Observation_Year
int64
2.01k
2.02k
Issue_Age
int64
0
100
Attained_Age
int64
0
119
Duration
int64
1
95
Sex
stringclasses
2 values
Smoker_Status
stringclasses
3 values
Insurance_Plan
stringclasses
7 values
Amount_Exposed
float64
0.17
666M
Policies_Exposed
float64
0
10.9k
Death_Count
int64
0
112
Death_Claim_Amount
float64
0
15M
ExpDth_VBT2015wMI_Cnt
float64
0
135
Log_Amount_Exposed
float64
0.15
20.3
Log_Policies_Exposed
float64
0
9.29
Expected_Mortality_Rate
float64
0
0.5
2,012
50
56
7
F
NS
ULSG
2,362,022.5
1.404372
0
0
0.002023
14.675029
0.877289
0.001441
2,014
57
57
1
F
NS
Perm
85,000
1.619178
0
0
0.000553
11.350418
0.962861
0.000342
2,012
57
64
8
M
NS
Term
2,663,013
0.887671
0
0
0.004072
14.794969
0.635344
0.004587
2,016
27
51
25
M
NS
Term
207,945
0.802739
0
0
0.001611
12.245034
0.589307
0.002007
2,012
66
72
7
F
NS
Term
175,342.5
0.350685
0
0
0.002202
12.074502
0.300612
0.00628
2,015
47
55
9
F
S
UL
25,846.361328
0.512299
0
0
0.002244
10.159964
0.413631
0.00438
2,019
55
71
17
M
NS
Term
45,205.480469
0.90411
0
0
0.009958
10.718996
0.644014
0.011014
2,017
27
84
58
M
U
Other
72,591.585938
4.375342
0
0
0.305012
11.192618
1.681822
0.069712
2,015
24
34
11
M
S
UL
84,602.726563
8.460273
0
0
0.007445
11.345734
2.247101
0.00088
2,018
38
48
11
F
NS
Perm
1,725,637.082031
6.391781
0
0
0.005355
14.361107
2.000369
0.000838
2,016
48
64
17
M
NS
ULSG
7,643.839844
0.764384
0
0
0.004268
8.941786
0.567802
0.005584
2,016
52
52
1
F
NS
Perm
3,806,610.5
0.79452
0
0
0.000229
15.15225
0.584738
0.000289
2,018
12
36
25
M
U
UL
439,333.069336
16.619178
0
0
0.020868
12.993015
2.868988
0.001256
2,015
41
41
1
F
NS
Term
4,324,649
39.327816
0
0
0.005506
15.279842
3.697041
0.00014
2,015
35
43
9
M
NS
Term
23,809,078
41.730022
0
0
0.028376
16.985578
3.754902
0.00068
2,019
42
63
22
M
NS
Term
7,603.96167
0.649315
0
0
0.003519
8.936556
0.50036
0.005419
2,015
10
29
20
M
NS
VL
2,638,736.75
18.111017
0
0
0.015213
14.785811
2.950265
0.00084
2,018
37
46
10
F
S
Term
100,000
1
0
0
0.001922
11.512935
0.693147
0.001922
2,019
13
29
17
M
NS
ULSG
52,281.996094
0.953425
0
0
0.000781
10.864426
0.669584
0.000819
2,014
45
48
4
M
NS
ULSG
9,960,933
17.835615
0
0
0.013822
16.114181
2.93575
0.000775
2,014
66
67
2
F
NS
ULSG
282,980.4375
10.287672
0
0
0.021811
12.553137
2.423711
0.00212
2,012
71
76
6
F
S
ULSG
4,246.600098
0.084932
0
0
0.002824
8.354109
0.081517
0.033245
2,014
50
63
14
M
NS
Perm
162,520.765625
1.394521
0
0
0.006203
11.998567
0.873183
0.004448
2,019
32
34
3
F
NS
Term
18,082.191406
0.090411
0
0
0.000016
9.802738
0.086555
0.000177
2,019
59
68
10
M
NS
Term
3,331,506.75
0.832877
0
0
0.006024
15.018936
0.605887
0.007232
2,012
42
50
9
F
S
Perm
230,789.65625
7.557952
0
0
0.020242
12.349266
2.146861
0.002678
2,016
46
48
3
F
NS
Term
2,079,236
2.079236
0
0
0.001055
14.547512
1.124682
0.000508
2,012
37
46
10
M
NS
Term
444,172.5
0.888345
0
0
0.000797
13.003971
0.635701
0.000897
2,019
56
60
5
F
NS
Term
4,414,566
3.19452
0
0
0.006612
15.30042
1.433779
0.00207
2,019
26
40
15
M
S
Term
588,356.171875
11.767123
0
0
0.020645
13.285089
2.546873
0.001754
2,018
25
58
34
M
NS
Perm
184,657.53125
0.923288
0
0
0.003315
12.126264
0.654036
0.00359
2,014
36
63
28
F
S
UL
387,671.25
1.550685
0
0
0.018199
12.867916
0.936362
0.011736
2,019
35
54
20
M
NS
Term
7,461,665.726563
48.131508
0
0
0.103212
15.825289
3.894501
0.002144
2,012
34
39
6
F
NS
Term
22,435,884
19.013004
0
0
0.006944
16.926172
2.996382
0.000365
2,019
44
56
13
F
NS
Term
48,219.179688
0.964384
0
0
0.001779
10.783533
0.675178
0.001844
2,016
22
43
22
M
NS
Term
707,107.0625
1.964384
0
0
0.002401
13.468939
1.086669
0.001222
2,018
27
41
15
M
NS
Term
1,575,342.5
1.575342
0
0
0.001283
14.269984
0.945983
0.000814
2,018
29
40
12
M
NS
VL
27,386.300781
0.279452
0
0
0.000189
10.217835
0.246432
0.000677
2,012
27
32
6
M
S
VLSG
848,683.8125
2.571038
0
0
0.001573
13.651443
1.272856
0.000612
2,019
29
40
12
F
NS
ULSG
901,517.810547
6.632877
0
0
0.003644
13.711836
2.032465
0.000549
2,014
47
66
20
F
S
VL
206,455.546875
3.791781
0
0
0.056541
12.237845
1.566902
0.014911
2,017
49
62
14
F
S
Term
23,222.892578
0.487671
0
0
0.004685
10.052937
0.397212
0.009607
2,013
3
8
6
F
NS
VL
54,644.5
0.109289
0
0
0.000008
10.908622
0.103719
0.000071
2,019
77
80
4
F
U
Perm
23,609.259766
0.827397
0
0
0.01138
10.069437
0.602893
0.013754
2,013
68
68
1
M
S
VLSG
131,917.84375
1.172603
0
0
0.007376
11.789942
0.775926
0.00629
2,019
3
67
65
M
U
Term
2,931.506828
1.29863
0
0
0.014114
7.983613
0.832313
0.010868
2,013
64
77
14
M
S
UL
10,767.120117
0.717808
1
15,000
0.03612
9.284345
0.541049
0.05032
2,016
64
90
27
F
S
UL
9,808
1
1
9,808
0.144049
9.191056
0.693147
0.144049
2,012
45
45
1
F
S
VLSG
183,743.25
0.734973
0
0
0.00038
12.1213
0.550992
0.000517
2,014
43
46
4
M
S
Term
3,808,220
0.761644
0
0
0.001234
15.152673
0.566247
0.00162
2,018
45
47
3
F
NS
Term
279,076.635254
0.750685
0
0
0.000311
12.539245
0.560007
0.000414
2,014
47
61
15
M
S
Perm
192,821.96875
0.539726
0
0
0.00597
12.169528
0.431604
0.011061
2,013
36
47
12
M
NS
VL
5,515,340
1.084931
0
0
0.001055
15.523044
0.734736
0.000972
2,014
29
38
10
M
S
Term
464,383.5
0.928767
0
0
0.001019
13.048468
0.656881
0.001097
2,019
30
30
1
F
NS
Term
96,712.326172
0.923288
0
0
0.000063
11.479506
0.654036
0.000069
2,013
60
63
4
F
S
Perm
11,065.487305
2.194522
0
0
0.017393
9.311677
1.161437
0.007926
2,015
10
14
5
M
NS
UL
15,547.950195
0.621918
0
0
0.000118
9.651748
0.483609
0.00019
2,012
67
72
6
F
S
VLSG
10,928.950195
0.437158
0
0
0.010338
9.299262
0.362668
0.023648
2,014
61
70
10
M
NS
VLSG
12,279.438477
0.227397
0
0
0.002103
9.415763
0.204896
0.009249
2,013
43
53
11
F
NS
Term
395,890.5
0.791781
0
0
0.001087
12.888895
0.58321
0.001373
2,013
18
34
17
M
NS
Perm
6,103,910
40.454796
0
0
0.027044
15.62444
3.724604
0.000669
2,016
30
47
18
M
S
UL
35,655.75
0.713115
0
0
0.002289
10.481694
0.538313
0.003209
2,016
29
42
14
F
NS
UL
33,196.726563
0.442623
0
0
0.000286
10.410237
0.366463
0.000647
2,013
38
42
5
F
NS
Term
1,366.125
0.054645
0
0
0.000026
7.220465
0.053204
0.000475
2,014
2
18
17
F
S
Term
213,698.59375
3.723287
0
0
0.001011
12.272327
1.552505
0.000272
2,018
40
52
13
F
NS
UL
135,000.000977
1.328767
0
0
0.001768
11.813037
0.845339
0.001331
2,014
23
55
33
M
NS
Perm
61,651.308594
2.232877
0
0
0.006539
11.029266
1.173372
0.002929
2,018
33
33
1
M
NS
Term
1,390,410.9375
2.246575
0
0
0.000309
14.145111
1.177601
0.000137
2,017
35
45
11
M
S
Term
8,940,014
16.760851
0
0
0.032599
16.006048
2.876997
0.001945
2,015
68
74
7
M
S
UL
5,476.327637
0.333333
0
0
0.010867
8.608373
0.287682
0.0326
2,019
19
31
13
M
NS
Term
1,226,712.3125
1.717808
0
0
0.000753
14.019849
0.999826
0.000439
2,014
41
62
22
M
NS
Term
302,575.4375
5.594522
0
0
0.028659
12.620089
1.886239
0.005123
2,015
50
61
12
M
NS
Term
463,699
0.736987
0
0
0.002565
13.046993
0.552152
0.00348
2,019
29
64
36
M
U
Term
94,287.672607
4.684931
0
0
0.037947
11.454116
1.737819
0.0081
2,019
47
64
18
M
NS
VLSG
742,657.5625
1.167123
0
0
0.006757
13.517992
0.773401
0.00579
2,015
7
19
13
F
NS
Perm
3,260,129
9.553425
0
0
0.002579
14.997278
2.35645
0.00027
2,014
41
58
18
F
NS
Term
986,301.5
1.972603
0
0
0.004618
13.801718
1.089438
0.002341
2,013
34
51
18
M
NS
Term
1,240,028.75
4.76943
0
0
0.008116
14.030646
1.752573
0.001702
2,012
34
44
11
M
NS
UL
13,527.599609
0.270552
0
0
0.00021
9.512561
0.239451
0.000775
2,018
60
72
13
M
S
Perm
113,034.223145
4.158904
0
0
0.142874
11.635455
1.640724
0.034354
2,018
37
60
24
F
S
Perm
1,561.643799
0.312329
0
0
0.002635
7.354134
0.271803
0.008438
2,019
43
63
21
F
NS
Term
2,264,383.623047
4.528767
0
0
0.017682
14.632814
1.709965
0.003904
2,019
50
77
28
F
NS
VL
60,591.779785
1.00274
0
0
0.017529
11.011931
0.694516
0.017481
2,012
0
7
8
M
U
UL
194,770.28125
0.382746
0
0
0.000032
12.179581
0.324071
0.000082
2,013
51
57
7
F
NS
VL
1,102,170
7.490412
0
0
0.011646
13.912792
2.138938
0.001555
2,016
33
34
2
M
NS
Term
149,064,336
48.536282
0
0
0.007716
18.819889
3.902705
0.000159
2,012
36
49
14
M
NS
Term
6,368,614
42.364216
0
0
0.052687
15.666893
3.769635
0.001244
2,018
41
60
20
M
NS
Perm
62,465.753906
0.328767
0
0
0.00138
11.04239
0.284252
0.004199
2,017
43
73
31
M
S
UL
44,917.367188
1.438357
0
0
0.055496
10.712602
0.891324
0.038583
2,017
39
49
11
F
NS
UL
490,520.375
3.569862
0
0
0.0035
13.103224
1.519483
0.000981
2,017
6
35
30
M
S
VL
69,315.101563
0.693151
0
0
0.000801
11.146433
0.526591
0.001155
2,013
40
56
17
M
S
Term
652,876.625
4.30137
0
0
0.027927
13.389145
1.667965
0.006493
2,019
43
52
10
F
NS
Term
935,027.404297
6.438356
0
0
0.00739
13.748332
2.00665
0.001148
2,013
78
97
20
M
NS
UL
644,575.25
0.958904
0
0
0.236679
13.376348
0.672385
0.246823
2,015
54
71
18
M
NS
VL
3,916,208.75
29.000006
0
0
0.32973
15.180635
3.401198
0.01137
2,017
47
51
5
M
NS
Term
24,219,180
4.843836
0
0
0.004782
17.002655
1.765387
0.000987
2,012
51
63
13
F
NS
Term
6,602,319
23.192762
0
0
0.079292
15.702932
3.186054
0.003419
2,019
61
102
42
F
U
Perm
28,068.492188
0.947945
0
0
0.316716
10.242439
0.666775
0.334108
2,016
75
76
2
F
NS
Perm
150,456.421875
4.685229
0
0
0.017299
11.921435
1.737871
0.003692
2,019
7
28
22
M
S
ULSG
267,808.222656
2.147945
0
0
0.00178
12.49803
1.14675
0.000829