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
11,300
28
Male
1,214
Single
1
Master's
Employed
18.569432
Suburban
Basic
0
6
null
1
2020-08-03 15:21:39.171102
null
No
Rarely
Apartment
29
11,301
34
Female
724
Married
3
High School
Employed
null
Urban
Premium
0
5
779
4
2022-01-17 15:21:39.172097
Good
Yes
Monthly
Apartment
945
11,302
48
Female
22,872
Married
3
PhD
Unemployed
5.889719
Urban
Premium
3
16
328
5
2023-09-16 15:21:39.226954
Average
Yes
Weekly
Condo
712
11,303
27
Male
null
Married
0
Bachelor's
Self-Employed
11.547853
Rural
Basic
null
8
392
6
2021-01-25 15:21:39.121169
Poor
Yes
Weekly
Apartment
1,020
11,304
48
Male
16,929
Married
1
High School
Self-Employed
16.054874
Suburban
Premium
1
7
552
3
2020-01-17 15:21:39.131192
Good
No
Weekly
Condo
2,184
11,305
36
Female
83,953
Divorced
2
Master's
null
null
Rural
Comprehensive
2
15
731
4
2024-01-18 15:21:39.237118
Average
Yes
Weekly
Condo
130
11,306
34
Male
23,648
Divorced
0
Bachelor's
null
27.481429
Urban
Comprehensive
1
10
792
1
2023-03-16 15:21:39.084065
Poor
Yes
Weekly
House
881
11,307
36
Male
28,215
Married
1
High School
Self-Employed
35.170765
Urban
Comprehensive
null
10
672
5
2023-09-29 15:21:39.221386
Poor
Yes
Weekly
Apartment
1,772
11,308
21
Female
43,488
Single
2
PhD
null
30.077038
Urban
Comprehensive
0
18
516
4
2020-12-29 15:21:39.177724
Average
Yes
Monthly
House
2,108
11,309
58
Male
45,411
Divorced
1
Master's
null
53.639852
Rural
Premium
1
19
613
4
2022-03-28 15:21:39.175719
Poor
Yes
Daily
Condo
676
11,310
56
Female
1,664
Single
4
Master's
Employed
12.084578
Urban
Basic
0
10
602
1
2023-11-23 15:21:39.105504
Average
No
Weekly
House
1,839
11,311
39
Female
664
Married
1
Master's
Unemployed
null
Rural
Comprehensive
1
3
725
2
2022-03-24 15:21:39.237118
Average
No
Monthly
Apartment
817
11,312
55
Female
93,929
Single
2
Master's
Employed
null
Rural
Comprehensive
2
11
581
1
2022-05-02 15:21:39.090124
Good
Yes
Weekly
Apartment
2,575
11,313
32
Male
59,426
Married
1
High School
Self-Employed
22.957232
Suburban
Basic
null
17
378
2
2020-02-28 15:21:39.254678
Average
No
Weekly
Apartment
2,204
11,314
32
Female
12,163
Married
1
Master's
null
21.735019
Urban
Premium
0
4
662
3
2020-04-11 15:21:39.125660
Poor
No
Rarely
House
1,887
11,315
44
Female
38,497
Married
2
Master's
null
null
Suburban
Comprehensive
null
1
639
4
2020-06-16 15:21:39.226954
Good
Yes
Rarely
Apartment
528
11,316
23
Male
7,397
Single
0
PhD
Unemployed
8.943508
Urban
Comprehensive
1
18
569
1
2020-07-19 15:21:39.150730
Good
Yes
Rarely
Apartment
1,194
11,317
58
Male
36,370
Married
1
PhD
Self-Employed
14.595549
Urban
Basic
2
6
674
1
2022-07-13 15:21:39.134960
Good
Yes
Monthly
Apartment
612
11,318
58
Male
92,678
Divorced
1
High School
Self-Employed
8.959389
Urban
Premium
1
3
399
9
2021-11-13 15:21:39.169102
Average
Yes
Daily
Apartment
551
11,319
25
Female
23,570
Single
0
High School
Employed
8.879673
Rural
Comprehensive
1
9
668
2
2021-09-13 15:21:39.237118
Poor
Yes
Monthly
Apartment
451
11,320
55
Female
140,520
Married
2
Bachelor's
Unemployed
9.331923
Rural
Basic
null
6
434
8
2019-12-25 15:21:39.273973
Average
No
Weekly
House
48
11,321
null
Male
70,726
Married
4
High School
Self-Employed
37.425866
Urban
Comprehensive
3
11
394
9
2020-12-30 15:21:39.155231
Average
No
Rarely
Apartment
908
11,322
18
Male
null
Divorced
0
Bachelor's
null
20.816594
Rural
Premium
0
2
328
5
2020-04-24 15:21:39.285112
Average
Yes
Monthly
Condo
50
11,323
22
Male
15,886
Divorced
1
High School
Unemployed
6.724778
Urban
Basic
1
1
706
7
2022-07-23 15:21:39.221386
Poor
Yes
Monthly
Apartment
1,056
11,324
29
Male
16,303
Divorced
0
Bachelor's
Unemployed
8.786945
Urban
Premium
null
5
744
6
2021-07-20 15:21:39.094752
Poor
No
Monthly
House
1,452
11,325
54
Male
43,834
Divorced
4
High School
null
5.70162
Rural
Comprehensive
1
15
707
3
2019-10-03 15:21:39.184157
Poor
No
Weekly
Condo
1,884
11,326
39
Male
37,251
Divorced
0
PhD
null
10.039756
Urban
Premium
null
16
316
2
2020-04-16 15:21:39.155231
Good
Yes
Monthly
Condo
1,644
11,327
28
Male
3,877
Divorced
3
Bachelor's
Self-Employed
18.708944
Urban
Premium
0
12
392
8
2023-11-25 15:21:39.289099
Average
No
Daily
House
1,439
11,328
40
Female
26,254
Divorced
2
PhD
Employed
35.586725
Rural
Comprehensive
0
16
709
4
2024-01-12 15:21:39.097737
Good
No
Monthly
Condo
1,762
11,329
38
Male
88,790
Divorced
2
High School
Employed
14.738285
Suburban
Comprehensive
2
19
398
6
2022-04-19 15:21:39.134960
Poor
No
Weekly
Apartment
190
11,330
21
Male
23,897
Divorced
3
Master's
null
7.922608
Rural
Comprehensive
null
11
711
1
2022-03-04 15:21:39.272456
Average
Yes
Weekly
House
477
11,331
62
Male
1,111
Married
4
High School
null
11.777634
Suburban
Premium
0
17
384
1
2022-01-07 15:21:39.155231
Good
Yes
Rarely
Condo
926
11,332
41
Male
63,359
Single
1
Master's
null
21.570006
Urban
Comprehensive
1
4
622
5
2021-11-11 15:21:39.237118
Poor
Yes
Rarely
House
66
11,333
28
Male
10,091
Divorced
1
Bachelor's
Self-Employed
7.78134
Suburban
Comprehensive
2
1
333
3
2024-04-27 15:21:39.184157
Poor
No
Daily
Apartment
3,469
11,334
55
Female
33,600
Divorced
1
Bachelor's
null
16.946108
Suburban
Premium
0
5
432
5
2023-06-27 15:21:39.134960
Good
Yes
Monthly
Condo
552
11,335
49
Female
16,649
Married
2
PhD
Employed
39.266613
Urban
Basic
0
5
530
8
2021-02-01 15:21:39.192212
Good
Yes
Monthly
House
990
11,336
36
Female
34,348
Single
1
Bachelor's
Unemployed
32.992765
Rural
Basic
1
7
724
5
2020-07-30 15:21:39.093681
Good
Yes
Daily
House
1,543
11,337
60
Male
28,198
Divorced
0
Bachelor's
null
35.567833
Suburban
Comprehensive
null
9
694
9
2024-02-25 15:21:39.092127
null
Yes
Weekly
Apartment
1,537
11,338
54
Male
6,991
Single
0
Master's
Employed
null
Rural
Basic
1
16
632
7
2023-11-04 15:21:39.185215
Good
No
Weekly
House
1,172
11,339
46
Male
3,451
Single
2
Bachelor's
Unemployed
5.849127
Urban
Basic
2
13
791
9
2020-06-05 15:21:39.132191
Good
Yes
Daily
Apartment
479
11,340
19
Female
5,845
Divorced
4
High School
Self-Employed
20.879684
Rural
Comprehensive
null
4
593
2
2021-07-02 15:21:39.155231
Average
No
Daily
Condo
477
11,341
47
Male
117,311
null
0
High School
Unemployed
34.078782
Suburban
Basic
null
5
562
5
2019-08-19 15:21:39.134960
Good
No
Weekly
House
1,570
11,342
48
Female
8,894
Divorced
1
PhD
null
17.827701
Urban
Comprehensive
2
0
740
4
2020-08-10 15:21:39.274993
Poor
Yes
Daily
Apartment
544
11,343
32
Male
28,321
Divorced
1
Master's
Unemployed
26.998064
Urban
Premium
0
16
704
5
2020-01-30 15:21:39.111551
Good
Yes
Weekly
House
573
11,344
48
Male
15,641
Married
3
Master's
null
19.816369
Urban
Premium
0
0
778
7
2023-09-09 15:21:39.237118
Average
No
Rarely
Condo
752
11,345
46
Male
17,554
Divorced
2
Master's
Unemployed
8.136842
Urban
Basic
1
16
644
9
2023-05-10 15:21:39.134960
Good
No
Monthly
Apartment
818
11,346
60
Female
21,156
Single
1
Master's
null
12.671022
Rural
Premium
0
10
728
1
2022-04-13 15:21:39.106582
Good
No
Weekly
Apartment
2,139
11,347
50
Female
107,181
Single
4
Bachelor's
null
8.172732
Suburban
Premium
0
10
309
7
2024-07-27 15:21:39.186212
Poor
No
Monthly
Apartment
158
11,348
28
Female
16,053
Divorced
4
Master's
null
37.547804
Rural
Premium
2
17
802
8
2020-05-27 15:21:39.154008
Average
No
Daily
House
1,536
11,349
62
Female
5,759
Married
3
Bachelor's
null
38.077555
Rural
Premium
0
15
489
1
2021-09-04 15:21:39.290098
Good
Yes
Weekly
Apartment
845
11,350
24
Female
30,286
Single
2
Master's
Employed
42.182801
Rural
Basic
1
17
651
9
2022-03-15 15:21:39.181605
Poor
Yes
Daily
House
1,488
11,351
30
Female
2,833
Divorced
1
High School
Self-Employed
12.90884
Urban
Basic
1
16
379
7
2020-02-25 15:21:39.260856
Average
No
Rarely
Apartment
803
11,352
52
Male
62,982
Married
4
Master's
Self-Employed
22.366468
Suburban
Basic
0
6
439
1
2022-11-02 15:21:39.134960
Average
Yes
Weekly
House
24
11,353
55
Male
936
Married
1
Bachelor's
Self-Employed
36.878666
Rural
Basic
2
19
569
4
2020-12-27 15:21:39.096739
Good
Yes
Monthly
Condo
739
11,354
32
Female
25,554
Married
1
PhD
null
17.24044
Rural
Basic
1
19
834
2
2020-07-22 15:21:39.109552
Poor
Yes
Monthly
Apartment
646
11,355
55
Male
32,306
Single
4
High School
null
20.926942
Suburban
Basic
2
10
660
9
2021-02-13 15:21:39.260856
Average
Yes
Monthly
House
253
11,356
22
Female
1,790
Married
3
Bachelor's
Self-Employed
29.073402
Urban
Premium
null
18
546
9
2022-09-24 15:21:39.134960
Average
No
Daily
House
2,665
11,357
40
Female
89,866
Married
0
High School
Employed
null
Rural
Comprehensive
null
17
595
5
2021-03-23 15:21:39.097737
Average
Yes
Rarely
Apartment
39
11,358
36
Male
9,086
Divorced
2
High School
null
26.883826
Suburban
Basic
1
17
589
2
2021-04-26 15:21:39.181605
Poor
No
Rarely
Apartment
691
11,359
null
Male
24
Single
4
Master's
Employed
15.24693
Rural
Comprehensive
1
4
null
3
2020-02-02 15:21:39.177724
Average
No
Daily
House
703
11,360
58
Female
44,732
Single
3
Bachelor's
Employed
16.944328
Suburban
Comprehensive
1
16
643
2
2020-07-19 15:21:39.154008
Poor
No
Rarely
Condo
1,959
11,361
52
Female
22,712
Married
2
Bachelor's
Employed
19.869701
Rural
Basic
null
7
847
5
2020-10-03 15:21:39.170099
Average
Yes
Rarely
House
602
11,362
41
Male
74,889
Married
2
Bachelor's
Unemployed
17.503159
Suburban
Premium
2
16
511
1
2023-02-18 15:21:39.151732
Poor
No
Rarely
House
2,711
11,363
45
Female
81,169
Divorced
2
Bachelor's
Self-Employed
39.979411
Suburban
Comprehensive
null
10
661
5
2023-06-20 15:21:39.152732
Poor
No
Rarely
Apartment
47
11,364
50
Male
35,786
Married
2
PhD
Self-Employed
32.865345
Suburban
Basic
null
16
null
8
2022-04-07 15:21:39.155231
Average
Yes
Monthly
Apartment
997
11,365
21
Female
72,358
Married
0
Bachelor's
Unemployed
23.569204
Rural
Premium
2
14
null
1
2023-05-23 15:21:39.252145
Average
No
Monthly
Condo
2,481
11,366
49
Female
50,926
Married
1
PhD
Employed
45.567321
Suburban
Basic
0
19
554
4
2019-11-22 15:21:39.093681
Good
No
Monthly
Condo
48
11,367
43
Male
null
Single
0
PhD
Unemployed
40.087545
Suburban
Basic
0
18
413
3
2023-03-31 15:21:39.125660
Poor
No
Daily
Condo
501
11,368
19
Female
21,975
Divorced
3
Bachelor's
Unemployed
14.960912
Suburban
Comprehensive
null
18
571
2
2022-04-05 15:21:39.134960
Good
No
Daily
Apartment
744
11,369
52
Female
31,045
Single
2
PhD
null
8.72467
Rural
Comprehensive
0
6
501
8
2024-05-20 15:21:39.237118
null
No
Rarely
Apartment
447
11,370
18
Male
36,193
Single
0
PhD
Self-Employed
15.393752
Urban
Premium
5
10
816
3
2023-02-24 15:21:39.121169
Poor
No
Daily
Apartment
2,592
11,371
54
Male
33,344
Divorced
0
Master's
null
13.816847
Rural
Basic
2
4
null
3
2023-01-21 15:21:39.237118
Poor
No
Rarely
Apartment
757
11,372
56
Female
null
Divorced
2
Master's
Self-Employed
null
Rural
Premium
0
15
479
8
2019-10-20 15:21:39.134960
Average
Yes
Rarely
House
683
11,373
29
Male
1,488
Married
3
Master's
Employed
34.691928
Rural
Basic
null
17
438
5
2023-03-01 15:21:39.222387
Good
No
Weekly
Condo
1,363
11,374
63
Female
63,343
Married
null
PhD
Self-Employed
13.774508
Rural
Comprehensive
null
9
507
4
2023-05-06 15:21:39.217387
Average
Yes
Weekly
Apartment
282
11,375
27
Male
26,487
Married
1
PhD
Unemployed
32.274218
Suburban
Basic
4
11
647
8
2020-01-04 15:21:39.134960
Average
Yes
Monthly
Condo
879
11,376
36
Male
14,341
Single
2
Bachelor's
Employed
34.122567
Urban
Comprehensive
0
4
418
3
2024-05-18 15:21:39.245086
Average
Yes
Monthly
House
30
11,377
47
Female
58,536
null
null
Master's
Employed
12.452828
Suburban
Premium
0
18
470
8
2023-06-25 15:21:39.237118
Average
Yes
Weekly
House
581
11,378
63
Female
32,325
Divorced
3
PhD
Self-Employed
26.183682
Urban
Basic
0
15
511
9
2020-11-13 15:21:39.245086
Average
No
Monthly
Apartment
393
11,379
58
Male
61,772
Divorced
0
PhD
null
38.395047
Suburban
Premium
2
19
301
9
2020-05-21 15:21:39.093681
Poor
Yes
Weekly
Condo
2,826
11,380
19
Male
18,096
Married
0
Bachelor's
Unemployed
37.91423
Suburban
Premium
0
13
523
7
2024-04-09 15:21:39.263607
Average
No
Weekly
House
1,614
11,381
52
Female
30,984
Single
1
PhD
Unemployed
17.887214
Urban
Comprehensive
1
9
708
7
2021-09-10 15:21:39.092127
null
No
Monthly
Apartment
1,284
11,382
62
Male
91,489
Single
1
High School
Employed
29.294549
Rural
Basic
1
3
431
6
2022-09-30 15:21:39.079128
Poor
No
Daily
Condo
1,662
11,383
28
Female
29,173
Single
4
High School
Unemployed
10.273719
Urban
Basic
1
14
null
7
2020-11-06 15:21:39.245086
null
No
Daily
Apartment
2,813
11,384
64
Female
14,094
Single
4
Bachelor's
null
46.788136
Urban
Premium
1
17
522
7
2022-10-10 15:21:39.237118
Average
Yes
Rarely
Condo
1,670
11,385
29
Female
54,745
Single
2
High School
Unemployed
25.679426
Urban
Basic
0
5
788
2
2019-10-16 15:21:39.207847
Poor
No
Weekly
House
24
11,386
39
Female
68,821
Single
2
Master's
Unemployed
null
Urban
Premium
null
13
806
2
2019-09-07 15:21:39.211806
Average
No
Daily
Condo
26
11,387
21
Female
7,189
Single
1
High School
Self-Employed
16.560902
Rural
Basic
1
12
null
5
2023-06-13 15:21:39.148733
Poor
Yes
Monthly
Condo
1,076
11,388
25
Male
34,205
Married
4
PhD
null
23.859696
Suburban
Comprehensive
1
5
719
8
2020-04-23 15:21:39.155231
Good
No
Monthly
Condo
639
11,389
56
Male
30,663
Divorced
4
Master's
null
27.839401
Rural
Comprehensive
null
15
823
1
2020-03-11 15:21:39.134960
Average
No
Monthly
House
1,008
11,390
29
Female
35,222
Married
2
High School
Self-Employed
34.242055
Urban
Comprehensive
null
15
580
7
2022-01-02 15:21:39.205850
Average
Yes
Daily
House
1,027
11,391
64
Male
14,891
Single
2
High School
Unemployed
42.302516
Suburban
Comprehensive
null
17
602
2
2023-10-13 15:21:39.237118
Good
Yes
Weekly
House
1,404
11,392
22
Female
20,281
Married
3
High School
Employed
23.787511
Urban
Premium
null
0
695
2
2023-01-20 15:21:39.155231
Poor
No
Weekly
Condo
827
11,393
32
Female
6,054
Single
null
High School
null
20.838293
Rural
Premium
null
5
479
7
2021-12-08 15:21:39.237118
Good
Yes
Daily
House
4,462
11,394
61
Male
806
Divorced
4
Master's
Employed
11.766714
Urban
Comprehensive
0
7
null
4
2021-04-04 15:21:39.167099
Average
Yes
Rarely
House
2,430
11,395
56
Male
28,665
Married
3
PhD
Unemployed
45.843753
Suburban
Basic
null
2
842
2
2020-05-06 15:21:39.235012
Poor
No
Rarely
House
1,761
11,396
52
Male
39,071
Single
2
Bachelor's
Unemployed
10.890685
Urban
Premium
3
12
797
4
2020-03-15 15:21:39.182597
Poor
Yes
Weekly
Condo
514
11,397
26
Male
61,393
Single
2
PhD
Employed
35.390557
Rural
Basic
0
0
429
6
2020-05-04 15:21:39.235012
Average
Yes
Weekly
Condo
1,631
11,398
61
Male
5,962
Single
4
High School
Self-Employed
25.407746
Rural
Basic
0
11
796
7
2023-07-08 15:21:39.134960
Average
Yes
Weekly
Apartment
115
11,399
34
Female
18,114
Single
2
PhD
Employed
32.722172
Urban
Premium
null
4
690
1
2023-10-03 15:21:39.134960
Poor
No
Rarely
Apartment
638