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
43,300
58
Male
15,886
Divorced
2
PhD
null
11.658899
Rural
Comprehensive
1
4
668
1
2020-04-20 15:21:39.089116
Good
No
Daily
Apartment
1,363
43,301
48
Female
14,071
Divorced
2
Bachelor's
Employed
19.024328
Urban
Premium
null
7
515
8
2024-05-11 15:21:39.237118
Good
Yes
Weekly
Condo
639
43,302
29
Female
20,701
Divorced
1
PhD
Self-Employed
13.372317
Rural
Basic
0
4
392
3
2020-11-20 15:21:39.259788
Poor
Yes
Daily
Condo
476
43,303
31
Female
12,881
Married
4
High School
null
28.655095
Urban
Basic
0
5
466
9
2024-06-06 15:21:39.130190
Good
Yes
Rarely
Apartment
1,460
43,304
34
Female
33,018
Divorced
1
PhD
null
16.317081
Rural
Basic
3
3
430
6
2023-04-14 15:21:39.092127
Good
No
Rarely
Apartment
472
43,305
34
Female
928
Single
null
High School
Employed
null
Suburban
Premium
0
9
381
4
2021-06-21 15:21:39.098696
Average
No
Daily
Condo
3,453
43,306
57
Female
null
Married
null
Master's
Employed
23.679501
Rural
Premium
1
19
344
6
2023-08-25 15:21:39.134960
Good
No
Daily
Condo
38
43,307
57
Male
42,084
Married
3
Bachelor's
Employed
20.847414
Suburban
Premium
1
4
826
9
2023-02-28 15:21:39.134960
Good
No
Daily
Apartment
607
43,308
30
Male
47,460
Married
3
High School
null
39.061957
Suburban
Premium
0
1
477
7
2019-09-16 15:21:39.111551
Poor
Yes
Rarely
Apartment
2,610
43,309
40
Female
52,384
Single
2
PhD
Self-Employed
38.812251
Suburban
Basic
2
18
471
4
2022-07-23 15:21:39.170099
null
Yes
Monthly
House
745
43,310
18
Female
80,982
Married
0
PhD
Employed
null
Urban
Premium
null
11
823
5
2021-11-12 15:21:39.155231
Poor
No
Weekly
Condo
240
43,311
36
Female
27,241
Married
4
Bachelor's
null
28.29982
Urban
Premium
null
1
380
1
2020-07-13 15:21:39.192212
Good
Yes
Daily
House
731
43,312
64
Male
30,663
Married
1
Bachelor's
Employed
23.863866
Suburban
Basic
2
10
558
1
2021-01-17 15:21:39.084065
Average
Yes
Monthly
Condo
1,758
43,313
36
Female
28,228
Single
2
PhD
Employed
12.837476
Urban
Premium
0
8
810
3
2020-03-29 15:21:39.177724
Average
Yes
Monthly
Apartment
2,877
43,314
29
Female
null
Single
1
Master's
null
null
Suburban
Comprehensive
1
2
478
1
2023-12-30 15:21:39.259788
Good
No
Rarely
Apartment
3,120
43,315
38
Male
14,097
Married
3
Master's
Self-Employed
14.724997
Urban
Comprehensive
null
6
758
6
2021-06-20 15:21:39.230483
Poor
Yes
Rarely
Apartment
662
43,316
32
Female
12,981
Divorced
3
Bachelor's
Unemployed
11.739787
Rural
Basic
null
7
609
4
2023-12-21 15:21:39.134960
Average
Yes
Monthly
House
404
43,317
44
Male
44,108
Divorced
3
Master's
Unemployed
43.076193
Suburban
Premium
null
3
342
9
2023-08-15 15:21:39.274993
null
No
Rarely
House
630
43,318
23
Male
109,998
Married
1
Bachelor's
null
13.361156
Rural
Premium
1
11
410
9
2023-07-14 15:21:39.176717
Poor
No
Daily
Apartment
809
43,319
40
Female
10,881
Divorced
null
High School
Unemployed
15.774618
Suburban
Comprehensive
2
12
537
7
2020-09-24 15:21:39.082499
Poor
Yes
Weekly
Condo
903
43,320
44
Female
35,200
Single
2
PhD
null
41.957012
Rural
Comprehensive
null
1
833
7
2023-02-21 15:21:39.102694
Average
No
Weekly
Condo
726
43,321
48
Male
92,999
Single
2
Bachelor's
Self-Employed
16.883651
Urban
Basic
1
6
489
2
2019-10-26 15:21:39.176717
Good
Yes
Rarely
Condo
2,121
43,322
53
Male
35
Single
3
High School
Self-Employed
24.087246
Rural
Comprehensive
1
0
812
7
2021-10-23 15:21:39.272456
Average
No
Monthly
Condo
2,436
43,323
42
Female
32,078
Married
0
Master's
null
16.735345
Suburban
Premium
1
7
796
5
2024-02-06 15:21:39.214388
Good
Yes
Monthly
Apartment
1,294
43,324
45
Female
14,892
Married
2
Bachelor's
Employed
48.518511
Urban
Basic
1
15
761
9
2020-04-30 15:21:39.176717
Average
No
Daily
Apartment
1,082
43,325
19
Male
968
Married
1
Master's
Self-Employed
4.898916
Urban
Basic
0
14
357
2
2023-10-08 15:21:39.214388
Average
No
Monthly
Apartment
797
43,326
64
Female
17,965
Single
4
High School
Self-Employed
27.274341
Urban
Premium
1
18
809
3
2024-07-08 15:21:39.131192
Good
No
Daily
House
2,048
43,327
54
Male
45,957
Divorced
3
PhD
Self-Employed
22.173634
Rural
Comprehensive
1
3
787
9
2021-12-15 15:21:39.134960
Good
No
Monthly
Apartment
1,251
43,328
49
Male
103,041
Divorced
3
High School
Employed
28.151021
Urban
Comprehensive
1
8
436
8
2023-08-20 15:21:39.155231
Average
No
Monthly
Condo
942
43,329
53
Male
5,568
Divorced
4
PhD
Unemployed
13.998897
Suburban
Comprehensive
2
8
440
5
2020-05-15 15:21:39.237118
Average
Yes
Rarely
Condo
703
43,330
58
Female
43,476
Married
null
Bachelor's
Self-Employed
34.939153
Urban
Premium
null
10
693
1
2023-09-06 15:21:39.134960
Average
No
Rarely
House
1,229
43,331
28
Male
28,441
Divorced
0
Bachelor's
null
51.884674
Suburban
Basic
null
8
554
3
2021-07-11 15:21:39.256696
Poor
Yes
Monthly
Apartment
438
43,332
50
Male
7,093
Divorced
0
Master's
Self-Employed
27.77153
Suburban
Basic
0
9
522
7
2022-05-02 15:21:39.256696
Average
Yes
Weekly
Condo
661
43,333
30
Male
9,902
Married
null
Master's
Employed
49.395732
Rural
Basic
null
14
773
4
2023-11-02 15:21:39.117183
null
No
Daily
Apartment
442
43,334
20
Male
5,938
Single
3
Master's
Employed
34.141758
Rural
Premium
0
8
null
5
2022-05-30 15:21:39.228521
Average
Yes
Rarely
Condo
28
43,335
47
Female
27,673
Married
1
Bachelor's
null
34.479562
Suburban
Premium
2
6
687
8
2020-03-15 15:21:39.104139
Average
No
Weekly
Apartment
509
43,336
28
Male
37,332
Married
1
Master's
null
11.99987
Rural
Premium
null
13
681
4
2020-07-20 15:21:39.128286
Good
No
Daily
House
1,373
43,337
55
Male
44,922
Single
2
Bachelor's
null
29.999428
Rural
Comprehensive
1
0
476
2
2021-01-22 15:21:39.094752
Good
Yes
Monthly
House
564
43,338
24
Male
45,758
Married
4
High School
Employed
25.78096
Rural
Basic
2
12
547
2
2023-05-02 15:21:39.134960
null
No
Daily
House
738
43,339
20
Female
12,042
Divorced
2
Bachelor's
null
26.991405
Urban
Premium
1
17
471
8
2023-02-14 15:21:39.155231
Good
No
Weekly
House
1,204
43,340
18
Male
3,025
Married
3
PhD
Unemployed
7.091867
Urban
Basic
1
6
447
6
2023-09-17 15:21:39.265513
Average
Yes
Daily
Condo
110
43,341
49
Female
null
Divorced
0
PhD
null
31.9961
Suburban
Basic
1
16
388
3
2023-05-08 15:21:39.289099
Poor
Yes
Rarely
House
818
43,342
50
Male
659
Married
1
Master's
null
23.092579
Urban
Premium
3
4
513
2
2020-09-30 15:21:39.194829
Average
No
Weekly
Apartment
659
43,343
24
Male
24,761
Married
0
Master's
Unemployed
16.227556
Suburban
Basic
1
13
653
7
2021-12-26 15:21:39.149731
Poor
No
Weekly
Condo
36
43,344
51
Male
38,323
Married
1
PhD
Unemployed
23.468518
Rural
Comprehensive
null
4
405
1
2022-10-11 15:21:39.209847
Good
Yes
Monthly
House
514
43,345
28
Male
9,072
Single
2
Bachelor's
null
27.957213
Suburban
Premium
0
3
731
9
2020-09-18 15:21:39.155231
Good
Yes
Monthly
Condo
532
43,346
43
Female
42,538
Divorced
null
High School
Unemployed
19.395511
Suburban
Premium
2
16
441
1
2020-11-05 15:21:39.215386
Average
Yes
Weekly
Apartment
673
43,347
41
Male
44,771
Single
3
Bachelor's
Employed
32.679724
Urban
Comprehensive
2
13
793
5
2021-09-18 15:21:39.080440
Average
Yes
Monthly
Apartment
466
43,348
28
Male
9,072
Divorced
3
Master's
Employed
29.769753
Suburban
Premium
null
1
711
5
2020-12-21 15:21:39.095696
Poor
No
Monthly
Condo
1,180
43,349
37
Male
16,042
Married
1
Bachelor's
Unemployed
46.694982
Rural
Premium
null
1
740
5
2023-09-25 15:21:39.110557
Poor
Yes
Daily
Condo
2,301
43,350
29
Female
17,109
Single
4
Bachelor's
Employed
41.928901
Rural
Premium
1
13
786
8
2022-04-20 15:21:39.082499
Good
No
Weekly
House
828
43,351
34
Female
18,561
Single
4
High School
null
27.125038
Rural
Premium
1
8
761
1
2023-06-04 15:21:39.237118
Good
Yes
Monthly
Condo
1,158
43,352
61
Male
71,550
Divorced
1
Master's
Unemployed
25.938987
Rural
Basic
null
12
765
4
2022-05-03 15:21:39.214388
Average
No
Daily
Apartment
240
43,353
51
Female
51,644
Married
3
PhD
Employed
50.837605
Rural
Basic
0
9
806
8
2023-07-25 15:21:39.172097
Good
Yes
Weekly
House
43
43,354
55
Male
43,970
Divorced
4
High School
Unemployed
23.959761
Urban
Premium
null
0
null
1
2024-07-10 15:21:39.134960
Poor
Yes
Monthly
House
656
43,355
22
Female
25,069
Married
1
Bachelor's
null
14.744217
Suburban
Basic
1
0
558
6
2023-05-05 15:21:39.115178
Good
No
Rarely
Apartment
1,104
43,356
60
Male
18,993
Single
null
PhD
Self-Employed
43.261761
Rural
Basic
1
13
793
6
2021-10-10 15:21:39.252145
Good
No
Daily
Condo
1,501
43,357
57
Male
71,183
Married
3
Master's
Unemployed
51.808731
Suburban
Premium
1
12
813
2
2021-06-17 15:21:39.188220
Poor
Yes
Weekly
House
1,170
43,358
35
Male
64,549
Married
0
PhD
Employed
22.681471
Suburban
Comprehensive
null
18
554
4
2023-10-15 15:21:39.179186
Poor
No
Daily
House
78
43,359
33
Male
1,055
Single
2
High School
Self-Employed
null
Urban
Comprehensive
1
11
null
1
2020-08-24 15:21:39.237118
Average
Yes
Weekly
House
1,242
43,360
60
Male
27,863
Married
1
Bachelor's
null
15.093468
Rural
Comprehensive
0
17
690
6
2020-11-22 15:21:39.155231
Poor
No
Daily
Condo
743
43,361
22
Male
725
Single
3
Bachelor's
Unemployed
11.895804
Suburban
Premium
null
15
403
2
2023-03-08 15:21:39.085129
Good
No
Daily
Condo
543
43,362
51
Female
127,593
Single
4
Bachelor's
null
46.681335
Urban
Comprehensive
2
15
397
8
2020-08-17 15:21:39.288099
Average
Yes
Monthly
Condo
974
43,363
61
Male
788
Divorced
1
High School
Self-Employed
10.410569
Urban
Premium
null
12
449
8
2024-02-08 15:21:39.085129
Poor
No
Daily
House
515
43,364
35
Female
12,963
Married
2
PhD
null
23.966199
Urban
Basic
null
12
null
4
2021-06-30 15:21:39.148733
Average
No
Daily
House
1,284
43,365
61
Female
8,423
Single
0
Master's
Employed
15.842879
Suburban
Premium
1
8
815
3
2022-11-25 15:21:39.244069
Good
Yes
Weekly
House
1,027
43,366
40
Male
5,206
Married
2
PhD
null
26.617821
Rural
Comprehensive
1
6
776
9
2020-12-02 15:21:39.172097
Poor
Yes
Daily
Condo
1,199
43,367
27
Female
16,290
Divorced
3
PhD
null
6.858799
Suburban
Premium
0
17
null
2
2023-07-19 15:21:39.173834
Good
No
Monthly
Apartment
971
43,368
58
Female
25,423
Single
2
High School
Unemployed
23.95571
Urban
Premium
1
0
573
6
2022-04-24 15:21:39.081504
Good
No
Rarely
House
254
43,369
47
Male
22,827
Divorced
null
Master's
null
47.234949
Suburban
Basic
1
9
613
8
2020-05-22 15:21:39.155231
Average
No
Daily
Apartment
2,658
43,370
30
Male
25,412
Single
2
Bachelor's
null
22.567505
Suburban
Comprehensive
0
0
729
4
2020-02-10 15:21:39.282785
Poor
Yes
Weekly
Apartment
158
43,371
28
Male
6,079
Single
4
PhD
null
18.547676
Urban
Comprehensive
2
8
626
2
2019-12-05 15:21:39.237118
Good
No
Daily
House
713
43,372
60
Female
15,126
Married
4
PhD
null
9.172754
Suburban
Basic
null
2
379
7
2021-04-16 15:21:39.170099
Good
Yes
Monthly
Condo
2,261
43,373
46
Female
52,858
Single
1
PhD
Self-Employed
42.534773
Suburban
Basic
null
1
351
2
2024-08-08 15:21:39.217387
Average
No
Weekly
Condo
635
43,374
48
Female
70,638
Single
1
Master's
Self-Employed
51.697801
Urban
Premium
null
10
785
1
2023-02-21 15:21:39.100695
Poor
No
Weekly
Condo
3,977
43,375
59
Male
3,466
Single
4
High School
Employed
31.709375
Rural
Comprehensive
2
12
647
3
2023-10-20 15:21:39.206847
Poor
No
Daily
Condo
1,711
43,376
28
Male
18,854
Married
4
Master's
null
12.28779
Urban
Comprehensive
null
16
323
5
2024-03-29 15:21:39.272456
Average
Yes
Rarely
Apartment
969
43,377
42
Male
82,897
Divorced
4
High School
Employed
8.477922
Urban
Premium
null
16
778
6
2019-12-15 15:21:39.220389
Good
No
Rarely
House
2,094
43,378
19
Female
649
Single
0
PhD
Self-Employed
23.068395
Suburban
Premium
null
13
631
5
2020-12-10 15:21:39.146733
Good
No
Weekly
House
3,180
43,379
48
Female
8,244
Single
1
PhD
null
39.816192
Urban
Basic
1
9
848
2
2023-11-10 15:21:39.189223
Good
No
Weekly
Apartment
256
43,380
34
Male
7,085
Divorced
0
Bachelor's
null
null
Urban
Premium
null
16
609
4
2020-03-17 15:21:39.087123
Poor
Yes
Daily
House
729
43,381
24
Male
40,892
Divorced
2
Bachelor's
null
null
Urban
Basic
null
16
552
7
2023-02-04 15:21:39.229482
Average
Yes
Weekly
Condo
2,592
43,382
46
Male
23,891
Married
2
High School
Unemployed
29.231143
Suburban
Premium
null
11
659
8
2023-10-11 15:21:39.134960
Good
No
Weekly
Condo
542
43,383
31
Male
29,700
Single
0
High School
Unemployed
29.967171
Urban
Premium
0
19
846
1
2020-08-08 15:21:39.237118
Good
No
Daily
Apartment
2,850
43,384
57
Male
9,373
Divorced
3
High School
Unemployed
28.423839
Urban
Basic
1
13
581
2
2024-07-15 15:21:39.245086
Poor
No
Rarely
Condo
1,813
43,385
62
Male
null
Married
0
Bachelor's
null
11.844296
Rural
Premium
2
3
525
5
2024-02-08 15:21:39.081504
Good
No
Daily
Apartment
254
43,386
25
Male
74,493
Single
3
PhD
null
41.598567
Urban
Comprehensive
1
17
313
7
2024-07-07 15:21:39.155231
Average
No
Monthly
House
1,221
43,387
27
Male
4,743
Married
1
High School
null
19.539506
Urban
Comprehensive
0
6
740
7
2020-04-29 15:21:39.278402
Average
No
Monthly
Condo
107
43,388
58
Female
43,729
Single
3
Master's
Unemployed
34.393039
Suburban
Premium
null
10
829
3
2023-11-28 15:21:39.237118
Average
Yes
Weekly
Condo
809
43,389
47
Male
110
Divorced
2
High School
Employed
8.947016
Suburban
Basic
2
1
679
9
2023-02-03 15:21:39.191219
Average
Yes
Monthly
House
882
43,390
22
Male
12,791
Single
1
Bachelor's
Employed
15.958276
Rural
Basic
1
12
521
6
2021-04-17 15:21:39.104139
Poor
Yes
Monthly
Condo
508
43,391
33
Female
17,091
Married
2
PhD
Unemployed
45.078144
Rural
Comprehensive
1
10
661
2
2023-09-16 15:21:39.155231
Good
Yes
Rarely
House
545
43,392
34
Male
11,600
Divorced
4
Master's
Unemployed
14.513909
Rural
Comprehensive
0
7
672
2
2023-11-23 15:21:39.134960
Poor
No
Rarely
Apartment
1,178
43,393
23
Male
2,683
Married
0
PhD
Employed
42.996717
Rural
Comprehensive
1
2
713
5
2023-11-04 15:21:39.182597
Good
No
Daily
House
2,177
43,394
43
Female
20,142
Single
1
High School
Employed
40.959112
Suburban
Basic
null
14
513
4
2020-11-03 15:21:39.134960
Average
No
Rarely
Condo
90
43,395
24
Male
null
Single
4
Master's
null
33.818558
Urban
Comprehensive
2
4
709
8
2019-10-14 15:21:39.145732
null
Yes
Rarely
Condo
1,628
43,396
50
Female
143,550
Married
2
Bachelor's
Self-Employed
34.332464
Rural
Basic
1
12
487
7
2020-02-01 15:21:39.228521
Poor
Yes
Monthly
Apartment
2,514
43,397
58
Female
6,199
Married
2
High School
null
50.308738
Urban
Premium
3
15
null
6
2023-06-29 15:21:39.176717
Good
Yes
Monthly
Apartment
1,067
43,398
24
Female
34,410
Married
null
PhD
Employed
35.52386
Rural
Premium
null
13
564
8
2023-04-28 15:21:39.166062
Poor
No
Monthly
Condo
1,582
43,399
31
Male
8,991
Divorced
3
PhD
Employed
40.041293
Urban
Comprehensive
1
2
706
8
2022-05-04 15:21:39.177724
Good
No
Rarely
Condo
1,075