Track Dataset Uploads to HuggingFace Hub for CSAI Initiative — Phase I #1
Description
Track Report
Note
This issue tracks the progress of uploading datasets to the HuggingFace Hub for the USDOT Complete Streets Artificial Intelligence (CSAI) Initiative — Phase I. The goal is to generate geospatial datasets covering a geographic area of at least 250,000 people, across three key categories: Infrastructure, Traveler Behavior/Safety, and Context, to support multimodal transportation planning tools.
✅ Progress Checklist: Table 2 Data Elements
Infrastructure
Data elements to generate or enhance:
- Roadway features. PR Roadway features #30 - Oscur HF: Roadway features
- Centerline roadway network
- Travel direction, number of lanes, lane markings and widths, shoulder width, edge condition barriers, guardrails
- Mid-block, intersection-approach, and through-intersection conditions (turn radii, turn lanes, intersection markings, intersection format e.g., T, X, multi-leg, roundabout)
- Signals, markings, signs (including posted speed limits) PR Signals markings signs #7 – Oscur HF
- Signal timing and phasing. PR Signal timing and phasing #29 - Oscur HF: Pedestrian intervals
- Sidewalks, crosswalks, driveways, curb ramps, medians, refuges, curb extensions. PR Curb infrastructure #16 – Oscur HF
- Transit stop accessibility (ADA) features (ramp deployment clear space, tactile warning strips) PR Transit stop accessibility #8 – Oscur HF
- Bicycle facilities and facility type (unmarked, unseparated, and separated facilities; intersection-approach and through-intersection treatments) PR Bicycle facilities #15 - Oscur HF
- Speed management countermeasures (speed humps, speed tables, raised intersections) Note: We are considering speed humps and speed tables as the same data for NYC. Oscur HF: Speed_hump, raised_intersections
- Sidewalk surface condition (roughness, cracking, heaving) PR Sidewalk surface condition #9 – Oscur HF
- Fixed obstructions within pedestrian and bicycle facilities (utility poles, signposts) PR Fixed obstructions #13 – Oscur HF
- On-street curb management (parking, loading, and delivery, including freight) PR On street curb management #6 – Oscur HF
- Multi-use paths and traversable public open spaces. PR Public open spaces #22 - Oscur HF
Generally available data:
- Transit stops and routes PR Transit stops routes #20 - Oscur HF: intercity_bus_stop, subway_stations
- Rail routes and crossings. PR Rail routes and crossings #17 - Oscur HF
🚶 Traveler Behavior / Safety
Data elements to generate or enhance:
- Vehicle volumes and types (cars, trucks, freight, other). PR Vehicle volumes and types #25 - Oscur HF: Vehicle volumes
- Vehicle operating speeds and speed distributions (Just speed distribution). PR Speed distributions #28 - Oscur HF: Traffic Speed
- Injuries, injury severity, and near misses. (Just injuries) PR Injuries #14 - Oscur HF: motor_vehicle_person, motor_vehicle_crashes
- Bicycle and pedestrian user and/or trip counts PR Bicycle pedestrian trip counts #26 - Oscur HF: Bicycle Counts, Pedestrian Counts
- Transit ridership PR Transit ridership #21 - Oscur HF: ferry, subway, bus.
Generally available data:
- Crash data (fatalities, location, crash rate, roadway classification and contexts, and crash severity) - Oscur HF: Vehicle_collisions
Vehicle collisions Dataset
🌆 Context
Data elements to generate or enhance:
- Land use (residential, commercial, industrial, civic, academic, mixed-use) PR Land use #23 - Oscur HF: NYCHA_residential_sites, sidewalks_with_land_use, historic_land_use
- Tree cover/landscaping (including shade) PR Tree cover landscaping #19 - Oscur HF: tree_cover_landscaping
- Urban design/frontage (including adjacent site design and building setback) PR Urban design #18 - Oscur HF: urban_design_and_frontage
Generally available data:
- Key destinations (healthcare, academic, civic, employment, retail-commercial, recreation) PR Key destinations #10 - Oscur HF: issued_licenses, NYC_facilities
- Housing and employment density. (Just housing density) PR Housing density #34 - Oscur HF: Housing density
- Environment (surface heat index, green space, open space) PR Environment dataset #12 - Oscur HF: NYC_open_space, heat_vulnerability, NYC_parks
- Social determinants of health (This dataset does not have geographical information.). PR Social determinants of health #27 - Oscur HF: Community health survey
- Socio-economic and demographic data. PR Socioeconomic and demographic #32 - Oscur HF: Socio-economic and demographic
- Environmental Justice and transportation disadvantaged communities. PR Environmental justice #33 - Oscur HF: Final Disadvantaged Communities
- Topography. PR Topography #31 - Oscur HF: Elevation Points
- Designated goods movement (freight) routes. PR Designed goods movement routes #11 - Oscur HF: NYC_truck_routes
➕ Additional Datasets or Elements
- (Add any additional datasets or elements here)
Tip
Contributions are welcome! If you have datasets or elements relevant to the CSAI Initiative, please add them to this issue as comments and we'll put them up here.