datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
nairobi-tertiary-graduate-employment-outcomes
Nairobi Tertiary Graduate Employment Outcomes
Synthetic graduate-employment data for predicting how a tertiary completion translates into a job.
100% synthetic. No real student or worker records. Every citizen, enrollment, household,
and employment episode in this dataset is synthetic. No real individual's data was used to
produce this release.
What is this?
This dataset contains 13,105 certified completed tertiary-education episodes from a synthetic
Nairobi… See the full description on the dataset page: https://huggingface.co/datasets/stripeddonkey-data/nairobi-tertiary-graduate-employment-outcomes.pokemon-battle-outcomessinglish_speech_corpusagent-coordination-shape-outcomes
Per-Task Agent Coordination Shape Outcomes
What this dataset is
When you orchestrate LLM agents, you choose a coordination shape before running anything: solve with a
single agent, fan out and vote, decompose into parallel subtasks, chain a draft through critique,
or run an orchestrator-workers topology. Which shape is best changes from task to task, but is it predictable
per task?
This dataset is the evidence to answer that. It runs all five shapes on 159 hard… See the full description on the dataset page: https://huggingface.co/datasets/soren19/agent-coordination-shape-outcomes.scientific-question-outcomes
Scientific Question Outcomes
980 astronomy research questions, frozen at five historical cutoffs, each
labelled with what the following five years of literature actually did with
it.
Systems that propose research questions are usually evaluated by asking a
person or a model how good the questions sound. This dataset supplies the
alternative: questions frozen using only pre-cutoff literature, and outcome
labels drawn from the literature published afterwards. It is, to our… See the full description on the dataset page: https://huggingface.co/datasets/huiluckylucky/scientific-question-outcomes.clinical-trial-outcomes-predictions
Clinical Trial Outcomes Prediction Dataset
A dataset of 1,366 binary forecasting questions about clinical trial outcomes, automatically generated and labeled using Lightning Rod Labs' Future-as-Label methodology.
Dataset Description
This dataset contains questions about pharmaceutical clinical trials from 2023-2024, paired with verified outcomes (success/failure). Each question asks whether a specific trial will meet its endpoints, receive FDA approval, or complete by a… See the full description on the dataset page: https://huggingface.co/datasets/3rdSon/clinical-trial-outcomes-predictions.us-training-provider-outcomes-sample
US Training Provider Outcomes (WIOA) sample
A 500-row sample of the RetrainMap US Training Provider Outcomes dataset: 70,088 programs from the U.S. Department of Labor WIOA Eligible Training Provider results (ETA-9171), cleaned into 51 descriptive columns (index_id, program_uuid, provider_ref, state, reporting_state, provider, provider_type, address, city, zip and more) covering provider, program, credential, CIP and O*NET codes, cost, students served/exited/completed… See the full description on the dataset page: https://huggingface.co/datasets/retrainmap/us-training-provider-outcomes-sample.africa-synth-education-learning-outcomes-mapping-nigeria
Nigeria Education - Learning Outcomes Mapping | 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-learning-outcomes-mapping-nigeria.vaers-outcomesThis data set contains VAERS SYMPTOM_TEXT records paired with a list of potential outcomes.
Source Data
Data originates from VAERS. The code including the transformations that generated this dataset is here. The paper describing it is here.
Encoding
The label column now comrpises a single powerset-encoded class.
clinical-trial-outcomes-2020plus
Clinical Trial Outcomes (2020+) with Normalized Endpoints
124,790 normalized endpoints across 14,170 clinical studies that started on or after
2020-01-01 and have posted results on ClinicalTrials.gov.
Snapshot: 2026-09-08. Source: ClinicalTrials.gov API v2 (U.S. National Library of Medicine).
Built with ctgov — the same normalizer, released as an
MIT-licensed package with zero dependencies. So this snapshot is not a dead artifact: you can
re-run it against the live registry, or… See the full description on the dataset page: https://huggingface.co/datasets/GooseWithStories/clinical-trial-outcomes-2020plus.africa-synth-cancer-cancer-surgery-outcomes-africa-comoros
Cancer Surgery Outcomes Africa | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - 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 analyst-oriented context.
What This Dataset Covers
Health datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-cancer-cancer-surgery-outcomes-africa-comoros.surgical-outcomes-perioperative
Surgical Capacity & Perioperative Outcomes (ASOS, SSI, Checklist, Anaesthesia) | Africa (World Health Organization)
Size category: 10K<n<100K - Formats: csv - 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 analyst-oriented context.
What This Dataset Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/surgical-outcomes-perioperative.aaronschlegel_austin-animal-center-shelter-outcomes-and
Austin Animal Center Shelter Outcomes
30,000 shelter animals
Dataset Info
Source: Kaggle
Original Size: 3.24 MB
Kaggle Downloads: 9,138
Files: 2
Files
aac_shelter_cat_outcome_eng.csv
aac_shelter_outcomes.csv
Mirrored from Kaggle
singlish_speech_corpus_1lsynthetic-neonatal-birth-outcomes-vitals-WHO-0-28days
Synthetic Neonatal Birth Outcomes & Vital Signs Dataset (0-28 days) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - 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 This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/synthetic-neonatal-birth-outcomes-vitals-WHO-0-28days.sevra-recovery-outcomes
SEVRA Recovery Outcomes
Intervention outcomes used to train and evaluate SEVRA, the recoverability-aware controller from
Think Again or Think Longer? Selective Verification for Budget-Aware
Reasoning.
Each row pairs a frozen Qwen3-4B base attempt with one post-generation action and records whether
that action repaired an incorrect answer (helpful_fix), damaged a correct answer (harmful_flip),
and how many realized tokens it consumed. Gold answers were used to compute offline… See the full description on the dataset page: https://huggingface.co/datasets/Sajib-006/sevra-recovery-outcomes.prim-sec-outcomes
Dataset Card for Dataset Name
Corpus for token classification of primary and secondary outcomes in scientific articles sentences, in BIO format.
Dataset Details
Dataset Description
Filtered the EBM-NLP corpus Outcomes subset and did the following processing:
split examples into sentences and get the entities for each sentence
verify in each sentences mentions of primary and secondary outcomes using regular expression (with synonyms)
tagged all outcomes… See the full description on the dataset page: https://huggingface.co/datasets/laiking/prim-sec-outcomes.africa-synth-neonatal-birth-outcomes-comoros
Synthetic Neonatal Birth Outcomes & Vital Signs Dataset (0-28 days) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - 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 This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-neonatal-birth-outcomes-comoros.robot-reel-paired-outcomes
Robot Reel: see what a net score hides
30 recorded simulated trials, 20 reference/condition pairs, one task.
This is a small evaluation-results dataset, not robot training data, an official
LIBERO benchmark, or a general robustness score. The test splits hold the
complete pilot results; no training split or train/test partition is claimed.
Open the interactive replay
to inspect the original camera observations, controls and measured trajectories.
Collection and… See the full description on the dataset page: https://huggingface.co/datasets/glayguo/robot-reel-paired-outcomes.gfjd-outcomes-evidence
GFJD Outcomes Evidence
Registry status
Registry ID: edithatogo/gfjd-outcomes-evidence
Family: gfjd
Repository role: outcomes_evidence
Canonical dataset: edithatogo/gfjd-source-catalogue
Operational status: reserved_empty_private
Rights status: no_payload_published
Authoritative catalog: edithatogo/dataset-estate-registry
Origin and provenance
Origin repository: unresolved; no origin has been inferred.
Upstream source: Origin not yet evidenced.… See the full description on the dataset page: https://huggingface.co/datasets/edithatogo/gfjd-outcomes-evidence.africa-synth-education-quality-learning-outcomes-comoros
Africa Synth Education Quality Learning Outcomes Comoros | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - 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-quality-learning-outcomes-comoros.singlish_speech_corpus_25kafrica-synth-education-academic-outcomes-nigeria
Nigeria Education - Academic Outcomes | 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
Education… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-education-academic-outcomes-nigeria.ssa-breast-surgical-outcomes
SSA Breast Surgical Outcomes Dataset (Women, Multi-ancestry) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - 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 analyst-oriented context.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/ssa-breast-surgical-outcomes.child-welfare-outcomes-institutional-vs-homebased
Child Welfare Outcomes: Institutional Care vs Home-Based Professional Nearness (HBPN)
🎯 Overview
Synthetic longitudinal dataset comparing child welfare outcomes between institutional/residential care and home-based professional nearness (HBPN) — a family-based intervention model where trained professionals provide intensive support within a home setting.
This dataset preserves the well-documented "twice the success rate" finding from decades of child welfare research:… See the full description on the dataset page: https://huggingface.co/datasets/greenadntan/child-welfare-outcomes-institutional-vs-homebased.africa-synth-education-employment-outcomes-nigeria
Nigeria Education - Employment Outcomes | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - 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 This Dataset Covers
Public… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-education-employment-outcomes-nigeria.africa-owid-learning-outcomes-vs-gdp-per-capita
Learning Outcomes Vs Gdp Per Capita | 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 This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-learning-outcomes-vs-gdp-per-capita.europe-owid-learning-outcomes-vs-gdp-per-capita
Learning Outcomes Vs Gdp Per Capita | Europe (Our World in Data)
🇪🇺 1,415 observations · 41 Europe countries · 1990–2024 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 1,415 observations of Learning Outcomes Vs Gdp Per Capita data across 41 Europe countries, spanning 1990–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Learning Outcomes Vs Gdp Per Capita… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-learning-outcomes-vs-gdp-per-capita.singlish_speech_corpus_12kasia-owid-learning-outcomes
Learning Outcomes | Asia (Our World in Data)
🌏 91 observations · 29 Asia countries · 1995–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 91 observations of Learning Outcomes data across 29 Asia countries, spanning 1995–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Learning Outcomes
Geographic coverage
29 Asia countries · top rows shown below, sorted… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-learning-outcomes.