id
int64
0
1.2M
Age
float64
18
64
Gender
stringclasses
2 values
Annual Income
float64
1
150k
Marital Status
stringclasses
3 values
Number of Dependents
float64
0
4
Education Level
stringclasses
4 values
Occupation
stringclasses
3 values
Health Score
float64
2.01
59
Location
stringclasses
3 values
Policy Type
stringclasses
3 values
Previous Claims
float64
0
9
Vehicle Age
float64
0
19
Credit Score
float64
300
849
Insurance Duration
float64
1
9
Policy Start Date
stringlengths
26
26
Customer Feedback
stringclasses
3 values
Smoking Status
stringclasses
2 values
Exercise Frequency
stringclasses
4 values
Property Type
stringclasses
3 values
Premium Amount
float64
20
5k
1,199,000
38
Male
92,946
Divorced
0
PhD
null
51.792912
Suburban
Comprehensive
null
7
563
6
2024-04-26 15:21:39.134960
Average
No
Monthly
Apartment
847
1,199,001
47
Male
2,658
Married
null
High School
Employed
9.97635
Rural
Basic
null
12
408
2
2024-05-11 15:21:39.192212
Poor
No
Daily
Apartment
1,752
1,199,002
null
Female
20,961
Married
3
PhD
Employed
14.86729
Rural
Premium
1
14
595
6
2020-09-24 15:21:39.237118
Average
No
Daily
Apartment
663
1,199,003
58
Male
45,396
Divorced
0
PhD
Employed
25.908796
Suburban
Basic
null
0
810
5
2021-01-13 15:21:39.226954
Average
No
Rarely
Apartment
1,546
1,199,004
61
Female
6,892
Married
null
Bachelor's
null
27.381967
Urban
Comprehensive
null
17
null
6
2022-03-13 15:21:39.087123
Good
No
Rarely
Apartment
2,643
1,199,005
32
Male
27,300
Married
2
Bachelor's
Unemployed
17.160428
Urban
Comprehensive
1
10
786
6
2021-06-10 15:21:39.237118
Poor
Yes
Monthly
House
762
1,199,006
50
Female
4,825
Divorced
null
Bachelor's
Self-Employed
15.842694
Urban
Comprehensive
2
5
782
7
2020-04-29 15:21:39.148733
Average
Yes
Monthly
House
748
1,199,007
35
Male
93,981
Divorced
0
Bachelor's
null
22.813665
Urban
Comprehensive
null
1
487
2
2020-04-30 15:21:39.245086
Good
No
Monthly
Apartment
69
1,199,008
30
Male
17,086
Single
4
High School
Self-Employed
14.527554
Suburban
Premium
0
1
null
9
2022-03-17 15:21:39.171102
Average
Yes
Rarely
House
831
1,199,009
50
Female
17,537
Divorced
1
Master's
Self-Employed
38.618834
Suburban
Comprehensive
1
3
368
3
2019-10-03 15:21:39.224915
Good
Yes
Rarely
Apartment
629
1,199,010
57
Male
18,259
Divorced
2
High School
Unemployed
17.120848
Suburban
Basic
null
2
503
2
2021-07-20 15:21:39.285112
Good
Yes
Monthly
Condo
201
1,199,011
31
Female
940
Married
3
Master's
null
24.834409
Rural
Premium
1
8
543
7
2022-01-01 15:21:39.122134
Average
No
Rarely
Condo
20
1,199,012
48
Male
7,738
Divorced
4
Master's
Self-Employed
12.547992
Rural
Comprehensive
0
8
832
4
2022-01-12 15:21:39.224915
Good
Yes
Weekly
Condo
77
1,199,013
24
Female
36,279
Married
1
Master's
Self-Employed
24.96417
Rural
Comprehensive
null
9
737
4
2022-07-05 15:21:39.250151
Good
Yes
Weekly
Condo
473
1,199,014
53
Female
128,850
Married
1
PhD
Unemployed
33.926606
Rural
Basic
1
11
449
7
2020-10-11 15:21:39.155231
Average
No
Monthly
Condo
262
1,199,015
34
Male
25,211
Married
3
Bachelor's
null
36.776742
Rural
Basic
1
12
441
3
2019-12-07 15:21:39.168099
Average
No
Monthly
Apartment
1,105
1,199,016
45
Female
38,718
Divorced
0
High School
null
24.944763
Urban
Basic
1
17
823
4
2023-01-29 15:21:39.110557
Poor
Yes
Daily
House
419
1,199,017
22
Male
37,485
Single
3
Master's
Self-Employed
40.006495
Rural
Basic
null
14
574
1
2021-08-24 15:21:39.290098
Good
Yes
Monthly
Apartment
1,104
1,199,018
27
Male
20,468
Married
4
PhD
null
9.817602
Rural
Premium
0
0
778
4
2021-11-06 15:21:39.265513
Poor
No
Daily
Apartment
890
1,199,019
40
Female
1,366
Divorced
null
Master's
Unemployed
33.6204
Rural
Premium
0
0
null
5
2023-07-13 15:21:39.283783
Good
Yes
Daily
Condo
2,737
1,199,020
50
Female
10,862
Divorced
4
High School
null
12.724407
Urban
Premium
1
8
728
2
2020-10-18 15:21:39.134960
Average
No
Daily
Condo
495
1,199,021
42
Male
31,444
Married
3
Master's
null
37.433852
Urban
Basic
0
7
532
3
2020-02-22 15:21:39.155231
Poor
No
Daily
Condo
196
1,199,022
53
Male
53,737
Married
1
High School
Unemployed
23.641265
Suburban
Basic
1
5
391
1
2020-05-14 15:21:39.155231
Poor
Yes
Rarely
Condo
1,727
1,199,023
18
Male
9,902
Divorced
3
Master's
Employed
8.879593
Suburban
Premium
0
16
847
7
2019-09-30 15:21:39.120168
Average
Yes
Daily
Condo
99
1,199,024
23
Male
6,865
Divorced
2
PhD
null
22.276965
Urban
Premium
1
15
755
5
2020-11-25 15:21:39.270454
Poor
Yes
Monthly
House
481
1,199,025
39
Male
1,217
Single
1
Master's
null
50.939038
Suburban
Premium
0
14
432
7
2022-06-23 15:21:39.237118
Poor
No
Monthly
Condo
1,288
1,199,026
38
Female
26,794
Single
2
PhD
Self-Employed
10.341229
Rural
Comprehensive
2
18
549
9
2021-12-22 15:21:39.172097
Good
Yes
Daily
House
221
1,199,027
43
Male
7,073
Married
2
Master's
Self-Employed
17.723651
Rural
Basic
1
12
696
8
2022-07-06 15:21:39.134960
Good
No
Daily
Apartment
881
1,199,028
39
Male
51,373
Married
1
High School
null
28.231914
Rural
Comprehensive
0
6
495
9
2022-03-17 15:21:39.090124
Average
No
Weekly
Condo
240
1,199,029
50
Female
10,066
Single
0
Bachelor's
null
28.71184
Suburban
Comprehensive
1
2
null
7
2020-09-28 15:21:39.248098
Good
No
Weekly
Apartment
632
1,199,030
null
Male
97,798
null
0
Master's
null
30.442317
Urban
Basic
2
14
511
1
2021-12-06 15:21:39.182597
Poor
No
Rarely
Condo
646
1,199,031
31
Female
35,200
Divorced
4
PhD
Self-Employed
18.491559
Suburban
Comprehensive
1
0
718
6
2022-11-06 15:21:39.290098
Poor
Yes
Rarely
Condo
2,485
1,199,032
32
Female
86,550
Married
null
Bachelor's
Unemployed
null
Suburban
Comprehensive
0
2
null
1
2020-06-30 15:21:39.185215
Good
No
Monthly
Condo
2,785
1,199,033
38
Male
29,505
Single
3
PhD
Employed
7.868692
Urban
Premium
1
19
414
7
2022-04-27 15:21:39.198406
Average
No
Monthly
Condo
788
1,199,034
58
Male
2,840
Married
4
PhD
Self-Employed
39.238302
Suburban
Comprehensive
null
5
779
9
2023-10-13 15:21:39.147735
Good
Yes
Daily
Apartment
2,399
1,199,035
24
Male
5,737
Divorced
4
High School
null
14.049555
Suburban
Premium
0
17
758
2
2021-05-19 15:21:39.282785
Poor
No
Weekly
Apartment
99
1,199,036
41
Female
7,062
Divorced
0
High School
Unemployed
23.072548
Suburban
Basic
1
3
552
5
2023-02-10 15:21:39.180553
Poor
Yes
Daily
Apartment
1,922
1,199,037
57
Male
5,060
Divorced
1
Master's
Employed
23.657537
Urban
Basic
null
2
521
7
2021-04-03 15:21:39.095696
Good
Yes
Weekly
Condo
1,461
1,199,038
19
Female
1,399
Married
1
PhD
Employed
29.402912
Suburban
Comprehensive
2
11
523
3
2021-04-17 15:21:39.148733
Average
Yes
Daily
Apartment
648
1,199,039
64
Female
29,226
Divorced
1
High School
Employed
31.038735
Urban
Basic
1
3
705
5
2020-09-16 15:21:39.248098
Poor
No
Rarely
Apartment
3,279
1,199,040
43
Male
73,033
Divorced
0
PhD
Self-Employed
12.727829
Rural
Basic
null
12
674
2
2023-06-14 15:21:39.096739
null
Yes
Rarely
House
79
1,199,041
51
Female
45,468
Divorced
3
Bachelor's
Self-Employed
13.693636
Suburban
Premium
0
12
633
6
2019-11-18 15:21:39.267454
Average
Yes
Weekly
House
1,114
1,199,042
38
Female
82,447
Divorced
0
High School
Self-Employed
19.953695
Suburban
Basic
1
3
743
1
2021-04-09 15:21:39.093681
null
No
Daily
House
2,165
1,199,043
39
Male
28,409
Married
0
Master's
Unemployed
14.318637
Urban
Basic
null
0
536
3
2019-08-21 15:21:39.107553
null
Yes
Monthly
Condo
1,173
1,199,044
45
Female
43,882
Single
4
High School
Employed
27.566846
Urban
Comprehensive
1
15
596
2
2020-05-08 15:21:39.134960
Average
Yes
Weekly
Apartment
1,368
1,199,045
34
Female
29,137
Married
null
PhD
null
17.027329
Suburban
Comprehensive
1
13
635
1
2024-03-21 15:21:39.237118
Poor
Yes
Daily
House
1,098
1,199,046
64
Male
1,449
Married
4
PhD
Unemployed
39.135712
Suburban
Premium
2
1
562
7
2020-12-27 15:21:39.134960
Average
Yes
Monthly
House
20
1,199,047
21
Female
58,932
Divorced
1
Master's
null
null
Urban
Comprehensive
1
2
453
5
2021-09-01 15:21:39.134960
Average
No
Weekly
Apartment
2,264
1,199,048
41
Male
10,127
Single
3
High School
null
30.336959
Rural
Premium
1
6
432
7
2024-01-20 15:21:39.155231
Good
Yes
Daily
Apartment
776
1,199,049
46
Female
1,488
Single
1
PhD
Unemployed
null
Rural
Basic
2
0
393
4
2024-02-26 15:21:39.120168
Poor
Yes
Monthly
House
678
1,199,050
51
Female
61,779
Divorced
3
High School
null
26.818996
Suburban
Premium
null
2
415
8
2020-03-22 15:21:39.091080
Good
No
Weekly
Condo
703
1,199,051
49
Male
29,146
Single
4
Bachelor's
Employed
32.643825
Rural
Basic
0
12
663
7
2023-09-20 15:21:39.155231
Average
No
Rarely
House
837
1,199,052
25
Male
136,768
Divorced
3
Bachelor's
Employed
46.09977
Suburban
Premium
2
6
767
6
2024-06-19 15:21:39.132191
null
Yes
Weekly
Condo
556
1,199,053
54
Female
3,624
Married
4
High School
Self-Employed
40.504734
Urban
Comprehensive
1
17
null
5
2020-05-01 15:21:39.177724
Good
No
Weekly
Condo
2,027
1,199,054
60
Male
83,923
Single
0
Master's
Self-Employed
33.816398
Suburban
Basic
null
16
785
1
2021-08-14 15:21:39.175719
null
Yes
Rarely
House
101
1,199,055
61
Female
10,781
Single
1
PhD
Employed
34.722101
Rural
Premium
null
10
568
9
2021-09-05 15:21:39.097737
Poor
No
Rarely
House
3,125
1,199,056
40
Male
62,496
Married
3
Master's
Unemployed
21.509731
Urban
Comprehensive
0
17
315
3
2019-10-14 15:21:39.198406
Good
No
Rarely
Apartment
753
1,199,057
29
Male
27,894
Divorced
1
High School
Unemployed
39.551312
Rural
Premium
2
10
742
5
2023-12-17 15:21:39.219432
Poor
Yes
Weekly
Condo
1,082
1,199,058
52
Male
52,254
Single
1
High School
Employed
15.965779
Rural
Basic
0
6
446
3
2020-12-26 15:21:39.095696
Poor
Yes
Monthly
Apartment
226
1,199,059
33
Female
37,387
Single
1
Bachelor's
null
7.795599
Suburban
Comprehensive
0
6
756
1
2020-10-19 15:21:39.155231
Poor
Yes
Monthly
Condo
1,739
1,199,060
45
Male
3,636
Married
3
PhD
Self-Employed
44.393072
Rural
Premium
null
16
541
7
2023-11-06 15:21:39.134960
Average
No
Monthly
Apartment
431
1,199,061
36
Female
18,340
Single
2
PhD
Unemployed
36.388518
Suburban
Basic
3
7
542
3
2019-09-17 15:21:39.183598
Good
No
Rarely
House
1,331
1,199,062
28
Male
2,862
Married
2
Bachelor's
Self-Employed
22.096995
Suburban
Premium
0
11
null
7
2024-01-23 15:21:39.100695
Poor
No
Monthly
House
2,454
1,199,063
34
Female
15,409
Married
1
High School
Unemployed
27.639224
Urban
Basic
0
18
761
6
2019-09-09 15:21:39.223901
Good
Yes
Rarely
House
1,245
1,199,064
55
Male
81,211
Divorced
1
High School
Unemployed
18.747846
Suburban
Basic
null
1
494
9
2021-10-30 15:21:39.245086
Average
No
Daily
House
2,731
1,199,065
31
Male
59,926
null
4
High School
Unemployed
31.859804
Urban
Premium
1
6
781
6
2020-03-09 15:21:39.177724
Average
No
Monthly
Condo
1,838
1,199,066
40
Female
72,023
Single
1
Master's
Unemployed
11.125719
Urban
Comprehensive
null
6
310
8
2023-04-03 15:21:39.183598
Average
No
Rarely
Apartment
533
1,199,067
57
Male
26,963
Married
0
PhD
Employed
35.24037
Rural
Basic
3
9
696
1
2020-07-31 15:21:39.192212
Poor
Yes
Weekly
Apartment
843
1,199,068
27
Female
27,950
Married
2
PhD
null
28.393897
Rural
Comprehensive
0
1
682
4
2021-08-08 15:21:39.202448
Poor
No
Weekly
Condo
784
1,199,069
52
Male
1,415
Married
0
PhD
null
12.501425
Urban
Premium
0
17
534
9
2021-04-30 15:21:39.106582
Poor
No
Monthly
Condo
186
1,199,070
46
Male
3,447
Divorced
0
Master's
null
27.486765
Suburban
Basic
0
3
693
7
2020-03-01 15:21:39.221386
Poor
No
Monthly
Condo
3,279
1,199,071
23
Female
20,243
Single
2
High School
Unemployed
17.354035
Urban
Comprehensive
1
14
703
9
2023-02-17 15:21:39.237118
Average
Yes
Rarely
Apartment
909
1,199,072
20
Male
859
Single
2
High School
Unemployed
null
Suburban
Basic
1
15
473
8
2021-04-22 15:21:39.265513
Average
Yes
Monthly
Condo
549
1,199,073
32
Female
23,019
Single
0
High School
Self-Employed
33.814128
Suburban
Comprehensive
null
3
554
3
2023-02-11 15:21:39.193945
null
No
Rarely
Condo
141
1,199,074
39
Male
2,579
Divorced
null
High School
Employed
12.987976
Suburban
Premium
2
7
622
7
2024-04-08 15:21:39.187211
Poor
No
Monthly
House
1,321
1,199,075
29
Female
76,522
Divorced
2
High School
Self-Employed
43.985814
Urban
Basic
null
1
489
3
2024-01-16 15:21:39.125660
Good
No
Daily
Apartment
2,195
1,199,076
46
Male
100,732
Single
4
Master's
Employed
41.508939
Rural
Basic
3
2
539
3
2021-08-24 15:21:39.134960
Average
No
Daily
Condo
2,087
1,199,077
48
Female
16,646
Single
3
High School
null
12.957748
Rural
Basic
2
8
543
8
2020-02-29 15:21:39.225916
Average
No
Daily
Apartment
2,636
1,199,078
54
Female
48,898
Divorced
4
Master's
Unemployed
28.826555
Rural
Premium
0
6
309
8
2020-06-27 15:21:39.084065
Average
Yes
Weekly
House
1,295
1,199,079
64
Female
46,997
Married
0
High School
Self-Employed
23.526727
Suburban
Basic
3
16
747
1
2022-07-02 15:21:39.278402
Good
Yes
Monthly
House
24
1,199,080
43
Male
28,983
Single
1
Bachelor's
null
19.068104
Rural
Comprehensive
2
10
538
7
2023-12-27 15:21:39.134960
Average
Yes
Rarely
Apartment
946
1,199,081
64
Female
8,073
Divorced
3
Master's
Employed
15.719929
Urban
Comprehensive
0
14
556
4
2023-04-08 15:21:39.087123
Good
Yes
Weekly
Condo
801
1,199,082
45
Male
141,386
Divorced
3
PhD
null
31.788212
Urban
Comprehensive
null
5
412
9
2023-06-30 15:21:39.231531
Average
No
Daily
Apartment
810
1,199,083
22
Male
106,820
Married
null
Master's
Unemployed
18.822795
Urban
Basic
3
14
491
1
2020-04-16 15:21:39.155231
Average
No
Rarely
Condo
992
1,199,084
31
Female
null
Single
0
Bachelor's
Self-Employed
45.84781
Urban
Premium
null
12
441
6
2022-03-07 15:21:39.155231
Good
Yes
Monthly
Apartment
2,228
1,199,085
21
Male
23,786
Divorced
null
High School
Unemployed
35.298526
Suburban
Comprehensive
1
16
769
8
2023-05-29 15:21:39.283783
Average
Yes
Weekly
House
71
1,199,086
50
Female
45,967
Single
3
Bachelor's
Self-Employed
29.373333
Rural
Comprehensive
null
8
537
2
2022-10-04 15:21:39.207847
Poor
Yes
Daily
Apartment
656
1,199,087
49
Female
6,077
Divorced
1
PhD
Unemployed
21.75592
Urban
Comprehensive
1
5
704
7
2024-05-24 15:21:39.192212
Poor
No
Daily
Condo
1,741
1,199,088
30
Female
26,395
Divorced
2
Master's
Unemployed
21.381318
Suburban
Comprehensive
1
18
786
6
2024-04-17 15:21:39.226954
Good
No
Rarely
Condo
1,711
1,199,089
47
Female
25,822
null
2
Master's
Unemployed
8.723965
Rural
Basic
null
9
784
3
2020-10-19 15:21:39.113566
Average
Yes
Monthly
Condo
255
1,199,090
51
Female
20,867
Single
0
Master's
null
9.456411
Suburban
Basic
0
13
null
2
2020-10-08 15:21:39.134960
Average
Yes
Rarely
House
261
1,199,091
49
Male
2,989
Divorced
null
High School
null
24.673447
Rural
Basic
null
9
413
9
2023-11-24 15:21:39.236064
Average
Yes
Rarely
House
426
1,199,092
64
Male
23,594
Single
2
High School
Unemployed
4.352675
Rural
Comprehensive
1
2
null
2
2020-08-26 15:21:39.092127
Good
No
Rarely
House
39
1,199,093
27
Female
75,789
Married
0
Bachelor's
Unemployed
38.715198
Suburban
Premium
2
9
842
2
2024-03-23 15:21:39.285112
Good
No
Weekly
Condo
110
1,199,094
24
Female
20,361
Single
1
Bachelor's
null
34.374628
Suburban
Comprehensive
1
9
847
8
2022-10-26 15:21:39.285112
Poor
No
Rarely
Apartment
3,530
1,199,095
63
Female
135,781
Divorced
1
PhD
Self-Employed
44.113231
Suburban
Comprehensive
3
8
421
6
2020-04-15 15:21:39.155231
Average
Yes
Rarely
House
466
1,199,096
61
Male
140,573
Single
4
High School
Self-Employed
15.282235
Urban
Premium
0
18
441
4
2020-01-15 15:21:39.155231
Poor
No
Monthly
House
1,209
1,199,097
20
Male
17,084
Married
0
PhD
Self-Employed
42.751355
Urban
Premium
1
3
null
2
2022-04-27 15:21:39.283783
Poor
No
Monthly
House
394
1,199,098
57
Female
16,092
Single
4
High School
null
31.849099
Rural
Basic
1
16
556
5
2019-09-24 15:21:39.126661
Average
Yes
Weekly
Apartment
663
1,199,099
53
Male
8,881
Single
0
PhD
Employed
28.972255
Urban
Comprehensive
3
16
null
1
2020-11-16 15:21:39.150730
Good
Yes
Monthly
House
29