public-sector
africa-world-bank-governance-public-sector-time-series
Africa World Bank Governance and Public Sector Labeled Time Series Data
This repository is part of the Africa Temporal Intelligence Corpus (ATIC). It contains sector-specific temporal corpus packages for African countries.
ATIC sector repositories are designed for machine consumption first: Parquet tables, stable IDs, reproducible metadata, explicit provenance, review status, and separable semantic layers.
Sector Scope
Temporal governance, fragility, conflict, and… See the full description on the dataset page: https://huggingface.co/datasets/africatic/africa-world-bank-governance-public-sector-time-series.us-government-nonprofit-public-sector-layoffs-warn-act-notices-daily
US government, non-profit and public-sector layoffs — the actual WARN Act filings, rebuilt every day
Last rebuilt: 2026-09-24. 715 layoff and closure notices filed by
non-profits and charities (YMCAs, Catholic Charities, Planned Parenthood, Salvation Army, Goodwill, Job Corps operators), social-service agencies, religious organisations, membership associations and unions, government contractors, and the cities, counties, authorities and agencies whose filings a state chose to… See the full description on the dataset page: https://huggingface.co/datasets/APProjects/us-government-nonprofit-public-sector-layoffs-warn-act-notices-daily.asia-public-sector-world-bank-public-sector-indicators-for
China - Public Sector
Publisher: World Bank Group · Source: HDX · License: cc-by · Updated: 2026-04-27
Abstract
Contains data from the World Bank's data portal. There is also a consolidated country dataset on HDX.
Effective governments improve people's standard of living by ensuring access to essential services – health, education, water and sanitation, electricity, transport – and the opportunity to live and work in peace and security. Data here includes World Bank… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-public-sector-world-bank-public-sector-indicators-for.german-public-sector-c_dbr
Dataset Card for public_sector_c_dbr_QA
Dataset Summary
public_sector_c_dbr_QA is a German-language QA dataset for public-sector and legal-administrative content. The dataset includes question, answer, source context, and LLM-as-a-judge quality metadata.
Dataset Files
Main file: public_sector_c_dbr_QA.jsonl
Base evaluated file: c_dbr_evaluated_top_20_percent.jsonl
Suggested split mapping: train only
Record Counts… See the full description on the dataset page: https://huggingface.co/datasets/Anirbanbhk/german-public-sector-c_dbr.german-public-sector
Dataset Card for public_sector_QA
Dataset Summary
public_sector_QA is a German-language question answering dataset focused on public sector and administrative-domain content. The file contains curated QA samples with source context and LLM-as-a-judge evaluation metadata.
This dataset was created from top-20-percent filtered outputs of three evaluated source files:
anlage-5-handbuch-offene-verwaltungsdaten_1_evaluated_top_20_percent.jsonl… See the full description on the dataset page: https://huggingface.co/datasets/Anirbanbhk/german-public-sector.africa-equatorial-guinea-equatorial-guinea-public-sector-4a1be44d
Equatorial Guinea - Public Sector | Africa (Equatorial Guinea official open data)
877 rows - 1 Africa country - 1978-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Equatorial Guinea as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Equatorial Guinea - Public Sector… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-equatorial-guinea-equatorial-guinea-public-sector-4a1be44d.