datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
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.medicaid-provider-spending
Medicaid Provider Spending
This dataset contains provider-level Medicaid spending data aggregated from outpatient and professional claims with valid HCPCS codes, covering January 2018 through December 2024. It provides insights into how Medicaid dollars are distributed across providers and procedures nationwide.
Provider details (name, address, taxonomy) are sourced from the NPPES NPI Registry (February 2026 dissemination).
Data Description
Attribute
Value… See the full description on the dataset page: https://huggingface.co/datasets/cfahlgren1/medicaid-provider-spending.software_slackspython_slackspending-archive
SomaliScan: US Government Spending Archive (2003–2026)
A unified, public-domain archive of US government spending, campaign
finance, lobbying, and federal employment data — aggregated from public
records into a single queryable corpus.
60 tables · ~696M rows · ~37 GB compressed Parquet · CC0 1.0
Quickstart
Every table is Apache Parquet. The fastest way to use this dataset is
DuckDB — install it once, then query directly
from this dataset without downloading… See the full description on the dataset page: https://huggingface.co/datasets/somaliscan/spending-archive.wenetspeech-subset-Ssamsum_reformatdialogsum_reformatasia-owid-military-spending-sipri
Military Spending Sipri | Asia (Our World in Data)
🌏 2,034 observations · 44 Asia countries · 1951–2025 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 2,034 observations of Military Spending Sipri data across 44 Asia countries, spanning 1951–2025.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Military Spending Sipri
Geographic coverage
44 Asia countries · top… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-military-spending-sipri.Medicaid-Provider-Spending
Medicaid Provider Spending
This dataset packages:
the raw Medicaid Provider Spending dataset (as published on HHS Open Data), and
the derived identifier-resolution artifacts produced by this repository when extracting and resolving the unique NPIs and HCPCS/CPT codes found in the raw spending data.
Source Data
Medicaid Provider Spending (public dataset published by HHS/Open Data): opendata.hhs.gov/datasets/medicaid-provider-spending
CMS NPPES bulk dissemination files +… See the full description on the dataset page: https://huggingface.co/datasets/mkieffer/Medicaid-Provider-Spending.asia-owid-military-spending-gmsd
Military Spending Gmsd | Asia (Our World in Data)
🌏 3,526 observations · 48 Asia countries · 1816–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 3,526 observations of Military Spending Gmsd data across 48 Asia countries, spanning 1816–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Military Spending Gmsd
Geographic coverage
48 Asia countries · top… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-military-spending-gmsd.spender_I_flow_embeddingsautocorrelation-spend-time-300s-v13-hyperparams-16-combos-vary-neurope-owid-military-spending-sipri
Military Spending Sipri | Europe (Our World in Data)
🇪🇺 2,080 observations · 39 Europe countries · 1949–2025 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 2,080 observations of Military Spending Sipri data across 39 Europe countries, spanning 1949–2025.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Military Spending Sipri
Geographic coverage
39 Europe… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-military-spending-sipri.autocorrelation-spend-time-300s-v13-hyperparams-16-combos-8-coresafrica-owid-military-spending-sipri
Military Spending Sipri | 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-military-spending-sipri.autocorrelation-spend-time-300s-v13-hyperparams-16-combosautocorrelation-spend-time-300s-v13-hyperparams-4-combos-4-coresosaa-metrics
OSAA Metrics
A tidy "One Big Table" of country-year development indicators from the World Bank and UNESCO, paired with a per-indicator metadata table that includes BGE-M3 semantic embeddings for natural-language indicator search.
Built and maintained by Mirian Lima (github.com/mirianlima/osaa-metrics) for the UN Office of the Special Adviser on Africa (OSAA). The companion osaa-metrics Python package consumes this dataset directly via DuckDB's httpfs extension and exposes it through… See the full description on the dataset page: https://huggingface.co/datasets/spencerlima/osaa-metrics.legal-costs-budget-spend-approval-coherence-risk-v0.1What this dataset does
You receive
costs budget
phase plan
spend to date
variance analysis
client approval record
budget rules summary
red flags
You decide
coherent
or
incoherent
Daily use
stop runaway costs
reduce fee disputes
strengthen budget governance
improve variation discipline
asia-unsdg-proportion-of-total-government-spending-on-essential-se-sg-xpd-educasia-owid-female-labor-force-participation-rates-by-family-benefits-public-spending
Female Labor Force Participation Rates By Family Benefits Public Spending | Asia (Our World in Data)
🌏 1,743 observations · 48 Asia countries · 1980–2025 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,743 observations of Female Labor Force Participation Rates By Family Benefits Public Spending data across 48 Asia countries, spanning 1980–2025.
About the source
Source: Our World in Data
Publisher: Our World in Data
License:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-female-labor-force-participation-rates-by-family-benefits-public-spending.africa-unsdg-proportion-of-total-government-spending-on-essential-se-sg-xpd-prot
Africa Unsdg Proportion of Total Government Spending On Essential Se Sg Xpd Prot | Africa (Electric Sheep Africa metadata inventory)
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 context.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-unsdg-proportion-of-total-government-spending-on-essential-se-sg-xpd-prot.asia-owid-military-spending-as-a-share-of-gdp-gmsd
Military Spending As A Share Of Gdp Gmsd | Asia (Our World in Data)
🌏 3,375 observations · 48 Asia countries · 1816–2019 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 3,375 observations of Military Spending As A Share Of Gdp Gmsd data across 48 Asia countries, spanning 1816–2019.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Military Spending As A Share Of Gdp Gmsd… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-military-spending-as-a-share-of-gdp-gmsd.samsum_by_sentenceafrica-owid-military-spending-as-a-share-of-gdp-sipri
Military Spending As A Share Of Gdp Sipri | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: economics_finance - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-military-spending-as-a-share-of-gdp-sipri.asia-owid-military-spending-as-a-share-of-gdp-sipri
Military Spending As A Share Of Gdp Sipri | Asia (Our World in Data)
🌏 2,106 observations · 45 Asia countries · 1951–2025 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 2,106 observations of Military Spending As A Share Of Gdp Sipri data across 45 Asia countries, spanning 1951–2025.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Military Spending As A Share Of Gdp Sipri… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-military-spending-as-a-share-of-gdp-sipri.spender-I-vf-1medicaid-provider-spending
Medicaid Provider Spending
This dataset contains provider-level Medicaid spending data aggregated from outpatient and professional claims with valid HCPCS codes, covering January 2018 through December 2024. It provides insights into how Medicaid dollars are distributed across providers and procedures nationwide.
Provider details (name, address, taxonomy) are sourced from the NPPES NPI Registry (February 2026 dissemination).
Data Description
Attribute
Value… See the full description on the dataset page: https://huggingface.co/datasets/Robelggg/medicaid-provider-spending.asia-owid-military-expenditure-as-a-share-of-government-spending
Military Expenditure As A Share Of Government Spending | Asia (Our World in Data)
🌏 1,300 observations · 45 Asia countries · 1988–2025 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,300 observations of Military Expenditure As A Share Of Government Spending data across 45 Asia countries, spanning 1988–2025.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Military Expenditure… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-military-expenditure-as-a-share-of-government-spending.