A **spatial index** is a grid system that is quantified, hierarchical and relatively uniform representation of a map that is used to perform large data analysis on top of it. A grid allows us to define a resolution on top of the map over which to perform the analysis, by bucketing the data in each of the grid cells. Filling the grid with different types of [[Spatial Data Join|spatial joins]].