id
int64
ancestry
string
age
float64
sex_male
int64
height_cm
float64
weight_kg
float64
bmi
float64
waist_cm
float64
hip_cm
float64
whr
float64
waist_height_ratio
float64
body_fat_pct
float64
trunk_fat_pct
float64
sbp_mmHg
float64
dbp_mmHg
float64
hypertension
int64
ldl_mgdl
float64
hdl_mgdl
float64
tg_mgdl
float64
apoA_mgdl
float64
apoB_mgdl
float64
crp_mgL
float64
lpa_nmolL
float64
glucose_mgdl
float64
hba1c_pct
float64
diabetes
int64
diabetes_uncontrolled
int64
creatinine_mgdl
float64
cystatin_c_mgL
float64
egfr_ckd_epi
float64
ckd
int64
smoking_status
string
pack_years
float64
sedentary
int64
pa_met_h_wk
float64
diet_score
float64
education_level
string
income_bracket
string
townsend
float64
psychosocial_stress
int64
pct_life_in_uk
float64
family_history
int64
on_bp_meds
int64
on_dm_meds
int64
on_statin
int64
early_menopause
int64
gest_htn
int64
gest_dm
int64
preeclampsia
int64
iugr
int64
time_ascvd_yrs
float64
ascvd_event
int64
time_hf_yrs
float64
hf_event
int64
time_af_yrs
float64
af_event
int64
1
European
53.3
0
171.9
89.1
30.1
80.2
105.4
0.938
0.467
32.4
29.1
170
101
0
160.2
59.4
232.8
96.8
131.6
1.28
29.2
89.8
4.76
0
0
0.99
0.73
112.3
0
former
0
0
46.7
4.9
A-levels
18-30k
-0.88
1
100
1
1
0
0
0
0
0
0
0
15
0
2.807
0
15
0
2
European
66.5
0
165.1
74.5
27.3
95.5
100.2
0.897
0.578
27.2
36.9
131
83
0
169.6
45.9
307
111
97.2
0.96
17.4
98.3
5.75
0
0
1.08
0.73
111.4
0
former
0
1
18.1
4.3
O/GCSE/CSE
52-100k
3.6
0
93.1
1
0
0
0
0
0
0
0
0
11.086
1
12.751
0
1.832
0
3
European
75
1
175.8
99.1
32.1
97.8
103.8
0.963
0.556
38.1
25.9
133
82
0
140.3
35.8
122.5
140.6
134
1.35
7
104
4.5
0
0
0.78
0.75
107.5
0
current
2.3
0
11.6
5.1
A-levels
31-52k
-3.89
1
96.7
0
0
0
0
0
0
0
0
0
15
0
15
0
0.792
0
4
European
56.6
1
167.7
79.5
28.3
89.5
89.4
0.866
0.534
36.8
32.7
114
69
0
79.1
64.3
121.6
124.5
109.1
0.68
109.3
80.9
4.9
0
0
0.96
0.98
78.2
0
never
0
0
0
3.7
A-levels
18-30k
-5.02
0
98.9
0
0
0
0
0
0
0
0
0
10.013
0
0.904
0
0.942
0
5
European
57.8
0
169.5
83.9
29.2
97.9
112.6
0.843
0.577
38.8
50.8
132
81
0
151.4
55.4
282.6
138.3
99.8
1.75
4.6
87.9
5.45
0
0
0.53
0.65
128.1
0
former
0
0
43.9
3
degree
31-52k
5.02
1
100
1
0
0
0
0
0
0
0
0
0.184
1
4.37
0
15
0
6
European
61.6
1
168
70
24.8
117
115.8
0.694
0.697
34.8
37.5
143
81
1
93.3
64.9
231
152.5
91.4
0.77
5.3
80.7
6.22
0
0
0.99
0.91
86.3
0
current
11.9
0
23.1
2.9
NVQ/HNC/HND
31-52k
-2.24
0
92.5
0
0
0
0
0
0
0
0
0
9.543
0
12.753
0
15
0
7
European
58.8
0
172.7
73.3
24.6
83
107.4
0.861
0.481
33.6
22.4
183
117
0
158.4
53.1
93.5
148.9
123.7
0.79
26.8
81.1
5.47
0
0
1.16
1.14
65.4
0
never
0
0
15.4
3.9
degree
>100k
-5.29
0
78.9
0
0
0
0
0
0
0
0
0
10.955
0
13.975
0
15
0
8
European
55.7
0
163.1
66
24.8
84.5
105.1
0.892
0.518
48.6
30.6
147
79
0
119.6
75.8
189.8
120.7
61.7
0.73
12.2
118.7
6.21
0
0
0.82
0.67
123.6
0
former
0
0
23.9
2.4
A-levels
52-100k
4.59
0
94.3
0
0
0
0
0
0
0
0
0
15
0
15
0
2.588
0
9
European
53.3
0
175.1
105.7
34.5
97
109.6
0.795
0.554
18.7
31.9
128
74
0
123.9
40.2
243.9
143.4
125.1
0.99
35.3
90.5
5.7
0
0
0.76
0.71
116.2
0
former
0
0
3.8
3.1
degree
31-52k
-1.89
0
95.1
0
0
0
0
0
0
0
0
0
15
0
13.721
0
15
0
10
European
75.8
1
164.7
68.6
25.3
95.3
108
0.882
0.578
32.4
25.3
134
85
0
158.1
53.5
276.3
160.7
110
1.72
14.8
119
4.83
0
0
1.24
0.92
84.3
0
former
0
0
44.3
2.8
NVQ/HNC/HND
18-30k
-0.89
0
100
1
0
0
0
0
0
0
0
0
2.733
0
8.9
0
4.327
0
11
European
63
0
167.7
69.3
24.7
97.6
124.5
0.77
0.582
24
23.8
155
96
0
149.2
54.5
207.9
121.8
74.1
1.33
9.3
81.3
6.27
0
0
1.24
1.28
57
0
former
0
0
18.9
1.7
A-levels
18-30k
6.54
0
74.3
0
0
0
0
0
0
0
0
0
13.794
1
15
0
8.008
0
12
European
48.6
0
170.1
92.2
31.9
98
108.7
1.077
0.576
24.4
33.8
128
77
0
136.7
61.2
137.7
140.5
70.6
0.65
10.6
97.3
5.6
0
0
1.34
1.21
61.1
0
never
0
0
30
4.1
degree
<18k
-4.02
0
91.3
0
0
0
0
0
0
0
0
0
2.069
0
11.211
0
11.082
0
13
European
70
0
168.9
78.6
27.6
84.4
116.4
0.801
0.499
32.6
34.6
147
93
1
133.2
63.6
59.6
135.1
113.2
0.76
51.6
89.8
4.88
0
0
1.03
0.91
85.6
0
never
0
1
14.3
3
A-levels
18-30k
0.11
1
81.1
0
0
0
0
0
0
0
0
0
2.032
0
6.681
0
6.011
0
14
European
58.4
1
164.7
65.3
24.1
75
102.7
0.809
0.455
35.5
26.3
122
62
0
136.4
45.1
127.1
148.8
110.2
2.07
45.5
92.5
5.43
0
0
0.7
0.8
99.8
0
former
0
0
18.6
3
degree
31-52k
-3.6
0
99.3
0
0
0
0
0
0
0
0
0
14.603
0
11.543
0
7.109
0
15
European
64.5
0
167.1
77.4
27.7
96.9
125.1
0.947
0.58
30.3
37.7
116
79
0
89.5
48.1
66.1
196.3
110.8
1.73
14.2
105.6
5.78
0
0
0.79
0.87
90.4
0
never
0
0
26.9
4.3
degree
18-30k
1.2
1
92.4
0
0
0
0
0
0
0
0
0
11.014
0
5.739
0
15
0
16
European
49.2
0
154.1
60.1
25.3
70.8
101.8
0.859
0.46
30.9
29.7
111
83
0
170
66
97.9
147.9
138.7
1
9.5
113.6
4.62
0
0
0.78
0.81
98.5
0
former
0
0
21.1
7
O/GCSE/CSE
18-30k
-0.69
0
86.5
0
0
0
0
0
0
0
0
0
11.3
1
15
0
0.109
0
17
European
65.7
0
162.3
60.4
22.9
103.3
115.7
0.697
0.637
31.1
20.7
122
73
0
190.9
37.3
146.5
116.8
108
0.63
9.8
89.2
5.23
0
0
0.96
1.24
59.3
0
never
0
0
4.1
3.1
degree
18-30k
-1.47
0
86.2
0
0
0
0
0
0
0
0
0
15
0
4.55
0
1.108
0
18
European
58.6
0
149.5
65.9
29.5
92.3
121.3
0.938
0.617
37.4
34
121
74
0
79.7
42.3
53.9
117.6
89.7
1.39
36.9
123.2
5.26
0
0
1.07
0.99
77.7
0
never
0
0
25.6
2.8
O/GCSE/CSE
>100k
6.32
0
100
0
0
0
0
0
0
0
0
0
3.265
1
15
0
4.131
0
19
European
60.7
0
189.5
74
20.6
95.9
105.4
0.727
0.506
26.8
24.8
98
60
0
91.9
59.3
287
162.2
121.5
1.69
17.2
99.6
5.91
0
0
0.49
0.53
162.8
0
never
0
0
12.1
2.2
none
18-30k
-5.21
0
97.7
0
0
0
0
0
0
0
0
0
11.23
0
15
0
7.14
0
20
European
55.8
1
161.3
72.4
27.8
67.1
102.4
0.906
0.416
21.6
39.2
105
64
0
81.6
65.3
111.1
166
127.6
0.46
18.8
113.5
5.7
0
0
1.1
1.29
56.5
0
never
0
1
29.9
3.3
degree
52-100k
-5.8
1
100
0
0
0
0
0
0
0
0
0
4.66
0
4.419
0
0.763
0
21
European
62.5
0
163.8
53.6
20
78.7
87.4
0.755
0.48
31.3
21
122
82
0
150
68.1
81.2
192.2
106.6
0.6
6.8
92
5.96
0
0
0.91
0.85
93.2
0
never
0
0
19
3.9
O/GCSE/CSE
<18k
-2.17
0
100
1
0
0
0
0
0
0
0
0
12.674
0
4.533
0
11.642
0
22
European
60.3
0
169.6
92.9
32.3
102.2
106.2
0.863
0.603
37.4
41.6
135
72
0
140.3
65.7
82.7
148.5
100.9
1.66
231.2
104.6
5.92
0
0
0.93
0.93
83.6
0
never
0
0
7
2.9
A-levels
<18k
-3.37
1
87.6
0
0
0
0
0
0
0
0
0
10.616
1
1.048
0
6.854
0
23
European
54.2
1
178
103.6
32.7
96.3
112.3
0.974
0.541
28.3
46.8
138
84
0
98.7
66.9
178.8
140.1
102.1
0.94
13.6
116.9
5.26
0
0
0.99
1.17
63.4
0
former
0
1
32.4
3
degree
18-30k
1.13
1
99.7
1
0
0
0
0
0
0
0
0
15
0
15
0
2.638
0
24
European
71.6
1
179
103.8
32.4
92
103.8
0.909
0.514
35.7
20.8
142
91
0
145.6
66.9
122.4
167.6
107.3
0.53
4.4
104.5
6.82
0
0
1.12
1.04
73.5
0
former
0
0
0
6.9
none
52-100k
0.41
0
97.9
0
0
0
0
0
0
0
0
0
15
0
7.166
0
15
0
25
European
61
1
179.3
68
21.1
106.5
111.5
0.652
0.594
42.7
29
141
90
0
168.8
68.1
55.1
146.1
69.1
0.62
8.8
86.8
5.04
0
0
0.75
0.8
99.8
0
current
11.8
0
20.8
4.2
A-levels
52-100k
-3.64
1
100
0
0
0
0
0
0
0
0
0
6.971
1
15
0
15
0
26
European
58.1
0
156.6
63.6
25.9
97.9
108
0.818
0.625
31.2
19.3
107
76
0
139.7
53.4
139.9
170.9
74.6
3.71
56.1
112.8
4.83
0
0
0.8
1.09
69.2
0
former
0
0
6.1
4
O/GCSE/CSE
18-30k
-3.09
0
83.8
1
0
0
0
0
0
0
0
0
3.488
0
15
0
11.786
0
27
European
42.8
0
165.8
81.7
29.7
107.6
107.6
0.801
0.649
25.3
39.9
140
84
0
128.8
45.5
133.2
135
94.5
0.95
37.8
100.6
6.14
0
0
1.15
1.24
59.1
0
never
0
0
47.7
3.4
A-levels
31-52k
-3
1
94.3
1
0
0
0
0
0
0
0
0
5.851
0
7.222
0
0.426
0
28
European
64.3
0
172.3
69.3
23.3
92.7
109.5
0.927
0.538
29.3
53
157
81
0
124
89.3
53.7
136
111.8
1.38
31.8
78.3
5.74
0
0
1.01
0.87
90.5
0
former
0
0
36.1
6.8
O/GCSE/CSE
18-30k
-2.83
1
96
0
0
0
0
0
0
0
0
0
1.43
1
2.364
0
3.449
0
29
European
54.2
1
169.2
62.3
21.7
92.4
88.1
0.728
0.546
33.9
31.6
110
72
0
91.7
78.6
145.6
155
105
1.99
23.9
116.3
6.04
0
0
0.63
0.86
92.3
0
never
0
0
39.4
5.7
degree
52-100k
-5.26
0
82.7
1
0
0
0
0
0
0
0
0
15
0
15
0
0.678
0
30
European
63.1
0
181.6
81.1
24.6
89
107.2
0.781
0.49
32.3
47.3
128
86
0
160.9
48.5
155.5
136.9
102.7
0.88
8.5
94.4
5.91
0
0
1.01
0.88
89.7
0
never
0
0
0
4.8
O/GCSE/CSE
31-52k
0.92
0
100
1
0
0
0
0
0
0
0
0
15
0
15
0
3.695
0
31
European
57.5
0
145.6
58.4
27.6
74
117.3
1.12
0.508
25.9
25
153
84
0
190.6
38.6
207.2
74.6
96.8
3.08
39.4
84.3
5.31
0
0
0.85
0.9
86.5
0
former
0
0
11.5
5.3
none
18-30k
-1.74
0
100
0
0
0
0
0
0
0
0
0
8.111
1
13.892
0
14.375
0
32
European
59.2
1
167.7
76.7
27.3
104.7
97.7
0.87
0.624
32.1
35
144
86
0
183.7
91.2
132.7
125.3
141.8
0.52
25.9
86.8
4.66
0
0
0.79
0.7
116.5
0
never
0
0
0
3
none
52-100k
-8.17
0
100
0
0
0
0
0
0
0
0
0
15
0
15
0
8.706
0
33
European
42.7
1
184.7
82.1
24.1
99.3
117
0.894
0.538
25.7
27.2
108
67
0
201.8
30.1
156.5
143.2
101.2
3.71
4.1
84
5.59
0
0
1.14
1.3
56.2
0
never
0
0
31.5
5.8
degree
<18k
0.95
0
87.4
0
0
0
0
0
0
0
0
0
4.865
1
0.347
0
15
0
34
European
45.2
1
159.5
66.1
26
72.9
101.9
0.725
0.457
24.6
25.2
126
78
0
128.5
61.5
62.7
168.8
128.6
2.4
4.2
96
7.04
0
0
0.89
0.78
103.8
0
current
38.5
0
24.4
3.7
O/GCSE/CSE
31-52k
-1.95
1
100
1
0
0
0
0
0
0
0
0
2.735
0
11.299
0
15
0
35
European
60.9
0
184.6
94.9
27.8
92.6
110.9
0.978
0.501
31.2
24.6
155
92
1
168.2
74.3
69.6
141.1
126
2
15.3
88.7
5.29
0
0
1.04
0.82
97.8
0
never
0
0
22.7
2
degree
18-30k
-2.26
0
100
0
0
0
0
0
0
0
0
0
5.242
0
6.139
0
12.936
0
36
European
63.7
0
176.9
82.2
26.3
81.1
110.1
0.893
0.458
24.5
36.5
142
91
0
106.1
68.7
112.7
161.2
110.4
1.73
6.7
86.5
5.3
0
0
0.99
0.99
77.7
0
former
0
0
3.4
4.1
degree
31-52k
1.77
0
100
0
0
0
0
0
0
0
0
0
15
0
0.273
0
15
0
37
European
56.1
0
173.3
89.4
29.8
83
120.2
0.854
0.479
33.3
24.4
127
84
0
183.6
46.9
202.7
142.6
81.7
3.05
96.9
98.5
5.82
0
0
0.57
0.83
95.9
0
never
0
0
33.3
5.8
A-levels
31-52k
0.79
1
100
1
0
0
0
0
0
0
0
0
13.042
0
12.091
0
3.19
0
38
European
55.8
0
160.9
89.6
34.6
104.5
114.5
1.049
0.65
28.1
54.5
121
72
1
209.4
58.3
182.1
164.8
93.5
1.87
118.2
93.7
5.42
0
0
1.05
0.9
87.5
0
former
0
0
7.5
3.2
degree
18-30k
-0.79
0
86.7
1
0
0
0
0
1
0
0
0
4.548
0
15
0
13.33
0
39
European
66.5
1
169.6
71
24.7
75.6
108.1
0.978
0.446
20.4
18.2
140
73
0
125.7
70.6
63.9
178.5
95.4
1.83
31.5
89.5
5.59
0
0
1.08
0.86
91.7
0
never
0
0
36.1
4.8
A-levels
52-100k
-2.61
0
100
0
0
0
0
0
0
0
0
0
15
0
1.502
0
9.938
0
40
European
62
0
171.9
74.9
25.3
94.7
110
0.835
0.551
22.3
18.1
146
87
0
211.2
51.7
181.5
142.8
93.6
1.42
2.5
127.5
5.87
0
0
0.58
0.93
84.1
0
former
0
0
19.2
5.1
O/GCSE/CSE
<18k
-2.13
1
88.4
0
0
0
0
0
1
0
0
0
15
0
6.171
0
15
0
41
European
63.8
1
181.3
112.8
34.3
96.2
106.6
0.921
0.531
21.6
28.4
142
79
0
134
58.5
200.9
176.4
118.3
1.68
14.3
60
5.32
1
0
0.72
1.04
73.3
0
never
0
0
13
5.1
NVQ/HNC/HND
<18k
1.88
0
92.9
0
0
0
0
0
0
0
0
0
0.446
0
11.531
0
15
0
42
European
70.1
0
186.1
93.9
27.1
105.3
103.9
0.887
0.566
25.9
30.8
137
82
0
108.8
76.2
49.9
164.5
72.8
2.87
24
84.8
5.29
0
0
0.63
0.93
83.5
0
never
0
0
9.9
5.8
NVQ/HNC/HND
31-52k
2.32
0
96.8
0
0
0
0
0
0
0
0
0
15
0
15
0
15
0
43
European
56
1
168.4
64.3
22.7
96.1
90.2
0.793
0.571
26.3
27.8
114
75
0
122.5
98.7
41.5
106.2
117.8
0.49
7.8
83.7
6.59
0
0
0.61
0.74
110.5
0
former
0
0
46.6
4.6
O/GCSE/CSE
18-30k
-0.94
0
96.1
1
0
0
0
0
0
0
0
0
10.868
0
2.558
0
15
0
44
European
54
0
171.6
107.7
36.6
85
94.6
0.984
0.495
21
24.2
146
89
0
96
49
312.3
182.1
76
3.23
7.1
87.4
5.22
1
0
1.14
0.98
79
0
never
0
0
34
3.6
degree
<18k
-3.58
0
100
0
0
0
0
0
0
0
0
0
8.493
0
5.239
0
15
0
45
European
54.5
0
173.7
72.3
24
91.4
93.2
0.845
0.526
26.5
34.5
133
80
0
103.5
65.5
160.4
152
88.7
0.7
10
104.9
5.13
0
0
1.16
1.17
63.4
0
never
0
0
32.8
4
degree
18-30k
0.47
1
100
1
0
0
0
0
0
0
0
0
6.943
0
15
0
8.059
0
46
European
45.7
0
169.6
75.9
26.4
96.5
97.7
0.873
0.569
39.4
18.4
122
81
1
111.9
65.4
71.8
176.8
82
0.85
8.3
78.3
5.97
0
0
0.75
0.68
121.5
0
current
19.7
0
36.4
6.6
A-levels
18-30k
-5.83
1
90.3
1
0
0
0
0
0
0
0
0
1.416
1
1.167
0
5.56
0
47
European
67.2
0
184.9
104.8
30.7
116.1
114
0.837
0.628
32.7
27.6
138
78
0
116.1
57
270.4
129.4
98.1
0.95
2
77.7
5.59
0
0
1.01
1.27
57.8
0
former
0
0
18.9
5.6
A-levels
52-100k
-0.29
1
84.8
0
0
0
0
0
0
0
0
0
13.928
0
15
0
3.98
0
48
European
45.2
1
183.3
74
22
76.2
97.7
0.747
0.415
31.4
35.7
147
84
0
154.9
46
76
134.7
107.1
0.65
8.5
95.6
5.44
0
0
1.06
0.79
101.1
0
former
0
0
25.9
2.4
O/GCSE/CSE
52-100k
-0.99
0
96.1
1
0
0
0
0
0
0
0
0
3.628
0
15
0
15
0
49
European
55.4
1
165.7
60.5
22
99.3
97.3
0.75
0.599
25.9
21.5
108
75
0
151.2
42.8
196.4
143.1
109
2.05
91.3
84.6
5.76
0
0
1.24
1.05
72
0
never
0
0
55.9
3.5
degree
31-52k
2.89
0
94.2
1
0
0
0
0
0
0
0
0
1.949
0
15
0
15
0
50
European
54.8
1
186.6
108.4
31.1
107.1
121.8
0.905
0.574
37.2
39.7
130
84
1
125.4
51.9
142.4
126.2
79.8
0.86
28.6
122.4
5.95
0
0
1.05
1.18
63.1
0
never
0
0
0
2.2
degree
<18k
-0.18
0
92.3
1
0
0
0
0
0
0
0
0
4.23
0
14.519
0
1.385
0
51
European
53.1
1
154
81.8
34.5
95.1
101.2
0.764
0.617
28.3
46.3
149
90
0
147.1
41.7
133.2
146.6
112.2
0.87
18.5
88.9
5.83
0
0
0.94
0.86
92.4
0
never
0
0
0
5.4
O/GCSE/CSE
18-30k
-2.43
1
89.4
0
0
0
0
0
0
0
0
0
15
0
3.65
0
3.501
0
52
European
47.6
0
192
106.1
28.8
113.4
86.6
1.004
0.591
39.7
21.5
153
91
0
113.3
52
206.9
150.8
90.8
2.37
68.5
117.1
6.51
0
0
0.86
0.77
104.1
0
former
0
0
14.5
7
none
<18k
-3.59
1
82.8
0
0
0
0
0
0
0
0
0
10.303
0
5.67
0
15
0
53
European
59.6
0
164.9
79.8
29.4
73
95.9
0.937
0.443
20.9
28
137
82
0
152.4
76.6
148.9
184.7
73.4
0.82
46.1
96.7
6.12
0
0
0.73
0.74
109.5
0
former
0
0
32
4.7
NVQ/HNC/HND
31-52k
-2.05
1
99.8
0
0
0
0
0
0
0
0
0
2.841
1
7.193
0
8.003
0
54
European
57.9
0
168.4
79.4
28
97.6
100.4
0.826
0.58
25
60.7
154
86
0
121.7
57
122.5
142.2
99.3
1.62
5
98.2
5.92
0
0
1.22
1.29
56.5
0
never
0
1
5.8
1.4
NVQ/HNC/HND
52-100k
0.1
0
100
0
0
0
0
0
1
0
0
0
15
0
4.752
0
8.808
0
55
European
63.7
1
173.7
65.9
21.8
89.8
99.9
0.823
0.517
31.5
40.4
136
86
0
143.8
56.6
75.3
140.3
71.4
0.8
6
113.9
5.9
0
0
0.67
0.84
94.7
0
never
0
0
26
5.5
O/GCSE/CSE
52-100k
0.7
1
100
0
0
0
0
0
0
0
0
0
9.86
1
4.917
0
11.593
0
56
European
55.3
0
179.4
100.4
31.2
102.3
109.4
0.742
0.57
27.1
15.3
120
76
0
128.1
67.9
142.2
129.6
80.9
0.91
60
92.1
4.76
0
0
0.95
0.72
112.9
0
never
0
0
6.6
4.3
O/GCSE/CSE
31-52k
-2.43
0
100
0
0
0
0
0
0
0
0
0
9.6
0
15
0
14.415
0
57
European
53.5
0
166.8
81.2
29.2
62.6
106.8
0.96
0.376
43.9
28.6
168
91
1
132.7
60
196.5
166.8
80.3
1.95
34.2
104.9
6.18
1
0
0.96
0.78
103.1
0
former
0
1
3.5
4
O/GCSE/CSE
<18k
-4.05
1
82.5
0
0
0
0
0
1
0
0
0
15
0
8.42
0
9.203
0
58
European
61.3
0
170.9
89.4
30.6
90.5
107.3
0.869
0.53
37.2
27.3
130
80
0
146.9
58
91.7
138.8
130.6
0.48
5.1
106.9
6.2
0
0
1.18
1.08
69.9
0
never
0
0
45
2.3
A-levels
18-30k
-1.34
1
91.6
0
0
0
0
0
0
0
0
0
15
0
15
0
15
0
59
European
60.6
0
178.6
103
32.3
95.6
112.6
1.018
0.535
57.4
38
173
91
0
172
48
92.3
124.7
57.9
2.95
13.2
81.9
5.42
1
1
1.05
1.05
72.3
0
never
0
0
23.2
2.4
NVQ/HNC/HND
18-30k
4.35
0
89.4
0
0
0
0
0
0
0
0
0
2.839
1
5.839
0
9.151
0
60
European
72
1
184.3
98.5
29
89.5
106.3
0.982
0.486
29.9
23
117
73
0
107.1
68
71.4
146.6
115.5
1.54
8.5
96.5
5.7
0
0
0.78
1.22
60.3
0
former
0
0
13.4
4.1
degree
18-30k
-3.58
0
99.5
0
0
0
0
0
0
0
0
0
3.894
0
5.083
0
13.991
1
61
European
62.6
0
178.7
86.9
27.2
88.5
111.5
0.912
0.495
25.1
28.7
90
69
0
104.7
103.9
90.1
146.2
94.9
0.26
100.7
95.3
6.59
0
0
0.63
0.56
151.7
0
never
0
0
8
4.1
O/GCSE/CSE
52-100k
-3.32
1
100
0
0
0
0
0
0
0
0
0
2.068
0
15
0
5.771
0
62
European
47.1
0
173.5
93.1
30.9
83
94.6
0.855
0.478
20.8
49.9
130
71
0
184.4
62.1
94.3
139.1
99.1
0.86
20.8
109.1
6.08
0
0
0.98
0.71
116
0
never
0
0
27.5
6.4
degree
31-52k
-1.29
0
88.9
0
0
0
0
1
0
0
0
0
0.958
0
9.141
0
8.403
0
63
European
63.6
0
176.7
91.7
29.4
94.1
118.8
0.824
0.533
33.7
16.1
123
76
0
166.2
45.6
130.1
172.6
98
0.98
6.6
97
5.88
0
0
0.87
0.5
176.7
0
former
0
0
42.1
0
O/GCSE/CSE
<18k
0.04
1
100
0
0
0
0
0
0
0
0
0
15
0
15
0
3.481
0
64
European
56.9
0
182.4
104.6
31.5
82
111
0.903
0.45
31.1
16.4
124
79
0
129.5
61.2
84.9
152.3
102.4
1.93
28.8
99.8
4.92
0
0
0.63
0.7
117.6
0
never
0
0
29.4
6.8
NVQ/HNC/HND
<18k
0.06
1
96.7
0
0
0
0
0
0
0
0
1
15
0
15
0
13.585
0
65
European
48.1
0
177
82.4
26.3
88.2
110.7
0.877
0.498
28.7
14.5
117
75
1
165.4
73
154.8
138
87.8
1.69
34.6
90.7
4.93
0
0
1.09
0.77
104.7
0
never
0
0
7.4
5.9
degree
18-30k
0.68
1
95.8
0
0
0
0
0
0
0
0
0
3.521
0
15
0
15
0
66
European
56.6
0
170.2
73.4
25.4
86
119.3
0.922
0.505
29.4
31.2
112
63
0
89.2
75.1
92.3
129.6
97.4
2.04
7.7
93.8
5.58
0
0
0.63
0.49
181.3
0
former
0
0
3.1
3.9
A-levels
31-52k
3.86
0
100
0
0
0
0
0
0
0
0
0
15
0
7.224
1
2.148
0
67
European
55
1
170
63.8
22.1
85.9
103.3
0.835
0.505
19
46.5
129
90
0
132.6
71.5
75.1
165.2
119.5
0.93
23.1
112.5
4.78
0
0
0.71
0.89
87.9
0
never
0
0
36.4
4.8
O/GCSE/CSE
18-30k
4.46
0
94.7
0
0
0
0
0
0
0
0
0
1.74
0
0.379
0
14.318
0
68
European
57.3
0
187.5
101.5
28.9
70.1
105.4
0.894
0.374
30.4
41.7
172
114
0
192.3
52.9
246.5
170.4
71.6
1.71
6.8
90.1
4.84
0
0
0.84
0.85
92.7
0
never
0
0
11.1
2.8
degree
31-52k
0.12
0
97
0
0
0
0
0
0
0
0
0
1.628
0
15
0
12.917
0
69
European
45.9
1
168.7
100.7
35.4
84.8
112.1
1.05
0.502
23.1
22.1
141
90
0
142
36.2
337.6
103.7
98.2
1.09
88.4
100.8
5.74
0
0
0.77
0.64
129.4
0
never
0
0
56.1
6.1
degree
<18k
6.1
0
95.8
0
0
0
0
0
0
0
0
0
0.857
1
15
0
2.108
0
70
European
48.7
0
161.7
82.2
31.4
82.1
121.5
0.986
0.508
26
29.8
112
69
0
108.4
45
198.1
145
46.4
1.68
39.7
120
5.42
0
0
0.91
1.1
68.5
0
former
0
0
8.5
4
NVQ/HNC/HND
31-52k
-7.09
1
95
1
0
0
0
0
1
0
0
0
14.386
1
15
0
15
0
71
European
55.2
0
165.7
58.8
21.4
89.5
98.2
0.901
0.54
30.1
47.7
137
77
0
179.6
68.2
224.1
156.2
108.6
3.03
276.3
93.2
5.45
0
0
1.28
0.79
101.9
0
never
0
0
9.5
4.7
O/GCSE/CSE
52-100k
-0.12
0
98.4
0
0
0
0
0
0
0
0
0
5.655
0
15
0
12.502
0
72
European
61.4
1
163.6
51.2
19.1
110.1
105.3
0.805
0.673
25.3
31.3
135
85
0
99
76.4
58.4
154
100.8
0.51
17.3
115.1
4.7
0
0
0.76
0.53
165
0
former
0
1
13.8
4.8
O/GCSE/CSE
<18k
-0.82
1
100
1
0
0
0
0
0
0
0
0
15
0
0.61
0
10.949
0
73
European
70
1
178.8
91.2
28.5
98.2
101.5
0.862
0.549
22.7
30.3
136
72
0
158.2
23.4
274.5
74.3
120.8
0.74
26.9
120.5
5.13
1
1
0.95
0.89
88.6
0
former
0
0
5.1
5
none
18-30k
-1.3
0
79.4
0
0
0
0
0
0
0
0
0
5.186
0
4.289
1
10.071
0
74
European
59.7
1
155.2
69.7
28.9
97.6
116.5
1.053
0.629
36.7
34.7
129
80
0
178.4
55.5
114.8
150.1
91.9
1.59
63.5
115.5
5.22
0
0
1.47
1.3
56.3
0
never
0
0
0
4.9
none
52-100k
5.84
0
79.6
1
0
0
0
0
0
0
0
0
13.456
0
10.258
0
12.711
0
75
European
53
1
157.6
69.5
27.9
106.5
105
0.811
0.675
48.1
32.5
164
96
0
175.9
32.6
239.3
123.7
103.1
0.54
54.2
100.4
6.19
0
0
0.61
0.77
104.1
0
former
0
0
14.3
4.5
NVQ/HNC/HND
<18k
2.65
1
94.1
1
0
0
0
0
0
0
0
0
1.988
1
15
0
15
0
76
European
53.7
1
163.6
69.3
25.9
85.4
111
0.961
0.522
40.2
35
143
91
0
167.7
60.9
67.3
138.3
84.7
2.75
88.5
111
5.11
0
0
1.03
1.23
60
0
never
0
0
13.5
3.2
O/GCSE/CSE
18-30k
-4.77
1
80.2
1
1
0
0
0
0
0
0
0
3.309
0
11.202
0
15
0
77
European
56.9
0
175.2
108
35.2
89.8
92.6
1.09
0.513
27.2
35.6
153
89
0
133.6
47.5
98.2
136.9
106.2
1.43
4.7
116.4
5.76
0
0
1.22
1.06
71.3
0
former
0
0
19.8
4.2
O/GCSE/CSE
18-30k
-0.56
1
93.9
1
0
0
1
0
0
0
0
0
13.229
1
12.847
0
4.515
0
78
European
57
0
177.2
85.9
27.4
93.9
104.8
0.886
0.53
47.3
44
109
76
0
152.9
61.5
210
95.3
72.2
2.16
13.6
96.7
4.5
0
0
0.82
0.86
91.3
0
never
0
0
49.6
4.4
O/GCSE/CSE
<18k
-0.54
1
94.2
1
0
0
0
0
0
1
0
0
6.84
0
15
0
7.91
0
79
European
57.8
1
171.1
55.9
19.1
98.2
108.2
0.622
0.574
32
33.6
140
81
0
183.9
60.7
49.5
120.2
95.1
2.83
3.7
104.5
5.68
0
0
0.7
0.68
121.1
0
former
0
0
35.4
6.3
O/GCSE/CSE
18-30k
-1.52
0
82.1
0
0
0
0
0
0
0
0
0
5.906
0
15
0
15
0
80
European
54.3
0
179.8
78.9
24.4
92.1
94
0.816
0.512
29.9
31.7
112
72
0
146.4
66.3
169.2
135.5
98.3
1.39
12.2
103.3
5.59
0
0
0.88
0.63
133.8
0
current
4.5
1
7.6
3.9
O/GCSE/CSE
31-52k
-6.81
0
98.6
0
0
0
0
0
0
0
0
0
15
0
3.118
0
15
0
81
European
60.8
1
167.7
74.5
26.5
97.2
105.3
0.864
0.579
32.5
23.3
124
69
0
149.8
46.9
193.9
155
89.3
1.78
18.4
107.6
5.56
0
0
1.01
1.01
76.2
0
former
0
0
11.6
4.1
degree
18-30k
1.78
0
100
0
0
0
0
0
0
0
0
0
15
0
15
0
11.627
0
82
European
63.3
0
189.1
90.8
25.4
101.5
114.9
0.784
0.537
25.1
43.7
140
89
0
174.7
41.7
257.8
108.5
119.2
1.08
16.6
105.5
5.13
1
1
1.27
0.89
88.5
0
never
0
0
30.7
6.1
NVQ/HNC/HND
31-52k
0.18
0
97.8
1
0
0
0
0
0
0
0
0
10.832
0
3.559
0
7.722
0
83
European
50.3
1
173.1
77.9
26
94.7
98.2
0.838
0.547
26.8
10.2
135
89
0
137.3
60.9
274.1
160
114.3
1.66
12.6
93.7
5.71
0
0
0.8
0.76
106.3
0
never
0
0
18.2
5.9
NVQ/HNC/HND
<18k
2.43
0
92.9
0
0
0
0
0
0
0
0
0
13.989
0
15
0
12.972
0
84
European
61.8
1
167
84.1
30.2
78.6
99.3
0.793
0.471
34.8
28.5
112
71
0
133.2
49.1
62.3
143.3
120
3.68
100.6
60.4
5.94
0
0
0.66
0.85
92.9
0
former
0
0
31.1
6.7
degree
18-30k
-1.49
0
93
1
0
0
0
0
0
0
0
0
15
0
15
0
15
0
85
European
53.1
0
167
68.1
24.4
88.6
95.1
0.897
0.53
29.7
51.4
105
79
0
86.9
64.9
234.2
128.3
125.4
0.64
28.5
107.7
4.9
0
0
0.61
0.4
200
0
former
0
0
9.9
5.1
O/GCSE/CSE
<18k
-0.22
1
84.1
0
0
0
0
0
0
0
0
0
6.815
0
3.035
0
3.774
1
86
European
50.2
1
179.1
84.5
26.3
79.1
122.3
0.808
0.441
38.8
27
121
70
0
178.6
69.8
125.9
157.8
128
3.55
17.4
81.5
5.7
0
0
1.5
1.17
63.7
0
never
0
0
34
6.3
degree
52-100k
-0.94
1
95.2
0
0
0
0
0
0
0
0
0
15
0
15
0
1.338
0
87
European
59.8
1
162.3
68.3
25.9
92.5
90.7
0.856
0.57
29.4
47.7
133
85
1
153.5
49.7
98.4
176.3
94.4
0.64
18.2
73.6
5.37
0
0
0.92
1.12
67.3
0
never
0
0
36.3
3
degree
<18k
-0.74
0
98
0
0
0
0
0
0
0
0
0
0.071
0
13.732
0
1.695
0
88
European
60.3
0
174.1
73.2
24.2
88.2
106.2
0.942
0.506
41.6
42.7
148
86
0
148.6
75.3
95.4
134
85.1
2.98
19.4
79.6
5.46
0
0
0.72
0.75
108.9
0
former
0
0
23.5
5.2
O/GCSE/CSE
18-30k
-2.98
0
78
0
0
0
0
0
0
1
0
0
15
0
14.473
0
12.343
0
89
European
75.9
0
165.2
73.9
27.1
110.7
91.2
0.964
0.67
25.9
30.2
145
82
0
193.8
69.8
163.5
167.5
114
1.5
33.6
103.3
4.5
0
0
1.27
1.11
68.1
0
former
0
0
2
3.7
NVQ/HNC/HND
<18k
-2.66
0
100
1
0
0
0
0
0
0
0
0
10.599
1
15
0
15
0
90
European
48.2
0
185.2
90.1
26.3
96.9
101.8
0.845
0.523
29.2
26.4
148
94
0
168.5
49
176.3
91.5
119.3
0.92
33.3
125.4
6.27
0
0
1.41
1.15
64.8
0
never
0
0
0
2.3
O/GCSE/CSE
<18k
1.02
1
97.6
1
0
0
0
0
0
0
0
0
15
0
6.001
0
15
0
91
European
74.4
1
166.3
67.7
24.5
93.6
92.8
0.768
0.563
34.8
12.4
135
75
0
149.7
35.6
232.3
129.2
87.9
0.77
9.1
117.2
5.68
0
0
1.26
1.27
57.6
0
never
0
1
14
2.5
O/GCSE/CSE
18-30k
-5.78
1
97
0
0
0
0
0
0
0
0
0
1.63
1
3.903
0
15
0
92
European
66.4
0
158.6
83.8
33.3
104.6
108.5
0.897
0.659
21.7
26.4
153
88
1
173.1
49.2
125.5
148.5
103.4
3.01
22.7
95.9
4.5
0
0
0.97
0.81
99.1
0
never
0
1
51
2.1
NVQ/HNC/HND
52-100k
-0.51
0
84.7
1
0
0
0
0
1
0
0
0
7.534
1
15
0
15
0
93
European
59.6
0
165.4
91.3
33.4
84.7
113.6
0.8
0.512
22.7
9.2
127
75
0
111.2
31.2
112
125
123.1
0.6
26.3
111.8
4.55
0
0
0.88
0.93
83.5
0
former
0
0
0
4.1
degree
52-100k
-3.35
1
77.5
0
0
0
0
0
0
0
0
0
5.918
0
9.679
0
15
0
94
European
54.3
0
173.1
91
30.4
93
103.4
0.905
0.537
34.7
33.9
128
84
0
185.1
75.7
295.5
152.7
89.9
0.63
22.2
110.1
5.14
0
0
0.92
0.64
131.1
0
never
0
0
21.1
3.3
degree
31-52k
-0.73
0
96.6
0
0
0
0
0
0
0
0
0
15
0
9.582
0
15
0
95
European
43.1
1
185.3
120.7
35.1
95.2
95.2
0.996
0.513
26.5
38.1
164
97
0
167.3
48.5
96.4
157.9
123.5
2.88
25.5
88.4
5.31
0
0
1.19
1.28
57.3
0
former
0
0
27.7
4.2
A-levels
18-30k
1.31
0
95.4
0
0
0
0
0
0
0
0
0
5.595
0
15
0
15
0
96
European
50.1
0
180.2
69.3
21.3
92
104.6
0.899
0.511
38.8
37.2
111
71
0
146.7
60.7
198.9
166.4
86.6
3.96
15.6
105.8
6.09
0
0
0.93
0.91
86.2
0
never
0
0
3.3
4.8
degree
31-52k
1.81
0
98.3
0
0
0
1
0
0
0
0
0
15
0
7.215
0
3.628
0
97
European
40
0
163.1
78.1
29.3
87.3
120.4
0.851
0.535
26.1
27.3
118
64
0
136.4
83.7
105.4
63.3
105.3
0.75
4.4
76.7
5.17
0
0
0.61
0.72
113.1
0
former
0
0
27.6
6.2
A-levels
18-30k
-6.08
1
100
1
0
0
0
0
0
0
0
0
15
0
1.673
0
4.054
0
98
European
56.1
0
175.8
83.1
26.9
94.3
107.4
0.748
0.537
31.8
40.1
114
77
0
155.7
42.1
221.9
113
107.2
0.41
32.8
95.9
5.53
0
0
0.95
0.81
98.3
0
former
0
0
20.1
2.8
none
18-30k
-3.6
0
92
1
0
0
0
0
1
0
0
1
15
0
0.679
0
15
0
99
European
68.9
1
171.3
94.8
32.3
72.1
120
0.903
0.421
22.2
45.3
157
86
1
167.8
65.5
70.4
150.6
68.8
1.78
7.9
95.7
5.8
0
0
0.69
1.3
56
0
former
0
0
22.5
2.7
O/GCSE/CSE
>100k
-2.62
1
85.6
1
0
0
0
0
0
0
0
0
7.508
0
15
0
8.605
0
100
European
58
0
149.4
71.2
31.9
76.3
107.2
0.942
0.511
24.3
31.1
162
94
0
126.4
54.3
62.4
138.3
117.5
1.36
9.5
82.9
4.89
0
0
1.18
0.84
94.4
0
former
0
0
0
5.4
none
<18k
-4.09
0
82.3
1
0
0
0
0
0
0
0
0
15
0
2.63
0
7.358
0