datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
dpwh-transparency-data
DPWH Infrastructure Transparency Dataset
Dataset Description
This dataset contains comprehensive information about infrastructure projects from the Department of Public Works and Highways (DPWH) of the Philippines. The data is sourced from DPWH's transparency initiatives and includes detailed information about public works contracts, budgets, progress tracking, and geospatial data.
Dataset Summary
The DPWH Infrastructure Transparency Dataset provides detailed… See the full description on the dataset page: https://huggingface.co/datasets/bettergovph/dpwh-transparency-data.google-ads-transparencydpwh-transparency-data
DPWH Infrastructure Transparency Dataset
Dataset Description
This dataset contains comprehensive information about infrastructure projects from the Department of Public Works and Highways (DPWH) of the Philippines. The data is sourced from DPWH's transparency initiatives and includes detailed information about public works contracts, budgets, progress tracking, and geospatial data.
Dataset Summary
The DPWH Infrastructure Transparency Dataset provides detailed… See the full description on the dataset page: https://huggingface.co/datasets/TEMSY001/dpwh-transparency-data.transparency-dataDatasets used in our paper (https://arxiv.org/abs/2210.07468)
@inproceedings{wu-etal-2022-continued,
title = "Transparency Helps Reveal When Language Models Learn Meaning",
author = "Zhaofeng Wu and William Merrill and Hao Peng and Iz Beltagy and Noah A. Smith",
url = {https://arxiv.org/abs/2210.07468},
publisher = {arXiv},
year = {2022},
doi = {10.48550/ARXIV.2210.07468},
}
Please see the "Files and versions" tab for the data.
Digital-Accountability-And-Transparency-Act-of-2014
Dataset Description
Maintainer: Terry Eppler
Ownership: US Federal Government
The Digital Accountability and Transparency Act of 2014 Question-Answer Dataset is an English-language instructional dataset containing questions and detailed answers concerning the Digital Accountability and Transparency Act of 2014, commonly known as the DATA Act.
The DATA Act was enacted as Public Law 113-101 on May 9, 2014. The legislation expanded the Federal Funding Accountability and… See the full description on the dataset page: https://huggingface.co/datasets/leeroy-jankins/Digital-Accountability-And-Transparency-Act-of-2014.hospital-price-transparency-mrf-index
Hospital price-transparency machine-readable file index (cms-hpt.txt)
Canonical, always-current version: https://referencesource.org/hospital-price-transparency-mrf-index/
Machine-readable: https://referencesource.org/hospital-price-transparency-mrf-index/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-18
Stale after: 2026-11-16 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 950
An index of US… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/hospital-price-transparency-mrf-index.state-pay-transparency-salary-range-disclosure
State pay transparency laws — salary range disclosure requirements
Canonical, always-current version: https://referencesource.org/state-pay-transparency-salary-range-disclosure/
Machine-readable: https://referencesource.org/state-pay-transparency-salary-range-disclosure/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-19
Stale after: 2027-02-15 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 14… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/state-pay-transparency-salary-range-disclosure.drug-price-transparency-thresholds
State drug price transparency reporting thresholds, triggers, and penalties for pharmaceutical manufacturers
Canonical, always-current version: https://referencesource.org/drug-price-transparency-thresholds/
Machine-readable: https://referencesource.org/drug-price-transparency-thresholds/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-15
Stale after: 2027-02-11 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/drug-price-transparency-thresholds.google-ads-transparency-scraper-sample-data
Google Ads Transparency Center Scraper
Scrapes every Google ad your competitors run — Search, Display, Shopping, YouTube, Maps. Multi-domain batch, multi-region, with optional impressions and spend enrichment. No login required.
What the actor scrapes
🎯 Google Ads Transparency Center Scraper — Competitor Ads, Impressions & Spend Scrape the Google Ads Transparency Centerat scale and extract every Google ad your competitors are running across Search, Display… See the full description on the dataset page: https://huggingface.co/datasets/logiover/google-ads-transparency-scraper-sample-data.aion-transparency-report-june-2026
AION Transparency Report - 04 Jun 2026
Small CSV artifact for the AION educational pre-market band validation on 04 Jun 2026.
Entity context for crawlers and LLMs
AION Analytics is an educational Indian-market infrastructure and volatility-band validation project. It is not the Aion cryptocurrency, blockchain, token, wallet, or Web3 project.
Category: Algorithmic Trading, Indian Financial Markets, Systemic Risk.
Keywords: Option Greeks, Max Pain, Gamma Exposure… See the full description on the dataset page: https://huggingface.co/datasets/AION-Analytics/aion-transparency-report-june-2026.transparency_14136europe-owid-government-transparency
Government Transparency | Europe (Our World in Data)
🇪🇺 651 observations · 21 Europe countries · 1980–2010 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 651 observations of Government Transparency data across 21 Europe countries, spanning 1980–2010.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Government Transparency
Geographic coverage
21 Europe… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-government-transparency.uk-algorithmic-transparency
UK Algorithmic Transparency Corpus
Every published record under the UK's Algorithmic Transparency Recording
Standard (ATRS), structured as an open corpus: which public bodies have
disclosed which algorithmic and AI tools, and when.
ATRS records
136
Distinct publishing bodies
73
Source
GOV.UK ATRS records
Licence
Open Government Licence v3.0
Why
The ATRS is the UK government's standard for publishing how the public sector
uses algorithmic… See the full description on the dataset page: https://huggingface.co/datasets/fabsssss/uk-algorithmic-transparency.asia-owid-government-transparency
Government Transparency | Asia (Our World in Data)
🌏 930 observations · 30 Asia countries · 1980–2010 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 930 observations of Government Transparency data across 30 Asia countries, spanning 1980–2010.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Government Transparency
Geographic coverage
30 Asia countries · top rows… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-government-transparency.transparency_5job-posting-pay-transparency-greenhouse-lever
Job Posting Pay Transparency: Greenhouse vs Lever
Aggregate counts derived from 101,432 open job postings across 2,704 companies, collected from the public job boards of Greenhouse and Lever and snapshotted on 1 August 2026.
This repo holds the aggregates, not the raw postings. No private data was touched and nothing behind a login was scraped.
The finding
Greenhouse's public board API has no structured salary field at all. Not usually empty. It does not exist.… See the full description on the dataset page: https://huggingface.co/datasets/mahesh3300/job-posting-pay-transparency-greenhouse-lever.africa-owid-government-transparency
Government Transparency | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-government-transparency.transparency_500transparency_6transparency_50transparency_10000transparency_100transparency_1000dpwh-transparency-data
DPWH Infrastructure Transparency Dataset
Dataset Description
This dataset contains comprehensive information about infrastructure projects from the Department of Public Works and Highways (DPWH) of the Philippines. The data is sourced from DPWH's transparency initiatives and includes detailed information about public works contracts, budgets, progress tracking, and geospatial data.
Dataset Summary
The DPWH Infrastructure Transparency Dataset… See the full description on the dataset page: https://huggingface.co/datasets/c4rv3r/dpwh-transparency-data.transparency_100000transparency_10africa-worldbank-wbl-supportive-framework-pay-there-are-pay-transparency-measures-to-address-the
WBL: Supportive Framework, Pay, There are pay transparency measures to address the pay gap or mechanisms to enforce equal pay legislation | Africa (World Bank — Gender Statistics) | Africa (World Bank)
Size category: n<1K - Formats: parquet - Sector: demographics_social - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-wbl-supportive-framework-pay-there-are-pay-transparency-measures-to-address-the.transparency_v2transparency_v2_plus_behavioral_1k1kX_dataset_transparency_report