Pengelompokan Kabupaten Kota di Sumatera Utara Berdasarkan Karakteristik Rumah Tangga Miskin dengan Menggunakan Analisis Cluster
1
1
Universitas Sumatera Utara
2
Lampiran 1. Data Awal
No
kabupaten/kota
X1
X2
X3
X4
X5
X6
X7
X8
X9
X10
X11
X12
1
Nias
5.06
68.82
92.37
2.82
28.68
26.78
76.4
80.02
58.67
49.45
0.96
17889949.15
2
Mandailing Natal
4.27
59.46
58.7
10.18
1.87
38.49
69.14
77.49
67.45
16.77
8.81
20430489.21
3
Tapanuli Selatan
4.32
50.86
71.24
5.93
0.66
25.59
70.65
43.67
66.2
13.68
9.11
34240382.44
4
Tapanuli Tengah
4.66
53.87
61.96
6.15
6.48
18.31
63.06
58.7
46.23
6.4
12.32
18804025.63
5
Tapanuli Utara
4.32
41.94
77.36
1.84
0
16.04
76.72
44.22
24.54
5.01
5.87
19136303.8
6
Toba Samosir
4.07
30.65
56.16
0.81
0
20.21
67.64
49.98
17.27
7.34
13.92
29015758.99
7
Labuhan Batu
4.44
45.52
49.7
0.99
2.19
15.87
47.36
65.15
12.39
6.06
5.64
48784359.13
8
Asahan
4.28
49.41
50.78
0.72
3.75
6.87
40.06
58.76
4.38
4.2
5.69
34667595.98
9
Simalungun
3.91
43.18
53.97
1.59
1.36
4.84
45.39
54.83
13.26
5.71
4.53
29983489.84
10
Dairi
4.16
45.45
75.55
1.49
0.13
13.58
74.63
66.68
28.35
6.62
9.93
22396068
11
Karo
3.7
41.28
77.02
4.11
0.57
15.54
53.67
46.83
15.67
4.18
25.56
36016228.13
12
Deli Serdang
4.26
31.92
17.01
0.97
1.66
2.12
17.3
67.7
2.26
0.64
13.64
34939520.24
13
Langkat
4.06
45.92
44.56
1.19
9.07
12.27
47.19
65.1
8.49
5.26
3.53
27600979.89
14
Nias Selatan
4.81
72.51
86.86
0.56
37.72
37.22
65.46
61.08
48.34
53.7
1.87
14030931.74
15
Humbang Hasundutan
4.4
41.4
82.09
2.74
0
15.89
71.98
59.5
29.15
2.65
4.06
22467502.5
16
Pakpak Bharat
4.5
47.44
80.02
3.81
0
12.99
83.49
55.67
22.7
15.89
4.16
16837988.95
17
Samosir
4.14
45.86
69.52
2.02
0
46.39
67.38
57.3
32.54
3.55
4.6
22930551.05
18
Serdang Bedagai
4.1
46.13
44.17
1.23
2.87
1.87
31.73
64.92
5.13
0.96
3.8
30404041.23
19
Batu Bara
4.36
52.86
36.79
1.31
11.36
10.76
34.54
65.36
5.21
2.69
3.59
59539680.59
20
Padang Lawas Utara
4.3
48.72
73.11
5.67
0.16
32.69
68
71.68
53.83
24.39
2.73
30116200.43
21
Padang Lawas
4.32
56.89
68.63
11.9
16.34
56.64
78.85
53.33
17.24
6.22
28697007.87
22
Labuhan Batu Selatan
4.22
38.94
72.04
0.33
0.17
5.3
58.55
77.78
5.66
16.2
7.92
57119470.88
23
Labuhan Batu Utara
4.32
42.72
65.23
0.85
2.23
14.74
51.3
76.59
6.5
8.86
1.61
46421104.17
2
Universitas Sumatera Utara
3
24
Nias Utara
4.87
62.4
73.96
2.21
23.81
18.02
70.62
72.04
45.55
34.23
0.08
17336693.64
25
Nias Barat
5.07
55.78
87.94
1.51
36.06
17.94
79.81
70.18
49.08
26
Sibolga
4.66
39.08
15.21
5.67
0.85
18.63
52.77
37.9
4.48
31.25
0.22
13993886.79
1.43
36.99
39756289.73
27
Tanjung Balai
4.68
45.75
22.79
2.87
2.91
38.41
59.83
48.42
7.34
1.78
25.25
32872124.93
28
Pematang Siantar
4.28
26.22
7.5
1.77
0
1.97
30.29
20.59
1.69
0.59
25.83
39226755.09
29
Tebing Tinggi
4.18
31.41
5.43
0
1.16
1.21
20.79
84.18
2.19
0
17.38
25191621.33
30
Medan
4.36
25.26
3.56
4.65
0.3
31
Binjai
4.34
30.54
5.14
1.53
0.65
2.12
15.78
65.31
0.27
0.11
24.49
67236758.77
0.8
21.16
72.61
2.22
0.89
11.62
29020888.48
32
Padang Sidempuan
4.46
37.56
21.86
7.46
0
7.83
38.78
75.93
27.24
4.46
25.61
19156984.06
33
Gunung Sitoli
4.9
46.55
47.42
3.48
11.03
17.93
56.67
85.17
21.94
7.63
4.71
24126803.19
rata-rata
4.38727
45.52424
St. Dev
0.31151
11.16612
53.20152
3.04121
5.690606
16.22909
54.08424
63.03606
23.92576
10.90364
10.06818
30617831.38939
27.17607
2.82588
10.41478
11.97309
19.32751
14.38897
21.22789
13.59726
9.38204
13192272.12806
3
Universitas Sumatera Utara
4
Lampiran 2. Data Setelah Dibakukan
kabupaten/kota
no
z1
z2
z3
z4
z5
z6
z7
z8
z9
z10
z11
z12
1.18034
1.63673
2.83486
-0.97081
-0.96480
1
Nias
2.15956
2.08629
1.44129
-0.07828
2.20738
3.25162
1.15461
2
Mandailing Natal
-0.37646
1.24804
0.20233
2.52622
-0.36684
-0.05433
0.77898
1.00452
2.05033
0.43144
-0.13411
-0.77222
3
Tapanuli Selatan
-0.21596
0.47785
0.66376
1.02226
-0.48303
-0.18745
0.85711
-1.34590
1.99145
0.20419
-0.10213
0.27460
4
Tapanuli Tengah
0.87550
0.74742
0.32229
1.10011
0.07580
-0.61123
0.46440
-0.30135
1.05070
-0.33122
0.24001
-0.89551
5
Tapanuli Utara
-0.21596
-0.32099
0.88896
-0.42508
-0.54640
-0.32501
1.17117
-1.30767
0.02894
-0.43344
-0.44747
-0.87032
6
Toba Samosir
-1.01850
-1.33209
0.10886
-0.78956
-0.54640
-0.48255
0.70137
-0.90737
-0.31354
-0.26208
0.41055
-0.12144
7
Labuhan Batu
0.16926
-0.00038
-0.12885
-0.72587
-0.33612
-0.00108
-0.34791
0.14691
-0.54342
-0.35622
-0.47199
1.37706
8
Asahan
-0.34436
0.34800
-0.08910
-0.82141
-0.18633
-0.64673
-0.72561
-0.29718
-0.92076
-0.49301
-0.46666
0.30698
9
Simalungun
-1.53212
-0.20994
0.02828
-0.51354
-0.41581
-0.41820
-0.44984
-0.57030
-0.50244
-0.38196
-0.59030
-0.04808
10
Dairi
-0.72958
-0.00665
0.82236
-0.54893
-0.53391
-0.08317
1.06303
0.25325
0.20842
-0.31504
-0.01473
-0.62323
11
Karo
-2.20625
-0.38010
0.87645
0.37821
-0.49167
-0.28064
-0.02143
-1.12628
-0.38891
-0.49448
1.65122
0.40921
12
Deli Serdang
-0.40857
-1.21835
-1.33174
-0.73294
-0.38701
-0.42264
-1.90321
0.32413
-1.02063
-0.75483
0.38071
0.32759
13
Langkat
-1.05060
0.03544
-0.31798
-0.65509
0.32448
0.66677
-0.35671
0.14344
-0.72715
-0.41506
-0.69688
-0.22868
14
Nias Selatan
1.35702
2.41675
1.23853
-0.87803
3.07538
3.01644
0.58858
-0.13594
1.15010
3.14743
-0.87382
-1.25732
15
Humbang Hasundutan
0.04086
-0.36935
1.06301
-0.10659
-0.54640
-0.50695
0.92592
-0.24575
0.24610
-0.60701
-0.64039
-0.61781
16
Pakpak Bharat
0.36187
0.17157
0.98684
0.27205
-0.54640
0.48483
1.52145
-0.51192
-0.05774
0.36672
-0.62973
-1.04454
17
Samosir
-0.79378
0.03007
0.60047
-0.36138
-0.54640
-0.67336
0.68792
-0.39864
0.40580
-0.54082
-0.58284
-0.58271
18
Serdang Bedagai
-0.92219
0.05425
-0.33233
-0.64094
-0.27083
-0.62677
-1.15660
0.13093
-0.88543
-0.73130
-0.66810
-0.01621
19
Batu Bara
-0.08755
0.65697
-0.60390
-0.61263
0.54436
-0.42042
-1.01121
0.16151
-0.88166
-0.60407
-0.69049
2.19233
20
Padang Lawas Utara
-0.28016
0.28620
0.73257
0.93025
-0.53103
0.20971
0.72000
0.60073
1.40872
0.99184
-0.78215
-0.03802
21
Padang Lawas
-0.21596
1.01788
0.56772
3.13488
-0.53776
-0.48033
0.13223
1.09903
1.38517
0.46600
-0.41016
-0.14560
22
Labuhan Batu Selatan
-0.53697
-0.58966
0.69320
-0.95942
-0.53007
-0.18745
0.23106
1.02467
-0.86046
0.38952
-0.22897
2.00888
23
Labuhan Batu Utara
-0.21596
-0.25114
0.44261
-0.77541
-0.33228
0.21636
-0.14406
0.94197
-0.82089
-0.15030
-0.90153
1.19792
4
Universitas Sumatera Utara
5
24
Nias Utara
1.54963
25
Nias Barat
2.19166
26
Sibolga
0.87550
27
Tanjung Balai
0.93970
28
Pematang Siantar
29
30
1.51134
0.76385
-0.29414
1.73978
1.56759
0.85556
0.62575
0.91847
1.27827
-0.54185
2.91599
1.18152
1.33104
0.49649
-0.57712
-1.39798
0.93025
-0.46478
-0.78873
-0.06800
-1.74690
0.02022
-1.11905
-0.06059
-0.26699
-0.75323
0.29728
-1.01578
-0.34436
-1.72882
-1.68168
-0.44985
-0.54640
-0.71108
-1.23111
Tebing Tinggi
-0.66538
-1.26402
-1.75785
-1.07620
-0.43502
-0.58683
Medan
-0.08755
-1.81480
-1.82666
0.56931
-0.51759
31
Binjai
-0.15175
-1.34194
-1.76852
-0.53478
-0.48399
32
Padang Sidempuan
0.23347
-0.71325
-1.15328
1.56369
33
Gunung Sitoli
1.64594
0.09186
-0.21274
0.15527
1.01867
1.71552
-1.06461
-1.00674
1.18496
1.49636
-1.04968
-1.26013
-0.91605
-0.69673
2.86951
0.69271
-0.78132
-0.67099
1.61818
0.17088
-2.94990
-1.04748
-0.75851
1.68000
0.65257
-1.72264
1.46945
-1.02392
-0.80190
0.77934
-0.41132
-0.76877
-1.98185
0.15803
-1.11437
-0.79381
1.53717
2.77579
-0.69333
-1.70349
0.66537
-1.02251
-0.73645
0.16540
-0.12105
-0.54640
-0.78873
-0.79184
0.89610
0.15613
-0.47389
1.65655
-0.86875
0.51267
0.90418
0.13379
1.53826
-0.09354
-0.24076
-0.57111
-0.49203
5
Universitas Sumatera Utara
6
Lampiran 3. Nilai korelasi data yang telah dibakukan
Correlations: z1, z2, z3, z4, z5, z6, z7, z8, z9, z10, z11, z12
z2
z3
z4
z5
z6
z7
z8
z9
z10
z11
z12
z1
0.514
0.176
0.070
0.707
0.605
0.342
0.228
0.385
0.590
-0.175
-0.323
z2
0.687
0.219
0.695
0.722
0.599
0.272
0.731
0.788
-0.585
-0.460
z3
0.051
0.399
0.559
0.854
0.110
0.664
0.637
-0.658
-0.435
z4
-0.213
-0.157
0.192
0.091
0.558
0.056
0.231
-0.142
z5
z6
z7
0.854
0.306
0.239
0.405
0.808
-0.422
-0.375
0.454
0.313
0.493
0.908
-0.521
-0.410
z8
-0.066
0.696
0.195
0.546
0.287
-0.403 -0.453
-0.545 -0.096
z9
0.682
-0.398
-0.571
z10
-0.490
-0.422
z11
0.294
Cell Contents: Pearson correlation
6
Universitas Sumatera Utara
7
Lampiran 4. Nilai Eigen Value
Total Variance Explained
Initial Eigenvalues
Compon
Extraction Sums of Squared Loadings
Rotation Sums of Squared Loadings
ent
Total
% of Variance
Cumulative %
Total
% of Variance
Cumulative %
Total
% of Variance
Cumulative %
1
6.060
50.497
50.497
6.060
50.497
50.497
3.702
30.853
30.853
2
1.763
14.691
65.189
1.763
14.691
65.189
3.449
28.743
59.596
3
1.249
10.411
75.600
1.249
10.411
75.600
1.529
12.745
72.342
4
1.115
9.289
84.888
1.115
9.289
84.888
1.506
12.547
84.888
5
.649
5.408
90.297
6
.410
3.419
93.716
7
.303
2.527
96.242
8
.171
1.427
97.669
9
.113
.942
98.611
10
.077
.638
99.249
11
.053
.439
99.688
12
.037
.312
100.000
Extraction Method: Principal Component Analysis.
7
Universitas Sumatera Utara
8
Lampiran 5. Nilai Eigen Vektor
Variable
PC1
PC2
PC3
PC4
PC5
PC6
PC7
PC8
PC9
z1
0.253 -0.194 -0.475 -0.215
0.075
0.682
0.169
0.141 -0.106
z2
0.364
0.043 -0.045
0.061 -0.201 -0.161
0.488 -0.611 -0.155
z3
0.320
0.192
0.438
0.012 -0.183
0.112 -0.202 -0.183
0.216
z4
0.046
0.577 -0.473
0.250 -0.179 -0.073
0.073 -0.027 -0.211
z5
0.317 -0.359 -0.177 -0.203 -0.025 -0.174
0.156 -0.112
0.591
z6
0.349 -0.279 -0.052 -0.098 -0.085 -0.232 -0.333
0.048 -0.524
z7
0.296
0.336
0.261 -0.214 -0.014
0.466 -0.276 -0.156 -0.017
z8
0.133 -0.220 -0.176
0.779
0.205
0.171 -0.362 -0.225
0.171
z9
0.323
0.376 -0.125
0.098 -0.050 -0.141
0.062
0.502
0.385
z10
0.369 -0.114 -0.106 -0.063 -0.214 -0.275 -0.318
0.247 -0.106
z11
-0.264
0.162 -0.444 -0.387 -0.043 -0.120 -0.489 -0.405
0.229
z12
-0.247 -0.203 -0.006
0.142 -0.888
0.225 -0.025
0.075
0.090
PC10
PC11
PC12
-0.024
0.145
0.273
0.385
0.040
0.086
-0.413
0.205
0.538
-0.506
0.007 -0.187
-0.381 -0.170 -0.327
-0.125 -0.543
0.168
0.174 -0.202 -0.544
0.112 -0.027 -0.025
0.390 -0.304
0.241
0.166
0.678 -0.229
0.191 -0.016
0.219
0.072 -0.133 -0.043
8
Universitas Sumatera Utara
1
Lampiran 6. Skor Komponen Utama
Y1
6.16602
1.81652
0.91261
0.93037
0.16205
-1.27511
-0.74480
-0.99779
-1.10090
0.30986
-1.65370
-2.58676
-0.28330
5.83686
0.27957
1.40149
-0.04265
-1.35439
-1.12334
1.54527
1.25257
-0.77152
-0.36575
4.09993
4.59295
-2.54983
-1.47977
-3.67630
-2.62841
-3.98336
-2.54431
-1.40854
1.26444
Y2
-1.33825
2.66755
2.24274
1.57809
1.08602
0.47485
-1.02439
-0.76830
0.00635
0.73716
1.38813
-1.40820
-0.98019
-1.95883
1.00496
1.01485
1.00303
-0.75222
-1.69717
1.28358
2.56401
-1.05970
-1.20879
-0.95148
-1.13067
0.88130
0.20828
-0.12780
-1.54976
-1.02662
-1.27709
1.11532
-0.99676
Y3
-0.98580
-1.12720
0.21722
-0.83350
1.60311
1.31485
0.45639
0.79965
1.43648
1.31602
0.92975
-0.41444
0.90325
-0.40108
1.24284
0.93686
1.45995
0.83374
0.13811
0.23261
-1.25567
1.17844
1.03033
-0.43713
-0.41685
-2.11909
-1.11667
-0.48938
-0.61925
-1.83531
-0.69603
-2.24979
-1.03242
Y4
-0.21317
1.60266
-0.51552
-0.24957
-1.11556
-0.94743
0.38520
0.07884
0.16239
0.07289
-0.77712
0.44079
0.30942
-1.42670
-0.05173
-0.58183
0.02516
0.71882
0.70159
1.09305
2.12758
0.98769
1.10146
-0.24698
-0.89197
-2.24030
-1.59254
-2.63034
1.02514
0.49624
0.70990
0.61981
0.82213
1
Universitas Sumatera Utara
2
Lampiran 7. Komponen Matriks
Component Matrix
a
Component
1
2
3
4
Zscore(X1)
.624
-.257
.530
-.228
Zscore(X2)
.896
.056
.050
.065
Zscore(X3)
.787
.255
-.489
.012
Zscore(X4)
.114
.766
.528
.264
Zscore(X5)
.780
-.477
.198
-.214
Zscore(X6)
.860
-.370
.058
-.104
Zscore(X7)
.730
.447
-.291
-.226
Zscore(X8)
.328
-.293
.197
.822
Zscore(X9)
.794
.500
.140
.103
Zscore(X10)
.909
-.152
.119
-.067
Zscore(X11)
-.649
.216
.497
-.409
Zscore(X12)
-.608
-.269
.006
.150
Extraction Method: Principal Component Analysis.
a. 4 components extracted.
Rotated Component Matrix
a
Component
1
2
3
4
Zscore(X1)
.046
.870
.171
.008
Zscore(X2)
.619
.572
.160
.275
Zscore(X3)
.932
.152
-.080
.161
Zscore(X4)
.124
-.088
.962
.031
Zscore(X5)
.234
.901
-.190
.138
Zscore(X6)
.407
.799
-.177
.234
Zscore(X7)
.890
.202
.129
-.137
Zscore(X8)
-.074
.194
.138
.920
Zscore(X9)
.700
.337
.533
.152
Zscore(X10)
.506
.752
.031
.215
Zscore(X11)
-.594
-.149
.338
-.626
Zscore(X12)
-.562
-.323
-.201
.057
Extraction Method: Principal Component Analysis.
Rotation Method: Varimax with Kaiser Normalization.
a. Rotation converged in 6 iterations.
2
Universitas Sumatera Utara
3
Lampiran 8. Hasil perhitungan jarak menggunakan euclidan distance
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
1
0.00000
2
6.18723
0.00000
3
6.47769
2.70031
0.00000
4
5.99513
2.34290
1.27154
0.00000
5
7.03147
4.48127
2.04501
2.74216
0.00000
6
8.03056
5.18002
3.05006
3.34420
1.59697
0.00000
7
7.09197
4.91740
3.78017
3.41261
2.97379
2.24539
0.00000
8
7.41068
5.07545
3.66176
3.46387
2.61838
1.71494
0.58418
0.00000
9
7.78618
4.92343
3.31690
3.45238
2.10277
1.22325
1.48306
1.01156
0.00000
10
6.63191
3.78231
2.04540
2.41176
1.27999
1.90315
2.24764
2.05986
1.59589
0.00000
11
8.51872
4.85527
2.80934
3.17818
1.98902
1.07458
2.86730
2.41455
1.83149
2.26959
0.00000
12
8.79603
6.15293
5.18541
4.68405
4.50220
3.19122
2.07402
2.13057
2.77707
4.01532
3.46125
0.00000
13
6.75007
4.84875
3.60120
3.36846
2.64347
2.20226
0.64836
0.78695
1.39560
1.87815
2.94419
2.69123
0.00000
14
1.51922
6.87538
6.56613
6.17706
6.75191
7.72509
6.94332
7.19988
7.60897
6.55846
8.33689
8.64571
6.56730
0.00000
15
6.71817
3.67158
1.78881
2.25883
1.13222
1.87230
2.44480
2.23374
1.72809
0.30581
2.12334
4.12655
2.12212
6.66375
0.00000
16
5.66307
3.45485
1.50632
1.94518
1.50666
2.78070
3.15136
3.06455
2.84298
1.35690
3.08410
4.96478
2.75937
5.68690
1.27806
0.00000
17
7.07585
3.92542
2.07029
2.57154
1.17070
1.66280
2.39587
2.11868
1.46036
0.46684
1.91535
3.99657
2.09328
6.98858
0.39608
1.65159
0.00000
18
7.81533
5.13575
4.00159
3.79051
3.10412
2.12599
0.83629
0.73359
1.14568
2.37440
2.63016
1.89323
1.17118
7.53195
2.55316
3.52416
2.38219
19
7.44067
5.48694
4.59952
4.09802
3.85313
2.97400
0.89293
1.30538
2.20885
3.12454
3.55157
1.61197
1.39963
7.13015
3.32530
4.00187
3.26555
20
5.60500
2.02428
1.97686
1.84501
2.95103
3.73408
3.33501
3.46807
3.30892
2.00980
3.77198
5.01632
3.08741
5.60072
2.00267
1.84231
2.29062
21
6.70236
0.78792
3.06174
2.62773
4.69727
5.17852
4.77841
4.95884
4.81561
3.88091
4.80026
5.83711
4.78403
6.65114
3.79069
3.81710
3.98861
22
7.37110
5.12684
4.11413
3.92850
3.17486
2.52424
0.94144
1.05148
1.41163
2.29214
3.15382
2.50058
0.88344
7.00068
2.54012
3.39816
2.40663
23
6.96232
4.96935
4.10159
3.84002
3.28451
2.81788
1.01001
1.30094
1.75038
2.32008
3.45572
2.73797
0.83817
6.56654
2.58692
3.30302
2.51785
24
2.17267
4.71261
4.56754
4.07455
4.95735
5.87243
4.96737
5.25890
5.62531
4.51575
6.38181
6.73750
4.61732
2.46343
4.61337
3.62602
4.96528
3
Universitas Sumatera Utara
4
25
1.81718
5.37241
5.04664
4.61932
5.35507
6.32563
5.55847
5.81463
6.18541
5.07617
6.86960
7.30763
5.19484
2.06613
5.16011
4.08869
5.51407
26
9.28903
6.16505
4.71966
4.26768
4.74510
3.90558
4.51841
4.36205
4.61301
5.03481
3.53500
3.91627
4.92320
9.13181
4.91052
5.26498
4.92367
27
7.92273
5.20797
3.57795
3.09337
3.33027
2.53799
2.90614
2.76619
3.12773
3.48914
2.50500
2.90964
3.24678
7.79596
3.41634
3.76705
3.45729
28
10.21888
7.50400
5.62576
5.46973
4.78323
3.49518
4.40289
4.07258
4.26132
5.21579
3.44053
3.50199
4.77709
9.79266
5.15576
5.77235
5.03326
29
8.89126
6.17533
5.47679
4.91113
4.92498
3.68269
2.32175
2.48563
3.11851
4.30296
3.90241
0.63654
2.94180
8.59717
4.42832
5.27457
4.30417
30
10.21430
7.00079
6.31631
5.69993
6.00569
4.64723
3.96894
4.01218
4.49351
5.62608
4.53049
2.02929
4.60730
10.06967
5.66350
6.48161
5.54340
31
8.76411
5.96321
5.16480
4.60054
4.63972
3.38682
2.17614
2.29910
2.92882
4.08137
3.57085
0.41316
2.81396
8.53412
4.18585
5.01569
4.07116
32
8.10466
3.87771
3.74620
2.90627
4.50822
3.94854
3.52099
3.64808
3.88874
4.01373
3.49220
3.34019
3.96173
8.20972
3.93845
4.41645
3.99925
33
5.02157
3.78816
3.73752
2.81595
4.03161
4.15403
2.53876
3.01311
3.62378
3.16136
4.53993
3.94060
2.53090
4.92613
3.30413
3.14873
3.54326
4
Universitas Sumatera Utara
5
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
18
0.00000
19
1.19605
0.00000
20
3.61302
4.02101
0.00000
21
4.91364
5.27055
2.23840
0.00000
22
0.79082
1.30164
3.42990
4.94495
0.00000
23
1.17086
1.32981
3.24042
4.80955
0.47091
0.00000
24
5.68658
5.39159
3.71026
5.17443
5.27989
4.89696
0.00000
25
6.29863
5.98701
4.41351
5.88474
5.90429
5.53741
0.83163
0.00000
26
4.64468
4.73635
5.79425
6.09209
5.31258
5.49771
7.37433
7.73194
0.00000
27
3.17566
3.25504
4.39773
5.18399
3.74627
3.88797
5.89495
6.29692
2.56151
0.00000
28
4.32997
4.52504
6.60618
7.40031
5.01776
5.32579
8.17504
8.50960
2.44044
2.53144
0.00000
20
2.11287
1.72199
5.11641
5.79703
2.63083
2.82184
6.87604
7.48598
3.89492
3.39261
4.06194
0.00000
30
3.76300
3.54484
6.36673
6.58064
4.43184
4.65816
8.23726
8.80358
4.12361
3.55983
3.53400
1.96675
0.00000
31
2.00790
1.70043
4.92857
5.61189
2.60400
2.80791
6.72566
7.32160
3.63549
2.96948
3.71513
0.43207
1.86473
0.00000
32
3.60675
3.70138
3.89096
3.52730
4.12609
4.18091
6.21707
6.83429
4.39359
2.64694
4.51116
3.37842
3.37708
3.07179
0.00000
33
3.22666
2.75259
2.63676
3.79911
3.01071
2.65244
3.08859
3.79657
5.36380
3.84975
6.11395
3.95879
5.31894
3.83548
3.62334
Keterangan:
1.
2.
3.
4.
5.
6.
7.
Nias
Mandailing Natal
Tapanuli Selatan
Tapanuli Tengah
Tapanuli Utara
Toba Samosir
Labuhan Batu
8. Asahan
9. Simalungun
10. Dairi
11. Karo
12. Deli Serdang
13. Langkat
14. Nias Selatan
15. Humbang Hasundutan
16. Pakpak Bharat
17. Samosir
18. Serdang Bedagai
19. Batu Bara
20. Padang Lawas Utara
21. Padang Lawas
22. Labuhan Batu Selatan
23. Labuhan Batu Utara
24. Nias Utara
25. Nias Barat
26. Sibolga
27. Tanjung Balai
28. Pematang Siantar
29. Tebing Tinggi
30. Medan
31. Binjai
32. Padang Sidempuan
33. Gunung Sitoli
5
Universitas Sumatera Utara
33
0.00000
6
Lampiran 9. Hasil Analisis Cluster cengan SPSS
Cluster
Complete Linkage
Agglomeration Schedule
Cluster Combined
Stage Cluster First Appears
Stage
Cluster 1
Cluster 2
Coefficients
Cluster 1
Cluster 2
Next Stage
1
10
15
.306
0
0
3
2
12
31
.413
0
0
6
3
10
17
.467
1
0
13
4
22
23
.471
0
0
14
5
7
8
.584
0
0
7
6
12
29
.637
2
0
20
7
7
13
.787
5
0
14
8
2
21
.788
0
0
27
9
24
25
.832
0
0
22
10
6
11
1.075
0
0
26
11
9
18
1.146
0
0
21
12
3
4
1.272
0
0
19
13
5
10
1.280
0
3
17
14
7
22
1.301
7
4
15
15
7
19
1.400
14
0
21
16
1
14
1.519
0
0
22
17
5
16
1.652
13
0
24
18
26
27
1.739
0
0
23
19
3
20
1.977
12
0
24
20
12
30
2.029
6
0
25
21
7
9
2.209
15
11
26
22
1
24
2.329
16
9
32
23
26
28
2.531
18
0
28
24
3
5
2.951
19
17
29
25
12
32
3.378
20
0
28
26
6
7
3.552
10
21
29
27
2
33
3.799
8
0
30
28
12
26
4.511
25
23
31
29
3
6
4.600
24
26
30
30
2
3
5.487
27
29
31
31
2
12
7.504
30
28
32
32
1
2
10.219
22
31
0
6
Universitas Sumatera Utara
7
Cluster Membership
Case
5 Clusters
4 Clusters
3 Clusters
2 Clusters
1:Nias
1
1
1
1
2:Mandailing Natal
2
2
2
2
3:Tapanuli Selatan
3
3
2
2
4:Tapanuli Tengah
3
3
2
2
5:Tapanuli Utara
3
3
2
2
6:Toba Samosir
4
3
2
2
7:Labuhan Batu
4
3
2
2
8:Asahan
4
3
2
2
9:Simalungun
4
3
2
2
10:Dairi
3
3
2
2
11:Karo
4
3
2
2
12:Deli Serdang
5
4
3
2
13:Langkat
4
3
2
2
14:Nias Selatan
1
1
1
1
15:Humbang Hasundutan
3
3
2
2
16:Pakpak Bharat
3
3
2
2
17:Samosir
3
3
2
2
18:Serdang Bedagai
4
3
2
2
19:Batu Bara
4
3
2
2
20:Padang Lawas Utara
3
3
2
2
21:Padang Lawas
2
2
2
2
22:Labuhan Batu Selatan
4
3
2
2
23:Labuhan Batu Utara
4
3
2
2
24:Nias Utara
1
1
1
1
25:Nias Barat
1
1
1
1
26:Sibolga
5
4
3
2
27:Tanjung Balai
5
4
3
2
28:Pematang Siantar
5
4
3
2
29:Tebing Tinggi
5
4
3
2
30:Medan
5
4
3
2
31:Binjai
5
4
3
2
32:Padang Sidempuan
5
4
3
2
33:Gunung Sitoli
2
2
2
2
7
Universitas Sumatera Utara
1
Universitas Sumatera Utara
2
Lampiran 1. Data Awal
No
kabupaten/kota
X1
X2
X3
X4
X5
X6
X7
X8
X9
X10
X11
X12
1
Nias
5.06
68.82
92.37
2.82
28.68
26.78
76.4
80.02
58.67
49.45
0.96
17889949.15
2
Mandailing Natal
4.27
59.46
58.7
10.18
1.87
38.49
69.14
77.49
67.45
16.77
8.81
20430489.21
3
Tapanuli Selatan
4.32
50.86
71.24
5.93
0.66
25.59
70.65
43.67
66.2
13.68
9.11
34240382.44
4
Tapanuli Tengah
4.66
53.87
61.96
6.15
6.48
18.31
63.06
58.7
46.23
6.4
12.32
18804025.63
5
Tapanuli Utara
4.32
41.94
77.36
1.84
0
16.04
76.72
44.22
24.54
5.01
5.87
19136303.8
6
Toba Samosir
4.07
30.65
56.16
0.81
0
20.21
67.64
49.98
17.27
7.34
13.92
29015758.99
7
Labuhan Batu
4.44
45.52
49.7
0.99
2.19
15.87
47.36
65.15
12.39
6.06
5.64
48784359.13
8
Asahan
4.28
49.41
50.78
0.72
3.75
6.87
40.06
58.76
4.38
4.2
5.69
34667595.98
9
Simalungun
3.91
43.18
53.97
1.59
1.36
4.84
45.39
54.83
13.26
5.71
4.53
29983489.84
10
Dairi
4.16
45.45
75.55
1.49
0.13
13.58
74.63
66.68
28.35
6.62
9.93
22396068
11
Karo
3.7
41.28
77.02
4.11
0.57
15.54
53.67
46.83
15.67
4.18
25.56
36016228.13
12
Deli Serdang
4.26
31.92
17.01
0.97
1.66
2.12
17.3
67.7
2.26
0.64
13.64
34939520.24
13
Langkat
4.06
45.92
44.56
1.19
9.07
12.27
47.19
65.1
8.49
5.26
3.53
27600979.89
14
Nias Selatan
4.81
72.51
86.86
0.56
37.72
37.22
65.46
61.08
48.34
53.7
1.87
14030931.74
15
Humbang Hasundutan
4.4
41.4
82.09
2.74
0
15.89
71.98
59.5
29.15
2.65
4.06
22467502.5
16
Pakpak Bharat
4.5
47.44
80.02
3.81
0
12.99
83.49
55.67
22.7
15.89
4.16
16837988.95
17
Samosir
4.14
45.86
69.52
2.02
0
46.39
67.38
57.3
32.54
3.55
4.6
22930551.05
18
Serdang Bedagai
4.1
46.13
44.17
1.23
2.87
1.87
31.73
64.92
5.13
0.96
3.8
30404041.23
19
Batu Bara
4.36
52.86
36.79
1.31
11.36
10.76
34.54
65.36
5.21
2.69
3.59
59539680.59
20
Padang Lawas Utara
4.3
48.72
73.11
5.67
0.16
32.69
68
71.68
53.83
24.39
2.73
30116200.43
21
Padang Lawas
4.32
56.89
68.63
11.9
16.34
56.64
78.85
53.33
17.24
6.22
28697007.87
22
Labuhan Batu Selatan
4.22
38.94
72.04
0.33
0.17
5.3
58.55
77.78
5.66
16.2
7.92
57119470.88
23
Labuhan Batu Utara
4.32
42.72
65.23
0.85
2.23
14.74
51.3
76.59
6.5
8.86
1.61
46421104.17
2
Universitas Sumatera Utara
3
24
Nias Utara
4.87
62.4
73.96
2.21
23.81
18.02
70.62
72.04
45.55
34.23
0.08
17336693.64
25
Nias Barat
5.07
55.78
87.94
1.51
36.06
17.94
79.81
70.18
49.08
26
Sibolga
4.66
39.08
15.21
5.67
0.85
18.63
52.77
37.9
4.48
31.25
0.22
13993886.79
1.43
36.99
39756289.73
27
Tanjung Balai
4.68
45.75
22.79
2.87
2.91
38.41
59.83
48.42
7.34
1.78
25.25
32872124.93
28
Pematang Siantar
4.28
26.22
7.5
1.77
0
1.97
30.29
20.59
1.69
0.59
25.83
39226755.09
29
Tebing Tinggi
4.18
31.41
5.43
0
1.16
1.21
20.79
84.18
2.19
0
17.38
25191621.33
30
Medan
4.36
25.26
3.56
4.65
0.3
31
Binjai
4.34
30.54
5.14
1.53
0.65
2.12
15.78
65.31
0.27
0.11
24.49
67236758.77
0.8
21.16
72.61
2.22
0.89
11.62
29020888.48
32
Padang Sidempuan
4.46
37.56
21.86
7.46
0
7.83
38.78
75.93
27.24
4.46
25.61
19156984.06
33
Gunung Sitoli
4.9
46.55
47.42
3.48
11.03
17.93
56.67
85.17
21.94
7.63
4.71
24126803.19
rata-rata
4.38727
45.52424
St. Dev
0.31151
11.16612
53.20152
3.04121
5.690606
16.22909
54.08424
63.03606
23.92576
10.90364
10.06818
30617831.38939
27.17607
2.82588
10.41478
11.97309
19.32751
14.38897
21.22789
13.59726
9.38204
13192272.12806
3
Universitas Sumatera Utara
4
Lampiran 2. Data Setelah Dibakukan
kabupaten/kota
no
z1
z2
z3
z4
z5
z6
z7
z8
z9
z10
z11
z12
1.18034
1.63673
2.83486
-0.97081
-0.96480
1
Nias
2.15956
2.08629
1.44129
-0.07828
2.20738
3.25162
1.15461
2
Mandailing Natal
-0.37646
1.24804
0.20233
2.52622
-0.36684
-0.05433
0.77898
1.00452
2.05033
0.43144
-0.13411
-0.77222
3
Tapanuli Selatan
-0.21596
0.47785
0.66376
1.02226
-0.48303
-0.18745
0.85711
-1.34590
1.99145
0.20419
-0.10213
0.27460
4
Tapanuli Tengah
0.87550
0.74742
0.32229
1.10011
0.07580
-0.61123
0.46440
-0.30135
1.05070
-0.33122
0.24001
-0.89551
5
Tapanuli Utara
-0.21596
-0.32099
0.88896
-0.42508
-0.54640
-0.32501
1.17117
-1.30767
0.02894
-0.43344
-0.44747
-0.87032
6
Toba Samosir
-1.01850
-1.33209
0.10886
-0.78956
-0.54640
-0.48255
0.70137
-0.90737
-0.31354
-0.26208
0.41055
-0.12144
7
Labuhan Batu
0.16926
-0.00038
-0.12885
-0.72587
-0.33612
-0.00108
-0.34791
0.14691
-0.54342
-0.35622
-0.47199
1.37706
8
Asahan
-0.34436
0.34800
-0.08910
-0.82141
-0.18633
-0.64673
-0.72561
-0.29718
-0.92076
-0.49301
-0.46666
0.30698
9
Simalungun
-1.53212
-0.20994
0.02828
-0.51354
-0.41581
-0.41820
-0.44984
-0.57030
-0.50244
-0.38196
-0.59030
-0.04808
10
Dairi
-0.72958
-0.00665
0.82236
-0.54893
-0.53391
-0.08317
1.06303
0.25325
0.20842
-0.31504
-0.01473
-0.62323
11
Karo
-2.20625
-0.38010
0.87645
0.37821
-0.49167
-0.28064
-0.02143
-1.12628
-0.38891
-0.49448
1.65122
0.40921
12
Deli Serdang
-0.40857
-1.21835
-1.33174
-0.73294
-0.38701
-0.42264
-1.90321
0.32413
-1.02063
-0.75483
0.38071
0.32759
13
Langkat
-1.05060
0.03544
-0.31798
-0.65509
0.32448
0.66677
-0.35671
0.14344
-0.72715
-0.41506
-0.69688
-0.22868
14
Nias Selatan
1.35702
2.41675
1.23853
-0.87803
3.07538
3.01644
0.58858
-0.13594
1.15010
3.14743
-0.87382
-1.25732
15
Humbang Hasundutan
0.04086
-0.36935
1.06301
-0.10659
-0.54640
-0.50695
0.92592
-0.24575
0.24610
-0.60701
-0.64039
-0.61781
16
Pakpak Bharat
0.36187
0.17157
0.98684
0.27205
-0.54640
0.48483
1.52145
-0.51192
-0.05774
0.36672
-0.62973
-1.04454
17
Samosir
-0.79378
0.03007
0.60047
-0.36138
-0.54640
-0.67336
0.68792
-0.39864
0.40580
-0.54082
-0.58284
-0.58271
18
Serdang Bedagai
-0.92219
0.05425
-0.33233
-0.64094
-0.27083
-0.62677
-1.15660
0.13093
-0.88543
-0.73130
-0.66810
-0.01621
19
Batu Bara
-0.08755
0.65697
-0.60390
-0.61263
0.54436
-0.42042
-1.01121
0.16151
-0.88166
-0.60407
-0.69049
2.19233
20
Padang Lawas Utara
-0.28016
0.28620
0.73257
0.93025
-0.53103
0.20971
0.72000
0.60073
1.40872
0.99184
-0.78215
-0.03802
21
Padang Lawas
-0.21596
1.01788
0.56772
3.13488
-0.53776
-0.48033
0.13223
1.09903
1.38517
0.46600
-0.41016
-0.14560
22
Labuhan Batu Selatan
-0.53697
-0.58966
0.69320
-0.95942
-0.53007
-0.18745
0.23106
1.02467
-0.86046
0.38952
-0.22897
2.00888
23
Labuhan Batu Utara
-0.21596
-0.25114
0.44261
-0.77541
-0.33228
0.21636
-0.14406
0.94197
-0.82089
-0.15030
-0.90153
1.19792
4
Universitas Sumatera Utara
5
24
Nias Utara
1.54963
25
Nias Barat
2.19166
26
Sibolga
0.87550
27
Tanjung Balai
0.93970
28
Pematang Siantar
29
30
1.51134
0.76385
-0.29414
1.73978
1.56759
0.85556
0.62575
0.91847
1.27827
-0.54185
2.91599
1.18152
1.33104
0.49649
-0.57712
-1.39798
0.93025
-0.46478
-0.78873
-0.06800
-1.74690
0.02022
-1.11905
-0.06059
-0.26699
-0.75323
0.29728
-1.01578
-0.34436
-1.72882
-1.68168
-0.44985
-0.54640
-0.71108
-1.23111
Tebing Tinggi
-0.66538
-1.26402
-1.75785
-1.07620
-0.43502
-0.58683
Medan
-0.08755
-1.81480
-1.82666
0.56931
-0.51759
31
Binjai
-0.15175
-1.34194
-1.76852
-0.53478
-0.48399
32
Padang Sidempuan
0.23347
-0.71325
-1.15328
1.56369
33
Gunung Sitoli
1.64594
0.09186
-0.21274
0.15527
1.01867
1.71552
-1.06461
-1.00674
1.18496
1.49636
-1.04968
-1.26013
-0.91605
-0.69673
2.86951
0.69271
-0.78132
-0.67099
1.61818
0.17088
-2.94990
-1.04748
-0.75851
1.68000
0.65257
-1.72264
1.46945
-1.02392
-0.80190
0.77934
-0.41132
-0.76877
-1.98185
0.15803
-1.11437
-0.79381
1.53717
2.77579
-0.69333
-1.70349
0.66537
-1.02251
-0.73645
0.16540
-0.12105
-0.54640
-0.78873
-0.79184
0.89610
0.15613
-0.47389
1.65655
-0.86875
0.51267
0.90418
0.13379
1.53826
-0.09354
-0.24076
-0.57111
-0.49203
5
Universitas Sumatera Utara
6
Lampiran 3. Nilai korelasi data yang telah dibakukan
Correlations: z1, z2, z3, z4, z5, z6, z7, z8, z9, z10, z11, z12
z2
z3
z4
z5
z6
z7
z8
z9
z10
z11
z12
z1
0.514
0.176
0.070
0.707
0.605
0.342
0.228
0.385
0.590
-0.175
-0.323
z2
0.687
0.219
0.695
0.722
0.599
0.272
0.731
0.788
-0.585
-0.460
z3
0.051
0.399
0.559
0.854
0.110
0.664
0.637
-0.658
-0.435
z4
-0.213
-0.157
0.192
0.091
0.558
0.056
0.231
-0.142
z5
z6
z7
0.854
0.306
0.239
0.405
0.808
-0.422
-0.375
0.454
0.313
0.493
0.908
-0.521
-0.410
z8
-0.066
0.696
0.195
0.546
0.287
-0.403 -0.453
-0.545 -0.096
z9
0.682
-0.398
-0.571
z10
-0.490
-0.422
z11
0.294
Cell Contents: Pearson correlation
6
Universitas Sumatera Utara
7
Lampiran 4. Nilai Eigen Value
Total Variance Explained
Initial Eigenvalues
Compon
Extraction Sums of Squared Loadings
Rotation Sums of Squared Loadings
ent
Total
% of Variance
Cumulative %
Total
% of Variance
Cumulative %
Total
% of Variance
Cumulative %
1
6.060
50.497
50.497
6.060
50.497
50.497
3.702
30.853
30.853
2
1.763
14.691
65.189
1.763
14.691
65.189
3.449
28.743
59.596
3
1.249
10.411
75.600
1.249
10.411
75.600
1.529
12.745
72.342
4
1.115
9.289
84.888
1.115
9.289
84.888
1.506
12.547
84.888
5
.649
5.408
90.297
6
.410
3.419
93.716
7
.303
2.527
96.242
8
.171
1.427
97.669
9
.113
.942
98.611
10
.077
.638
99.249
11
.053
.439
99.688
12
.037
.312
100.000
Extraction Method: Principal Component Analysis.
7
Universitas Sumatera Utara
8
Lampiran 5. Nilai Eigen Vektor
Variable
PC1
PC2
PC3
PC4
PC5
PC6
PC7
PC8
PC9
z1
0.253 -0.194 -0.475 -0.215
0.075
0.682
0.169
0.141 -0.106
z2
0.364
0.043 -0.045
0.061 -0.201 -0.161
0.488 -0.611 -0.155
z3
0.320
0.192
0.438
0.012 -0.183
0.112 -0.202 -0.183
0.216
z4
0.046
0.577 -0.473
0.250 -0.179 -0.073
0.073 -0.027 -0.211
z5
0.317 -0.359 -0.177 -0.203 -0.025 -0.174
0.156 -0.112
0.591
z6
0.349 -0.279 -0.052 -0.098 -0.085 -0.232 -0.333
0.048 -0.524
z7
0.296
0.336
0.261 -0.214 -0.014
0.466 -0.276 -0.156 -0.017
z8
0.133 -0.220 -0.176
0.779
0.205
0.171 -0.362 -0.225
0.171
z9
0.323
0.376 -0.125
0.098 -0.050 -0.141
0.062
0.502
0.385
z10
0.369 -0.114 -0.106 -0.063 -0.214 -0.275 -0.318
0.247 -0.106
z11
-0.264
0.162 -0.444 -0.387 -0.043 -0.120 -0.489 -0.405
0.229
z12
-0.247 -0.203 -0.006
0.142 -0.888
0.225 -0.025
0.075
0.090
PC10
PC11
PC12
-0.024
0.145
0.273
0.385
0.040
0.086
-0.413
0.205
0.538
-0.506
0.007 -0.187
-0.381 -0.170 -0.327
-0.125 -0.543
0.168
0.174 -0.202 -0.544
0.112 -0.027 -0.025
0.390 -0.304
0.241
0.166
0.678 -0.229
0.191 -0.016
0.219
0.072 -0.133 -0.043
8
Universitas Sumatera Utara
1
Lampiran 6. Skor Komponen Utama
Y1
6.16602
1.81652
0.91261
0.93037
0.16205
-1.27511
-0.74480
-0.99779
-1.10090
0.30986
-1.65370
-2.58676
-0.28330
5.83686
0.27957
1.40149
-0.04265
-1.35439
-1.12334
1.54527
1.25257
-0.77152
-0.36575
4.09993
4.59295
-2.54983
-1.47977
-3.67630
-2.62841
-3.98336
-2.54431
-1.40854
1.26444
Y2
-1.33825
2.66755
2.24274
1.57809
1.08602
0.47485
-1.02439
-0.76830
0.00635
0.73716
1.38813
-1.40820
-0.98019
-1.95883
1.00496
1.01485
1.00303
-0.75222
-1.69717
1.28358
2.56401
-1.05970
-1.20879
-0.95148
-1.13067
0.88130
0.20828
-0.12780
-1.54976
-1.02662
-1.27709
1.11532
-0.99676
Y3
-0.98580
-1.12720
0.21722
-0.83350
1.60311
1.31485
0.45639
0.79965
1.43648
1.31602
0.92975
-0.41444
0.90325
-0.40108
1.24284
0.93686
1.45995
0.83374
0.13811
0.23261
-1.25567
1.17844
1.03033
-0.43713
-0.41685
-2.11909
-1.11667
-0.48938
-0.61925
-1.83531
-0.69603
-2.24979
-1.03242
Y4
-0.21317
1.60266
-0.51552
-0.24957
-1.11556
-0.94743
0.38520
0.07884
0.16239
0.07289
-0.77712
0.44079
0.30942
-1.42670
-0.05173
-0.58183
0.02516
0.71882
0.70159
1.09305
2.12758
0.98769
1.10146
-0.24698
-0.89197
-2.24030
-1.59254
-2.63034
1.02514
0.49624
0.70990
0.61981
0.82213
1
Universitas Sumatera Utara
2
Lampiran 7. Komponen Matriks
Component Matrix
a
Component
1
2
3
4
Zscore(X1)
.624
-.257
.530
-.228
Zscore(X2)
.896
.056
.050
.065
Zscore(X3)
.787
.255
-.489
.012
Zscore(X4)
.114
.766
.528
.264
Zscore(X5)
.780
-.477
.198
-.214
Zscore(X6)
.860
-.370
.058
-.104
Zscore(X7)
.730
.447
-.291
-.226
Zscore(X8)
.328
-.293
.197
.822
Zscore(X9)
.794
.500
.140
.103
Zscore(X10)
.909
-.152
.119
-.067
Zscore(X11)
-.649
.216
.497
-.409
Zscore(X12)
-.608
-.269
.006
.150
Extraction Method: Principal Component Analysis.
a. 4 components extracted.
Rotated Component Matrix
a
Component
1
2
3
4
Zscore(X1)
.046
.870
.171
.008
Zscore(X2)
.619
.572
.160
.275
Zscore(X3)
.932
.152
-.080
.161
Zscore(X4)
.124
-.088
.962
.031
Zscore(X5)
.234
.901
-.190
.138
Zscore(X6)
.407
.799
-.177
.234
Zscore(X7)
.890
.202
.129
-.137
Zscore(X8)
-.074
.194
.138
.920
Zscore(X9)
.700
.337
.533
.152
Zscore(X10)
.506
.752
.031
.215
Zscore(X11)
-.594
-.149
.338
-.626
Zscore(X12)
-.562
-.323
-.201
.057
Extraction Method: Principal Component Analysis.
Rotation Method: Varimax with Kaiser Normalization.
a. Rotation converged in 6 iterations.
2
Universitas Sumatera Utara
3
Lampiran 8. Hasil perhitungan jarak menggunakan euclidan distance
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
1
0.00000
2
6.18723
0.00000
3
6.47769
2.70031
0.00000
4
5.99513
2.34290
1.27154
0.00000
5
7.03147
4.48127
2.04501
2.74216
0.00000
6
8.03056
5.18002
3.05006
3.34420
1.59697
0.00000
7
7.09197
4.91740
3.78017
3.41261
2.97379
2.24539
0.00000
8
7.41068
5.07545
3.66176
3.46387
2.61838
1.71494
0.58418
0.00000
9
7.78618
4.92343
3.31690
3.45238
2.10277
1.22325
1.48306
1.01156
0.00000
10
6.63191
3.78231
2.04540
2.41176
1.27999
1.90315
2.24764
2.05986
1.59589
0.00000
11
8.51872
4.85527
2.80934
3.17818
1.98902
1.07458
2.86730
2.41455
1.83149
2.26959
0.00000
12
8.79603
6.15293
5.18541
4.68405
4.50220
3.19122
2.07402
2.13057
2.77707
4.01532
3.46125
0.00000
13
6.75007
4.84875
3.60120
3.36846
2.64347
2.20226
0.64836
0.78695
1.39560
1.87815
2.94419
2.69123
0.00000
14
1.51922
6.87538
6.56613
6.17706
6.75191
7.72509
6.94332
7.19988
7.60897
6.55846
8.33689
8.64571
6.56730
0.00000
15
6.71817
3.67158
1.78881
2.25883
1.13222
1.87230
2.44480
2.23374
1.72809
0.30581
2.12334
4.12655
2.12212
6.66375
0.00000
16
5.66307
3.45485
1.50632
1.94518
1.50666
2.78070
3.15136
3.06455
2.84298
1.35690
3.08410
4.96478
2.75937
5.68690
1.27806
0.00000
17
7.07585
3.92542
2.07029
2.57154
1.17070
1.66280
2.39587
2.11868
1.46036
0.46684
1.91535
3.99657
2.09328
6.98858
0.39608
1.65159
0.00000
18
7.81533
5.13575
4.00159
3.79051
3.10412
2.12599
0.83629
0.73359
1.14568
2.37440
2.63016
1.89323
1.17118
7.53195
2.55316
3.52416
2.38219
19
7.44067
5.48694
4.59952
4.09802
3.85313
2.97400
0.89293
1.30538
2.20885
3.12454
3.55157
1.61197
1.39963
7.13015
3.32530
4.00187
3.26555
20
5.60500
2.02428
1.97686
1.84501
2.95103
3.73408
3.33501
3.46807
3.30892
2.00980
3.77198
5.01632
3.08741
5.60072
2.00267
1.84231
2.29062
21
6.70236
0.78792
3.06174
2.62773
4.69727
5.17852
4.77841
4.95884
4.81561
3.88091
4.80026
5.83711
4.78403
6.65114
3.79069
3.81710
3.98861
22
7.37110
5.12684
4.11413
3.92850
3.17486
2.52424
0.94144
1.05148
1.41163
2.29214
3.15382
2.50058
0.88344
7.00068
2.54012
3.39816
2.40663
23
6.96232
4.96935
4.10159
3.84002
3.28451
2.81788
1.01001
1.30094
1.75038
2.32008
3.45572
2.73797
0.83817
6.56654
2.58692
3.30302
2.51785
24
2.17267
4.71261
4.56754
4.07455
4.95735
5.87243
4.96737
5.25890
5.62531
4.51575
6.38181
6.73750
4.61732
2.46343
4.61337
3.62602
4.96528
3
Universitas Sumatera Utara
4
25
1.81718
5.37241
5.04664
4.61932
5.35507
6.32563
5.55847
5.81463
6.18541
5.07617
6.86960
7.30763
5.19484
2.06613
5.16011
4.08869
5.51407
26
9.28903
6.16505
4.71966
4.26768
4.74510
3.90558
4.51841
4.36205
4.61301
5.03481
3.53500
3.91627
4.92320
9.13181
4.91052
5.26498
4.92367
27
7.92273
5.20797
3.57795
3.09337
3.33027
2.53799
2.90614
2.76619
3.12773
3.48914
2.50500
2.90964
3.24678
7.79596
3.41634
3.76705
3.45729
28
10.21888
7.50400
5.62576
5.46973
4.78323
3.49518
4.40289
4.07258
4.26132
5.21579
3.44053
3.50199
4.77709
9.79266
5.15576
5.77235
5.03326
29
8.89126
6.17533
5.47679
4.91113
4.92498
3.68269
2.32175
2.48563
3.11851
4.30296
3.90241
0.63654
2.94180
8.59717
4.42832
5.27457
4.30417
30
10.21430
7.00079
6.31631
5.69993
6.00569
4.64723
3.96894
4.01218
4.49351
5.62608
4.53049
2.02929
4.60730
10.06967
5.66350
6.48161
5.54340
31
8.76411
5.96321
5.16480
4.60054
4.63972
3.38682
2.17614
2.29910
2.92882
4.08137
3.57085
0.41316
2.81396
8.53412
4.18585
5.01569
4.07116
32
8.10466
3.87771
3.74620
2.90627
4.50822
3.94854
3.52099
3.64808
3.88874
4.01373
3.49220
3.34019
3.96173
8.20972
3.93845
4.41645
3.99925
33
5.02157
3.78816
3.73752
2.81595
4.03161
4.15403
2.53876
3.01311
3.62378
3.16136
4.53993
3.94060
2.53090
4.92613
3.30413
3.14873
3.54326
4
Universitas Sumatera Utara
5
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
18
0.00000
19
1.19605
0.00000
20
3.61302
4.02101
0.00000
21
4.91364
5.27055
2.23840
0.00000
22
0.79082
1.30164
3.42990
4.94495
0.00000
23
1.17086
1.32981
3.24042
4.80955
0.47091
0.00000
24
5.68658
5.39159
3.71026
5.17443
5.27989
4.89696
0.00000
25
6.29863
5.98701
4.41351
5.88474
5.90429
5.53741
0.83163
0.00000
26
4.64468
4.73635
5.79425
6.09209
5.31258
5.49771
7.37433
7.73194
0.00000
27
3.17566
3.25504
4.39773
5.18399
3.74627
3.88797
5.89495
6.29692
2.56151
0.00000
28
4.32997
4.52504
6.60618
7.40031
5.01776
5.32579
8.17504
8.50960
2.44044
2.53144
0.00000
20
2.11287
1.72199
5.11641
5.79703
2.63083
2.82184
6.87604
7.48598
3.89492
3.39261
4.06194
0.00000
30
3.76300
3.54484
6.36673
6.58064
4.43184
4.65816
8.23726
8.80358
4.12361
3.55983
3.53400
1.96675
0.00000
31
2.00790
1.70043
4.92857
5.61189
2.60400
2.80791
6.72566
7.32160
3.63549
2.96948
3.71513
0.43207
1.86473
0.00000
32
3.60675
3.70138
3.89096
3.52730
4.12609
4.18091
6.21707
6.83429
4.39359
2.64694
4.51116
3.37842
3.37708
3.07179
0.00000
33
3.22666
2.75259
2.63676
3.79911
3.01071
2.65244
3.08859
3.79657
5.36380
3.84975
6.11395
3.95879
5.31894
3.83548
3.62334
Keterangan:
1.
2.
3.
4.
5.
6.
7.
Nias
Mandailing Natal
Tapanuli Selatan
Tapanuli Tengah
Tapanuli Utara
Toba Samosir
Labuhan Batu
8. Asahan
9. Simalungun
10. Dairi
11. Karo
12. Deli Serdang
13. Langkat
14. Nias Selatan
15. Humbang Hasundutan
16. Pakpak Bharat
17. Samosir
18. Serdang Bedagai
19. Batu Bara
20. Padang Lawas Utara
21. Padang Lawas
22. Labuhan Batu Selatan
23. Labuhan Batu Utara
24. Nias Utara
25. Nias Barat
26. Sibolga
27. Tanjung Balai
28. Pematang Siantar
29. Tebing Tinggi
30. Medan
31. Binjai
32. Padang Sidempuan
33. Gunung Sitoli
5
Universitas Sumatera Utara
33
0.00000
6
Lampiran 9. Hasil Analisis Cluster cengan SPSS
Cluster
Complete Linkage
Agglomeration Schedule
Cluster Combined
Stage Cluster First Appears
Stage
Cluster 1
Cluster 2
Coefficients
Cluster 1
Cluster 2
Next Stage
1
10
15
.306
0
0
3
2
12
31
.413
0
0
6
3
10
17
.467
1
0
13
4
22
23
.471
0
0
14
5
7
8
.584
0
0
7
6
12
29
.637
2
0
20
7
7
13
.787
5
0
14
8
2
21
.788
0
0
27
9
24
25
.832
0
0
22
10
6
11
1.075
0
0
26
11
9
18
1.146
0
0
21
12
3
4
1.272
0
0
19
13
5
10
1.280
0
3
17
14
7
22
1.301
7
4
15
15
7
19
1.400
14
0
21
16
1
14
1.519
0
0
22
17
5
16
1.652
13
0
24
18
26
27
1.739
0
0
23
19
3
20
1.977
12
0
24
20
12
30
2.029
6
0
25
21
7
9
2.209
15
11
26
22
1
24
2.329
16
9
32
23
26
28
2.531
18
0
28
24
3
5
2.951
19
17
29
25
12
32
3.378
20
0
28
26
6
7
3.552
10
21
29
27
2
33
3.799
8
0
30
28
12
26
4.511
25
23
31
29
3
6
4.600
24
26
30
30
2
3
5.487
27
29
31
31
2
12
7.504
30
28
32
32
1
2
10.219
22
31
0
6
Universitas Sumatera Utara
7
Cluster Membership
Case
5 Clusters
4 Clusters
3 Clusters
2 Clusters
1:Nias
1
1
1
1
2:Mandailing Natal
2
2
2
2
3:Tapanuli Selatan
3
3
2
2
4:Tapanuli Tengah
3
3
2
2
5:Tapanuli Utara
3
3
2
2
6:Toba Samosir
4
3
2
2
7:Labuhan Batu
4
3
2
2
8:Asahan
4
3
2
2
9:Simalungun
4
3
2
2
10:Dairi
3
3
2
2
11:Karo
4
3
2
2
12:Deli Serdang
5
4
3
2
13:Langkat
4
3
2
2
14:Nias Selatan
1
1
1
1
15:Humbang Hasundutan
3
3
2
2
16:Pakpak Bharat
3
3
2
2
17:Samosir
3
3
2
2
18:Serdang Bedagai
4
3
2
2
19:Batu Bara
4
3
2
2
20:Padang Lawas Utara
3
3
2
2
21:Padang Lawas
2
2
2
2
22:Labuhan Batu Selatan
4
3
2
2
23:Labuhan Batu Utara
4
3
2
2
24:Nias Utara
1
1
1
1
25:Nias Barat
1
1
1
1
26:Sibolga
5
4
3
2
27:Tanjung Balai
5
4
3
2
28:Pematang Siantar
5
4
3
2
29:Tebing Tinggi
5
4
3
2
30:Medan
5
4
3
2
31:Binjai
5
4
3
2
32:Padang Sidempuan
5
4
3
2
33:Gunung Sitoli
2
2
2
2
7
Universitas Sumatera Utara