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-outcomesagent-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.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
synthetic-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.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.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.africa-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.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.asia-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.asia-owid-learning-outcomes-vs-gdp-per-capita
Learning Outcomes Vs Gdp Per Capita | Asia (Our World in Data)
🌏 1,594 observations · 47 Asia countries · 1990–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,594 observations of Learning Outcomes Vs Gdp Per Capita data across 47 Asia 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
Geographic… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-learning-outcomes-vs-gdp-per-capita.nigeria-education-employment-outcomes
Nigeria - Employment Outcomes
Dataset Description
Graduate employment outcomes including job sectors, salaries, and time to employment.
Dataset Information
Country: Nigeria
Dataset Name: employment_outcomes
Total Records: 100,000
Total Columns: 8
File Size: 1.69 MB
Format: Parquet (full data), CSV (sample)
Generated: 2025-10-21T23:16:04.908142
Schema
Column
Data Type
Description
employment_id
object
Employment Id
student_id
object… See the full description on the dataset page: https://huggingface.co/datasets/Ayushihiuh/nigeria-education-employment-outcomes.africa-owid-learning-outcomes
Learning Outcomes | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - 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-owid-learning-outcomes.europe-owid-learning-outcomes
Learning Outcomes | Europe (Our World in Data)
🇪🇺 133 observations · 34 Europe countries · 1995–2023 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 133 observations of Learning Outcomes data across 34 Europe 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
34 Europe countries · top rows shown… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-learning-outcomes.africa-owid-national-average-learning-outcomes-vs-government-expenditure-per-primary-student
National Average Learning Outcomes Vs Government Expenditure Per Primary Student | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-national-average-learning-outcomes-vs-government-expenditure-per-primary-student.gpqa-rethink-outcomes
Stage-3 rethink outcomes
994 attempts in which a 2B model, having already answered a GPQA question wrongly, was asked
again with one of three preambles. The question is whether telling a small model what it got
wrong actually helps.
Three arms, and the control is the point:
arm
what it was given
control
a content-free nudge, "double-check your reasoning carefully at each step"
meta
an 80B model's specific critique of its own flagged reasoning, answer withheld… See the full description on the dataset page: https://huggingface.co/datasets/waqas137/gpqa-rethink-outcomes.pregnancy-outcomes-for-medicaid-and-chip-beneficia
Pregnancy Outcomes for Medicaid and CHIP Beneficiaries ages 15 to 44
Description
This data set includes monthly counts and rates (per 1,000 beneficiaries) of pregnancy outcomes, including (1) live births and (2) miscarriages, stillbirths, and terminations, for female Medicaid and CHIP beneficiaries ages 15 to 44 (as of the first day of the month), by state.
These metrics are based on data in the T-MSIS Analytic Files (TAF). Some states have serious data quality issues… See the full description on the dataset page: https://huggingface.co/datasets/HHS-Official/pregnancy-outcomes-for-medicaid-and-chip-beneficia.asia-owid-average-learning-outcomes-by-total-education-expenditure-per-capita
Average Learning Outcomes By Total Education Expenditure Per Capita | Asia (Our World in Data)
🌏 779 observations · 45 Asia countries · 1990–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 779 observations of Average Learning Outcomes By Total Education Expenditure Per Capita data across 45 Asia countries, spanning 1990–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-average-learning-outcomes-by-total-education-expenditure-per-capita.asia-owid-national-average-learning-outcomes-vs-government-expenditure-per-primary-student
National Average Learning Outcomes Vs Government Expenditure Per Primary Student | Asia (Our World in Data)
🌏 434 observations · 45 Asia countries · 1997–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 434 observations of National Average Learning Outcomes Vs Government Expenditure Per Primary Student data across 45 Asia countries, spanning 1997–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-national-average-learning-outcomes-vs-government-expenditure-per-primary-student.europe-owid-national-average-learning-outcomes-vs-government-expenditure-per-primary-student
National Average Learning Outcomes Vs Government Expenditure Per Primary Student | Europe (Our World in Data)
🇪🇺 646 observations · 40 Europe countries · 1997–2023 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 646 observations of National Average Learning Outcomes Vs Government Expenditure Per Primary Student data across 40 Europe countries, spanning 1997–2023.
About the source
Source: Our World in Data
Publisher: Our… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-national-average-learning-outcomes-vs-government-expenditure-per-primary-student.