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  This example demonstrates how H3 can be leveraged for spatial analysis and traffic prediction. To predict traffic congestion, we use an LSTM-based deep learning model.
  We also assign each ride a random timestamp within the past
  week to create a realistic dataset.
  To simulate real-world ride data, we generate random GPS coordinates centered
  around San Francisco. This enables spatial queries like "find all cells within a radius of k steps" from a
  target cell. H3 supports hierarchical resolution levels (from 0 to 15),
  allowing data to be indexed at different granularities.
  Today, H3 is widely used in applications beyond Uber,
  including environmental monitoring, geospatial analytics, and geographic information systems (GIS).
  It is designed to efficiently partition and index geographic space,
  enabling advanced geospatial analysis, fast queries, and seamless visualization. The above query
  took 1 seconds compared to 543 seconds which is a significant improvement and currently there’s no
  indexing involved.
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