Data · dataset · 2024
Data for Artificial Intelligence: Data-Centric AI for Transportation: Work Zone Use Case Raw Maryland Speed Data
Listed in U.S Department of Transportation
Description
Data for Artificial Intelligence: Data-Centric AI for Transportation: Work Zone Use Case proposes a data integration pipeline that enhances the utilization of work zone and traffic data from diversified platforms and introduces a novel deep learning model to predict the traffic speed and traffic collision likelihood during planned work zone events. This dataset is a raw sample of Maryland roadway speed data
Links
Get the data
- CSV data.transportation.gov/api/views/w8r7-b5tm/rows.csv?accessType=DOWNLOAD ↗
download · from data transportation gov
Where it is published
- U.S Department of Transportation dataset page data.transportation.gov/Roadways-and-Bridges/Data-for-Artificial-Intelligence-Data-Cen… ↗
landing page · from data transportation gov
Catalogue records · 1
- SODA API data.transportation.gov/resource/w8r7-b5tm.json ↗
metadata API · from data transportation gov
Topics
- Stated by source
- Roadways and Bridges
- From keywords
- Computer Science & AI · Engineering
- Inferred from text
- Applied computing 72%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| U.S Department of Transportation | w8r7-b5tm | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · data transportation gov | connector:data_transportation_gov@1.0.0 | |
| concepts[field].anzsrc:group:4601 | enrichment · data transportation gov | taxonomy-embedding@1.1.0 | title+keywords+description (72%) |
| concepts[field].local:field:computer-science-ai | mapping · data transportation gov | connector:data_transportation_gov@1.0.0 | |
| concepts[field].local:field:engineering | mapping · data transportation gov | connector:data_transportation_gov@1.0.0 | |
| concepts[topic].socrata_category:data_transportation_gov:roadways-and-bridges | source · data transportation gov | connector:data_transportation_gov@1.0.0 | |
| created_date | source · data transportation gov | connector:data_transportation_gov@1.0.0 | |
| description | source · data transportation gov | connector:data_transportation_gov@1.0.0 | /resource/description |
| publication_date | source · data transportation gov | connector:data_transportation_gov@1.0.0 | |
| title | source · data transportation gov | connector:data_transportation_gov@1.0.0 | /resource/name |
| updated_date | source · data transportation gov | connector:data_transportation_gov@1.0.0 |