Data for Artificial Intelligence: Data-Centric AI for Transportation: Work Zone Use Case Processed Integrated Traffic Work Zone Data
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 the processed integrated traffic data with work zone and incident information. Attached below are the number of lanes data and impacted work zone .pkl file.
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Complete Metadata
| @type | dcat:Dataset |
|---|---|
| accessLevel | public |
| bureauCode |
[
"021:15"
]
|
| contactPoint |
{
"fn": "Elina Zlotchenko",
"@type": "vcard:Contact",
"hasEmail": "mailto:elina.zlotchenko@dot.gov"
}
|
| 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 the processed integrated traffic data with work zone and incident information. Attached below are the number of lanes data and impacted work zone .pkl file. |
| distribution |
[
{
"@type": "dcat:Distribution",
"mediaType": "application/json",
"describedBy": "https://data.transportation.gov/api/views/ag7u-9n3t/columns.json",
"downloadURL": "https://data.transportation.gov/api/views/ag7u-9n3t/rows.json?accessType=DOWNLOAD",
"describedByType": "application/json"
},
{
"@type": "dcat:Distribution",
"mediaType": "application/rdf+xml",
"describedBy": "https://data.transportation.gov/api/views/ag7u-9n3t/columns.rdf",
"downloadURL": "https://data.transportation.gov/api/views/ag7u-9n3t/rows.rdf?accessType=DOWNLOAD",
"describedByType": "application/rdf+xml"
},
{
"@type": "dcat:Distribution",
"mediaType": "application/xml",
"describedBy": "https://data.transportation.gov/api/views/ag7u-9n3t/columns.xml",
"downloadURL": "https://data.transportation.gov/api/views/ag7u-9n3t/rows.xml?accessType=DOWNLOAD",
"describedByType": "application/xml"
},
{
"@type": "dcat:Distribution",
"mediaType": "text/csv",
"downloadURL": "https://data.transportation.gov/api/views/ag7u-9n3t/rows.csv?accessType=DOWNLOAD"
}
]
|
| identifier | https://data.transportation.gov/api/views/ag7u-9n3t |
| issued | 2024-09-16 |
| keyword |
[
"data for ai",
"intelligent transportation systems (its)",
"its joint program office (jpo)",
"maryland",
"speed data",
"traffic detectors",
"traffic flow",
"travel time",
"work zones"
]
|
| landingPage | https://data.transportation.gov/d/ag7u-9n3t |
| license | http://www.usa.gov/publicdomain/label/1.0/ |
| modified | 2025-09-29 |
| programCode |
[
"021:042"
]
|
| publisher |
{
"name": "Federal Highway Administration",
"@type": "org:Organization"
}
|
| spatial | Maryland highway network |
| theme |
[
"Roadways and Bridges"
]
|
| title | Data for Artificial Intelligence: Data-Centric AI for Transportation: Work Zone Use Case Processed Integrated Traffic Work Zone Data |
