datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
self-consistency-correction-exp23-correlation-discrimination
self-consistency-correction — Experiments 2 + 3 (combined)
Paper: Correcting Generator Scores via Self-Consistency §7.3 (correlation) and §7.4 (discrimination).
20 hand-crafted cases with known equivalence classes covering geography, literature, science, history, and pop culture. Each case has a correct equivalence class containing 2-6 surface-form paraphrases plus 2 singleton wrong-answer classes (mix of rare and common string frequencies). Equivalence classes are hardcoded, so… See the full description on the dataset page: https://huggingface.co/datasets/latkes/self-consistency-correction-exp23-correlation-discrimination.clinical-narrative-coherence-outcome-correlation-mapping-v0.1What this dataset tests
Whether narrative coherenceis structurally correlated withclinical outcomes and resilience.
Required outputs
narrative coherence score
outcome alignment score
resilience correlation index
relapse risk modifier
adherence influence signal
narrative–outcome relationship
Use case
Third layer of the Healing Narrative Coherence Corpus.
ai-stock-correlations-2026
Ai Stock Correlations 2026
Part of the LEGION Intelligence dataset collection.
Provider: LEGION Systems
Access: Requires approval — submit request below
Usage
from datasets import load_dataset
dataset = load_dataset("gemmozero/ai-stock-correlations-2026")
API Access
Real-time access via LEGION API:
curl https://api.legion-api.com/incidents
API Docs · Pro Access €29/mo
License
CC BY-NC 4.0 — Research and non-commercial use only.… See the full description on the dataset page: https://huggingface.co/datasets/gemmozero/ai-stock-correlations-2026.europe-owid-correlation-between-child-mortality-and-mean-years-of-schooling-for-those-aged-15-an
Correlation Between Child Mortality And Mean Years Of Schooling For Those Aged 15 And Older | Europe (Our World in Data)
🇪🇺 2,783 observations · 42 Europe countries · 1950–2040 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 2,783 observations of Correlation Between Child Mortality And Mean Years Of Schooling For Those Aged 15 And Older data across 42 Europe countries, spanning 1950–2040.
About the source
Source: Our World… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-correlation-between-child-mortality-and-mean-years-of-schooling-for-those-aged-15-an.red_team_agent_analysis_rl_csvs_diverse1_correlation_summary
red_team_agent_analysis_rl_csvs_diverse1_correlation_summary
This dataset was automatically uploaded from the red-team-agent repository.
Dataset Information
Original file: diverse1_correlation_summary.csv
Source path: /home/ubuntu/red-team-agent/red_team_agent/analysis_rl/csvs/diverse1_correlation_summary.csv
Validation: Valid CSV with 5 rows, 6 columns (0.0MB) - Loaded with strategy 1
Usage
import pandas as pd
from datasets import load_dataset
# Load using… See the full description on the dataset page: https://huggingface.co/datasets/aq1048576/red_team_agent_analysis_rl_csvs_diverse1_correlation_summary.red_team_agent_analysis_rl_csvs_diverse1_pairwise_correlations
red_team_agent_analysis_rl_csvs_diverse1_pairwise_correlations
This dataset was automatically uploaded from the red-team-agent repository.
Dataset Information
Original file: diverse1_pairwise_correlations.csv
Source path: /home/ubuntu/red-team-agent/red_team_agent/analysis_rl/csvs/diverse1_pairwise_correlations.csv
Validation: Valid CSV with 20 rows, 7 columns (0.0MB) - Loaded with strategy 1
Usage
import pandas as pd
from datasets import load_dataset
# Load… See the full description on the dataset page: https://huggingface.co/datasets/aq1048576/red_team_agent_analysis_rl_csvs_diverse1_pairwise_correlations.quadrotor-computational-correlationquadrotor-correlation-datasetafrica-owid-correlation-between-child-mortality-and-mean-years-of-schooling-for-those-aged-15-an
Correlation Between Child Mortality And Mean Years Of Schooling For Those Aged 15 And Older | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-correlation-between-child-mortality-and-mean-years-of-schooling-for-those-aged-15-an.cfn-correlation-v5-datasetasia-owid-correlation-between-child-mortality-and-mean-years-of-schooling-for-those-aged-15-and
Correlation Between Child Mortality And Mean Years Of Schooling For Those Aged 15 And Older | Asia (Our World in Data)
🌏 3,173 observations · 49 Asia countries · 1950–2040 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 3,173 observations of Correlation Between Child Mortality And Mean Years Of Schooling For Those Aged 15 And Older data across 49 Asia countries, spanning 1950–2040.
About the source
Source: Our World in Data… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-correlation-between-child-mortality-and-mean-years-of-schooling-for-those-aged-15-and.pythia.summary.metric.correlations