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Articles tagged “geospatial-engineering”

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3D visualization of H3 hexagonal grid mapping vs traditional point-in-polygon spatial indexing for dealer networks

Beyond the Radius: Why I’m Switching Dealer Networks to Hexagonal Grids

Traditional "Point-in-Polygon" searches are failing modern dealer networks. As I transition into Data Engineering, I’ve found that administrative boundaries are too "noisy" for real-time scale. Discover why I'm moving toward Uber’s H3 hexagonal indexing to build faster, unbiased, and more performant geospatial architectures for dealership directories.

Apr 21, 2026 · 6 min