Communalities

Total variance explained

Initial

Extraction

Component

Initial eigenvalues

Extraction sums of squared loadings

Rotation sums of squared loadings

Total

% of variance

Cumulative %

Total

%of variance

Cumulative %

Total

%of variance

Cumulative %

Age

1.0

0.757

1

1.79

19.853

19.853

1.79

19.853

19.853

1.52

16.88

16.884

Sex

1.0

0.959

2

1.44

15.981

35.834

1.44

15.981

35.834

1.37

15.23

32.115

Qualification

1.0

0.751

3

1.23

13.667

49.501

1.23

13.667

49.501

1.36

15.09

47.206

LMS

1.0

0.866

4

1.01

11.256

60.757

1.01

11.256

60.757

1.10

12.27

59.471

type_univ

1.0

0.831

5

0.99

11.099

71.856

0.99

11.099

71.856

1.04

11.54

71.010

urb_rural

1.0

0.758

6

0.95

10.564

82.419

0.95

10.564

82.419

1.03

11.41

82.419

Fields

1.0

0.834

7

0.72

7.939

90.358

train_duration

1.0

0.703

8

0.57

6.274

96.633

train_funding

1.0

0.960

9

0.30

3.367

100.000