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.Embedding-Adapterroadrunner-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-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.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.africa-ghana-road-accidents-and-casualties-in-ghana-00974717
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-00974717.africa-ghana-trend-in-road-accidents-and-casualties-b5cbd8a8
Trend in Road Accidents and Casualties | Africa (Ghana Open Data)
120 rows - 1 Africa country/area - 1991-2010 - 6 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 120 rows from Ghana Open Data, covering Trend in Road Accidents and Casualties. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Health datasets… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-ghana-trend-in-road-accidents-and-casualties-b5cbd8a8.africa-ghana-the-nature-and-consequences-of-road-traffic-crashes-abaf8a8e
The Nature and Consequences of Road Traffic Crashes | 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 The Nature and Consequences of Road Traffic Crashes. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-ghana-the-nature-and-consequences-of-road-traffic-crashes-abaf8a8e.africa-nigeria-road-transport-data-425d1e4b
Road Transport Data | Africa (National Bureau of Statistics, Nigeria)
145 rows - 1 Africa country/area - 2025 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 145 rows from National Bureau of Statistics, Nigeria, covering Road Transport Data. 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-nigeria-road-transport-data-425d1e4b.africa-mauritius-number-of-casualty-accidents-by-type-of-road-severity-of-a-4cb9074c
Number of Casualty Accidents by Type of Road Severity of a | Africa (MDPA)
352 rows - 1 Africa country/area - 2015-2018 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 352 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-4cb9074c.africa-ghana-road-accidents-and-casualties-in-ghana-7ae816c6
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-7ae816c6.africa-ghana-road-accidents-and-casualties-in-ghana-ec20f90f
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-ec20f90f.africa-ghana-road-accidents-and-casualties-in-ghana-04f2a3d0
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-04f2a3d0.africa-ghana-road-accidents-and-casualties-in-ghana-9e8c8f4b
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-9e8c8f4b.