Spatial Interaction Analysis of Shared Bicycles Mobility Regularity and Determinants: A Case Study of Six Main Districts, Beijing

Understanding the regularity and determinants of mobility is indispensable for reasonable deployment shared bicycles urban planning. A spatial interaction network covering streets in Beijing’s six main districts, using bike sharing data, constructed analyzed. as Additionally, exponential random graph model (ERGM) used to interpret influencing factors structure regularity. The characteristics temporal between weekdays weekends show following: on obvious; flow edge always adjacent blocks; traffic frequently changes clusters; more complex, showing scattering seldom changing; there a stronger blocks. predicted result ERGM shows that selected this paper are positively correlated with network. Among them, three most important building density, housing prices number residential areas. determinant financial services greater effects than weekends.