---
dataset_info:
  features:
  - name: int_the_geom_left
    dtype: string
  - name: PHYSICALID
    dtype: int64
  - name: L_LOW_HN
    dtype: string
  - name: L_HIGH_HN
    dtype: string
  - name: R_LOW_HN
    dtype: string
  - name: R_HIGH_HN
    dtype: string
  - name: L_ZIP
    dtype: float64
  - name: R_ZIP
    dtype: float64
  - name: STATUS
    dtype: int64
  - name: BIKE_LANE
    dtype: float64
  - name: TRAFDIR
    dtype: string
  - name: bus_RW_TYPE_left
    dtype: int64
  - name: PRE_TYPE
    dtype: string
  - name: POST_TYPE
    dtype: string
  - name: OBJECTID
    dtype: int64
  - name: FCC
    dtype: float64
  - name: Left side Block Face ID
    dtype: float64
  - name: Right Side Block Face ID
    dtype: float64
  - name: Average Travel Time
    dtype: float64
  - name: Roadway Jurisdiction
    dtype: float64
  - name: NOMINALDIR
    dtype: float64
  - name: ACCESSIBLE
    dtype: float64
  - name: NONPED
    dtype: string
  - name: Borough Code
    dtype: int64
  - name: Borough Indicator
    dtype: float64
  - name: Segloc Status
    dtype: string
  - name: San District Inc
    dtype: float64
  - name: Left Side Subset
    dtype: string
  - name: Right Side Subset
    dtype: string
  - name: Continuous Parity Flag
    dtype: float64
  - name: Twisted Parity Flag
    dtype: string
  - name: Posted Speed
    dtype: float64
  - name: Segment Length
    dtype: float64
  - name: Street Width
    dtype: float64
  - name: Street Width IRR
    dtype: float64
  - name: Special Disaster
    dtype: float64
  - name: Fire Lane
    dtype: float64
  - name: CREATED_DATE
    dtype: string
  - name: MODIFIED_DATE
    dtype: string
  - name: WITHIN_BNDY_DIST
    dtype: float64
  - name: TRUCK ROUTE TYPE
    dtype: float64
  - name: Collection Method
    dtype: string
  - name: FROM_LEVEL_CODE
    dtype: int64
  - name: TO_LEVEL_CODE
    dtype: int64
  - name: B5SC
    dtype: int64
  - name: Snow Priority
    dtype: string
  - name: JOINID
    dtype: float64
  - name: BPHYS_ID
    dtype: float64
  - name: Cartography Display Level
    dtype: float64
  - name: Number Travel Lanes
    dtype: float64
  - name: Number Park Lanes
    dtype: float64
  - name: Number Total Lane
    dtype: float64
  - name: Pre-Modifier
    dtype: string
  - name: Pre-Directional
    dtype: string
  - name: Post Directional
    dtype: string
  - name: Post Modifier
    dtype: string
  - name: Full Street Name
    dtype: string
  - name: BIKE TRAFFIC DIRECTION
    dtype: string
  - name: SHAPE__Length
    dtype: float64
  - name: GlobalID
    dtype: string
  - name: SEGMENT_TYPE
    dtype: float64
  - name: SEGMENT_TYPE_VALUE
    dtype: float64
  - name: STREET NAME
    dtype: string
  - name: Street Name Label
    dtype: string
  - name: int_the_geom_right
    dtype: string
  - name: int_pjct_name_x
    dtype: string
  - name: int_sip_year_x
    dtype: float64
  - name: int_end_date_x
    dtype: string
  - name: int_LONG_x
    dtype: float64
  - name: int_LAT_x
    dtype: float64
  - name: int_X_x
    dtype: float64
  - name: int_Y_x
    dtype: float64
  - name: int_int_dist_m
    dtype: float64
  - name: cor_the_geom_left
    dtype: string
  - name: int_pjct_name_y
    dtype: string
  - name: int_sip_year_y
    dtype: float64
  - name: int_end_date_y
    dtype: string
  - name: int_LONG_y
    dtype: float64
  - name: int_LAT_y
    dtype: float64
  - name: int_X_y
    dtype: float64
  - name: int_Y_y
    dtype: float64
  - name: cor_the_geom_right
    dtype: string
  - name: cor_pjct_name_x
    dtype: string
  - name: cor_sip_year_x
    dtype: float64
  - name: cor_end_date_x
    dtype: string
  - name: cor_Shape_Leng_x
    dtype: float64
  - name: cor_cor_dist_m
    dtype: float64
  - name: bus_the_geom_left
    dtype: string
  - name: cor_pjct_name_y
    dtype: string
  - name: cor_sip_year_y
    dtype: float64
  - name: cor_end_date_y
    dtype: string
  - name: cor_Shape_Leng_y
    dtype: float64
  - name: bus_the_geom_right
    dtype: string
  - name: bus_Street_x
    dtype: string
  - name: bus_TrafDir_x
    dtype: string
  - name: bus_SegmentID_x
    dtype: float64
  - name: bus_RW_TYPE_right
    dtype: float64
  - name: bus_StreetWidt_x
    dtype: float64
  - name: bus_Boro_x
    dtype: string
  - name: bus_Facility_x
    dtype: string
  - name: bus_Hours_x
    dtype: string
  - name: bus_Days_x
    dtype: string
  - name: bus_Lane_width_x
    dtype: string
  - name: bus_Year1_x
    dtype: float64
  - name: bus_Year2_x
    dtype: float64
  - name: bus_Year3_x
    dtype: float64
  - name: bus_Lane_Type1_x
    dtype: string
  - name: bus_Lane_Type2_x
    dtype: string
  - name: bus_SBS_Route1_x
    dtype: string
  - name: bus_SBS_Route2_x
    dtype: string
  - name: bus_SBS_Route3_x
    dtype: float64
  - name: bus_Days_Code_x
    dtype: float64
  - name: bus_Last_Updat_x
    dtype: string
  - name: bus_Lane_Color_x
    dtype: string
  - name: bus_Open_dates_x
    dtype: string
  - name: bus_Chron_ID_1_x
    dtype: string
  - name: bus_Shape_Leng_x
    dtype: float64
  - name: bus_Shape_Le_1_x
    dtype: string
  - name: bus_bus_dist_m
    dtype: float64
  - name: the_geom
    dtype: string
  - name: bus_Street_y
    dtype: string
  - name: bus_TrafDir_y
    dtype: string
  - name: bus_SegmentID_y
    dtype: float64
  - name: RW_TYPE
    dtype: float64
  - name: bus_StreetWidt_y
    dtype: float64
  - name: bus_Boro_y
    dtype: string
  - name: bus_Facility_y
    dtype: string
  - name: bus_Hours_y
    dtype: string
  - name: bus_Days_y
    dtype: string
  - name: bus_Lane_width_y
    dtype: string
  - name: bus_Year1_y
    dtype: float64
  - name: bus_Year2_y
    dtype: float64
  - name: bus_Year3_y
    dtype: float64
  - name: bus_Lane_Type1_y
    dtype: string
  - name: bus_Lane_Type2_y
    dtype: string
  - name: bus_SBS_Route1_y
    dtype: string
  - name: bus_SBS_Route2_y
    dtype: string
  - name: bus_SBS_Route3_y
    dtype: float64
  - name: bus_Days_Code_y
    dtype: float64
  - name: bus_Last_Updat_y
    dtype: string
  - name: bus_Lane_Color_y
    dtype: string
  - name: bus_Open_dates_y
    dtype: string
  - name: bus_Chron_ID_1_y
    dtype: string
  - name: bus_Shape_Leng_y
    dtype: float64
  - name: bus_Shape_Le_1_y
    dtype: string
  - name: blk_block_id_x
    dtype: float64
  - name: blk_block_stat_x
    dtype: string
  - name: blk_trees_x
    dtype: float64
  - name: blk_surv_date_x
    dtype: string
  - name: blk_group_name_x
    dtype: string
  - name: blk_cb_num_x
    dtype: float64
  - name: blk_borocode_x
    dtype: float64
  - name: blk_boroname_x
    dtype: string
  - name: blk_cncldist_x
    dtype: float64
  - name: blk_st_assem_x
    dtype: float64
  - name: blk_st_senate_x
    dtype: float64
  - name: blk_nta_x
    dtype: string
  - name: blk_nta_name_x
    dtype: string
  - name: blk_boro_ct_x
    dtype: float64
  - name: blk_zipcode_x
    dtype: float64
  - name: blk_zip_city_x
    dtype: string
  - name: blk_state_x
    dtype: string
  - name: blk_start_x_sp_x
    dtype: float64
  - name: blk_start_y_sp_x
    dtype: float64
  - name: blk_mid_x_sp_x
    dtype: float64
  - name: blk_mid_y_sp_x
    dtype: float64
  - name: blk_end_x_sp_x
    dtype: float64
  - name: blk_end_y_sp_x
    dtype: float64
  - name: blk_start_lat_x
    dtype: float64
  - name: blk_start_long_x
    dtype: float64
  - name: blk_mid_lat_x
    dtype: float64
  - name: blk_mid_long_x
    dtype: float64
  - name: blk_end_lat_x
    dtype: float64
  - name: blk_end_long_x
    dtype: float64
  - name: blk_SHAPE_Leng_x
    dtype: float64
  - name: blk_blk_dist_m
    dtype: float64
  - name: blk_block_id_y
    dtype: float64
  - name: blk_block_stat_y
    dtype: string
  - name: blk_trees_y
    dtype: float64
  - name: blk_surv_date_y
    dtype: string
  - name: blk_group_name_y
    dtype: string
  - name: blk_cb_num_y
    dtype: float64
  - name: blk_borocode_y
    dtype: float64
  - name: blk_boroname_y
    dtype: string
  - name: blk_cncldist_y
    dtype: float64
  - name: blk_st_assem_y
    dtype: float64
  - name: blk_st_senate_y
    dtype: float64
  - name: blk_nta_y
    dtype: string
  - name: blk_nta_name_y
    dtype: string
  - name: blk_boro_ct_y
    dtype: float64
  - name: blk_zipcode_y
    dtype: float64
  - name: blk_zip_city_y
    dtype: string
  - name: blk_state_y
    dtype: string
  - name: blk_start_x_sp_y
    dtype: float64
  - name: blk_start_y_sp_y
    dtype: float64
  - name: blk_mid_x_sp_y
    dtype: float64
  - name: blk_mid_y_sp_y
    dtype: float64
  - name: blk_end_x_sp_y
    dtype: float64
  - name: blk_end_y_sp_y
    dtype: float64
  - name: blk_start_lat_y
    dtype: float64
  - name: blk_start_long_y
    dtype: float64
  - name: blk_mid_lat_y
    dtype: float64
  - name: blk_mid_long_y
    dtype: float64
  - name: blk_end_lat_y
    dtype: float64
  - name: blk_end_long_y
    dtype: float64
  - name: blk_SHAPE_Leng_y
    dtype: float64
  - name: centerline_wkt
    dtype: string
  - name: lon
    dtype: float64
  - name: lat
    dtype: float64
  splits:
  - name: train
    num_bytes: 1032173668
    num_examples: 133226
  download_size: 243819514
  dataset_size: 1032173668
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
---

###  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 dataset of roadway features that combines geometry with multimodal and safety-related attributes.

More information about how this dataset was generated can be found [here](https://github.com/VIDA-NYU/OSCUR-data/pull/30).