datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
meta-libero-resultsmac-app-store-apps-metadata
Dataset Card for Macappstore Applications Metadata
📌 Dataset status: static snapshot (no scheduled updates). The data was collected from the public iTunes Search API between December 2023 and January 2024 and reflects the Mac App Store as of that period. The dataset is stable and remains available for research use; it is not refreshed on a schedule.
Mac App Store Applications Metadata sourced by the public API.
Curated by: MacPaw Way Ltd.
Language(s) (NLP): Mostly EN, DE… See the full description on the dataset page: https://huggingface.co/datasets/macpaw-research/mac-app-store-apps-metadata.r15-ai-search-metamerism
R15: AI Search Metamerism — Cross-Cultural Brand Perception Dataset
Citation: Zharnikov, D. (2026v) | DOI: 10.5281/zenodo.19422427 | Version: v3.2.0
Dataset Summary
This dataset contains the full session logs, aggregated results, and analysis outputs from the R15 large-scale experiment testing whether Large Language Models systematically collapse multi-dimensional brand perception into Economic and Experiential dimensions ("spectral metamerism"). It comprises 21… See the full description on the dataset page: https://huggingface.co/datasets/spectralbranding/r15-ai-search-metamerism.vua20_metaphor
VUA20
Dataset Summary
Creative Language Toolkit (CLTK) Metadata
CL Type: Metaphor
Task Type: detection
Size: 200k
Created time: 2020
VUA20 is (perhaps) the largest dataset of metaphor detection used in Figlang2020 workshop.
For the details of this dataset, we refer you to the release paper.
The annotation method of VUA20 is elabrated in the paper of MIP.
Citation Information
If you find this dataset helpful, please cite:
@inproceedings{Leong2020ARO… See the full description on the dataset page: https://huggingface.co/datasets/CreativeLang/vua20_metaphor.imagenet-12k-metadata
ImageNet-12k Split Metadata
Metadata files defining the splits for ImageNet-12k subset of fall11_whole.tar (2011 ImageNet full release) used in some timm models (see dataset building code in https://github.com/rwightman/imagenet-12k).
cairn-metadata
Cairn.info — Revues SHS & métadonnées d'articles
Ce dataset regroupe deux fichiers, construits à partir de Cairn.info (portail de revues en sciences humaines et sociales). Ils sont déclarés comme deux configurations distinctes (revues et articles, cf. bandeau ci-dessus / sélecteur du viewer) — ne pas les charger ensemble comme un seul dataset, leurs colonnes ne correspondent pas :
cairn_revues.csv
Catalogue croisé des 672 revues indexées sur Cairn (onglet Revues)… See the full description on the dataset page: https://huggingface.co/datasets/regicid/cairn-metadata.metal-industry-operations-egocentric-sample
⚙️ Metal Industry Operations — Egocentric Video Dataset (Sample)
This dataset is part of a larger collection of egocentric activity datasets by Verbose Tech Labs LLP. If you want the full dataset, or want access to more categories? Get in touch with us:
📞 Phone: +91 7672 000 500
💬 WhatsApp: +91 7672 000 500
📧 Email: Hello@VerboseTechLabs.com
🌐 Website: VerboseTechLabs.com
🔗 More datasets: kaggle.com/verbosetechlabsllp
Dataset Summary
First-person… See the full description on the dataset page: https://huggingface.co/datasets/VerboseTechLabs/metal-industry-operations-egocentric-sample.twitter-sentiment-meta-analysis
Twitter Sentiment Meta-Analysis Dataset
Dataset Description
This dataset contains sentiment analysis results for English tweets collected between September 2009 and January 2010. The tweets were processed and analyzed using 10 different sentiment classifiers, with the final sentiment score derived from principal component analysis (PCA).
Source Data
Original Data: Cheng-Caverlee-Lee Twitter Scrape (Sept 2009 - Jan 2010)
Number of Tweets: 138 690
Language:… See the full description on the dataset page: https://huggingface.co/datasets/agentlans/twitter-sentiment-meta-analysis.metacognitive-monitoring-battery
Metacognitive Monitoring Battery
A cross-domain behavioural assay of monitoring-control coupling in LLMs, grounded in the Nelson and Narens (1990) metacognitive framework.
Paper: The Metacognitive Monitoring Battery: A Cross-Domain Benchmark for LLM Self-Monitoring
Code: github.com/synthiumjp/metacognitive-monitoring-battery
Author: Jon-Paul Cacioli (Independent Researcher, Melbourne, Australia)
Overview
The battery comprises 524 items across six cognitive domains… See the full description on the dataset page: https://huggingface.co/datasets/synthiumjp/metacognitive-monitoring-battery.MetaTrader5-Market-Data
MetaTrader5 Market Data with Technical Indicators
Dataset Description
This dataset contains comprehensive financial market data from MetaTrader5 (MT5) on 5 symbols including "XAUUSD", "US30", "BTCUSD", "EURUSD" and "USDJPY" in 7 differents timeframe
Dataset Summary
Size: 4.2GB
Records: ~19.7M rows
Format: CSV
Features
The dataset contains 28 columns with the following structure:
Basic Market Data
symbol (String): Trading symbol… See the full description on the dataset page: https://huggingface.co/datasets/High-Will/MetaTrader5-Market-Data.gut_phage_and_metagenomic
Dataset Card for Dataset Name
This dataset card aims to be a base template for new datasets. It has been generated using this raw template.
Dataset Details
Dataset Description
Curated by: [More Information Needed]
Funded by [optional]: [More Information Needed]
Shared by [optional]: [More Information Needed]
Language(s) (NLP): [More Information Needed]
License: [More Information Needed]
Dataset Sources [optional]
Repository: [More… See the full description on the dataset page: https://huggingface.co/datasets/LiukG/gut_phage_and_metagenomic.factorio-saves-metadata-v1
Factorio Saves Metadata Dataset
Metadata for 2,418 Factorio save files collected from public sources (speedrun.com, GitHub, forums). Covers game versions 0.6.3 through 2.0.64.
What's Included
CSV with 8 columns:
filename - Renamed with metadata encoding (e.g., factorio_0_16_51_0_vanilla_mid_tier1_replay_0042.zip)
type - vanilla or modded
size_mb - File size
game_version - Factorio version string
mods_used - Number of mods (0-254)
has_replay - Boolean, checked for… See the full description on the dataset page: https://huggingface.co/datasets/nova8yte/factorio-saves-metadata-v1.metagenomic_mixture_embeddingsMusic_Metadata_and_Lyrics_Dataset
Music Metadata & Lyrics Dataset
Se trata de un dataset con un extenso conjunto de datos de canciones más de 200,000, combinando metadatos musicales e información de artistas.Hemos construido el dataset a partir de un original de Kaggle y lo hemos enriquecido mediante scraping a Wikidata, ampliando la información biográfica y contextual de los artistas.
Cada registro contiene información sobre una canción, el artista, su contexto y campos derivados.
Estructura de los… See the full description on the dataset page: https://huggingface.co/datasets/MarKos29/Music_Metadata_and_Lyrics_Dataset.metamaterial-resonance-coherence-drift-detection-v0.1Goal
Detect when a metamaterial stops matching its designed resonance behavior.
Core idea
Emergent properties vanish when three things stop moving together:
unit cell geometrysimulated resonancemeasured scattering response
This dataset tests whether a model can detect that coherence loss.
Inputs
SEM-derived geometry features
simulated resonance and expected band behavior
measured scattering parameters and resonance shift
stress context (temperature, humidity, cycling)
Required outputs… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/metamaterial-resonance-coherence-drift-detection-v0.1.movie-metadataarxiv-metadata-10000clinical-quad-metabolic-stress-buffer-lag-organ-coupling-mof-transition-v1.0
ClarusC64/clinical-quad-metabolic-stress-buffer-lag-organ-coupling-mof-transition-v1.0
What this repo does
This repository provides a Clarus v1.0 benchmark for multi-organ failure transition under a four-variable clinical quad:
metabolic_stress
buffer_capacity
lag_burden
organ_coupling_stress
The v1.0 upgrade is Closed-Loop Control Geometry.
The task is no longer limited to detecting deterioration or ranking one intervention against another.
It tests whether a… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-metabolic-stress-buffer-lag-organ-coupling-mof-transition-v1.0.clinical-nutritional-metabolic-instability-v0.1
clinical-nutritional-metabolic-instability-v0.1
What this dataset does
This dataset evaluates whether models can detect instability caused by imbalance between metabolic demand and nutritional supply.
Each row represents a simplified metabolic regulation scenario observed across three time points.
The task is to determine whether metabolic supply remains stable or is moving toward metabolic instability.
Core stability idea
Metabolic instability occurs when… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-nutritional-metabolic-instability-v0.1.diffing-stats-Meta-Llama-3.1-8B-L16-mu2.0e-02-lr1e-04-local-shuffling-CCLossclinical-quad-metabolic-stress-buffer-lag-organ-coupling-mof-transition-v0.5
What this repo does
This repository provides a Clarus v0.5 cascade recovery geometry dataset modeling multiorgan failure transition.
Earlier Clarus datasets focused on detecting deterioration states and identifying instability boundaries.
Version v0.5 adds a recovery geometry layer that asks a stricter question:
Can the system still return to stability?
The task is binary classification over MOF-linked deterioration states using:
• a four-variable clinical quad• trajectory dynamics•… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-metabolic-stress-buffer-lag-organ-coupling-mof-transition-v0.5.clinical-quad-metabolic-stress-buffer-lag-organ-coupling-mof-transition-v0.9
Clinical Quad Metabolic Stress Buffer Lag Organ Coupling MOF Transition (v0.9)
What this repo does
This dataset implements a Clarus v0.9 intervention-competition benchmark.
Earlier dataset versions focused on detecting:
deterioration
regime transitions
boundary proximity
recovery feasibility
v0.9 extends the ladder.
The benchmark now evaluates whether a model can identify the correct rescue path when multiple interventions compete under narrowing rescue windows.
This… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-metabolic-stress-buffer-lag-organ-coupling-mof-transition-v0.9.clinical-quad-metabolic-stress-buffer-lag-organ-coupling-mof-transition-v0.7
What this repo does
This repository contains a Clarus v0.7 dataset modeling MOF transition using a quad-coupling system representation.
The dataset extends the v0.6 intervention layer by introducing uncertainty geometry.
The question addressed by earlier versions was:
Can the system be stabilized?
v0.7 adds a second critical question:
How confident are we in that conclusion?
This allows Clarus to distinguish three operational states:
• confident deterioration• confident… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-metabolic-stress-buffer-lag-organ-coupling-mof-transition-v0.7.isic2019_training_metadataDH201_meta-kaggle_workshopABX-RM-011_metabolic_bypass_activation-v0.1ABX-RM-011 Metabolic Bypass Activation
Purpose
Detect bypass pathway activation under stress before MIC crosses a resistant cutoff.
Core pattern
stress_index high
primary_flux_rel drops
bypass_share rises
growth_rate_rel rebounds while MIC stays below cutoff
later MIC crosses resistant_mic_cutoff_mg_L
Files
data/train.csv
data/test.csv
scorer.py
Schema
Each row is one timepoint in a within strain series.
Required columns
row_id
series_id
timepoint_h
organism
strain_id
drug_name… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/ABX-RM-011_metabolic_bypass_activation-v0.1.USA_100_Panos
Dataset
anime-title-metadata-indexIMDB-Metadata5k lines of IMDB movies fact checked metadata.
clinical-quad-metabolic-stress-buffer-lag-organ-coupling-mof-transition-v0.4
What this repo does
This repository contains a Clarus v0.4 cascade boundary discovery dataset modeling multi-organ failure transition.
Earlier Clarus datasets focused on detecting cascade states or forecasting collapse trajectories.
Version v0.4 extends the framework to a harder task:
detecting whether a system lies on the instability boundary itself.
The dataset models metabolic deterioration leading to multi-organ failure as a coupled physiological system where metabolic stress… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-metabolic-stress-buffer-lag-organ-coupling-mof-transition-v0.4.