“…The GWR model has also been successfully applied in the field of urban spatial analysis for urban landscapes (Gao & Li, ), land uses (Tu & Xia, ), urban transport (Cardozo, García‐Palomares, & Gutiérrez, ), etc. In addition, some POI data, such as variables that reflect convenience facilities (e.g., education, company, shopping), that are related to residents’ lives show high correlation with human activities (Bakillah et al, ), while the densities of transport facilities and land use perform well in some models (Nadai et al, ; Sung, Go, et al, ; Sung, Lee, et al, ). However, the construction environment has no significant impact on human activities (Ewing & Cervero, ).…”