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
1,199,300
26
Male
56,944
Married
4
High School
Self-Employed
40.654743
Urban
Premium
2
6
581
9
2023-08-28 15:21:39.206847
Poor
Yes
Monthly
Apartment
2,553
1,199,301
48
Male
47,721
Married
3
Master's
Unemployed
null
Rural
Premium
null
19
447
6
2021-12-29 15:21:39.237118
Poor
Yes
Rarely
House
1,209
1,199,302
35
Male
23,778
Single
0
Bachelor's
null
32.878488
Rural
Basic
1
6
459
9
2020-12-21 15:21:39.172097
Poor
Yes
Monthly
House
331
1,199,303
27
Female
16,647
Single
1
High School
null
27.787558
Urban
Comprehensive
1
4
541
6
2023-05-13 15:21:39.278402
Good
Yes
Rarely
House
27
1,199,304
26
Male
75,720
Married
2
High School
Self-Employed
19.554559
Suburban
Basic
1
18
336
8
2024-01-10 15:21:39.090124
Poor
No
Weekly
Condo
1,432
1,199,305
56
Male
83,395
Married
1
Bachelor's
null
33.552357
Urban
Basic
0
9
820
9
2022-08-20 15:21:39.244069
null
Yes
Rarely
House
3,968
1,199,306
30
Female
146,025
Single
2
Master's
Unemployed
23.84974
Suburban
Basic
2
1
835
6
2022-03-12 15:21:39.288099
Poor
Yes
Monthly
Apartment
2,389
1,199,307
44
Male
null
Divorced
null
Bachelor's
Self-Employed
54.838427
Suburban
Premium
1
18
692
8
2023-02-26 15:21:39.155231
Good
No
Weekly
Condo
821
1,199,308
39
Male
102,889
Married
null
Master's
Employed
16.547965
Urban
Basic
2
4
519
9
2022-09-25 15:21:39.237118
Poor
Yes
Daily
Apartment
101
1,199,309
47
Female
7,873
Divorced
3
Bachelor's
Employed
38.812296
Rural
Premium
0
2
711
9
2023-09-08 15:21:39.237118
Good
No
Weekly
House
590
1,199,310
37
Male
44,734
Single
3
Bachelor's
Self-Employed
26.657789
Suburban
Basic
1
11
null
9
2021-03-07 15:21:39.169102
Average
Yes
Rarely
Apartment
548
1,199,311
45
Female
88,035
Single
3
Master's
null
50.788438
Urban
Basic
1
12
437
3
2021-08-03 15:21:39.221386
Average
Yes
Rarely
Apartment
1,186
1,199,312
60
Female
3,580
Divorced
1
Bachelor's
Unemployed
12.72669
Suburban
Basic
1
13
336
8
2023-07-22 15:21:39.237118
null
No
Daily
Apartment
825
1,199,313
51
Male
30,803
Divorced
4
PhD
null
26.45605
Suburban
Basic
0
0
661
6
2021-08-10 15:21:39.201446
Poor
No
Monthly
Condo
1,089
1,199,314
42
Female
14,881
Married
4
Master's
null
19.547309
Rural
Basic
2
18
null
2
2020-07-05 15:21:39.254678
Average
Yes
Rarely
Apartment
1,489
1,199,315
32
Female
113,430
Single
null
PhD
Self-Employed
50.926199
Suburban
Comprehensive
3
12
622
2
2020-02-04 15:21:39.134960
Good
Yes
Daily
Apartment
2,476
1,199,316
58
Male
15,641
Single
3
Bachelor's
null
31.038582
Rural
Premium
1
19
641
1
2020-02-22 15:21:39.168099
Good
Yes
Weekly
House
907
1,199,317
19
Female
null
Single
4
PhD
Self-Employed
52.080056
Rural
Premium
null
14
397
3
2023-09-29 15:21:39.188220
Average
No
Rarely
Apartment
39
1,199,318
20
Male
16,245
Married
1
High School
Employed
null
Rural
Premium
3
11
470
4
2022-08-27 15:21:39.081504
null
No
Rarely
House
915
1,199,319
24
Male
29,483
Married
3
High School
Self-Employed
null
Urban
Basic
0
13
551
6
2023-03-03 15:21:39.281787
Poor
No
Rarely
Condo
1,039
1,199,320
33
Male
24,863
Divorced
3
Bachelor's
Self-Employed
21.83927
Rural
Premium
0
0
554
5
2022-09-01 15:21:39.226954
Good
Yes
Daily
Condo
628
1,199,321
57
Female
137,927
Divorced
4
PhD
null
44.083512
Urban
Comprehensive
4
4
531
8
2021-06-30 15:21:39.134960
Poor
Yes
Rarely
Condo
2,226
1,199,322
50
Male
30,963
Single
4
PhD
Employed
21.827321
Suburban
Premium
null
2
622
1
2021-04-04 15:21:39.272456
Poor
No
Rarely
Apartment
1,207
1,199,323
51
Male
6,897
Single
1
PhD
Self-Employed
43.414516
Rural
Premium
null
5
478
6
2023-08-10 15:21:39.257696
Good
Yes
Rarely
Condo
2,879
1,199,324
41
Female
45,988
Divorced
1
High School
Unemployed
32.059839
Urban
Premium
0
6
579
6
2019-11-23 15:21:39.088124
Poor
No
Daily
House
1,795
1,199,325
26
Male
6,973
Single
null
High School
null
17.716544
Rural
Comprehensive
1
3
681
1
2020-12-02 15:21:39.144722
Good
No
Daily
Apartment
885
1,199,326
20
Female
11,861
Single
1
Master's
null
31.845503
Suburban
Basic
0
14
463
6
2023-06-12 15:21:39.134960
Good
No
Daily
House
605
1,199,327
26
Male
51,593
Single
1
Master's
null
24.06417
Suburban
Basic
1
3
438
5
2021-04-20 15:21:39.134960
Poor
No
Daily
Condo
2,360
1,199,328
47
Female
27,189
Divorced
2
High School
Employed
11.244827
Suburban
Premium
0
9
709
2
2021-10-04 15:21:39.184157
Good
No
Weekly
Condo
1,415
1,199,329
53
Male
11,980
Divorced
1
High School
Employed
23.338825
Urban
Comprehensive
0
4
727
1
2022-09-17 15:21:39.263607
Poor
No
Weekly
House
1,034
1,199,330
62
Male
null
Divorced
2
High School
Employed
22.446025
Rural
Basic
null
3
687
1
2023-03-14 15:21:39.188220
null
No
Monthly
Apartment
2,057
1,199,331
46
Female
928
Married
0
Master's
Self-Employed
17.082348
Suburban
Premium
1
4
452
4
2022-07-13 15:21:39.283783
Average
No
Monthly
Condo
708
1,199,332
38
Male
446
Divorced
2
Master's
Unemployed
44.895362
Rural
Premium
0
2
646
9
2021-11-03 15:21:39.237118
Good
Yes
Weekly
Condo
2,122
1,199,333
63
Male
14,129
Single
2
Bachelor's
Unemployed
7.357963
Urban
Premium
null
13
723
8
2019-09-26 15:21:39.226954
Poor
Yes
Weekly
Apartment
1,942
1,199,334
34
Male
12,206
Single
0
PhD
Unemployed
6.347092
Rural
Comprehensive
0
10
550
2
2022-05-11 15:21:39.116179
Poor
No
Rarely
Condo
2,094
1,199,335
59
Male
15,126
Divorced
null
Bachelor's
null
3.841384
Suburban
Basic
1
5
752
3
2021-10-21 15:21:39.114118
Poor
Yes
Weekly
Apartment
942
1,199,336
30
Female
46,792
Single
1
PhD
Employed
39.814255
Urban
Premium
2
3
498
5
2019-10-13 15:21:39.289099
Good
No
Daily
Apartment
1,021
1,199,337
64
Male
15,987
Married
3
Master's
null
32.23803
Urban
Comprehensive
null
14
null
9
2024-04-30 15:21:39.134960
Average
Yes
Weekly
Apartment
904
1,199,338
37
Female
109,813
Divorced
0
Bachelor's
Employed
19.178863
Rural
Premium
3
9
397
9
2020-12-06 15:21:39.237118
Poor
Yes
Rarely
Condo
467
1,199,339
63
Female
30,962
Married
1
Bachelor's
Employed
12.983893
Rural
Comprehensive
0
13
null
5
2021-09-28 15:21:39.183598
Poor
Yes
Weekly
Apartment
1,819
1,199,340
24
Female
4,912
Divorced
4
Bachelor's
null
40.726107
Urban
Basic
2
2
687
9
2022-09-05 15:21:39.107553
Average
No
Monthly
Condo
469
1,199,341
30
Female
16,071
Married
1
PhD
Employed
24.15831
Suburban
Basic
null
4
null
2
2024-03-25 15:21:39.091080
Average
Yes
Weekly
Condo
725
1,199,342
38
Female
38,156
Divorced
4
Bachelor's
null
33.848556
Rural
Comprehensive
1
8
561
7
2022-04-17 15:21:39.237118
Poor
Yes
Rarely
House
1,609
1,199,343
49
Male
67,791
Divorced
2
Bachelor's
Self-Employed
5.756092
Urban
Premium
0
5
754
3
2022-10-04 15:21:39.222387
null
Yes
Daily
Condo
88
1,199,344
42
Female
9,063
Single
2
Bachelor's
Employed
43.657068
Rural
Basic
1
1
null
3
2019-09-28 15:21:39.090124
Average
Yes
Rarely
Condo
1,534
1,199,345
38
Male
54,770
Married
3
Bachelor's
null
8.125064
Urban
Premium
2
2
352
2
2024-01-29 15:21:39.270454
Poor
No
Rarely
Apartment
595
1,199,346
51
Male
106,790
Married
4
PhD
Unemployed
35.891131
Urban
Comprehensive
2
0
628
4
2020-12-18 15:21:39.155231
Poor
Yes
Weekly
Condo
1,879
1,199,347
58
Male
29,085
Divorced
null
Master's
null
32.802986
Rural
Basic
1
11
null
7
2022-03-17 15:21:39.121169
Average
No
Rarely
House
1,263
1,199,348
41
Female
9,982
Single
3
Master's
null
18.395051
Urban
Premium
1
2
397
5
2023-02-07 15:21:39.084065
Poor
No
Monthly
Condo
979
1,199,349
60
Male
131,158
Married
1
PhD
Unemployed
44.847252
Urban
Basic
0
5
613
9
2020-01-04 15:21:39.218388
Good
No
Weekly
Condo
45
1,199,350
62
Female
51,926
Married
1
PhD
Unemployed
34.988508
Urban
Comprehensive
2
11
409
7
2024-06-19 15:21:39.130190
Good
No
Weekly
Apartment
693
1,199,351
26
Male
40,617
Married
0
Master's
null
34.455762
Rural
Basic
0
14
501
7
2021-01-05 15:21:39.134960
Good
Yes
Weekly
Condo
1,109
1,199,352
18
Male
627
Married
2
PhD
null
45.150124
Suburban
Basic
1
2
578
2
2023-01-31 15:21:39.222387
Good
Yes
Weekly
Condo
23
1,199,353
64
Female
16,054
Married
2
Master's
null
27.724927
Rural
Premium
null
14
834
2
2019-09-29 15:21:39.134960
Poor
No
Daily
House
2,922
1,199,354
30
Female
21,136
Single
3
Bachelor's
Self-Employed
36.819102
Rural
Premium
null
5
505
6
2022-06-29 15:21:39.206847
null
No
Rarely
Apartment
880
1,199,355
43
Male
35,113
Married
3
Bachelor's
null
42.724284
Suburban
Premium
3
8
628
8
2023-07-29 15:21:39.237118
null
Yes
Weekly
Condo
2,371
1,199,356
19
Female
1,668
null
3
High School
Unemployed
34.079359
Suburban
Comprehensive
null
11
300
4
2022-10-26 15:21:39.126661
null
Yes
Weekly
Apartment
524
1,199,357
22
Male
30,892
Divorced
3
Master's
Self-Employed
19.883423
Rural
Basic
null
2
511
2
2022-05-27 15:21:39.170099
Good
Yes
Weekly
Apartment
1,581
1,199,358
38
Female
46,616
Divorced
3
PhD
Employed
20.097613
Urban
Premium
2
4
843
9
2021-09-19 15:21:39.185215
Poor
Yes
Monthly
House
2,055
1,199,359
35
Male
44,161
Married
1
High School
Self-Employed
null
Urban
Comprehensive
null
18
726
2
2021-04-01 15:21:39.091080
Good
No
Daily
Apartment
894
1,199,360
63
Female
100,934
Divorced
0
Bachelor's
Self-Employed
25.565428
Urban
Comprehensive
0
1
419
8
2023-04-08 15:21:39.283783
Good
Yes
Monthly
Apartment
816
1,199,361
43
Male
136,726
Married
3
High School
Employed
11.280178
Suburban
Comprehensive
2
17
690
9
2022-06-04 15:21:39.192212
Poor
No
Monthly
Apartment
24
1,199,362
21
Female
40,682
Single
1
PhD
null
34.576486
Suburban
Premium
null
17
745
5
2019-12-30 15:21:39.259788
Good
Yes
Daily
Apartment
1,130
1,199,363
48
Male
142,824
Divorced
2
PhD
Self-Employed
19.979124
Suburban
Comprehensive
0
18
505
1
2020-02-16 15:21:39.155231
Average
No
Weekly
Apartment
1,836
1,199,364
47
Male
11,362
Married
0
Bachelor's
null
21.494721
Suburban
Basic
3
10
496
7
2022-07-06 15:21:39.237118
Average
No
Daily
Condo
287
1,199,365
20
Male
44,615
Divorced
4
PhD
Employed
null
Rural
Premium
null
3
542
1
2024-06-08 15:21:39.134960
Poor
Yes
Rarely
House
541
1,199,366
50
Male
5,983
Single
3
Bachelor's
Employed
43.576415
Urban
Basic
null
2
671
7
2024-04-12 15:21:39.083497
Good
No
Rarely
Apartment
946
1,199,367
56
Female
515
Divorced
1
Bachelor's
Self-Employed
18.49649
Rural
Comprehensive
1
9
663
8
2024-01-07 15:21:39.155231
Average
Yes
Daily
Apartment
2,624
1,199,368
19
Male
4,440
Married
0
Bachelor's
Self-Employed
16.960841
Urban
Premium
1
19
477
5
2021-04-27 15:21:39.237118
Good
No
Weekly
House
1,628
1,199,369
34
Male
null
Married
0
PhD
Employed
28.945431
Rural
Premium
null
17
658
4
2021-09-30 15:21:39.093681
Poor
No
Monthly
House
197
1,199,370
44
Female
24,886
Married
1
High School
null
31.624096
Rural
Basic
2
11
null
7
2020-12-06 15:21:39.204790
Good
No
Monthly
Apartment
2,132
1,199,371
45
Female
23,708
Single
4
High School
Self-Employed
14.934681
Urban
Basic
1
0
572
7
2022-10-21 15:21:39.151732
Average
No
Weekly
House
1,186
1,199,372
27
Male
42,385
Married
2
Master's
Employed
22.646852
Urban
Premium
1
7
703
1
2023-02-02 15:21:39.134960
Poor
No
Weekly
Apartment
1,332
1,199,373
32
Female
487
Married
0
High School
Self-Employed
4.251157
Rural
Premium
2
0
732
4
2020-01-17 15:21:39.121169
Average
Yes
Daily
Condo
317
1,199,374
28
Male
9,393
Single
null
PhD
Employed
32.913667
Suburban
Basic
1
18
436
6
2021-10-02 15:21:39.219432
Poor
Yes
Weekly
Apartment
514
1,199,375
19
Female
3,469
Single
2
High School
null
39.259909
Suburban
Comprehensive
null
19
null
4
2024-01-16 15:21:39.216387
null
Yes
Weekly
Apartment
1,398
1,199,376
52
Female
35,498
Married
2
Bachelor's
Self-Employed
37.016449
Suburban
Comprehensive
0
6
565
4
2021-07-17 15:21:39.134960
Good
No
Monthly
Condo
508
1,199,377
64
Male
44,617
Single
3
Master's
Self-Employed
18.845016
Urban
Basic
1
6
576
5
2023-04-03 15:21:39.155231
Good
Yes
Monthly
Condo
1,042
1,199,378
38
Male
45,754
Single
3
Bachelor's
Self-Employed
46.099064
Urban
Comprehensive
0
16
657
9
2021-06-29 15:21:39.263607
Average
No
Weekly
House
755
1,199,379
48
Male
40,465
Married
0
Master's
Unemployed
40.591853
Suburban
Comprehensive
0
15
463
6
2023-06-29 15:21:39.248098
Average
No
Weekly
Apartment
1,597
1,199,380
29
Male
37,714
Single
2
Master's
Employed
34.889876
Rural
Premium
null
15
377
3
2021-12-21 15:21:39.193945
Average
Yes
Rarely
Apartment
1,797
1,199,381
36
Female
25,350
Single
2
PhD
Employed
21.995933
Urban
Basic
0
0
678
5
2020-02-11 15:21:39.248098
Poor
No
Weekly
Condo
645
1,199,382
52
Male
17,579
Divorced
4
Bachelor's
Unemployed
36.35441
Rural
Premium
null
17
821
6
2023-05-10 15:21:39.203442
Good
No
Monthly
Condo
940
1,199,383
25
Male
21,877
Divorced
2
High School
Self-Employed
27.752504
Rural
Basic
null
4
483
1
2022-10-22 15:21:39.104139
Average
Yes
Daily
Condo
814
1,199,384
20
Male
4,639
Single
0
PhD
null
12.988978
Suburban
Basic
0
17
749
6
2021-05-03 15:21:39.134960
Poor
Yes
Rarely
Apartment
302
1,199,385
62
Male
null
Divorced
1
Bachelor's
Employed
null
Suburban
Comprehensive
0
4
756
8
2020-05-16 15:21:39.145732
null
Yes
Daily
Apartment
112
1,199,386
29
Male
44,756
Divorced
2
Master's
Unemployed
7.802622
Urban
Comprehensive
0
11
496
4
2022-05-03 15:21:39.222387
Poor
Yes
Daily
Apartment
799
1,199,387
41
Male
57,839
Single
null
PhD
null
31.746807
Rural
Comprehensive
2
15
552
4
2024-05-23 15:21:39.224915
Good
No
Daily
Condo
2,718
1,199,388
38
Female
31,684
Single
null
Bachelor's
Unemployed
36.126574
Urban
Premium
1
17
728
3
2022-12-11 15:21:39.230483
Good
No
Weekly
Apartment
1,475
1,199,389
26
Male
9,209
Married
2
Bachelor's
Self-Employed
28.547602
Urban
Comprehensive
0
2
527
6
2022-12-24 15:21:39.235012
null
Yes
Rarely
Condo
2,113
1,199,390
52
Female
28,399
Divorced
4
High School
null
6.844649
Rural
Comprehensive
2
19
709
2
2023-08-18 15:21:39.235012
Poor
Yes
Weekly
House
977
1,199,391
63
Male
27,950
Divorced
3
High School
Self-Employed
10.611551
Rural
Basic
null
13
831
1
2023-10-31 15:21:39.248098
Poor
No
Daily
Apartment
758
1,199,392
34
Female
8,051
Divorced
4
Master's
Employed
33.051314
Suburban
Basic
0
9
667
6
2023-09-22 15:21:39.272456
Average
Yes
Daily
Condo
2,454
1,199,393
58
Male
13,328
Married
3
Master's
Unemployed
19.712514
Suburban
Comprehensive
0
17
622
7
2019-12-28 15:21:39.237118
Poor
No
Monthly
Condo
353
1,199,394
39
Male
25,155
Single
0
PhD
Employed
32.378812
Rural
Premium
null
17
733
8
2024-06-12 15:21:39.272456
Good
Yes
Rarely
Apartment
2,217
1,199,395
46
Male
38,642
Single
2
Bachelor's
Employed
16.913708
Rural
Premium
null
15
733
6
2022-10-06 15:21:39.193945
Poor
Yes
Daily
House
643
1,199,396
53
Female
27,111
Single
1
High School
Unemployed
42.737954
Suburban
Premium
2
7
578
3
2020-10-18 15:21:39.248098
Good
No
Monthly
Apartment
1,132
1,199,397
42
Male
66,683
Divorced
1
Master's
null
30.153939
Suburban
Comprehensive
0
4
332
2
2024-04-16 15:21:39.283783
Good
Yes
Rarely
Apartment
381
1,199,398
38
Female
3,958
Single
3
Bachelor's
Unemployed
18.074648
Suburban
Comprehensive
null
19
697
3
2023-08-16 15:21:39.237118
null
No
Rarely
House
1,455
1,199,399
55
Male
52,839
Single
1
High School
null
9.739845
Suburban
Basic
null
2
623
3
2022-11-02 15:21:39.210805
Poor
No
Weekly
Condo
151