A quadtree does the same thing for two-dimensional space. It takes a rectangular region and divides it into four equal quadrants: northwest, northeast, southwest, southeast. If a quadrant has too many points in it, it subdivides again and again. Each subdivision creates smaller and smaller cells where points are densely packed.
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[1]《官宣！刘强东进军游艇业，打算造10万元级别游艇》南方+
“初めて・最・変化・危機” 転換点迎えたオリンピック
But Homeless Street Angels says there is only so much it can do.