Table 5 Global Moran’s I Index.

From: Investigating the relationship between built environment and urban vitality using big data

Variables

Variables name

Global Moran’s I index

z-value

p-value

Distance

Road

0.149833

5.226676

0 < 0.001

Bus station

0.644252

22.057471

0 < 0.001

Diversity

Landscape

0.794562

26.59994

0 < 0.001

Food

0.567847

20.116474

0 < 0.001

Public

0.631761

21.873806

0 < 0.001

Hotel

0.474115

16.986665

0 < 0.001

Shopping

0.546094

19.629339

0 < 0.001

Traffic

0.67476

23.062783

0 < 0.001

Design

Openness

0.236753

8.029853

0 < 0.001

Enclosure

0.188987

6.44013

0 < 0.001

Greenness

0.102764

3.625915

0.000288

Imageability

0.057753

2.178916

0.029338

Walkability

− 0.023684

− 0.577112

0.563864

Destination

Transportation − 500 m

0.081663

3.36813

0.000757

Accessibility −  500 m

0.796895

26.295905

0 < 0.001

Transportation − 1200 m

0.175974

6.499889

0 < 0.001

Accessibility −  1200 m

0.827791

27.333419

0 < 0.001

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