The impact of the built environment on the ridership of ride-hailing results depends on the spatial grid scale. The existing research on the demand model of ride-hailing ignores the modifiable areal unit problem (MAUP). Taking Chengdu as an example. and taking the density of pick-ups and drop-offs as dependent variables. https://smokeysmountainfurnitureoutlets.shop/product-category/other/