datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
turkish-competition-authority-decisions
Turkish Competition Authority Decisions (Rekabet Kurulu Kararları), 1997–2026
The complete published decision history of the Turkish Competition Authority
(Rekabet Kurumu) — every Competition Board decision the regulator has made public,
in full text, with derived structural metadata.
10,367 decisions · 113,297 pages · 323 million characters · 29 years
Every decision carries its outcome, the articles of Law 4054 it turns on, the
panel that decided it (as stable pseudonymous ids… See the full description on the dataset page: https://huggingface.co/datasets/emirms/turkish-competition-authority-decisions.turkish-data-protection-authority-decisions
Turkish Data Protection Authority (Kişisel Verilerin Korunması Kurulu / KVKK) Decisions & Breach Register
Every Board decision published by Turkey's data protection regulator (KVKK, Law No. 6698),
plus a supplementary register of its published data-breach material — one row per decision,
one row per breach event, with derived structural metadata and a coverage proof.
393 decisions · 79 breach-register rows · two configs · 2017–2026
Why this dataset is not a bigger… See the full description on the dataset page: https://huggingface.co/datasets/emirms/turkish-data-protection-authority-decisions.arcs-authority-vulnerability
ARCS Authority Vulnerability Evaluation Dataset v1.1
Description
Empirical evaluation data measuring authority vulnerability in AI systems. Covers single-model evaluation, two-hop agent chain propagation, and three-hop agent chain propagation across six independent AI lineages.
This is the first published dataset measuring:
Whether AI models accept false authority claims under adversarial pressure
Whether authority vulnerability propagates between models in… See the full description on the dataset page: https://huggingface.co/datasets/aa8899/arcs-authority-vulnerability.turkish-competition-authority-decisions
Turkish Competition Authority Decisions (Rekabet Kurulu Kararları), 1997–2026
The complete published decision history of the Turkish Competition Authority
(Rekabet Kurumu) — every Competition Board decision the regulator has made public,
in full text, with derived structural metadata.
10,367 decisions · 113,297 pages · 323 million characters · 29 years
Every decision carries its outcome, the articles of Law 4054 it turns on, the
panel that decided it (as stable pseudonymous ids… See the full description on the dataset page: https://huggingface.co/datasets/serdarsrts/turkish-competition-authority-decisions.turkish-competition-authority-decisions
Turkish Competition Authority Decisions (Rekabet Kurulu Kararları), 1997–2026
The complete published decision history of the Turkish Competition Authority
(Rekabet Kurumu) — every Competition Board decision the regulator has made public,
in full text, with derived structural metadata.
10,367 decisions · 113,297 pages · 323 million characters · 29 years
Every decision carries its outcome, the articles of Law 4054 it turns on, the
panel that decided it (as stable pseudonymous ids… See the full description on the dataset page: https://huggingface.co/datasets/metin513/turkish-competition-authority-decisions.monetary_authority_of_singapore
Dataset Summary
For dataset summary, please refer to https://huggingface.co/datasets/gtfintechlab/monetary_authority_of_singapore
Additional Information
This dataset is annotated across three different tasks: Stance Detection, Temporal Classification, and Uncertainty Estimation. The tasks have four, two, and two unique labels, respectively. This dataset contains 1,000 sentences taken from the meeting minutes of the Monetary Authority of Singapore.
Label… See the full description on the dataset page: https://huggingface.co/datasets/gtfintechlab/monetary_authority_of_singapore.open-domain-authority-index
open-domain-authority-index
Domain-level authority metrics over the global Common Crawl link graph,
produced by the openhrefs pipeline. Columns: domain,
open_authority, open_volume, window_id.
Best-effort snapshot, not a maintained service. This is an on-demand
byproduct of the openhrefs pipeline, provided as-is. Run the pipeline
yourself for current or custom data.
Source terms
Derived from Common Crawl and
composite-domain-rating.
Source terms apply; you are… See the full description on the dataset page: https://huggingface.co/datasets/ivan604/open-domain-authority-index.calibrated-authority-index
The Calibrated Authority Index
59 knowledge institutions, coded on how they construct trust in AI.
Version 2026-07-31 · mean Calibrated Authority 9.7/12 · CC-BY-4.0
Nature, JAMA, the BBC, Oxford, UNESCO and dozens more wrote public rules for
generative AI. Read together they reveal one pattern none of them named: they
permit AI where its work can be cheaply checked, and reserve for a human the work
that can't be. This dataset is that pattern, made measurable — each policy
scored… See the full description on the dataset page: https://huggingface.co/datasets/chrishuberreitz/calibrated-authority-index.asia-owid-equal-authority-over-assets-during-marriage
Equal Authority Over Assets During Marriage | Asia (Our World in Data)
🌏 2,484 observations · 46 Asia countries · 1970–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 2,484 observations of Equal Authority Over Assets During Marriage data across 46 Asia countries, spanning 1970–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Equal Authority Over Assets During Marriage… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-equal-authority-over-assets-during-marriage.legal-legal-research-authority-holding-mismatch-risk-v0.1What this dataset does
You receive
research question
proposition asserted
authorities summary
holding support summary
jurisdiction fit
negative history check
quote and pincite check
You decide
coherent
or
incoherent
Daily use
stop mis-citation
stop bad law citations
stop wrong jurisdiction use
reduce partner rewrite cycles
legal-client-instruction-scope-authority-coherence-risk-v0.1What this dataset does
You receive
client objective
scope
authority limits
advice
actions
confirmation status
You decide
coherent
or
incoherent
Daily use
scope creep detection
authority breach detection
confirmation gap detection
negligence risk flag
legal-authority-citation-holding-fit-coherence-v0.1What this dataset does
You receive
proposition
authority extract
holding summary
fit signals
treatment signals
You decide
coherent
or
incoherent
Daily use
citation QC
overstatement detection
wrong jurisdiction detection
negative treatment risk flag
legal-settlement-authority-limit-offer-acceptance-coherence-risk-v0.1What this dataset does
You receive
authority limit
offer
counteroffer
acceptance wording
approval notes
confirmation record
You decide
coherent
or
incoherent
Daily use
authority breach detection
unqualified acceptance detection
approval gap detection
africa-owid-equal-authority-over-assets-during-marriage
Equal Authority Over Assets During Marriage | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: other_unclassified - 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-equal-authority-over-assets-during-marriage.europe-owid-equal-authority-over-assets-during-marriage
Equal Authority Over Assets During Marriage | Europe (Our World in Data)
🇪🇺 2,160 observations · 40 Europe countries · 1970–2023 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 2,160 observations of Equal Authority Over Assets During Marriage data across 40 Europe countries, spanning 1970–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Equal Authority Over Assets During… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-equal-authority-over-assets-during-marriage.africa-mauritius-licences-issued-by-the-tourist-authority-2023-2024-32b923c4
Licences Issued by the Tourist Authority 2023 2024 | Africa (MDPA)
20 rows - 1 Africa country/area - 2023-2024 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 20 rows from MDPA, covering Licences Issued by the Tourist Authority 2023 2024. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Transport… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-licences-issued-by-the-tourist-authority-2023-2024-32b923c4.africa-mauritius-licences-issued-by-the-tourist-authority-2023-2024-d7969568
Licences Issued by the Tourist Authority 2023 2024 | Africa (MDPA)
20 rows - 1 Africa country/area - 2023-2024 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 20 rows from MDPA, covering Licences Issued by the Tourist Authority 2023 2024. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Transport… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-licences-issued-by-the-tourist-authority-2023-2024-d7969568.legal-settlement-authority-instruction-offer-acceptance-coherence-risk-v0.1What this dataset does
You receive
authority record
limits conditions
offer terms
acceptance action
signoff record
mismatch flags
You decide
coherent
or
incoherent
Daily use
authority chain QC
limit breach detection
condition loss detection
dispute prevention
Influence_Without_Authority_Content_1
Influence Without Authority Content 1
This corpus was automatically generated by the Deku Corpus Builder for use in RAG-based AI applications.
Dataset Structure
Each record contains:
text: The content text
source_url: Original source URL
source_title: Title of the source document
source_domain: Domain of the source
license_type: License classification (e.g. public_domain, cc_by, cc_by_sa)
attribution_required: Boolean — True for CC BY / CC BY-SA and other… See the full description on the dataset page: https://huggingface.co/datasets/PhillyMac/Influence_Without_Authority_Content_1.africa-mauritius-budget-data-2017-2018-national-transport-authority-19106165
Budget Data 2017 2018 National Transport Authority | Africa (MDPA)
84 rows - 1 Africa country/area - 2017-2018 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 84 rows from MDPA, covering Budget Data 2017 2018 National Transport Authority. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Economic… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-budget-data-2017-2018-national-transport-authority-19106165.Influence_Without_Authority_Content_2
Influence Without Authority Content 2
This corpus was automatically generated by the Deku Corpus Builder for use in RAG-based AI applications.
Dataset Structure
Each record contains:
text: The content text
source_url: Original source URL
source_title: Title of the source document
source_domain: Domain of the source
license_type: License classification (e.g. public_domain, cc_by, cc_by_sa)
attribution_required: Boolean — True for CC BY / CC BY-SA and other… See the full description on the dataset page: https://huggingface.co/datasets/PhillyMac/Influence_Without_Authority_Content_2.Persuasion_Influence_Without_Authority_Practical
Persuasion Influence Without Authority — Practical
This corpus was automatically generated by the Deku Corpus Builder for use in RAG-based AI applications.
Dataset Structure
Each record contains:
text: The content text
source_url: Original source URL
source_title: Title of the source document
source_domain: Domain of the source
license_type: License classification (e.g. public_domain, cc_by, cc_by_sa)
attribution_required: Boolean — True for CC BY / CC BY-SA and other… See the full description on the dataset page: https://huggingface.co/datasets/PhillyMac/Persuasion_Influence_Without_Authority_Practical.alpaca_Llama-3.1-8B-Instruct_authority_paraphrased_greedyPersuasion_Influence_Without_Authority_Theory
Persuasion Influence Without Authority — Theory
This corpus was automatically generated by the Deku Corpus Builder for use in RAG-based AI applications.
Dataset Structure
Each record contains:
text: The content text
source_url: Original source URL
source_title: Title of the source document
source_domain: Domain of the source
license_type: License classification (e.g. public_domain, cc_by, cc_by_sa)
attribution_required: Boolean — True for CC BY / CC BY-SA and other… See the full description on the dataset page: https://huggingface.co/datasets/PhillyMac/Persuasion_Influence_Without_Authority_Theory.alpaca_Llama-3.1-8B-Instruct_authority_divergence