mandate
Datasets
All datasets matching “mandate”mandate-1-safr-data
Mandate-1 SAFR synthetic semantic contrasts
Fictional research data, not transaction data, customer records, or practitioner-reviewed AML ground truth. These controlled contrasts test semantic relationships in Governance-Envelope-like records: scope, instruction, trace, evidence and reviewed context.
Try the demo · Code · Model · Kaggle mirror
Contents and intended use
Each contrast pairs an exception with a similar-looking resolved/non-exception case. The input… See the full description on the dataset page: https://huggingface.co/datasets/sivasub987/mandate-1-safr-data.state-fertility-insurance-mandates
State insurance mandates for fertility treatment and IVF coverage
Canonical, always-current version: https://referencesource.org/state-fertility-insurance-mandates/
Machine-readable: https://referencesource.org/state-fertility-insurance-mandates/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-17
Stale after: 2027-02-13 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 26
Which US states require… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/state-fertility-insurance-mandates.asia-owid-law-mandate-nondiscrimination-hiring
Law Mandate Nondiscrimination Hiring | 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 Law Mandate Nondiscrimination Hiring 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: Law Mandate Nondiscrimination Hiring… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-law-mandate-nondiscrimination-hiring.africa-worldbank-wbl-legal-framework-pay-the-law-mandates-equal-remuneration-for-work-of-equal-v
WBL: Legal Framework, Pay, The law mandates equal remuneration for work of equal value | Africa (World Bank — Gender Statistics) | Africa (World Bank)
Size category: n<1K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-wbl-legal-framework-pay-the-law-mandates-equal-remuneration-for-work-of-equal-v.africa-who-percentage-of-principal-display-area-mandated-to-be-covered-w3pcfrontc
Africa — WHO GHO: Percentage of principal display area mandated to be covered by health warnings - front of smokeless tobacco packaging | Africa (World Health Organization)
Size category: n<1K - Formats: parquet - Sector: health - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-who-percentage-of-principal-display-area-mandated-to-be-covered-w3pcfrontc.africa-worldbank-wbl-legal-framework-pension-the-law-mandates-equal-survivor-benefits-for-spouse
WBL: Legal Framework, Pension, The law mandates equal survivor benefits for spouses | Africa (World Bank — Gender Statistics) | Africa (World Bank)
Size category: n<1K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-wbl-legal-framework-pension-the-law-mandates-equal-survivor-benefits-for-spouse.