datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
ro-aya_collectionThis dataset is a translation of CohereLabs/aya_collection, an instruction dataset, using LLMic, a bilingual Romanian-English LLM.
The Aya Collection is a massive multilingual collection consisting of 513 million instances of prompts and completions covering a wide
range of tasks. This collection incorporates instruction-style templates from fluent speakers and applies them to a curated
list of datasets, as well as translations of instruction-style datasets into 101 languages.
Only the… See the full description on the dataset page: https://huggingface.co/datasets/faur-ai/ro-aya_collection.test_roadworkroarm_m3_pour_cocacolaThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "roarm_m3",
"total_episodes": 102,
"total_frames": 52059,
"total_tasks": 1,
"total_videos": 102,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:102"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/psiyou/roarm_m3_pour_cocacola.roadwork2data-road_network_eta
Korea Road Network ETA (v3)
16개 광역지자체 도로망 그래프. 시간대별 평균 통행속도(p50)가 부착되어 있어
ETA(예상소요시간) 산정·라우팅·배차 시뮬레이션에 바로 사용 가능합니다.
Contents
각 region 마다 self-contained 파일 두 개:
{region}_osm_v3_nodes.parquet — 노드 (node_id, lat, lon)
{region}_osm_v3_edges.parquet — 엣지 (source, target, length_m,
highway, oneway, ktdb_matched, …, 시간대별 속도 컬럼)
Regions (16)
seoul, busan, daegu, incheon, gwangju, daejeon, ulsan, sejong,
gyeonggi, gangwon, chungbuk, chungnam, jeonbuk… See the full description on the dataset page: https://huggingface.co/datasets/CAMUS-LAB/data-road_network_eta.vn-provinces-road-passenger-transport-volume
Vietnam provinces road passenger transport volume
Road passenger trips carried (million passengers). Coverage 2000-2024. Year 2024 is preliminary. Geographic labels are English (UN/GSO style ASCII romanization). Tables cover provinces, regions and national total where present. Province names follow ar_core.vn_geo (historical 63-province system).
Figures
Hero
Hero (continued)
Comparison
Color key
Files
provinces (1573 rows)
data/provinces.csv… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-road-passenger-transport-volume.vn-provinces-road-passenger-transport-turnover
Vietnam provinces road passenger transport turnover
Road passenger transport turnover (million passenger-km). Coverage 2000-2024. Year 2024 is preliminary. Geographic labels are English (UN/GSO style ASCII romanization). Tables cover provinces, regions and national total where present. Province names follow ar_core.vn_geo (historical 63-province system).
Figures
Hero
Hero (continued)
Comparison
Color key
Files
provinces (1574 rows)… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-road-passenger-transport-turnover.vn-provinces-road-freight-transport-volume
Vietnam provinces road freight transport volume
Road freight carried (thousand tons). Coverage 2000-2024. Year 2024 is preliminary. Geographic labels are English (UN/GSO style ASCII romanization). Tables cover provinces, regions and national total where present. Province names follow ar_core.vn_geo (historical 63-province system).
Figures
Hero
Hero (continued)
Comparison
Color key
Files
provinces (1574 rows)
data/provinces.csv… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-road-freight-transport-volume.road-damage
Road Damage Dataset - Global Road Condition Observations - EmbedEarth
This dataset contains geolocated observations selected for the semantic query “Road Damage.” The records were retrieved because their source text, visual context, or metadata matched the query; this is a discovery-oriented collection rather than a complete administrative inventory. It is useful for exploratory mapping, visual search evaluation, geospatial research, and building retrieval or monitoring… See the full description on the dataset page: https://huggingface.co/datasets/EmbedEarth/road-damage.vn-provinces-road-freight-transport-turnover
Vietnam provinces road freight transport turnover
Road freight transport turnover (million ton-km). Coverage 2000-2024. Year 2024 is preliminary. Geographic labels are English (UN/GSO style ASCII romanization). Tables cover provinces, regions and national total where present. Province names follow ar_core.vn_geo (historical 63-province system).
Figures
Hero
Hero (continued)
Comparison
Color key
Files
provinces (1574 rows)
data/provinces.csv… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-road-freight-transport-turnover.roarm_m3_testThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "unknown",
"total_episodes": 50,
"total_frames": 4739,
"total_tasks": 1,
"total_videos": 100,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:50"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/dudulrx0601/roarm_m3_test.roasterdb-specialty-coffee-sample
☕ RoasterDB — Specialty Coffee Dataset (Free Sample)
Full dataset: roasterdb.dataengineered.io · $49 one-time → Buy on Stripe · the same sample on Kaggle
A free sample of RoasterDB: a structured dataset of specialty-coffee products scraped from the direct storefronts of curated artisan roasters worldwide, with tasting notes normalized to the Specialty Coffee Association (SCA) Flavor Wheel and a source URL on every record so any fact can be re-verified.
This sample contains 100… See the full description on the dataset page: https://huggingface.co/datasets/Ichlibitiche/roasterdb-specialty-coffee-sample.solusdt_180_days
SOLUSDT 180 Days Minute Data
This dataset contains historical SOL/USDT minute-by-minute data for the last 180 days, downloaded from the Binance API.
Contents
data_SOLUSDT.csv: Historical data with close_SOLUSDT column.
scaler_SOLUSDT.pkl: MinMaxScaler object to back-transform normalised data.
Number of rows in the CSV file: 259200
Start date of record: 2024-04-25 07:38:00
End record date: 2024-10-22 07:37:00
Data structure
open_time… See the full description on the dataset page: https://huggingface.co/datasets/roadz/solusdt_180_days.roarm_m3_candy_pick_placeThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 20,
"features": {
"action": {
"dtype": "float32",
"names": [
"base.pos",
"shoulder.pos",
"elbow.pos",
"wrist.pos",
"roll.pos",
"gripper.pos"
],
"shape": [
6
]
}… See the full description on the dataset page: https://huggingface.co/datasets/rtrtwrw/roarm_m3_candy_pick_place.roarm_m3This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "unknown",
"total_episodes": 50,
"total_frames": 4739,
"total_tasks": 1,
"total_videos": 100,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:50"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/the-tech-freak/roarm_m3.patched_test_p_10_m1_predictions_v2
Dataset Card for "patched_test_p_10_m1_predictions_v2"
More Information needed
dear-road-75af29
dear-road-75af29
Synthetic sensors test data: 51 rows in data.csv.
All values are randomly generated fictional examples, not real observations, products, or user activity. Intended only for CSV loading and pipeline tests; not suitable for scientific or business conclusions. Columns are sampled independently and do not model real-world correlations.
Fields
sample_id: random identifier for this generated sample.
row_id: sequential row number starting at 1.… See the full description on the dataset page: https://huggingface.co/datasets/Nova-Thomas/dear-road-75af29.road-traffic-injury-trauma
Road Traffic Injury & Trauma (GCS, ISS, Prehospital, Emergency Care) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: infrastructure_transport - 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/road-traffic-injury-trauma.Embedding-Adapterafrica-synth-telecom-unusual-roaming-usage-logs-nigeria
Africa Synth Telecom Unusual Roaming Usage Logs Nigeria | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - 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-synth-telecom-unusual-roaming-usage-logs-nigeria.roarmm3asprin3This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "roarm_m3",
"total_episodes": 2,
"total_frames": 159,
"total_tasks": 1,
"total_videos": 6,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:2"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/wallenx/roarmm3asprin3.roadrunner-wa-teacher
RoadRunner WA teacher — 26M optimal routing steps (Western Australia)
Every step of 97,302 exact shortest paths on the simplified WA road graph
(388,948 nodes / 902,702 directed edges): per-step optimal remaining time
h* plus the optimal next hop. Built as supervision for learned A*
heuristics / multi-hop draft heads (see model
thenukegun10x/RoadRunner); published with the negative
results those labels produced.
Files
steps.parquet (285MB, 26,180,506 rows) — one… See the full description on the dataset page: https://huggingface.co/datasets/thenukegun10x/roadrunner-wa-teacher.k8sbench
K8sBench: Kubernetes Configuration Generation Benchmark
K8sBench is a structured benchmark of 30 prompts covering 17 Kubernetes resource types, designed to evaluate LLMs on schema-validated Kubernetes manifest generation.
Metrics
Metric
Description
YAML%
YAML syntax validity (yaml.safe_load)
K8s%
Schema compliance (kubeconform --strict)
Sem%
Semantic field completeness (required fields present)
Resource Types Covered
Deployment, Service… See the full description on the dataset page: https://huggingface.co/datasets/roanbrasil/k8sbench.africa-ghana-road-accidents-and-casualties-in-ghana-c03e8349
Road Accidents and Casualties in Ghana | Africa (Ghana Open Data)
40 rows - 1 Africa country/area - 1991-2010 - 2 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 40 rows from Ghana Open Data, covering Road Accidents and Casualties in Ghana. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Transport… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-ghana-road-accidents-and-casualties-in-ghana-c03e8349.taiwan-urban-roads
taiwan-urban-roads
Taiwan urban road networks, 1 km tiles. Vectors only (GeoJSON).
orig: 142
aug: 994 (rot/flip of orig)
files: data/tiles.jsonl, geojson/orig, geojson/aug
Derived from OpenStreetMap via Geofabrik Taiwan extract. License: ODbL-1.0. © OpenStreetMap contributors.
roarm_m3_testThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "roarm_m3",
"total_episodes": 30,
"total_frames": 9048,
"total_tasks": 1,
"total_videos": 30,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:30"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/sunningshore/roarm_m3_test.africa-synth-road-traffic-injury-all
Road Traffic Injury | Africa (World Health Organization)
Size category: 10K<n<100K - Formats: csv - 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 analyst-oriented context.
What This Dataset Covers
Health datasets help researchers examine disease burden… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-road-traffic-injury-all.Kabyle_Road_Traffic_Code
Kabyle-English Road Traffic Code Dataset
A bilingual parallel corpus of 102 road traffic signs and regulations in English and Kabyle (Taqbaylit), an Amazigh language spoken in Algeria.
Categories
Dangers (Imihiten): Warning signs (39 entries)
Prohibitions (Tigedlin): Prohibitory signs (35 entries)
Obligations (Timariwin): Mandatory signs (16 entries)
End of Restrictions: End of regulation signs (12 entries)
Splits
Split
Size
Train
62… See the full description on the dataset page: https://huggingface.co/datasets/boffire/Kabyle_Road_Traffic_Code.patched_1000_test_p_150_m2_predictions
Dataset Card for "patched_1000_test_p_150_m2_predictions"
More Information needed
solusdt_enhanced_180
SOLUSDT Raw Dataset
Dataset Summary
Raw minute-by-minute trading data for SOL/USDT pair from Binance exchange. The dataset covers 180 days of trading activity, providing comprehensive market data including price, volume, and trade information. This data is suitable for various financial analysis tasks, time series forecasting, and market research.
Supported Tasks
Time Series Forecasting
Price Prediction
Market Analysis
Trading Strategy Development
Volume… See the full description on the dataset page: https://huggingface.co/datasets/roadz/solusdt_enhanced_180.