datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
africa-landuse-11class-v1
MapSpace LSG 2026: Africa 11-Class Land Use
Dataset Details
This dataset contains POI-based land-use estimates for LandScan Global grid cells in Africa. It was generated and is shared by the Geospatial Science and Engineering Division at Oak Ridge National Laboratory.
Curated by: Geospatial Science and Engineering Division, Oak Ridge National Laboratory
Version: v1
License: CC BY 4.0
Geographic coverage: Africa
Spatial grid: 30 arc seconds (1/120 degree)
CRS:… See the full description on the dataset page: https://huggingface.co/datasets/MapSpaceORNL/africa-landuse-11class-v1.Indonesian-ASR-11-Class-Dataset
Indonesian ASR 11-Class Dataset
Public Hugging Face repository for an Indonesian ASR corpus and its paper-supporting benchmark artifacts.
Dataset summary
Audio files: 104,500 WAV files
Real/human recordings: 104,368
Synthetic repair files: 132
Sentence classes: 11 Indonesian sentence categories
Canonical balanced sentence slots: 209 (11 categories × 19 retained slots)
Public speaker labels: M1..M12, F1..F8, plus synthetic labels Ms*/Fs*
Audio format: 16 kHz… See the full description on the dataset page: https://huggingface.co/datasets/Atika88/Indonesian-ASR-11-Class-Dataset.asia-landuse-11class-v1
MapSpace LSG 2026: Asia 11-Class Land Use
Dataset Details
This dataset contains POI-based land-use estimates for LandScan Global grid cells in Asia. It was generated and is shared by the Geospatial Science and Engineering Division at Oak Ridge National Laboratory.
Curated by: Geospatial Science and Engineering Division, Oak Ridge National Laboratory
Version: v1
License: CC BY 4.0
Geographic coverage: Asia
Spatial grid: 30 arc seconds (1/120 degree)
CRS: EPSG:4326… See the full description on the dataset page: https://huggingface.co/datasets/MapSpaceORNL/asia-landuse-11class-v1.central-america-landuse-11class-v1
MapSpace LSG 2026: Central America 11-Class Land Use
Dataset Details
This dataset contains POI-based land-use estimates for LandScan Global grid cells in Central America. It was generated and is shared by the Geospatial Science and Engineering Division at Oak Ridge National Laboratory.
Curated by: Geospatial Science and Engineering Division, Oak Ridge National Laboratory
Version: v1
License: CC BY 4.0
Geographic coverage: Central America
Spatial grid: 30 arc… See the full description on the dataset page: https://huggingface.co/datasets/MapSpaceORNL/central-america-landuse-11class-v1.europe-landuse-11class-v1
MapSpace LSG 2026: Europe 11-Class Land Use
Dataset Details
This dataset contains POI-based land-use estimates for LandScan Global grid cells in Europe. It was generated and is shared by the Geospatial Science and Engineering Division at Oak Ridge National Laboratory.
Curated by: Geospatial Science and Engineering Division, Oak Ridge National Laboratory
Version: v1
License: CC BY 4.0
Geographic coverage: Europe
Spatial grid: 30 arc seconds (1/120 degree)
CRS:… See the full description on the dataset page: https://huggingface.co/datasets/MapSpaceORNL/europe-landuse-11class-v1.south-america-landuse-11class-v1
MapSpace LSG 2026: South America 11-Class Land Use
Dataset Details
This dataset contains POI-based land-use estimates for LandScan Global grid cells in South America. It was generated and is shared by the Geospatial Science and Engineering Division at Oak Ridge National Laboratory.
Curated by: Geospatial Science and Engineering Division, Oak Ridge National Laboratory
Version: v1
License: CC BY 4.0
Geographic coverage: South America
Spatial grid: 30 arc seconds… See the full description on the dataset page: https://huggingface.co/datasets/MapSpaceORNL/south-america-landuse-11class-v1.remote-territory-landuse-11class-v1
MapSpace LSG 2026: Remote Territory 11-Class Land Use
Dataset Details
This dataset contains POI-based land-use estimates for LandScan Global grid cells in Remote Territory. It was generated and is shared by the Geospatial Science and Engineering Division at Oak Ridge National Laboratory.
Curated by: Geospatial Science and Engineering Division, Oak Ridge National Laboratory
Version: v1
License: CC BY 4.0
Geographic coverage: Remote Territory
Spatial grid: 30 arc… See the full description on the dataset page: https://huggingface.co/datasets/MapSpaceORNL/remote-territory-landuse-11class-v1.north-america-landuse-11class-v1
MapSpace LSG 2026: North America 11-Class Land Use
Dataset Details
This dataset contains POI-based land-use estimates for LandScan Global grid cells in North America. It was generated and is shared by the Geospatial Science and Engineering Division at Oak Ridge National Laboratory.
Curated by: Geospatial Science and Engineering Division, Oak Ridge National Laboratory
Version: v1
License: CC BY 4.0
Geographic coverage: North America
Spatial grid: 30 arc seconds… See the full description on the dataset page: https://huggingface.co/datasets/MapSpaceORNL/north-america-landuse-11class-v1.oceania-landuse-11class-v1
MapSpace LSG 2026: Oceania 11-Class Land Use
Dataset Details
This dataset contains POI-based land-use estimates for LandScan Global grid cells in Oceania. It was generated and is shared by the Geospatial Science and Engineering Division at Oak Ridge National Laboratory.
Curated by: Geospatial Science and Engineering Division, Oak Ridge National Laboratory
Version: v1
License: CC BY 4.0
Geographic coverage: Oceania
Spatial grid: 30 arc seconds (1/120 degree)
CRS:… See the full description on the dataset page: https://huggingface.co/datasets/MapSpaceORNL/oceania-landuse-11class-v1.app-classification-data
argo11/app-classification-data
概要
ネットワーク flow から application / protocol を分類するための tabular dataset です。raw CSV、interim Parquet、processed Parquet が含まれ、87 attributes 系と 141 applications 系の 2 系統を管理しています。
確認した内容
raw files:
data/raw/Dataset-Unicauca-Version2-87Atts.csv
data/raw/Unicauca-dataset-April-June-2019-Network-flows.csv
processed files:
data/processed/87apps_processed.parquet: 3,577,296 行
data/processed/141apps_processed.parquet: 2,704,839 行… See the full description on the dataset page: https://huggingface.co/datasets/argo11/app-classification-data.Mental-Health_Text-Classification_Dataset
Mental Health Text Classification Dataset (4-Class)
Dataset Description
This dataset contains short, user‑generated texts labeled for 4‑class mental health classification: Suicidal, Depression, Anxiety, and Normal. It is a derived dataset created by combining and cleaning three public mental‑health corpora, then re‑labeling them into a unified 4‑class scheme and exporting CSV files suitable for both classical ML and modern NLP models.
The repository includes:
An… See the full description on the dataset page: https://huggingface.co/datasets/nayma11/Mental-Health_Text-Classification_Dataset.