercial license. Upstream data: public domain, official USAspending.gov archives (17 U.S.C. §105); FCRA prohibited-use notice ships in the DATASHEET** - Academic / personal use: [CC BY-NC 4.0](https://creativecommons.org/licenses/by-nc/4.0/) on the DataForge curated layer — attribution and a backlink to are required. - Commercial use: requires a [DataForge commercial license](https://data.zalize.com/datasets) — contact us via the portal. - Upstream license terms continue to apply to the underlying data. ## Citation ```text DataForge (data.zalize.com), built from official USAspending.gov archives — https://data.zalize.com/datasets/us-federal-awards-usaspending-dataset ``` DOI (Zenodo mirror): 10.5281/zenodo.21837786 · GitHub Release mirror: https://github.com/wookat/dataforge-pipelines/releases/tag/open-data-usaspending-awards ## Usage ```python from datasets import load_dataset ds = load_dataset("zalizedata/us-federal-awards-usaspending-dataset", "S-agency_fy", split="train") print(ds[0]) ``` Available configs: `S-agency_fy`, `S-contract_awards`, `S-naics_fy`, `S-recipient_profiles`, `M-agency_fy`, `M-assistance_awards`, `M-cfda_fy`, `M-contract_awards`, `M-naics_fy`, `M-recipient_fy`, `M-recipient_profiles`, `M-state_fy`, `L-agency_fy`, `L-cfda_fy`, `L-naics_fy`, `L-recipient_fy`, `L-recipient_profiles`, `L-state_fy`. ## Related datasets More DataForge open datasets in **Government Spending & Procurement**: - [Government Tenders & Contract Awards (US Federal + Global Portals)](https://huggingface.co/datasets/zalizedata/government-tenders-contract-awards-dataset) - [Global Public Procurement Notices & Awards (TED + OCDS)](https://huggingface.co/datasets/zalizedata/global-public-procurement-ted-ocds-dataset) - [US Research Grants (NIH + NSF)](https://huggingface.co/datasets/zalizedata/us-research-grants-nih-nsf-dataset) - [Global Development Aid Activities & Transactions (IATI)](https://huggingface.co/datasets/zalizedata/global-aid-activities-iati-dataset) Full catalog (25 datasets): · all HF repos: