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
1,172,300
57
Male
17,085
Divorced
2
High School
Self-Employed
25.769134
Urban
Basic
null
17
null
9
2023-11-16 15:21:39.164044
Good
Yes
Daily
House
471
1,172,301
46
Male
82,901
Divorced
1
PhD
null
18.040314
Suburban
Comprehensive
null
3
430
2
2021-09-01 15:21:39.099739
Good
No
Monthly
Condo
1,751
1,172,302
23
Female
34,642
Divorced
0
High School
null
45.443097
Suburban
Comprehensive
0
13
721
5
2021-08-01 15:21:39.111551
Good
Yes
Daily
Apartment
592
1,172,303
21
Male
17,764
Single
3
Bachelor's
null
24.907318
Suburban
Premium
1
7
720
7
2020-05-14 15:21:39.188220
Good
No
Weekly
Condo
588
1,172,304
53
Male
60,543
Married
0
PhD
Unemployed
13.17444
Suburban
Comprehensive
0
5
498
5
2021-12-21 15:21:39.094752
Poor
No
Rarely
Condo
2,075
1,172,305
40
Male
9,856
Single
1
PhD
Self-Employed
27.604057
Suburban
Comprehensive
null
8
null
5
2023-07-28 15:21:39.134960
Good
Yes
Weekly
Apartment
546
1,172,306
34
Female
3,846
Divorced
2
High School
Employed
52.534721
Suburban
Basic
1
5
552
7
2019-09-29 15:21:39.146733
Good
No
Weekly
Condo
1,719
1,172,307
46
Female
113,579
Divorced
2
Bachelor's
null
25.073025
Urban
Premium
null
10
313
2
2020-10-11 15:21:39.253660
Good
No
Monthly
House
2,746
1,172,308
48
Female
15,894
Divorced
null
Master's
Employed
32.590943
Suburban
Premium
2
16
561
5
2024-04-17 15:21:39.281787
Average
Yes
Monthly
House
1,099
1,172,309
33
Female
16,861
Single
1
PhD
Unemployed
48.186872
Urban
Premium
2
11
null
5
2021-05-23 15:21:39.134960
Poor
No
Weekly
Condo
2,041
1,172,310
31
Female
23,222
Single
4
Master's
Employed
33.826586
Urban
Comprehensive
1
7
537
4
2021-07-22 15:21:39.118178
Average
Yes
Monthly
Apartment
481
1,172,311
60
Female
8,092
Single
1
Master's
Employed
25.365078
Suburban
Premium
null
6
589
4
2022-09-21 15:21:39.171102
Poor
No
Daily
Condo
2,141
1,172,312
53
Female
29,862
Divorced
2
High School
Self-Employed
17.934273
Urban
Comprehensive
0
3
null
4
2022-04-21 15:21:39.165120
Poor
Yes
Weekly
House
542
1,172,313
62
Male
7,713
Divorced
3
Master's
Self-Employed
4.895303
Urban
Comprehensive
1
0
582
8
2023-04-16 15:21:39.155231
Good
Yes
Rarely
Apartment
790
1,172,314
29
Female
21,259
Divorced
0
Master's
Unemployed
14.593115
Urban
Comprehensive
0
9
713
6
2021-01-11 15:21:39.244069
Average
Yes
Rarely
House
1,813
1,172,315
43
Male
14,078
Married
null
Bachelor's
Self-Employed
22.513978
Urban
Basic
1
16
565
2
2020-08-14 15:21:39.261856
Average
Yes
Weekly
House
195
1,172,316
48
Male
39,082
Divorced
1
PhD
Employed
17.987058
Urban
Premium
0
8
527
3
2024-05-27 15:21:39.134960
Average
No
Rarely
House
495
1,172,317
40
Female
12,058
Married
1
Master's
Self-Employed
45.710738
Suburban
Comprehensive
1
9
546
3
2022-06-18 15:21:39.155231
Average
No
Rarely
Apartment
1,173
1,172,318
41
Male
2,720
Married
2
High School
Unemployed
14.890766
Rural
Premium
2
1
830
2
2024-01-27 15:21:39.194829
Average
Yes
Weekly
House
2,761
1,172,319
28
Male
3,301
Single
null
High School
Self-Employed
29.990074
Rural
Premium
3
19
489
2
2024-04-03 15:21:39.230483
Average
No
Rarely
Apartment
837
1,172,320
38
Male
8,791
Divorced
3
High School
Employed
14.908445
Urban
Premium
0
18
733
6
2024-05-10 15:21:39.193945
Poor
No
Monthly
Condo
549
1,172,321
20
Female
29,098
Divorced
0
PhD
null
null
Rural
Premium
1
5
448
2
2021-07-29 15:21:39.083497
Good
No
Weekly
Condo
815
1,172,322
59
Female
919
Married
4
High School
Employed
38.913373
Rural
Premium
2
19
726
6
2022-02-06 15:21:39.155231
Average
No
Monthly
House
596
1,172,323
63
Male
134,801
Married
0
Master's
Unemployed
27.038355
Suburban
Premium
2
13
460
5
2019-10-16 15:21:39.265513
Average
Yes
Rarely
Condo
1,621
1,172,324
32
Male
15,461
Married
4
High School
null
20.690132
Rural
Basic
null
0
787
8
2024-02-26 15:21:39.097737
Poor
Yes
Weekly
Condo
91
1,172,325
null
Female
24,881
Married
3
High School
null
30.5744
Suburban
Premium
2
7
null
9
2021-01-04 15:21:39.237118
Average
Yes
Weekly
Condo
812
1,172,326
35
Female
899
Married
null
Master's
Self-Employed
35.939878
Suburban
Premium
1
17
318
3
2023-01-29 15:21:39.237118
Poor
Yes
Daily
House
74
1,172,327
47
Female
36,454
Married
2
PhD
Unemployed
20.719182
Urban
Premium
null
11
827
8
2021-03-08 15:21:39.155231
Average
Yes
Rarely
House
1,094
1,172,328
48
Male
9,097
Married
3
PhD
Unemployed
24.812165
Suburban
Basic
null
1
537
8
2021-12-28 15:21:39.237118
Poor
Yes
Rarely
House
642
1,172,329
31
Male
2,693
Married
3
Bachelor's
null
47.729475
Urban
Basic
null
2
755
2
2020-07-02 15:21:39.109552
Good
No
Weekly
Apartment
2,296
1,172,330
57
Female
56,359
Married
null
High School
Self-Employed
51.359023
Urban
Comprehensive
null
9
535
7
2019-09-07 15:21:39.226954
Good
Yes
Daily
Apartment
2,988
1,172,331
48
Female
39,097
Married
2
High School
null
31.231824
Urban
Basic
1
0
null
2
2021-04-22 15:21:39.237118
Good
Yes
Daily
Condo
1,249
1,172,332
59
Male
20,088
Divorced
1
PhD
Self-Employed
15.959609
Urban
Basic
1
5
569
5
2019-10-17 15:21:39.274993
Good
No
Daily
Condo
1,205
1,172,333
64
Male
18,114
Single
2
High School
null
24.669927
Suburban
Basic
0
0
522
2
2022-01-12 15:21:39.171102
Poor
Yes
Monthly
House
1,051
1,172,334
62
Male
57,722
Single
0
High School
Self-Employed
27.121965
Urban
Basic
0
17
713
8
2021-11-20 15:21:39.268507
Poor
No
Weekly
House
81
1,172,335
43
Female
10,084
Single
2
Bachelor's
Employed
12.844434
Urban
Basic
null
16
695
8
2021-03-28 15:21:39.084065
Good
Yes
Rarely
Condo
1,374
1,172,336
64
Male
44,756
Divorced
4
Bachelor's
null
30.385861
Urban
Basic
0
17
726
7
2020-10-14 15:21:39.194829
Average
No
Weekly
Apartment
1,487
1,172,337
55
Male
25,668
Married
3
High School
null
10.141824
Urban
Comprehensive
2
11
459
3
2021-03-01 15:21:39.231531
Good
Yes
Weekly
Apartment
1,719
1,172,338
44
Female
28,863
Married
0
Bachelor's
Employed
16.839667
Urban
Basic
1
14
null
3
2022-02-16 15:21:39.107553
Average
Yes
Rarely
House
1,587
1,172,339
19
Female
16,459
Divorced
3
High School
Unemployed
11.994424
Urban
Basic
null
4
473
4
2023-05-27 15:21:39.194829
Poor
Yes
Weekly
House
573
1,172,340
38
Female
26,971
Divorced
0
High School
Employed
13.817036
Urban
Basic
null
8
743
1
2022-04-26 15:21:39.194829
Poor
Yes
Weekly
Apartment
943
1,172,341
46
Male
35,279
Single
1
PhD
Self-Employed
22.923198
Urban
Comprehensive
null
7
585
2
2024-04-06 15:21:39.091080
Poor
Yes
Monthly
Condo
1,432
1,172,342
23
Male
8,078
Married
0
Bachelor's
null
21.098347
Suburban
Premium
1
0
596
4
2020-08-30 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,401
1,172,343
48
Female
33,421
Married
0
Master's
Employed
18.926272
Urban
Premium
0
15
584
7
2020-07-24 15:21:39.191219
Average
Yes
Daily
Condo
707
1,172,344
58
Male
30,377
Divorced
2
Bachelor's
null
35.476925
Urban
Comprehensive
1
5
579
3
2020-05-24 15:21:39.134960
Good
No
Daily
Apartment
101
1,172,345
49
Male
11,292
Single
1
High School
null
16.474562
Urban
Basic
1
9
359
9
2020-04-30 15:21:39.226954
Average
Yes
Weekly
Condo
1,351
1,172,346
38
Female
65,690
Single
4
Bachelor's
null
21.099229
Suburban
Premium
0
12
355
4
2020-11-27 15:21:39.115178
Poor
No
Daily
House
245
1,172,347
22
Female
32,010
Single
4
Bachelor's
null
11.809539
Suburban
Premium
0
16
null
3
2020-10-11 15:21:39.092127
Poor
No
Daily
Apartment
781
1,172,348
35
Male
27,194
Single
3
Bachelor's
Unemployed
49.717783
Suburban
Comprehensive
3
0
744
4
2024-07-05 15:21:39.126661
Good
Yes
Monthly
Condo
622
1,172,349
43
Female
null
Single
0
High School
Unemployed
30.909
Suburban
Premium
null
4
326
7
2021-03-24 15:21:39.260856
Good
Yes
Daily
House
2,704
1,172,350
60
Female
29,227
Single
1
PhD
Self-Employed
11.794638
Rural
Premium
null
6
629
8
2020-07-14 15:21:39.182597
Poor
No
Monthly
House
690
1,172,351
55
Female
38,642
Single
0
Master's
Unemployed
45.975515
Urban
Comprehensive
1
16
761
5
2024-04-20 15:21:39.237118
Average
No
Monthly
Apartment
1,421
1,172,352
51
Female
19,061
Married
1
PhD
Self-Employed
21.926118
Urban
Basic
null
14
584
3
2021-05-20 15:21:39.245086
Average
No
Weekly
Apartment
507
1,172,353
43
Male
3,739
Single
null
Bachelor's
Self-Employed
37.122811
Urban
Premium
0
8
441
1
2021-07-14 15:21:39.177724
Good
No
Daily
House
934
1,172,354
45
Female
36,753
Divorced
1
Master's
Employed
12.176004
Urban
Premium
null
17
null
8
2021-07-05 15:21:39.290098
Good
No
Monthly
House
40
1,172,355
52
Female
925
Married
3
High School
Unemployed
21.719015
Rural
Premium
1
2
300
7
2023-06-07 15:21:39.255696
Poor
Yes
Monthly
House
22
1,172,356
34
Male
35,478
Married
2
Master's
Employed
33.066954
Suburban
Basic
0
17
314
5
2019-09-08 15:21:39.264504
Good
Yes
Monthly
House
648
1,172,357
47
Female
45,914
Married
2
Bachelor's
Unemployed
13.2468
Suburban
Basic
null
12
709
6
2022-03-30 15:21:39.271453
Poor
Yes
Weekly
Apartment
1,118
1,172,358
59
Female
40,863
Divorced
0
PhD
Self-Employed
14.927956
Urban
Premium
null
4
null
3
2020-03-15 15:21:39.134960
Good
No
Weekly
Condo
1,383
1,172,359
54
Female
1,139
Married
3
PhD
Unemployed
null
Rural
Comprehensive
null
5
793
6
2019-09-11 15:21:39.251142
Good
Yes
Monthly
Apartment
514
1,172,360
38
Female
36,118
Married
2
High School
Self-Employed
42.992899
Suburban
Comprehensive
0
5
637
9
2022-04-28 15:21:39.230483
Poor
Yes
Monthly
Condo
28
1,172,361
51
Female
17,093
Divorced
2
PhD
null
14.829333
Suburban
Comprehensive
0
9
449
9
2022-10-29 15:21:39.206847
Good
No
Weekly
Apartment
517
1,172,362
32
Female
599
Divorced
4
PhD
null
19.07861
Rural
Basic
null
17
723
9
2023-01-02 15:21:39.191219
Average
No
Monthly
Condo
2,589
1,172,363
36
Female
3,851
Divorced
2
Bachelor's
Employed
37.090198
Urban
Premium
2
12
580
1
2021-12-26 15:21:39.233485
Good
No
Rarely
Apartment
1,541
1,172,364
28
Male
42,440
Single
4
Master's
null
12.854368
Urban
Basic
2
4
341
6
2020-01-31 15:21:39.228521
Good
No
Monthly
House
1,163
1,172,365
40
Female
6,415
Divorced
0
PhD
Employed
50.590016
Suburban
Basic
0
2
796
4
2022-03-14 15:21:39.226954
Poor
No
Weekly
Apartment
456
1,172,366
44
Male
null
Single
3
PhD
Employed
8.630538
Suburban
Basic
0
15
null
1
2020-08-25 15:21:39.116179
Poor
Yes
Rarely
Condo
100
1,172,367
62
Female
18,649
Single
4
Bachelor's
Employed
19.065123
Suburban
Comprehensive
null
15
665
7
2023-01-28 15:21:39.226954
Poor
Yes
Weekly
Condo
992
1,172,368
23
Male
5,632
Married
1
High School
Unemployed
31.96546
Rural
Basic
null
10
438
9
2023-08-25 15:21:39.134960
Good
No
Weekly
Condo
77
1,172,369
41
Female
9,091
Married
1
PhD
Unemployed
15.368814
Suburban
Premium
1
1
563
3
2023-01-24 15:21:39.226954
Good
No
Monthly
Apartment
2,034
1,172,370
47
Male
10,627
Married
0
PhD
Unemployed
27.519918
Urban
Basic
0
0
505
9
2022-09-08 15:21:39.194829
Good
No
Weekly
House
963
1,172,371
39
Female
48,568
Divorced
0
High School
Unemployed
12.907438
Urban
Comprehensive
2
11
468
5
2019-11-11 15:21:39.268507
Good
No
Weekly
Condo
312
1,172,372
34
Male
10,615
Married
0
High School
null
18.582715
Suburban
Comprehensive
0
10
null
8
2022-10-13 15:21:39.286113
Average
No
Weekly
Condo
182
1,172,373
44
Female
5,098
Divorced
1
Bachelor's
Self-Employed
null
Urban
Premium
0
19
543
9
2023-06-14 15:21:39.176717
Average
No
Monthly
Condo
1,449
1,172,374
56
Male
123,662
Divorced
0
High School
null
36.644534
Urban
Comprehensive
0
16
411
8
2021-01-15 15:21:39.105504
Poor
No
Weekly
Condo
1,513
1,172,375
33
Female
17,367
Married
0
High School
null
35.945868
Urban
Basic
1
10
null
3
2022-03-31 15:21:39.134960
null
No
Rarely
Apartment
626
1,172,376
34
Female
7,371
Divorced
null
High School
null
15.715759
Rural
Basic
1
18
774
3
2020-06-15 15:21:39.278402
Average
Yes
Rarely
Apartment
1,087
1,172,377
58
Female
3,533
Married
3
Bachelor's
Employed
20.928555
Rural
Premium
0
2
790
5
2021-12-01 15:21:39.134960
Poor
No
Rarely
Apartment
3,017
1,172,378
33
Female
4,971
Single
2
High School
null
18.318439
Urban
Comprehensive
0
15
790
2
2021-03-17 15:21:39.134960
Good
Yes
Monthly
Apartment
2,771
1,172,379
61
Female
924
Single
2
Bachelor's
null
8.959389
Urban
Premium
1
2
399
3
2021-09-03 15:21:39.155231
Good
No
Rarely
Condo
3,453
1,172,380
51
Male
599
Married
1
PhD
null
26.847775
Suburban
Comprehensive
2
17
431
9
2024-06-06 15:21:39.182597
Good
Yes
Monthly
Apartment
496
1,172,381
37
Female
10,979
Divorced
2
High School
null
35.749896
Urban
Premium
0
19
767
8
2024-07-23 15:21:39.175719
Average
Yes
Weekly
Apartment
109
1,172,382
29
Male
49,552
Married
1
High School
Unemployed
6.773478
Urban
Premium
0
13
774
7
2020-08-12 15:21:39.148733
Average
No
Monthly
House
123
1,172,383
58
Female
937
Married
1
Master's
null
35.966359
Urban
Comprehensive
1
6
705
7
2020-04-16 15:21:39.173834
Average
Yes
Daily
Apartment
88
1,172,384
22
Male
17,175
Married
null
High School
null
3.373892
Urban
Comprehensive
1
1
546
6
2023-11-21 15:21:39.085129
Poor
Yes
Rarely
House
587
1,172,385
56
Male
40,252
Single
4
Bachelor's
Employed
26.079525
Urban
Comprehensive
1
17
718
9
2023-12-18 15:21:39.220389
Good
Yes
Rarely
Condo
614
1,172,386
56
Female
34,380
Married
0
PhD
Employed
24.522858
Rural
Basic
3
3
null
8
2020-08-14 15:21:39.287115
Poor
No
Daily
House
831
1,172,387
58
Female
17,001
Single
3
PhD
null
9.479908
Suburban
Comprehensive
2
9
711
5
2023-08-15 15:21:39.134960
Average
No
Weekly
Apartment
651
1,172,388
44
Female
20,254
Single
1
Bachelor's
Employed
24.510981
Suburban
Basic
1
4
379
7
2019-08-27 15:21:39.264504
Poor
No
Monthly
Apartment
2,237
1,172,389
56
Male
71,211
Divorced
4
PhD
Self-Employed
51.723254
Rural
Basic
0
18
581
7
2021-05-11 15:21:39.095696
Average
No
Weekly
House
1,262
1,172,390
59
Female
121,179
Divorced
3
Bachelor's
Unemployed
23.769552
Suburban
Comprehensive
1
3
564
9
2022-09-01 15:21:39.155231
null
No
Weekly
Apartment
2,197
1,172,391
49
Male
17,175
Divorced
2
PhD
Self-Employed
22.912277
Suburban
Premium
2
15
704
3
2022-10-23 15:21:39.226954
Good
Yes
Monthly
Condo
130
1,172,392
null
Male
3,466
Single
0
Master's
null
46.443596
Rural
Basic
2
0
706
9
2022-09-02 15:21:39.183598
Poor
No
Weekly
House
1,229
1,172,393
23
Male
27,126
Divorced
2
Bachelor's
null
null
Rural
Comprehensive
null
5
629
7
2023-07-24 15:21:39.177724
Average
Yes
Monthly
House
815
1,172,394
64
Female
35,446
Divorced
3
Bachelor's
Unemployed
11.638409
Urban
Basic
1
16
547
4
2020-02-01 15:21:39.155231
Poor
No
Monthly
Condo
1,476
1,172,395
31
Female
null
Married
3
High School
Self-Employed
20.185812
Suburban
Premium
3
0
641
8
2020-09-02 15:21:39.237118
Poor
No
Rarely
Apartment
2,145
1,172,396
64
Female
73,802
Married
4
Bachelor's
Unemployed
46.82315
Rural
Comprehensive
null
10
446
3
2022-02-28 15:21:39.190215
Good
No
Weekly
House
67
1,172,397
59
Male
9,072
Divorced
3
PhD
null
3.590034
Urban
Comprehensive
null
2
null
2
2023-01-28 15:21:39.204790
Average
No
Weekly
House
581
1,172,398
49
Male
76,956
Single
null
PhD
Employed
48.494031
Urban
Comprehensive
1
9
445
5
2021-05-11 15:21:39.226954
Good
No
Rarely
House
2,949
1,172,399
35
Female
65,444
Divorced
2
Bachelor's
Employed
null
Urban
Premium
2
1
819
4
2020-05-15 15:21:39.186212
Poor
No
Daily
Apartment
2,548