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Table 9 Summary for level of clusters based on principal factors

From: Missing data management and statistical measurement of socio-economic status: application of big data

Ward’s cluster

PCI

PC2

PC3

PC4

PC6

PC7

PC5

Cluster 1

Medium (− 0.045, 2.11)

Low (− 0.75, − 0.39)

Low (− 0.75, 1.05)

High (0.59, 3.07)

High (− 0.56, 2.49)

Low (− 0.54, 0.49)

Low (− 0.40, 1.04)

Cluster 2

High level (1.35, 2.46)

Medium (− 0.16,1.44)

Medium (− 0.11, 1.10)

Medium (− 0.54, 0.48)

Low (− 0.71, − 0.05)

Low (− 0.37, 1.12)

Low (− 0.32, 0.57)

Cluster 3

Low (− 1.63, − 0.53)

Low (− 0.69, 0.84)

Low (− 0.96, 0.49)

Medium (− 1.22, 1.24)

Low (− 1.73, − 0.077)

Low (− 0.51, 1.56)

Low (0.65, − 1.13)

Cluster 4

Low (− 1.28, − 0.79)

Medium (0.81, 2.71)

Low (− 0.58, 0.12)

Low (− 1.36, − 1.21)

Low (− 0.93, − 0.72)

Low (− 0.89, 0.41)

High (0.59, 2.71)

Cluster 5

Low (− 1.62, 0.71)

Low (− 0.86, − 0.12)

Low (− 0.41, − 0.41)

Medium (− 0.93, 0.32)

Low (− 0.69, 1.96)

Low (− 1.54 ,0.45)

Medium (− 0.62, 1.21)

Cluster 6

Medium (− 0.13, 2.06)

Low (− 0.53, 0.44)

High (2.23, 3.45)

Medium (− 0.79, 0.61)

Medium (− 1.14, 2.29)

Low (− 0.81, 1.26)

Medium (− 0.13, 0.83)

Cluster 7

Low (− 0.54)

Low (0.47)

Low (0.16)

Medium (− 0.37)

Low (0.35)

High (5.13)

Low (0.03)

Cluster 8

Low (− 0.88)

Low (− 0.34)

Low (− 0.79)

Medium (− 0.95)

Low (− 0.20)

Low (− 0.93)

Low (− 5.03)

Cluster 9

Medium (1.34)

High (5.12)

Medium (0.49)

Medium (2.22)

Low (0.29)

Low (0.17)

Low (− 0.43)