datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
nairobi-longitudinal-healthcare-utilization
Nairobi Longitudinal Healthcare Utilization
Synthetic longitudinal population data for predicting healthcare use across time.
100% synthetic. No real patient records. Every resident, household, insurance record,
employment state, education history, encounter, diagnosis, prescription, condition, and
healthcare outcome in this release is synthetic. No real individual's data was used to produce it.
What is this?
This dataset is a balanced longitudinal… See the full description on the dataset page: https://huggingface.co/datasets/stripeddonkey-data/nairobi-longitudinal-healthcare-utilization.africa-supply-utilization-accounts-2010-export-quantity
Supply Utilization Accounts (2010-) — Export quantity | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet - Sector: agriculture_food - 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-supply-utilization-accounts-2010-export-quantity.africa-supply-utilization-accounts-2010-food-supply-quantity-tonnes
Supply Utilization Accounts (2010-) — Food supply quantity (tonnes) | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: agriculture_food - 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-supply-utilization-accounts-2010-food-supply-quantity-tonnes.asia-faostat-availability-based-on-supply-utilization-accounts-sua
Availability (based on supply utilization accounts) — Asia
Source: FAOSTAT — Availability (based on supply utilization accounts)
Domain code: SUA
Publisher: Food and Agriculture Organization of the United Nations (FAO)
Coverage: 42 Asian countries · 2010–2023 · 170,296 rows
Items: 0 · Elements: 1
About
FAOSTAT is the world's largest and most comprehensive statistical database on food, agriculture, fisheries,
forestry, and rural development. This dataset contains the… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-faostat-availability-based-on-supply-utilization-accounts-sua.africa-synth-education-infrastructure-utilization-nigeria
Nigeria Education - Infrastructure Utilization | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: education - 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 Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-education-infrastructure-utilization-nigeria.africa-supply-utilization-accounts-2010-fat-supply-quantity-g-capita-day
Supply Utilization Accounts (2010-) — Fat supply quantity (g/capita/day) | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: agriculture_food - 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-supply-utilization-accounts-2010-fat-supply-quantity-g-capita-day.africa-supply-utilization-accounts-2010-production
Supply Utilization Accounts (2010-) — Production | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet - Sector: agriculture_food - 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-supply-utilization-accounts-2010-production.africa-supply-utilization-accounts-2010-total-population-both-sexes
Supply Utilization Accounts (2010-) — Total Population - Both sexes | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: agriculture_food - 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-supply-utilization-accounts-2010-total-population-both-sexes.africa-supply-utilization-accounts-2010-food-supply-quantity-g-capita-day
Supply Utilization Accounts (2010-) — Food supply quantity (g/capita/day) | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: agriculture_food - 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-supply-utilization-accounts-2010-food-supply-quantity-g-capita-day.Agricultural-Water-Resource-Utilization-Monitoring-Dataset
Agricultural Water Resource Utilization Monitoring Dataset
The current agricultural sector faces many challenges in water resource management, such as water scarcity and severe wastage, with traditional monitoring methods being inefficient and unable to meet the demands of agricultural production. Existing solutions often rely on manual monitoring and lack real-time, accurate data support, leading to insufficient decision-making basis. This dataset aims to support intelligent… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Agricultural-Water-Resource-Utilization-Monitoring-Dataset.africa-supply-utilization-accounts-2010-feed
Supply Utilization Accounts (2010-) — Feed | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet - Sector: agriculture_food - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-supply-utilization-accounts-2010-feed.africa-supply-utilization-accounts-2010-food-supply-kcal-capita-day
Supply Utilization Accounts (2010-) — Food supply (kcal/capita/day) | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: agriculture_food - 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-supply-utilization-accounts-2010-food-supply-kcal-capita-day.synthetic_cpu_utilization
AML4CPU: Implementation of Adaptive Machine Learning for Resource-Constrained Environments
Dataset for the paper Adaptive Machine Learning for Resource-Constrained Environments presented at DELTA 2024, ACM SIGKDD KDD 2024, Barcelona, Spain.
📄 Paper: View on Lecture Notes in Computer Science - LNCS
📄 Paper-Conference: Adaptive Machine Learning for Resource-Constrained Environments
🤗 Dataset on HuggingFace: adaptive_cpu_utilisation_dataset
🤗 Models on HuggingFace:… See the full description on the dataset page: https://huggingface.co/datasets/ICOS-AI/synthetic_cpu_utilization.africa-faostat-supply-utilization-accounts-2010-scl
Supply Utilization Accounts (2010-) — Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1M<n<10M - Formats: parquet - Sector: agriculture_food - 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-faostat-supply-utilization-accounts-2010-scl.africa-supply-utilization-accounts-2010-import-quantity
Supply Utilization Accounts (2010-) — Import quantity | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: agriculture_food - 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-supply-utilization-accounts-2010-import-quantity.africa-supply-utilization-accounts-2010-residuals
Supply Utilization Accounts (2010-) — Residuals | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: agriculture_food - 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-supply-utilization-accounts-2010-residuals.africa-supply-utilization-accounts-2010-loss
Supply Utilization Accounts (2010-) — Loss | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet - Sector: agriculture_food - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-supply-utilization-accounts-2010-loss.africa-supply-utilization-accounts-2010-opening-stocks
Supply Utilization Accounts (2010-) — Opening stocks | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: agriculture_food - 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-supply-utilization-accounts-2010-opening-stocks.africa-supply-utilization-accounts-2010-other-uses-non-food
Supply Utilization Accounts (2010-) — Other uses (non-food) | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet - Sector: agriculture_food - 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-supply-utilization-accounts-2010-other-uses-non-food.amis-agri-utilization
AMIS Utilization Commodity Relevance Dataset
This dataset contains chunk-level text examples for training and evaluating a
binary utilization relevance classifier for agricultural commodity news. The examples
come from AMIS news articles that were split into text chunks and labelled for
utilization relevance.
The thematic scope covers: production, trade, utilisation, and stocks.
Labels
0: not primarily Utilization-relevant across production, trade, utilisation… See the full description on the dataset page: https://huggingface.co/datasets/faodl/amis-agri-utilization.africa-supply-utilization-accounts-2010-seed
Supply Utilization Accounts (2010-) — Seed | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: agriculture_food - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-supply-utilization-accounts-2010-seed.africa-faostat-availability-based-on-supply-utilization-accounts-sua
Availability (based on supply utilization accounts) — Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: agriculture_food - 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-faostat-availability-based-on-supply-utilization-accounts-sua.africa-supply-utilization-accounts-2010-processed
Supply Utilization Accounts (2010-) — Processed | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet - Sector: agriculture_food - 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-supply-utilization-accounts-2010-processed.state-drug-utilization-data-2024
State Drug Utilization Data 2024
Description
Drug utilization data are reported by states for covered outpatient drugs that are paid for by state Medicaid agencies since the start of the Medicaid Drug Rebate Program. The data includes state, drug name, National Drug Code, number of prescriptions and dollars reimbursed. Data descriptions are available on Medicaid.gov:… See the full description on the dataset page: https://huggingface.co/datasets/HHS-Official/state-drug-utilization-data-2024.africa-supply-utilization-accounts-2010-protein-supply-quantity-g-capita-day
Supply Utilization Accounts (2010-) — Protein supply quantity (g/capita/day) | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: agriculture_food - 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-supply-utilization-accounts-2010-protein-supply-quantity-g-capita-day.asia-faostat-supply-utilization-accounts-2010-scl
Supply Utilization Accounts (2010-) — Asia
Source: FAOSTAT — Supply Utilization Accounts (2010-)
Domain code: SCL
Publisher: Food and Agriculture Organization of the United Nations (FAO)
Coverage: 42 Asian countries · 2010–2023 · 2,048,841 rows
Items: 474 · Elements: 21
About
FAOSTAT is the world's largest and most comprehensive statistical database on food, agriculture, fisheries,
forestry, and rural development. This dataset contains the Supply Utilization Accounts… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-faostat-supply-utilization-accounts-2010-scl.africa-supply-utilization-accounts-2010-fats-year
Supply Utilization Accounts (2010-) — Fats/Year | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: agriculture_food - 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-supply-utilization-accounts-2010-fats-year.africa-supply-utilization-accounts-2010-stock-variation
Supply Utilization Accounts (2010-) — Stock Variation | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: agriculture_food - 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-supply-utilization-accounts-2010-stock-variation.africa-supply-utilization-accounts-2010-tourist-consumption
Supply Utilization Accounts (2010-) — Tourist consumption | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet - Sector: agriculture_food - 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-supply-utilization-accounts-2010-tourist-consumption.africa-uganda-practical-capacity-and-capacity-utilization-by-nswc-2017-2-dc929beb
Practical Capacity and Capacity Utilization by Nswc 2017 2 | Africa (Uganda Bureau of Statistics)
52 rows - 1 Africa country/area - 2017-2022 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 52 rows from Uganda Bureau of Statistics, covering Practical Capacity and Capacity Utilization by Nswc 2017 2. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-uganda-practical-capacity-and-capacity-utilization-by-nswc-2017-2-dc929beb.