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
1,197,300
59
Female
7,991
Married
3
High School
null
11.098247
Rural
Premium
1
9
null
5
2022-12-24 15:21:39.091080
Poor
Yes
Monthly
Apartment
531
1,197,301
27
Female
9,084
Single
4
PhD
Self-Employed
11.592871
Rural
Comprehensive
2
6
363
7
2023-05-14 15:21:39.104139
null
No
Rarely
Apartment
33
1,197,302
35
Female
67,972
Single
2
Master's
null
8.912045
Rural
Premium
null
16
344
8
2022-10-19 15:21:39.100695
Poor
No
Monthly
Apartment
1,330
1,197,303
30
Female
26,626
Married
2
Master's
null
35.259899
Urban
Premium
1
7
435
1
2022-12-08 15:21:39.274993
Good
No
Daily
Condo
366
1,197,304
38
Male
29,350
Divorced
2
PhD
Employed
30.964888
Urban
Comprehensive
0
19
748
1
2024-07-07 15:21:39.147735
Good
No
Weekly
House
488
1,197,305
42
Male
17,561
Single
4
Master's
Self-Employed
14.865155
Urban
Premium
0
1
627
2
2023-03-05 15:21:39.168099
Poor
Yes
Weekly
Apartment
669
1,197,306
45
Female
42,061
Married
4
High School
null
24.827017
Suburban
Basic
1
16
807
6
2022-04-08 15:21:39.098696
Poor
Yes
Weekly
Apartment
1,164
1,197,307
51
Male
20,360
Divorced
3
Bachelor's
Employed
32.337914
Suburban
Comprehensive
3
3
657
6
2021-09-19 15:21:39.253660
null
No
Daily
Condo
2,410
1,197,308
59
Female
26,044
Divorced
1
Bachelor's
Unemployed
38.817691
Rural
Basic
2
3
577
2
2021-02-04 15:21:39.089116
Good
Yes
Monthly
Apartment
215
1,197,309
19
Male
11,251
Single
2
High School
Self-Employed
34.053139
Urban
Premium
3
8
639
7
2021-12-07 15:21:39.103944
Good
No
Weekly
Condo
539
1,197,310
59
Male
6,928
Married
4
Bachelor's
Employed
33.097427
Rural
Premium
0
10
346
3
2023-11-24 15:21:39.172097
Average
Yes
Rarely
Apartment
847
1,197,311
18
Female
20,093
Divorced
4
Bachelor's
null
15.430423
Rural
Premium
null
6
684
2
2022-01-31 15:21:39.205850
Good
No
Weekly
Condo
446
1,197,312
19
Female
null
null
3
Master's
Self-Employed
23.926104
Rural
Premium
null
10
496
8
2024-04-15 15:21:39.134960
Poor
Yes
Daily
House
105
1,197,313
19
Female
7,280
Divorced
0
Master's
Unemployed
21.89242
Rural
Premium
1
8
761
7
2019-11-08 15:21:39.169102
Average
No
Rarely
Condo
1,810
1,197,314
29
Male
3,693
Single
null
Bachelor's
Employed
11.717522
Urban
Basic
2
3
null
9
2023-06-01 15:21:39.251142
Poor
Yes
Monthly
House
738
1,197,315
58
Female
25,423
Divorced
4
High School
Employed
23.95571
Urban
Basic
2
6
573
4
2023-10-01 15:21:39.201446
Poor
No
Rarely
House
254
1,197,316
30
Male
35,754
Single
2
High School
Self-Employed
31.848683
Urban
Premium
2
12
673
7
2020-05-27 15:21:39.192212
Average
Yes
Rarely
Apartment
2,155
1,197,317
22
Male
null
Married
3
Bachelor's
Employed
4.867306
Urban
Premium
null
9
395
2
2020-10-13 15:21:39.155231
Poor
Yes
Monthly
Condo
2,132
1,197,318
60
Female
null
Single
1
PhD
Self-Employed
50.994439
Rural
Premium
3
14
785
8
2021-08-25 15:21:39.132191
Poor
No
Rarely
House
776
1,197,319
64
Male
5,939
Divorced
0
PhD
Employed
45.696837
Rural
Comprehensive
null
19
320
1
2020-05-29 15:21:39.121169
Poor
Yes
Daily
Condo
2,422
1,197,320
18
Male
40,981
Single
3
Bachelor's
Employed
30.948583
Urban
Comprehensive
1
8
607
8
2021-01-21 15:21:39.173834
Average
No
Monthly
Condo
904
1,197,321
32
Female
21,432
Married
null
PhD
Self-Employed
14.67416
Suburban
Basic
null
10
648
4
2021-12-17 15:21:39.117183
Poor
Yes
Weekly
House
610
1,197,322
31
Female
18,073
Married
2
Bachelor's
Employed
24.037003
Urban
Basic
null
19
441
5
2019-11-05 15:21:39.254678
Good
Yes
Monthly
House
523
1,197,323
47
Female
43,945
Divorced
0
PhD
null
7.816721
Suburban
Basic
0
1
464
6
2020-02-20 15:21:39.170099
Average
No
Weekly
House
135
1,197,324
61
Female
4,420
Divorced
3
PhD
Unemployed
12.726502
Urban
Comprehensive
null
19
454
7
2022-03-24 15:21:39.285112
Poor
No
Monthly
House
1,553
1,197,325
24
Male
5,568
Divorced
1
PhD
Employed
25.392391
Urban
Comprehensive
0
11
713
7
2023-10-18 15:21:39.134960
Poor
No
Rarely
Condo
845
1,197,326
54
Female
87,920
Married
4
PhD
null
32.994399
Urban
Premium
1
9
772
2
2020-03-14 15:21:39.281787
Poor
Yes
Monthly
House
362
1,197,327
32
Female
10,039
Single
0
Master's
Employed
21.449225
Urban
Premium
0
13
631
8
2021-02-22 15:21:39.273973
null
Yes
Daily
House
630
1,197,328
64
Male
899
Single
3
High School
Self-Employed
34.586445
Rural
Basic
null
0
687
9
2024-07-02 15:21:39.219432
null
Yes
Rarely
Condo
1,475
1,197,329
54
Male
5,930
Single
0
Bachelor's
null
17.868589
Suburban
Comprehensive
0
17
null
5
2022-12-05 15:21:39.088124
Good
Yes
Rarely
Apartment
654
1,197,330
41
Male
23,288
Divorced
3
PhD
null
34.365797
Rural
Premium
null
2
null
3
2020-05-29 15:21:39.222387
Poor
No
Monthly
Condo
1,324
1,197,331
56
Male
7,520
Married
2
PhD
null
36.267946
Suburban
Basic
1
18
433
1
2019-12-08 15:21:39.261856
Good
Yes
Weekly
Apartment
511
1,197,332
34
Female
26,200
Divorced
1
Bachelor's
Unemployed
7.744268
Urban
Comprehensive
2
15
794
2
2021-03-15 15:21:39.095696
Poor
Yes
Weekly
House
882
1,197,333
50
Female
10,976
Single
1
Master's
Unemployed
38.54313
Suburban
Basic
1
5
632
2
2023-12-20 15:21:39.274993
Poor
Yes
Rarely
Apartment
1,230
1,197,334
40
Female
26,681
Divorced
4
High School
null
23.053081
Urban
Basic
0
12
627
5
2022-03-29 15:21:39.209847
Average
Yes
Weekly
Apartment
1,326
1,197,335
41
Female
14,921
Divorced
null
Bachelor's
null
42.84532
Rural
Comprehensive
1
3
615
4
2021-02-14 15:21:39.237118
Poor
No
Weekly
Condo
1,168
1,197,336
34
Male
14,053
Married
1
High School
Unemployed
null
Urban
Comprehensive
null
13
636
8
2022-11-16 15:21:39.090124
Average
Yes
Rarely
House
765
1,197,337
null
Male
120,961
Single
3
PhD
Self-Employed
50.956536
Rural
Comprehensive
null
1
336
3
2020-10-01 15:21:39.134960
Average
Yes
Weekly
Apartment
125
1,197,338
54
Male
36,671
Divorced
1
Bachelor's
Unemployed
25.738264
Rural
Basic
3
0
415
1
2023-07-01 15:21:39.154008
Good
No
Daily
House
1,483
1,197,339
39
Female
46,313
Divorced
1
PhD
Self-Employed
45.967773
Suburban
Premium
null
2
678
3
2020-12-06 15:21:39.172097
Poor
No
Rarely
Apartment
833
1,197,340
37
Female
30,417
Single
1
PhD
Self-Employed
22.596597
Suburban
Basic
0
8
815
5
2020-07-12 15:21:39.237118
Average
Yes
Rarely
House
93
1,197,341
42
Male
1,405
Single
1
High School
null
19.895116
Suburban
Premium
null
18
516
7
2019-12-09 15:21:39.185215
Poor
No
Weekly
Condo
1,353
1,197,342
28
Male
28,215
Married
0
Master's
null
6.813332
Suburban
Premium
6
16
null
5
2021-07-12 15:21:39.132191
Good
Yes
Daily
Condo
2,156
1,197,343
24
Female
9,443
Divorced
4
Bachelor's
null
44.939055
Suburban
Comprehensive
1
18
387
2
2024-06-03 15:21:39.232526
Average
No
Daily
House
1,570
1,197,344
51
Male
25,672
Married
4
Master's
null
24.012202
Suburban
Comprehensive
null
5
651
7
2024-08-06 15:21:39.254678
Average
Yes
Daily
Condo
1,090
1,197,345
54
Male
1,823
Divorced
0
PhD
null
38.487728
Suburban
Premium
2
17
629
3
2023-03-20 15:21:39.178918
Average
Yes
Monthly
Condo
1,516
1,197,346
49
Male
27,281
Divorced
2
High School
null
29.928266
Suburban
Comprehensive
1
9
null
5
2024-04-13 15:21:39.194829
Poor
No
Monthly
Condo
541
1,197,347
27
Female
19,136
Divorced
3
PhD
Self-Employed
18.238948
Rural
Premium
null
18
758
7
2020-04-06 15:21:39.237118
Poor
No
Monthly
House
1,327
1,197,348
41
Female
109,770
Divorced
0
High School
Self-Employed
52.923952
Rural
Basic
1
5
667
3
2021-04-11 15:21:39.170099
Average
No
Rarely
Apartment
1,145
1,197,349
44
Male
801
Single
3
Master's
null
19.836652
Suburban
Premium
0
15
775
4
2021-09-07 15:21:39.134960
Good
No
Daily
Apartment
20
1,197,350
31
Female
18,053
Single
0
Master's
Unemployed
null
Suburban
Basic
null
18
729
4
2021-12-02 15:21:39.134960
Good
Yes
Weekly
Condo
2,063
1,197,351
52
Female
545
Single
1
PhD
Unemployed
16.696676
Rural
Basic
null
8
566
2
2019-09-27 15:21:39.134960
Poor
No
Daily
Apartment
2,188
1,197,352
53
Male
28,142
Single
3
High School
null
19.297556
Suburban
Comprehensive
0
18
489
5
2022-04-04 15:21:39.233485
Poor
No
Monthly
House
30
1,197,353
43
Male
27,430
Single
4
Master's
Unemployed
20.095668
Suburban
Basic
0
16
586
1
2022-04-05 15:21:39.084065
Average
Yes
Daily
Condo
515
1,197,354
32
Male
8,051
Divorced
3
Bachelor's
Employed
41.895266
Suburban
Comprehensive
2
3
738
7
2024-08-05 15:21:39.270454
Poor
No
Weekly
Condo
1,037
1,197,355
29
Male
25,249
Single
3
High School
Unemployed
9.671062
Rural
Comprehensive
1
2
744
5
2022-05-14 15:21:39.199447
Good
Yes
Weekly
House
748
1,197,356
53
Female
1,797
Married
0
PhD
Self-Employed
39.696619
Urban
Premium
1
18
null
6
2022-10-26 15:21:39.170099
Poor
Yes
Weekly
House
96
1,197,357
46
Male
84,822
Divorced
null
High School
null
43.923288
Urban
Basic
2
15
386
3
2022-02-27 15:21:39.155231
Poor
Yes
Daily
Apartment
1,085
1,197,358
34
Female
null
null
2
High School
Employed
42.050026
Rural
Basic
null
5
831
3
2021-01-15 15:21:39.105504
Poor
Yes
Rarely
Apartment
40
1,197,359
42
Male
35,682
Married
null
High School
null
49.135
Rural
Comprehensive
null
4
676
4
2022-12-13 15:21:39.155231
Good
Yes
Daily
House
1,383
1,197,360
20
Male
43,507
Divorced
4
PhD
Employed
28.374325
Urban
Basic
null
18
802
4
2021-12-09 15:21:39.134960
null
No
Monthly
House
1,442
1,197,361
52
Male
4,160
Married
4
PhD
Unemployed
40.054867
Rural
Comprehensive
0
2
436
2
2023-03-17 15:21:39.237118
Good
No
Daily
House
1,285
1,197,362
53
Female
1,250
Single
3
Master's
Unemployed
33.924128
Suburban
Premium
2
10
829
3
2022-09-02 15:21:39.173834
Poor
Yes
Rarely
House
977
1,197,363
42
Female
535
Divorced
1
High School
Unemployed
42.63326
Rural
Basic
null
19
651
2
2022-12-07 15:21:39.084065
Poor
Yes
Monthly
Apartment
3,585
1,197,364
27
Male
15,886
Married
2
PhD
Self-Employed
31.550129
Suburban
Premium
1
12
752
9
2020-11-23 15:21:39.265513
Average
Yes
Weekly
Condo
4,098
1,197,365
54
Female
null
Married
null
PhD
Unemployed
40.824985
Suburban
Basic
0
0
358
7
2024-04-07 15:21:39.086123
Poor
Yes
Rarely
Condo
1,694
1,197,366
30
Male
35,244
Single
3
Master's
null
17.18378
Suburban
Premium
0
15
512
9
2019-08-18 15:21:39.155231
Poor
No
Rarely
Apartment
1,003
1,197,367
36
Female
17,076
Single
0
Master's
Employed
23.275513
Urban
Basic
2
5
373
8
2023-04-08 15:21:39.264504
Good
Yes
Weekly
Apartment
716
1,197,368
52
Male
3,927
Married
3
High School
Unemployed
23.363056
Urban
Premium
3
12
796
5
2022-03-26 15:21:39.194829
null
Yes
Rarely
Condo
1,109
1,197,369
59
Female
29,861
Divorced
null
Master's
Employed
28.826202
Rural
Basic
null
3
688
2
2022-10-04 15:21:39.086123
Poor
No
Rarely
Apartment
1,219
1,197,370
44
Male
17,995
Married
0
Bachelor's
Self-Employed
21.936585
Rural
Comprehensive
1
13
722
7
2022-03-27 15:21:39.155231
Poor
Yes
Monthly
Apartment
792
1,197,371
55
Male
40,323
Married
2
Master's
Employed
null
Urban
Premium
1
7
613
5
2021-07-19 15:21:39.286113
null
Yes
Rarely
Condo
556
1,197,372
22
Male
2,589
Divorced
4
High School
Unemployed
null
Urban
Comprehensive
null
3
null
2
2022-12-10 15:21:39.155231
Poor
Yes
Rarely
Apartment
890
1,197,373
27
Female
8,056
Married
2
PhD
Unemployed
22.485402
Rural
Basic
0
11
532
8
2022-11-12 15:21:39.274993
Poor
Yes
Monthly
Condo
1,302
1,197,374
64
Female
1,434
Single
0
Master's
Unemployed
12.984387
Rural
Premium
0
19
658
1
2023-04-14 15:21:39.193945
null
Yes
Rarely
Apartment
2,036
1,197,375
62
Male
17,375
Married
1
PhD
Unemployed
31.24534
Suburban
Comprehensive
0
18
762
2
2022-07-21 15:21:39.259788
Poor
Yes
Rarely
Condo
844
1,197,376
39
Male
16,647
Single
3
Master's
Unemployed
44.095169
Urban
Basic
null
14
757
6
2019-11-22 15:21:39.134960
Average
Yes
Weekly
Condo
1,452
1,197,377
50
Male
18,078
Divorced
2
PhD
Self-Employed
25.898276
Suburban
Comprehensive
0
17
841
6
2024-05-22 15:21:39.155231
Good
Yes
Monthly
Apartment
1,494
1,197,378
47
Male
70,063
null
4
PhD
Self-Employed
9.829832
Suburban
Basic
3
9
706
6
2024-06-01 15:21:39.223390
Poor
Yes
Weekly
Apartment
797
1,197,379
31
Male
24,679
Divorced
3
Bachelor's
null
33.527791
Rural
Comprehensive
1
1
725
4
2021-07-25 15:21:39.164044
Average
No
Weekly
Condo
1,174
1,197,380
38
Female
49,096
Divorced
null
PhD
Self-Employed
47.384564
Urban
Premium
3
10
411
1
2023-09-09 15:21:39.213373
Good
Yes
Weekly
Apartment
567
1,197,381
55
Female
15,981
Single
0
PhD
null
34.966012
Rural
Comprehensive
1
8
647
5
2021-11-05 15:21:39.237118
Poor
Yes
Rarely
House
2,031
1,197,382
46
Male
null
Divorced
4
PhD
null
24.749782
Rural
Basic
1
9
476
6
2021-06-21 15:21:39.143708
Poor
No
Monthly
Apartment
24
1,197,383
59
Male
17,211
null
3
Master's
null
27.379989
Rural
Premium
2
1
844
5
2023-10-15 15:21:39.090124
Poor
Yes
Weekly
Apartment
921
1,197,384
36
Female
4,814
Single
null
High School
Self-Employed
38.640539
Rural
Basic
2
7
746
9
2020-07-05 15:21:39.092127
Good
No
Weekly
House
1,219
1,197,385
33
Male
23,981
Single
1
High School
null
15.937885
Urban
Comprehensive
1
0
846
6
2023-12-02 15:21:39.254678
Average
Yes
Rarely
Apartment
398
1,197,386
34
Male
37,482
Married
null
High School
null
12.898441
Rural
Premium
0
3
813
4
2020-01-04 15:21:39.219432
Average
No
Monthly
Apartment
468
1,197,387
41
Male
52,483
Married
0
Bachelor's
Self-Employed
29.827112
Suburban
Premium
null
9
431
1
2024-07-25 15:21:39.155231
Good
Yes
Rarely
Apartment
1,217
1,197,388
36
Male
15,255
Single
1
Bachelor's
Self-Employed
27.055569
Urban
Premium
2
14
785
9
2022-07-07 15:21:39.180553
Average
Yes
Rarely
House
45
1,197,389
50
Male
16,827
Divorced
1
Bachelor's
Self-Employed
36.053171
Rural
Comprehensive
0
2
713
8
2020-04-30 15:21:39.228521
Average
No
Daily
Apartment
2,558
1,197,390
47
Male
136,588
Divorced
1
Master's
null
13.536624
Urban
Comprehensive
0
9
791
3
2022-07-05 15:21:39.105504
Average
No
Weekly
House
72
1,197,391
60
Male
1,689
Married
3
High School
null
26.954041
Suburban
Premium
1
8
602
4
2019-08-31 15:21:39.134960
Good
No
Weekly
House
2,224
1,197,392
62
Female
2,614
Married
1
High School
null
null
Urban
Premium
null
7
537
7
2020-07-02 15:21:39.086123
Average
No
Weekly
Apartment
668
1,197,393
50
Female
6,051
Married
0
Master's
Self-Employed
18.363326
Suburban
Basic
0
19
615
7
2023-02-05 15:21:39.134960
Good
No
Monthly
House
549
1,197,394
20
Male
73,429
Single
2
Master's
Self-Employed
26.283466
Rural
Basic
null
9
663
6
2022-04-28 15:21:39.254678
null
No
Monthly
Condo
3,971
1,197,395
57
Female
12,897
Divorced
3
Bachelor's
null
34.284559
Rural
Basic
2
5
653
5
2021-12-30 15:21:39.237118
Average
Yes
Weekly
Apartment
449
1,197,396
49
Male
21,287
Married
2
Master's
null
53.252003
Urban
Basic
null
11
515
4
2023-01-25 15:21:39.101733
Good
Yes
Monthly
House
498
1,197,397
48
Male
10,069
Married
1
High School
null
10.976752
Suburban
Comprehensive
1
10
581
7
2023-10-18 15:21:39.155231
Poor
Yes
Rarely
Condo
639
1,197,398
56
Female
31,006
Divorced
1
Master's
Employed
12.938159
Urban
Comprehensive
0
2
695
7
2023-03-11 15:21:39.094752
Good
Yes
Rarely
House
1,383
1,197,399
27
Male
6,502
Divorced
2
High School
null
51.933606
Urban
Comprehensive
2
6
684
8
2021-09-10 15:21:39.134960
Poor
No
Daily
Condo
762