datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
test_roadworkroadwork2data-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.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.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.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.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.Embedding-AdapterKabyle_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/taqbaylit/Kabyle_Road_Traffic_Code.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.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.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.
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.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.africa-ghana-road-accidents-and-casualties-in-ghana-382f8802
Road Accidents and Casualties in Ghana | Africa (Ghana Open Data)
10 rows - 1 Africa country/area - 2011 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 10 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 datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-ghana-road-accidents-and-casualties-in-ghana-382f8802.nigerian_transport_and_logistics_road_network_maps
Nigeria Transport & Logistics – Road Network Maps | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - 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.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/nigerian_transport_and_logistics_road_network_maps.africa-ghana-road-infastructure-summary-f0d9c0a0
Road Infastructure Summary | Africa (Ghana Open Data)
353 rows - 1 Africa country/area - 2000-2010 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 353 rows from Ghana Open Data, covering Road Infastructure Summary. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Transport datasets help analysts examine… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-ghana-road-infastructure-summary-f0d9c0a0.nigerian_transport_and_logistics_road_condition
Nigeria Transport & Logistics – Road Condition | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - 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.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/nigerian_transport_and_logistics_road_condition.africa-road-traffic-injuries
Road Traffic Injuries Dataset | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet, optimized-parquet - 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.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-road-traffic-injuries.solusdt_360_days
SOLUSDT 360 Days Minute Data
This dataset contains historical SOL/USDT minute-by-minute data for the last 360 days, downloaded from the Binance API.
africa-mauritius-number-of-casualty-accidents-by-type-of-road-severity-of-a-bf691503
Number of Casualty Accidents by Type of Road Severity of a | Africa (MDPA)
44 rows - 1 Africa country/area - 2015-2018 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 44 rows from MDPA, covering Number of Casualty Accidents by Type of Road Severity of a. 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-number-of-casualty-accidents-by-type-of-road-severity-of-a-bf691503.NYC_roadway_features
Roadway Features Dataset
This data element integrates multiple NYC DOT datasets with the NYC Street Centerline to provide a spatially enriched view of roadway characteristics.
The Street Centerline serves as the backbone, keyed on PHYSICALID.
Vision Zero Safety Improvement Projects (SIP Intersections and Corridors) are linked to centerline segments.
DOT Bus Lanes and TreesCount! Blockface data are added to capture additional roadway attributes.
The result is a segment-level… See the full description on the dataset page: https://huggingface.co/datasets/oscur/NYC_roadway_features.africa-ghana-road-accidents-and-casualties-in-ghana-baa85f78
Road Accidents and Casualties in Ghana | Africa (Ghana Open Data)
734 rows - 1 Africa country/area - 1991-2011 - 8 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 734 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-baa85f78.africa-ghana-road-accidents-and-casualties-in-ghana-858b25f4
Road Accidents and Casualties in Ghana | Africa (Ghana Open Data)
205 rows - 1 Africa country/area - 2001-2011 - 5 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 205 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-858b25f4.Roadmapafrica-ghana-road-accidents-and-casualties-in-ghana-efd239be
Road Accidents and Casualties in Ghana | Africa (Ghana Open Data)
160 rows - 1 Africa country/area - 1991-2010 - 8 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 160 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-efd239be.africa-ghana-road-accidents-and-casualties-in-ghana-d954373b
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-d954373b.africa-ghana-road-accidents-and-casualties-in-ghana-bbe7018e
Road Accidents and Casualties in Ghana | Africa (Ghana Open Data)
200 rows - 1 Africa country/area - 1991-2010 - 10 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 200 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-bbe7018e.africa-ghana-road-accidents-and-casualties-in-ghana-4be54858
Road Accidents and Casualties in Ghana | Africa (Ghana Open Data)
133 rows - 1 Africa country/area - 2001-2011 - 7 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 133 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-4be54858.africa-ghana-road-accidents-and-casualties-in-ghana-45e6a156
Road Accidents and Casualties in Ghana | Africa (Ghana Open Data)
171 rows - 1 Africa country/area - 2001-2011 - 9 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 171 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-45e6a156.