datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
gspc-affect
GSPC — affect bank (AffectBench)
Council of AI measurement bank. Measurement, not certification.
Bank. Frozen split. Live n is the matching axis on GET https://councilof.ai/api/gspc, not a Hub score. Not a certificate. Art 50 (EUR-Lex): 2 August 2026 live; marking grace 2 December 2026.
Live measurement. This bank stands behind the affect row of the live GSPC board: GET https://councilof.ai/api/gspc?axis=affect (family, kind, status and n are on that row, never typed here; the… See the full description on the dataset page: https://huggingface.co/datasets/csoai/gspc-affect.vocal-affect-bench
VocalAffectBench
VocalAffectBench is a test-only benchmark for evaluating whether AI audio models can identify expressed vocal emotion from raw audio.
Paper: VocalAffectBench: Evaluating Vocal Emotion Recognition in AI Audio Models
The benchmark targets the expressed emotion — what the speaker conveys through vocal tone, prosody, pace, intensity, and pauses — not inferred internal state.
Contents
280 human-recorded English WAV clips, totalling 2.32 hours.
7… See the full description on the dataset page: https://huggingface.co/datasets/besimple-ai/vocal-affect-bench.llm-affect-lab
LLM Affect Lab
This dataset contains the API-level results for LLM Affect Lab, a study of functional affect signatures in language model behavior.
Functional Affect Score (FAS) is a 0-1 behavioral proxy. It combines generated-token confidence, enthusiastic language, consistency across repeated samples, forced self-report computed from digit top-logprob probabilities, and length control. The goal is not to claim that models feel emotions; the goal is to measure whether different… See the full description on the dataset page: https://huggingface.co/datasets/kishan51/llm-affect-lab.affect_of_removing_misalligned_examples-eval_resultsPoliStance_AffectDataset for training an entailment classifier to recognize approval/disapproval of politicians.
Documents are Tweets from Kawintiranon (2022), the MTSD dataset, as well as Tweets and sentences taken weekly newsletters for select politicians from the 115th, 116th, and 117th congress.
Documents are triple coded -- once from the original compilers of the dataset, once from GPT-4, and a third time to adjudicate discrepancies between the two.
Twitter handles from politicians in the dataset have… See the full description on the dataset page: https://huggingface.co/datasets/mlburnham/PoliStance_Affect.affect_of_removing_misalligned_examples-conservative_qual_removedaipsy-affect
AIPsy-Affect
Clinical affect stimuli for mechanistic interpretability research.
480 keyword-free clinical vignettes designed to study how language models process emotional content — without the confound that has compromised every prior emotion dataset.
The core problem: existing emotion datasets contain the emotion words being tested. A stimulus labeled "anger" that contains the word "furious" doesn't test emotion processing — it tests keyword detection. Every mechanistic… See the full description on the dataset page: https://huggingface.co/datasets/keidolabs/aipsy-affect.PoliStance_Affect_QTThis dataset contains quote tweets that have been hand labeled for stance towards a politician. Quote tweets are a particularly challenging classification task because they contain multiple (often contradictory) expressions from multiple authors.
Twitter handles from politicians in the dataset have been replaced by their name. Be aware that "rt @realdonaldtrump You're a liar!" has been replaced with "rt trump You're a liar!",
And means the author is retweeting Trump calling someone else a liar… See the full description on the dataset page: https://huggingface.co/datasets/mlburnham/PoliStance_Affect_QT.africa-owid-affected-by-disasters-vs-gdp
Affected By Disasters Vs Gdp | 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 Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-affected-by-disasters-vs-gdp.africa-somalia-somalia-drought-affected-populations-d2ac2ac8
Somalia Drought Affected Populations | Africa (OCHA Somalia)
74 rows - 1 Africa country/area - 2022 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 74 rows from OCHA Somalia, covering Somalia Drought Affected Populations. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Agriculture datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-somalia-somalia-drought-affected-populations-d2ac2ac8.africa-libya-conflict-incidents-affecting-children-and-children-related-5e7e1b0a
Conflict Incidents Affecting Children and Children-Related Services Incident Data | Africa (Libya official open data)
625 rows - 1 Africa country - 2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Libya as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Conflict… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-libya-conflict-incidents-affecting-children-and-children-related-5e7e1b0a.africa-conflict-related-incidents-affecting-water-systems
Conflict-Related Incidents Affecting Water Systems | Africa (original)
Size category: n<1K - Formats: parquet - Sector: governance_security - 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 help analysts… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-conflict-related-incidents-affecting-water-systems.asia-owid-affected-by-disasters-vs-gdp
Affected By Disasters Vs Gdp | Asia (Our World in Data)
🌏 1,210 observations · 49 Asia countries · 2000–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,210 observations of Affected By Disasters Vs Gdp data across 49 Asia countries, spanning 2000–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Affected By Disasters Vs Gdp
Geographic coverage
49 Asia… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-affected-by-disasters-vs-gdp.africa-drc-conflict-incidents-affecting-children-and-children-related-f56ffbd9
Conflict Incidents Affecting Children and Children-Related Services Incident Data | Africa (DRC official open data)
202 rows - 1 Africa country - 2016-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Conflict… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-conflict-incidents-affecting-children-and-children-related-f56ffbd9.africa-mali-conflict-incidents-affecting-children-and-children-related-f56ffbd9
Conflict Incidents Affecting Children and Children-Related Services Incident Data | Africa (Mali official open data)
202 rows - 1 Africa country - 2016-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Mali as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Conflict… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mali-conflict-incidents-affecting-children-and-children-related-f56ffbd9.africa-drc-conflict-incidents-affecting-children-and-children-related-5e7e1b0a
Conflict Incidents Affecting Children and Children-Related Services Incident Data | Africa (DRC official open data)
625 rows - 1 Africa country - 2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Conflict… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-conflict-incidents-affecting-children-and-children-related-5e7e1b0a.africa-libya-conflict-incidents-affecting-children-and-children-related-50fac6a4
Conflict Incidents Affecting Children and Children-Related Services Incident Data | Africa (Libya official open data)
4,381 rows - 1 Africa country - 2024-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Libya as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-libya-conflict-incidents-affecting-children-and-children-related-50fac6a4.africa-nigeria-food-insecurity-in-conflict-affected-regions-in-nigeria-20-1008af72
Food Insecurity in Conflict Affected Regions in Nigeria 20 | Africa (National Bureau of Statistics (NBS), The World Bank)
5,538 rows - 1 Africa country/area - 2017 - 9 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 5,538 rows from National Bureau of Statistics (NBS), The World Bank, covering Food Insecurity in Conflict Affected Regions in Nigeria 20. It is published as ML-ready Parquet with consistent Hugging Face metadata… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-food-insecurity-in-conflict-affected-regions-in-nigeria-20-1008af72.africa-drc-conflict-incidents-affecting-children-and-children-related-50fac6a4
Conflict Incidents Affecting Children and Children-Related Services Incident Data | Africa (DRC official open data)
4,381 rows - 1 Africa country - 2024-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Conflict… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-conflict-incidents-affecting-children-and-children-related-50fac6a4.africa-explosive-weapons-use-affecting-aid-access-education-and-healthcare-services
Explosive Weapons Monitor Data by Insecurity Insight | Africa (original)
Size category: 10K<n<100K - Formats: parquet - Sector: governance_security - 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 help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-explosive-weapons-use-affecting-aid-access-education-and-healthcare-services.africa-mauritius-residential-amp-partly-residential-buildings-ever-affected-72bcef07
Residential Amp Partly Residential Buildings Ever Affected | Africa (MDPA)
187 rows - 1 Africa country/area - 2022 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 187 rows from MDPA, covering Residential Amp Partly Residential Buildings Ever Affected. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-residential-amp-partly-residential-buildings-ever-affected-72bcef07.africa-mauritius-residential-amp-partly-residential-buildings-ever-affected-1acc2582
Residential Amp Partly Residential Buildings Ever Affected | Africa (MDPA)
214 rows - 1 Africa country/area - 2022 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 214 rows from MDPA, covering Residential Amp Partly Residential Buildings Ever Affected. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-residential-amp-partly-residential-buildings-ever-affected-1acc2582.africa-mali-conflict-incidents-affecting-children-and-children-related-50fac6a4
Conflict Incidents Affecting Children and Children-Related Services Incident Data | Africa (Mali official open data)
4,381 rows - 1 Africa country - 2024-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Mali as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Conflict… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mali-conflict-incidents-affecting-children-and-children-related-50fac6a4.asia-displacement-iraq-affected-persons-locations-0-0-0-0
Iraq - Affected Persons Locations (DTM) 7 August 2014
Publisher: OCHA Iraq (inactive) · Source: HDX · License: hdx-other · Updated: 2023-05-02
Abstract
IOM IRAQ Displacement Tracking Matrix (DTM) 7 August 2014. Between January 2014 and 7 August, IOM has identified and confirmed the location of 1,056,900 IDP's displaced by conflict and insecurity across Iraq.IOM continues to monitor and track the situation in order to verify the numbers of the displaced population.
Each… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-displacement-iraq-affected-persons-locations-0-0-0-0.europe-owid-affected-by-disasters-vs-gdp
Affected By Disasters Vs Gdp | Europe (Our World in Data)
🇪🇺 1,024 observations · 41 Europe countries · 2000–2024 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 1,024 observations of Affected By Disasters Vs Gdp data across 41 Europe countries, spanning 2000–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Affected By Disasters Vs Gdp
Geographic coverage… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-affected-by-disasters-vs-gdp.africa-south-sudan-conflict-incidents-affecting-children-and-children-related-50fac6a4
Conflict Incidents Affecting Children and Children Related | Africa (Insecurity Insight)
4,381 rows - 1 Africa country/area - 2024-2026 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 4,381 rows from Insecurity Insight, covering Conflict Incidents Affecting Children and Children Related. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-sudan-conflict-incidents-affecting-children-and-children-related-50fac6a4.africa-libya-conflict-incidents-affecting-children-and-children-related-f56ffbd9
Conflict Incidents Affecting Children and Children-Related Services Incident Data | Africa (Libya official open data)
202 rows - 1 Africa country - 2016-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Libya as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Conflict… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-libya-conflict-incidents-affecting-children-and-children-related-f56ffbd9.africa-sudan-sudan-flood-affected-people-from-2013-to-2020-802bfca1
Sudan - Flood Affected People from 2013 to 2020 | Africa (Sudan official open data)
134 rows - 1 Africa country - 2013-2020 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Sudan as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Sudan - Flood Affected People from 2013 to… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-sudan-sudan-flood-affected-people-from-2013-to-2020-802bfca1.africa-unsdg-number-of-people-affected-by-disaster-number-vc-dsr-affct
Africa Unsdg Number of People Affected by Disaster Number Vc Dsr Affct | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: other_unclassified - 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-unsdg-number-of-people-affected-by-disaster-number-vc-dsr-affct.africa-south-sudan-conflict-incidents-affecting-children-and-children-related-5e7e1b0a
Conflict Incidents Affecting Children and Children Related | Africa (Insecurity Insight)
625 rows - 1 Africa country/area - 2026 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 625 rows from Insecurity Insight, covering Conflict Incidents Affecting Children and Children Related. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-sudan-conflict-incidents-affecting-children-and-children-related-5e7e1b0a.