Fig. 2: Livability score distribution in 1 km concentric circles around RBCs.
From: Assessing urban livability in Shanghai through an open source data-driven approach
Each panel represents livability score distribution in the study area based on a comparatively higher preference for each specific urban livability dimension (see “Methods”). The livability dimensions include: education (Panel a), medical services (Panel b), recreation (Panel c), living services (Panel d) and transportation services (Panel e). In each of these panels, we keep constant the age, price, population density, and access to transport for each RBC, and we change the relative weights among the POI categories to reflect areas that are better in terms of access for the specific POI category. Areas denoted in dark red and blue color represent respectively the areas of Shanghai with the highest and the lowest value of urban livability for each dimension.
