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Add README link to PR with dataset generation details
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metadata
dataset_info:
  features:
    - name: the_geom
      dtype: string
    - name: MainStreet
      dtype: string
    - name: CrossStree
      dtype: string
    - name: Install_Da
      dtype: string
    - name: LONG
      dtype: float64
    - name: LAT
      dtype: float64
    - name: X
      dtype: float64
    - name: 'Y'
      dtype: float64
  splits:
    - name: train
      num_bytes: 850288
      num_examples: 6687
  download_size: 533832
  dataset_size: 850288
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*

Signal Timing and Phasing Dataset

Overview
This dataset contains records of intersections across New York City where Leading Pedestrian Intervals (LPIs) have been implemented. LPIs adjust traffic signal phasing to give pedestrians a head start before vehicles receive a green signal, improving safety at crossings. Each record includes intersection location, borough, and installation metadata. No processors script was needed.

Dataset Generation
The dataset is obtained directly from NYC Open Data, published by the New York City Department of Transportation (NYC DOT) as part of the Vision Zero program. Since the dataset already includes geospatial point geometries (the_geom) and descriptive attributes, no processor script was required. The raw CSV is downloaded and stored in the standard data directory.

More information about how this dataset was generated can be found here.