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Uncovering Correlations Between Urban Road Network Centrality and Human Mobility Cover

Uncovering Correlations Between Urban Road Network Centrality and Human Mobility

By: Yury Halavachou and  Li Jinwei  
Open Access
|May 2023

Figures & Tables

Figure 1

Street network in selected urban areas of two cities
Street network in selected urban areas of two cities

Figure 2

Street network in selected urban areas of two cities
Street network in selected urban areas of two cities

Correlation ρ(*indicates a p-value<0_05; ** indicates p-value<0_01)between the street centrality and the intensity of human movement_

GTPittsburghNYC
Cnt,iPint,iPi
Ccglob0.610**0.604**0.509**0.505**
Cbglob0.501**0.497**0.459**0.466**
Csglob0.0210.0200.0780.074
Cclocal,d=800m−0.223**−0.228**−0.085−0.093
Cclocal,d=1600m−0.043−0.0460.0120.004
Cclocal,d=2400m0.0240.0189−0.044−0.047
Cblocal,d=800m−0.001−0.128*0.009−0.127*
Cblocal,d=1600m0.0170.026−0.072−0.070
Cblocal,d=2400m0.106*0.112*−0.014−0.014
Cslocal,d=800m0.348**0.351**0.105*0.104*
Cslocal,d=1600m0.410**0.408**0.0280.026
Cslocal,d=2400m0.442**0.438**−0.031−0.031

Correlation results by considering the road network as a directed network based on the accessibility of driving, biking and walking in either directions_

PageRankdrivingbikingwalking
CPittsburghNYCPittsburghNYCPittsburghNYC
Ccglob (in)0.597**0.473**0.622**0.397**0.616**0.393**
Ccglob (out)0.594**0.481**0.623**0.391**
Cbglob0.481“0.431**0.520**0.452**0.514**0.444**
Csglob (in)−0.0530.0610.200**0.301**0.212**0.313**
Csglob (out)−0.0020.0830.231**0.303**
Cclocal,d=800m (in)−0.253**−0.143**−0.250**−0.087−0.241**0.042
Cclocal,d=800m (out)−0.282**−0.142**−0.253**−0.069
Cclocal,d=1600m (in)−0.133**−0.170*−0.123**−0.117*0.103*−0.012
Cclocal,d=1600m (out)−0.0670.003−0.103*−0.012
Cclocal,d=2400m (in)−0.053−0.215**−0.024−0.178**0.011−0.078
Cclocal,d=2400m (out)−0.039−0.204**−0.077−0.171**
Cblocal,d=800m0.0420.100*0.044−0.0660.041−0.081
Cblocal,d=1600m0.0610.125*0.072−0.0350.062−0.044
Cblocal,d=2400m0.140**0.100*0.161**0.0090.143**0.002
Cslocal,d=800m (in)0.248*0.0530.324**0.0020.362**0.094
Cslocal,d=800m (out)0.248**0.0530.324**0.002
Cslocal,d=1600m (in)0.306**0.0460.363**−0.0200.396**0.032
Cslocal,d=1600m (out)0.306**0.0460.363**−0.020
Cslocal,d=2400m (in)0.349**0.0030.386**−0.0510.423**−0.023
Cslocal,d=2400m (out)0.349**0.0030.386**−0.051
Language: English
Page range: 99 - 105
Published on: May 21, 2023
Published by: Xi’an Technological University
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2023 Yury Halavachou, Li Jinwei, published by Xi’an Technological University
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.