datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
marginal-fidelity-survey-eval
Synthetic Survey Evaluation: Marginal Fidelity and Response Contracts
Matching survey averages does not establish that an AI persona simulates an individual. This small, reproducible evaluation release accompanies Alexander Doudkin's arXiv:2609.07305v1, Marginal Fidelity Does Not Establish User Simulation in Demographic Synthetic Survey Panels: Response Contracts, Support Collapse and Conditioning Failure.
Read the practical walkthrough: Do AI Personas Simulate People—or Just… See the full description on the dataset page: https://huggingface.co/datasets/getminds/marginal-fidelity-survey-eval.africa-synth-energy-oilgas-marginal-fields-nigeria
Africa Synth Energy Oilgas Marginal Fields Nigeria | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: csv - Sector: energy - 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 datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-energy-oilgas-marginal-fields-nigeria.clinical-instability-margin-sepsis-v1
Clinical Instability Margin Sepsis Detection
Overview
This dataset tests whether a model can detect when a clinical system is approaching the instability boundary.
In complex physiological systems, collapse rarely occurs suddenly. Instead the system gradually moves closer to a critical boundary where small disturbances can trigger rapid deterioration.
The goal is to determine whether the system is still safely inside the stability region or is approaching the instability… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-instability-margin-sepsis-v1.treasury-collateral-margin-coherence-risk-v0.1What this repo is for
Detect margin-call driven liquidity crises early.
Focus
volatility vs collateral level
margin call speed vs liquidity
disputes that block collateral movement
over-collateralization as liquidity drag
Why it matters
Many “sudden” treasury failures begin as collateral coherence decay.
clinical-quad-pvalue-margin-secondary-endpoints-language-publication-pressure-spin-event-v0.1What this repo does
This dataset models statistical spin formation in clinical trial narratives. It predicts when the interaction between weak p-value margin, many secondary endpoints, high language intensity, and publication pressure indicates a high probability of a spin event where the narrative frames a weak result as strong.
Core quad
pvalue_margin_index
secondary_endpoint_count
language_intensity_index
publication_pressure_index
Prediction target
label_spin_event
Row structure
Each row… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-pvalue-margin-secondary-endpoints-language-publication-pressure-spin-event-v0.1.power-grid-reserve-margin-coherence-risk-v0.1What this repo is for
Detect reserve shortfall before blackout risk rises.
Focus
reserve margin
ramp capacity
forecast error
contingency readiness
Why it matters
Blackouts rarely start at zero supply.
They start when reserves vanish.