About this Dataset

Data For Artificial Intelligence: Data-Centric AI For Transportation: Work Zone Use Case Raw Maryland Incidents Matched

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 raw Maryland roadway incident data without rows where road_tmc and road are inconsistent.
Organization: Department of Transportation
Last updated: 2024-11-21T11:43:36.822266
Tags: intelligent-transportation-systems-its, its-joint-program-office-jpo, speed-data, traffic-detectors, traffic-flow, travel-time, work-zones

Tables

Table 1

@usgov.dot_gov_data_for_artificial_intelligence_centric_ai_fo_cf808bbb.table_1

13.7 MB
271,072 rows
9 columns

CREATE TABLE table_1 (
  "incident_id" VARCHAR,
  "n_tmc" VARCHAR,
  "direction" VARCHAR,
  "road_inc" VARCHAR,
  "road_tmc" VARCHAR,
  "start_time" VARCHAR,
  "end_time" VARCHAR,
  "description" VARCHAR,
  "weather" VARCHAR
);