datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Federal-Register-2016-2025-JSONus-federal-awards-usaspending-dataset
US Federal Awards & Spending (USAspending)
Federal contract, grant and assistance awards from official USAspending.gov archives (FY2008–present) as analysis-ready tables with recipients, agencies, amounts and award metadata.
Part of the DataForge Open Data program — full production
packages, free for academic and personal use. Canonical dataset page:
https://data.zalize.com/datasets/us-federal-awards-usaspending-dataset
Package inventory (original bundles, served… See the full description on the dataset page: https://huggingface.co/datasets/zalizedata/us-federal-awards-usaspending-dataset.federal-register
About Gadget Software
Gadget Software converts unstructured enterprise data into compute-ready data.
This Federal Register dataset is a concrete example of that capability.It is a byproduct and validation artifact of the Gadget Software TopicLake™ Insights Engine, which ingests source documents and transforms them into structured, enriched, queryable, and analysis-ready data.
The Federal Register collection demonstrates how source documents can be converted into a computer-ready… See the full description on the dataset page: https://huggingface.co/datasets/GadgetSoftware/federal-register.federal-public-lands-spending
Federal Public Lands Spending
Contract and grant transaction data from the USAspending Award Data Archive for federal agencies that manage public lands.
Interactive demo:
Pipeline code: github.com/abigailhaddad/federal-public-lands-contracting
Agencies covered
Department of the Interior (014):
Bureau of Land Management, Bureau of Reclamation, Bureau of Safety and Environmental Enforcement, U.S. Geological Survey, National Park Service, Office of Surface Mining… See the full description on the dataset page: https://huggingface.co/datasets/abigailhaddad/federal-public-lands-spending.guertin-mcro-forensic-corpus-federal-cases
Guertin MCRO Forensic Corpus: Federal Cases
Contents: 4 federal cases — 24-2662/ 24-2662, Matthew Guertin v. Hennepin County (Court of Appeals for the Eighth Circuit; 14 PDFs); 24-cv-02646/ 0:24-cv-02646, Guertin v. Hennepin County (District Court, D. Minnesota; 106 PDFs); 25-2476/ 25-2476, Matthew Guertin v. Tim Walz (Court of Appeals for the Eighth Circuit; 128 PDFs); 25-cv-02670/ 0:25-cv-02670, Guertin v. Walz (District Court, D. Minnesota; 136 PDFs).
Layout: one folder per… See the full description on the dataset page: https://huggingface.co/datasets/Matt1up/guertin-mcro-forensic-corpus-federal-cases.us-federal-public-data-mirror
US Federal Public Data Mirror
An independent copy of United States federal public datasets that have been
removed, discontinued, degraded, or formally proposed for elimination.
Everything here was already public and is United States Government work, which
is not subject to copyright under
17 U.S.C. § 105.
Nothing in this mirror is modified. No values are corrected, no records are
dropped, no columns are renamed, no formats are converted. Each file is stored
exactly as the agency… See the full description on the dataset page: https://huggingface.co/datasets/AI-MINISTRIES/us-federal-public-data-mirror.FederalRegister2020-2025kl3m-data-dotgov-www.federalreserve.gov
KL3M Data Project
Note: This page provides general information about the KL3M Data Project. Additional details specific to this dataset will be added in future updates. For complete information, please visit the GitHub repository or refer to the KL3M Data Project paper.
Description
This dataset is part of the ALEA Institute's KL3M Data Project, which provides copyright-clean training resources for large language models.
Dataset Details
Format: Parquet… See the full description on the dataset page: https://huggingface.co/datasets/alea-institute/kl3m-data-dotgov-www.federalreserve.gov.ipfs_federal_register
Federal Register live GraphRAG (research)
Local LCR-071 live pipeline output for the 2026-08-10 cutoff (11,784 documents,
CUDA thenlper/gte-small). This Hub copy is a research snapshot.
It is not a current-bundle and does not replace
justicedao/ipfs_federal_register. LCR-084 remains open. Official Federal
Register publications remain the authority.
Hub git directories may contain at most 10,000 files. Document bodies beyond
that cap are stored under corpus/bodies-part2/ rather… See the full description on the dataset page: https://huggingface.co/datasets/justicedao/ipfs_federal_register.federal-ai-enforcement
US Federal AI Enforcement Tracker
The US Federal AI Enforcement Tracker is a source-backed dataset of US federal enforcement actions and selected adjacent official materials involving artificial intelligence or automated systems.
This Hugging Face repository is a distribution mirror maintained by Vorp Labs. The release preserved here is 2026.07.19, covering 42 tracked federal actions as of 2026-07-18.
Permanent identifiers and canonical sources
Canonical research… See the full description on the dataset page: https://huggingface.co/datasets/vorplabs/federal-ai-enforcement.stocks-FEDERALBNK-1D-candlesgreatnorth-canada-federal-laws-text
Great North Canada Federal Laws Text Corpus (Expanded)
235,794 training examples from the complete current body of Canadian consolidated federal Acts and Regulations.
This is a significantly expanded version of the corpus, now including:
All consolidated Acts
All consolidated Regulations
Both English and French versions where available
Better chunking optimized for LLM training
Data Characteristics
Section/provision-level text from official Government of Canada… See the full description on the dataset page: https://huggingface.co/datasets/GreatNorthCollective/greatnorth-canada-federal-laws-text.Principles-Of-Federal-Appropriations-Law
📚 Principles of Federal Appropriations Law (Red Book) Volumes I & II
Maintainer: Terry Eppler
Ownership: US Federal Government
Reference Standard: Principle of Appropriatios Law
Source Documents: Source files and data available here Kaggle
📋 Overview
The Principles of Federal Appropriations Law (commonly called the “Red Book”) is the definitive guide issued by the U.S. Government Accountability Office (GAO) on the legal framework governing federal… See the full description on the dataset page: https://huggingface.co/datasets/leeroy-jankins/Principles-Of-Federal-Appropriations-Law.federal-register-live-graphrag-research-20260810
Federal Register live GraphRAG (research)
Local LCR-071 live pipeline output for the 2026-08-10 cutoff (11,784 documents,
CUDA thenlper/gte-small). This Hub copy is a research snapshot.
It is not a current-bundle and does not replace
justicedao/ipfs_federal_register. LCR-084 remains open. Official Federal
Register publications remain the authority.
Hub git directories may contain at most 10,000 files. Document bodies beyond
that cap are stored under corpus/bodies-part2/ rather… See the full description on the dataset page: https://huggingface.co/datasets/justicedao/federal-register-live-graphrag-research-20260810.ls-us-federal-laws
ls-us-federal-laws
This dataset contains the files necessary to view in latentscope.
The files in the latentscope are used by the app to view.
Total size of dataset files: 625.4 MB.
To view this scope, pip install latentscope and run ls-serve. You can then download via the UI and explore.
If you have questions, join us on discord.
federal-public-lawsfederal-register-full-graphrag-v20260810
Federal Register sparse GraphRAG (research)
Cutoff-bound corpus 1994-01-01 through 2026-08-10 from FederalRegister.gov
inventory + GovInfo HTML/XML. Thin-client layout matches
Publicus/skillcenter-ir / justicedao/patent-legal-ir-graphrag:
primary key entry_cid (CIDv1) with dense document_index 0..N-1
nested BM25 posting cells (≤4096 pointers/row, FTS5 IDF)
compact Parquet locators with CID + SHA-256
thenlper/gte-small 384-d centroid shards (≤4096 rows, ≤2 shards/centroid)… See the full description on the dataset page: https://huggingface.co/datasets/justicedao/federal-register-full-graphrag-v20260810.Federal-Acquisition-Regulation
📚 Federal Acquisition Regulation
Maintainer: Terry Eppler
Ownership: US Federal Government
📋 Overview
Dataset Summary
The Federal Acquisition Regulation Dataset is a structured natural-language dataset
derived from the Federal Acquisition Regulation, commonly known as the FAR.
The FAR is the primary governmentwide regulation governing acquisition by executive
agencies. It provides uniform policies and procedures for federal procurement… See the full description on the dataset page: https://huggingface.co/datasets/leeroy-jankins/Federal-Acquisition-Regulation.kl3m-filter-data-dotgov-www.federalreserve.govbrazilian-federal-law-corpus
Brazilian Federal Law Corpus (PT-BR)
41,526 passages of Brazilian federal legislation (laws and decrees — articles, titles, ementas) scraped from
planalto.gov.br. Official Brazilian legal texts are public domain (Lei 9.610/1998, art. 8). A clean corpus for
Portuguese legal IR / RAG / language modeling, with no LLM-generated content — pure law text — and
decontaminated against MTEB(por).
Companion to the synthetic QA pairs in
tardellirs/brazilian-legal-tax-qa-synthetic.… See the full description on the dataset page: https://huggingface.co/datasets/tardellirs/brazilian-federal-law-corpus.nevada-federal-contractors
Nevada Federal Contractors - FedComp Index (September 2026)
Classified dataset of 779 federal contractors registered in Nevada as of September 2026, covering five years of USASpending base contract award data. Each contractor is assigned a Posture Class (1-4) based on two axes: base contract volume and base contract frequency.
This dataset is updated weekly as new award data becomes available.
Source
All data is sourced from USASpending.gov and SAM.gov.… See the full description on the dataset page: https://huggingface.co/datasets/npetro6/nevada-federal-contractors.US-FederalLaws
US Federal Laws
This dataset consists of US Federal laws that are voted in by either Senate, the House of Representatives or Executive Order
Taxonomy
Senate
The senate split contains the laws voted from the 88th congress through the 118th Congress.
House of Representatives
The house_of_reps split contains all of the current versions of US Code as documented in Public Law 118-70
The date column will be the most recent amendment date if it was… See the full description on the dataset page: https://huggingface.co/datasets/macadeliccc/US-FederalLaws.federalist-starterFederal-Government-Standards-For-Internal-Controls
📚 GAO Green Book Federal Internal Control Standards
Maintainer: Terry Eppler
Ownership: US Federal Government
📋 Overview
GAO Green Book Federal Internal Control Standards Dataset
Dataset Summary
The GAO Green Book Federal Internal Control Standards Dataset is a structured
natural-language dataset derived from Standards for Internal Control in the Federal
Government, issued by the Comptroller General of the United States in… See the full description on the dataset page: https://huggingface.co/datasets/leeroy-jankins/Federal-Government-Standards-For-Internal-Controls.Bank-ReviewNigerian Banks - Bank Reviews Dataset Collection
A comprehensive collection of customer reviews from Google Play Store (from app launch to 2024)
Access Bank - CSV File: access_reviews.csv
EcoBank - CSV File: ecoBank_reviews.csv
First Bank of Nigeria (FBN) - CSV File: fbn_reviews.csv
FCMB - CSV File: fcmb_reviews.csv
Fidelity Bank -… See the full description on the dataset page: https://huggingface.co/datasets/Federal-University-Lokoja/Bank-Review.Statements-Of-Federal-Financial-Accounting-Concepts-And-Standards
Statements of Federal Financial Accounting Concepts and Standards
Dataset Summary
This dataset contains document-grounded question-and-answer samples based on the Statements of Federal Financial Accounting Concepts and Standards issued within the Federal accounting framework.
The source material establishes the concepts, principles, definitions, recognition criteria, measurement requirements, presentation standards, and disclosure expectations used in Federal… See the full description on the dataset page: https://huggingface.co/datasets/leeroy-jankins/Statements-Of-Federal-Financial-Accounting-Concepts-And-Standards.Federal_Statutesus_federal_debt_and_receipts
بدهی و کسری بودجهٔ دولت فدرال آمریکا
بدهی کل دولت فدرال آمریکا بهصورت روزانه، و دریافتی و پرداختی ماهانهٔ خزانهداری. مبنای سنجش سرعت رشد کسری — عددی که هزینهٔ استقراض جهانی را تعیین میکند.
پوشش: 1372-01-12 → 1405-06-30 · تناوب: روزانه (بدهی) و ماهانه (کسری) · سطح: ایالات متحده
تعداد مشاهده: 8,673 · تعداد مکان: 1
منبع: خزانهداری ایالات متحده — Fiscal Data — https://fiscaldata.treasury.gov
شاخصها
شناسه
نام
واحد
debt.us_federal_total
بدهی کل… See the full description on the dataset page: https://huggingface.co/datasets/Farmaanaa/us_federal_debt_and_receipts.us-federal-prime-contract-awards
U.S. Federal Prime Contract Awards — High-Value Research Snapshot
This release contains 500 federal prime contract award records retrieved from the official USAspending award-search API, using an action-date filter for July 2026 and descending Award Amount order. It is a reproducible high-value sample intended for procurement research, entity matching, agency/NAICS analysis, and information-retrieval experiments.
Coverage warning: This is not a complete July 2026 award census.… See the full description on the dataset page: https://huggingface.co/datasets/FutureFocusAgent/us-federal-prime-contract-awards.us-federal-defense-ai-awards
US Federal Defense & AI Contract Awards (USAspending)
Overview
This dataset contains clean, structured public data exported directly from production runs of Apify actors.
It serves as a benchmark and sample for lead qualification, market intelligence, research, and machine learning pipelines.
Source Actor: captainhandsome/usaspending-federal-awards
Dataset Page: Public sample and schema
Preconfigured Run Task: captainhandsome/defense-prime-contracts
Records in… See the full description on the dataset page: https://huggingface.co/datasets/joeygambino/us-federal-defense-ai-awards.