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
1,198,400
50
Male
16,259
Married
2
PhD
Self-Employed
23.284402
Urban
Basic
3
17
738
6
2022-08-09 15:21:39.237118
Good
Yes
Monthly
Condo
2,391
1,198,401
21
Male
61,729
Married
4
Bachelor's
null
15.284474
Rural
Comprehensive
null
5
344
4
2021-01-11 15:21:39.200452
Average
Yes
Weekly
House
2,349
1,198,402
null
Male
14,981
Married
4
Bachelor's
Self-Employed
11.256811
Rural
Basic
null
2
646
5
2021-08-17 15:21:39.129190
null
Yes
Weekly
House
1,269
1,198,403
33
Male
92,660
Divorced
0
PhD
null
30.983244
Suburban
Premium
2
15
791
6
2021-02-01 15:21:39.237118
Good
No
Monthly
Condo
267
1,198,404
61
Male
2,878
Single
4
High School
null
49.413748
Urban
Basic
null
16
801
6
2019-09-16 15:21:39.093681
Good
Yes
Monthly
House
677
1,198,405
60
Female
8,076
Divorced
0
Bachelor's
Employed
28.532605
Rural
Basic
1
5
677
1
2020-03-29 15:21:39.276901
Poor
No
Rarely
House
646
1,198,406
42
Male
16,787
Married
4
High School
Unemployed
37.849679
Suburban
Comprehensive
1
5
595
4
2024-02-10 15:21:39.237118
Poor
No
Weekly
House
515
1,198,407
43
Female
23,963
Divorced
0
Master's
Employed
15.012478
Rural
Basic
2
17
731
9
2021-01-05 15:21:39.090124
Poor
Yes
Monthly
Apartment
981
1,198,408
42
Male
1,606
Married
3
PhD
null
44.094865
Rural
Basic
0
11
473
5
2021-07-30 15:21:39.189223
Poor
No
Monthly
House
2,918
1,198,409
59
Male
5,821
Married
3
Bachelor's
Self-Employed
19.330811
Rural
Premium
null
1
649
9
2020-04-26 15:21:39.151732
Average
Yes
Weekly
Apartment
2,108
1,198,410
58
Female
18,216
Divorced
0
Master's
Employed
9.913446
Suburban
Basic
0
14
532
5
2022-02-04 15:21:39.134960
Poor
Yes
Weekly
Apartment
2,142
1,198,411
20
Female
16,077
Married
0
Bachelor's
Employed
24.478571
Rural
Comprehensive
1
4
751
5
2024-01-16 15:21:39.086123
Average
No
Rarely
Apartment
535
1,198,412
22
Female
56,470
Divorced
2
Master's
Self-Employed
9.712511
Rural
Premium
0
8
628
2
2021-03-23 15:21:39.155231
Good
Yes
Rarely
Condo
62
1,198,413
55
Female
111,881
Divorced
2
PhD
null
11.027037
Urban
Basic
null
1
742
9
2023-09-23 15:21:39.155231
null
Yes
Monthly
Condo
100
1,198,414
60
Female
31,301
null
4
Bachelor's
Unemployed
31.868271
Urban
Comprehensive
null
17
834
2
2022-05-06 15:21:39.237118
Good
Yes
Weekly
House
871
1,198,415
28
Female
43,976
Single
1
PhD
Self-Employed
26.936562
Urban
Premium
null
5
739
8
2022-06-05 15:21:39.207847
Good
Yes
Monthly
House
782
1,198,416
31
Female
13,652
Single
0
Master's
null
19.611442
Urban
Comprehensive
1
14
435
6
2022-09-26 15:21:39.256696
Poor
No
Monthly
Apartment
2,212
1,198,417
34
Female
10,818
Divorced
null
Master's
Employed
18.914046
Rural
Basic
0
1
521
3
2023-04-20 15:21:39.079128
Average
Yes
Rarely
House
645
1,198,418
29
Male
44,746
Married
3
Bachelor's
Unemployed
41.724664
Urban
Premium
1
9
709
8
2022-09-20 15:21:39.272456
Poor
No
Weekly
Apartment
474
1,198,419
35
Male
2,034
null
4
Bachelor's
Self-Employed
14.719902
Urban
Premium
0
9
788
9
2020-08-24 15:21:39.207847
Good
Yes
Rarely
Apartment
501
1,198,420
48
Male
null
Divorced
1
PhD
Unemployed
47.738769
Rural
Basic
0
14
742
9
2023-01-02 15:21:39.283783
Poor
Yes
Monthly
Apartment
382
1,198,421
40
Female
30,213
Married
3
Master's
Self-Employed
null
Urban
Comprehensive
2
6
null
4
2020-12-21 15:21:39.225916
Good
No
Monthly
House
439
1,198,422
48
Female
2,247
Divorced
2
Bachelor's
Unemployed
37.077623
Rural
Basic
0
14
462
8
2024-03-26 15:21:39.202448
Poor
Yes
Rarely
House
1,965
1,198,423
33
Female
52,587
Married
3
High School
Self-Employed
14.785009
Urban
Premium
0
2
563
8
2022-05-27 15:21:39.272456
Good
Yes
Weekly
Apartment
340
1,198,424
18
Male
23,864
Divorced
0
Bachelor's
Employed
39.670423
Urban
Basic
0
3
405
4
2024-08-13 15:21:39.104139
Good
Yes
Daily
Apartment
3,400
1,198,425
49
Female
15,284
Divorced
0
PhD
Employed
45.012832
Suburban
Comprehensive
null
8
562
6
2020-01-08 15:21:39.101733
Poor
No
Daily
Condo
963
1,198,426
46
Male
36,557
Divorced
4
PhD
null
39.534634
Suburban
Comprehensive
1
15
602
7
2020-03-30 15:21:39.134960
Average
No
Weekly
House
1,127
1,198,427
54
Male
15,983
Single
null
Master's
Employed
24.766697
Urban
Comprehensive
1
12
705
2
2019-11-17 15:21:39.092127
Average
Yes
Rarely
Apartment
2,153
1,198,428
39
Female
5,090
Single
null
PhD
Employed
null
Suburban
Comprehensive
3
9
775
9
2020-07-28 15:21:39.202448
Good
No
Weekly
House
2,913
1,198,429
41
Male
43,901
Married
4
High School
Self-Employed
30.78647
Urban
Basic
0
19
659
5
2021-10-15 15:21:39.091080
Poor
Yes
Rarely
House
1,315
1,198,430
61
Female
24,862
Divorced
1
Bachelor's
Self-Employed
33.929372
Suburban
Comprehensive
0
11
685
6
2020-03-06 15:21:39.155231
Poor
No
Daily
House
515
1,198,431
63
Male
14,172
Single
3
PhD
null
28.35331
Urban
Premium
1
9
702
3
2023-07-24 15:21:39.090124
null
No
Daily
House
972
1,198,432
61
Female
58,218
Married
0
PhD
null
null
Urban
Premium
3
17
609
8
2023-07-21 15:21:39.261856
Average
Yes
Monthly
Apartment
1,414
1,198,433
30
Male
17,092
Single
1
Bachelor's
null
null
Suburban
Comprehensive
0
15
null
2
2021-10-18 15:21:39.167099
Average
No
Weekly
Apartment
446
1,198,434
57
Male
1,154
Single
2
Master's
Employed
21.959818
Suburban
Comprehensive
null
16
402
5
2022-11-12 15:21:39.155231
Poor
No
Monthly
Apartment
2,349
1,198,435
29
Male
5,096
Married
3
Bachelor's
null
39.945257
Suburban
Premium
null
12
756
1
2022-06-06 15:21:39.283783
Poor
Yes
Weekly
Apartment
688
1,198,436
34
Male
34,910
Divorced
2
Bachelor's
null
25.35657
Urban
Comprehensive
0
11
364
5
2022-03-02 15:21:39.237118
Good
No
Rarely
Apartment
1,485
1,198,437
38
Female
121,621
Single
2
Master's
null
3.444849
Suburban
Premium
null
19
556
5
2022-04-26 15:21:39.237118
null
Yes
Rarely
Condo
3,244
1,198,438
25
Female
74,945
Married
1
PhD
Self-Employed
23.16211
Urban
Comprehensive
0
4
378
2
2023-10-06 15:21:39.264504
Average
No
Daily
House
1,726
1,198,439
56
Female
null
Single
0
PhD
Employed
11.856554
Urban
Premium
null
16
null
4
2024-03-14 15:21:39.274993
Good
No
Rarely
House
152
1,198,440
43
Male
39,365
Single
0
Bachelor's
Unemployed
22.146636
Urban
Basic
null
2
382
2
2024-05-21 15:21:39.122134
Poor
Yes
Rarely
House
479
1,198,441
35
Female
13,515
Divorced
2
Bachelor's
null
34.738011
Suburban
Premium
2
18
644
3
2022-12-04 15:21:39.219432
Poor
Yes
Daily
House
23
1,198,442
63
Male
79,866
Married
2
Master's
Employed
41.25723
Urban
Basic
null
2
420
3
2023-08-11 15:21:39.219432
Good
No
Daily
House
1,275
1,198,443
47
Female
5,033
Married
3
High School
Unemployed
40.914539
Rural
Comprehensive
null
8
307
8
2023-07-24 15:21:39.236064
Good
No
Monthly
House
1,578
1,198,444
60
Male
2,096
Single
1
High School
Employed
27.074727
Urban
Premium
0
6
489
4
2022-10-27 15:21:39.222387
null
No
Monthly
Condo
661
1,198,445
20
Female
34,376
Single
null
Master's
Employed
43.262445
Rural
Comprehensive
1
15
534
9
2021-05-04 15:21:39.237118
Poor
Yes
Rarely
Condo
852
1,198,446
38
Male
3,231
Divorced
3
PhD
null
32.051338
Urban
Comprehensive
1
15
394
4
2023-08-13 15:21:39.134960
Good
Yes
Monthly
House
622
1,198,447
21
Male
2,485
Single
0
Master's
Employed
38.596639
Urban
Basic
0
10
391
2
2022-05-12 15:21:39.164044
Good
No
Rarely
House
1,162
1,198,448
47
Female
11,563
Divorced
0
Bachelor's
null
31.742148
Rural
Premium
1
10
646
2
2021-11-19 15:21:39.080184
Average
No
Monthly
Condo
1,845
1,198,449
30
Female
72,787
Divorced
1
Master's
Employed
10.039335
Rural
Comprehensive
null
9
359
2
2020-08-07 15:21:39.082499
null
Yes
Monthly
Apartment
1,160
1,198,450
30
Male
3,382
Single
1
Bachelor's
Unemployed
8.937968
Urban
Basic
null
16
725
3
2022-01-28 15:21:39.123711
Poor
No
Weekly
House
3,341
1,198,451
34
Male
1,028
Married
0
PhD
Self-Employed
27.53261
Urban
Premium
null
4
614
1
2022-10-18 15:21:39.224915
Good
Yes
Weekly
Apartment
381
1,198,452
18
Female
26,983
Divorced
1
Master's
Employed
16.122269
Suburban
Basic
1
6
573
8
2020-03-15 15:21:39.206847
Poor
Yes
Rarely
Condo
1,228
1,198,453
29
Female
111,930
Married
0
Master's
Self-Employed
35.271665
Suburban
Comprehensive
2
2
531
5
2021-01-09 15:21:39.134960
Good
No
Rarely
Apartment
2,399
1,198,454
50
Male
517
Single
4
Master's
Employed
28.469637
Suburban
Comprehensive
0
16
456
6
2023-06-19 15:21:39.130190
Poor
No
Daily
Apartment
706
1,198,455
25
Male
27,730
Divorced
3
Bachelor's
Self-Employed
33.88401
Suburban
Comprehensive
0
7
612
3
2022-03-28 15:21:39.146733
Poor
Yes
Weekly
House
928
1,198,456
29
Female
40,136
Married
2
High School
Employed
34.603692
Rural
Premium
null
1
758
3
2021-10-09 15:21:39.253660
null
Yes
Weekly
House
1,486
1,198,457
31
Male
3,722
Married
null
Master's
Employed
15.135596
Suburban
Basic
1
0
586
1
2021-11-27 15:21:39.229482
Good
No
Rarely
Condo
2,341
1,198,458
39
Male
30,761
Divorced
2
PhD
Self-Employed
25.894912
Urban
Basic
2
16
394
2
2021-04-09 15:21:39.177724
Poor
No
Monthly
Apartment
1,403
1,198,459
43
Female
61,231
Married
2
PhD
Self-Employed
28.634683
Rural
Comprehensive
2
7
456
9
2023-06-04 15:21:39.155231
Good
Yes
Rarely
House
1,317
1,198,460
45
Female
5,901
Married
0
PhD
null
24.55355
Urban
Comprehensive
null
7
511
6
2020-01-15 15:21:39.124659
Poor
No
Daily
Apartment
832
1,198,461
38
Female
43,720
Single
4
High School
null
35.819311
Suburban
Premium
1
14
731
7
2019-11-20 15:21:39.164044
Poor
Yes
Daily
House
143
1,198,462
46
Male
null
Married
0
Master's
Self-Employed
22.334911
Suburban
Comprehensive
1
11
394
7
2022-06-05 15:21:39.237118
Poor
Yes
Rarely
Condo
2,063
1,198,463
55
Female
6,655
Single
1
Bachelor's
null
14.394424
Urban
Premium
1
6
635
6
2020-08-22 15:21:39.155231
Average
Yes
Weekly
House
758
1,198,464
57
Female
23,428
Divorced
4
High School
Unemployed
29.887937
Suburban
Premium
1
19
588
2
2024-02-25 15:21:39.085129
Average
No
Rarely
Apartment
547
1,198,465
46
Male
30,379
Married
0
Master's
null
37.67888
Urban
Premium
3
12
307
6
2024-01-29 15:21:39.155231
Good
Yes
Weekly
House
517
1,198,466
19
Female
117,078
Married
1
Bachelor's
Self-Employed
28.948268
Suburban
Premium
null
11
674
6
2021-07-08 15:21:39.215386
Good
Yes
Daily
Condo
169
1,198,467
54
Male
30,779
Divorced
3
Master's
Unemployed
36.752783
Urban
Premium
0
11
552
6
2021-02-25 15:21:39.286113
Poor
Yes
Monthly
House
534
1,198,468
20
Male
3,714
Single
null
High School
null
42.241113
Rural
Premium
1
4
685
7
2021-10-15 15:21:39.279729
null
No
Monthly
Condo
1,014
1,198,469
45
Female
25,897
Married
2
High School
Unemployed
28.276414
Urban
Comprehensive
1
5
621
4
2024-01-31 15:21:39.266452
Poor
No
Daily
House
2,696
1,198,470
61
Female
44,779
Single
null
Master's
Employed
18.096154
Suburban
Basic
0
16
755
2
2024-02-01 15:21:39.134960
Good
Yes
Daily
Apartment
669
1,198,471
58
Male
34,983
Single
2
High School
Employed
30.163818
Rural
Basic
1
3
589
9
2019-11-15 15:21:39.113566
Average
Yes
Monthly
House
582
1,198,472
47
Male
30,284
Married
0
High School
Employed
28.251809
Suburban
Basic
0
13
847
9
2020-08-07 15:21:39.124659
Good
Yes
Weekly
Condo
776
1,198,473
42
Male
16,992
Single
1
PhD
Employed
15.366425
Urban
Comprehensive
1
0
672
2
2023-06-12 15:21:39.205850
Good
Yes
Monthly
Condo
624
1,198,474
47
Female
24,862
Single
1
Master's
Unemployed
25.979354
Suburban
Basic
null
4
745
6
2020-12-06 15:21:39.146733
Average
Yes
Rarely
Apartment
726
1,198,475
25
Male
9,058
Divorced
1
Bachelor's
null
15.876802
Urban
Premium
1
13
635
2
2023-06-10 15:21:39.180553
Poor
No
Monthly
Apartment
523
1,198,476
23
Female
4,064
Divorced
1
High School
Unemployed
8.17704
Suburban
Comprehensive
null
8
478
5
2022-07-20 15:21:39.179186
Average
No
Daily
Apartment
1,509
1,198,477
45
Male
78,746
Married
0
High School
null
42.724981
Rural
Basic
null
6
492
2
2024-07-23 15:21:39.279729
Average
Yes
Weekly
House
391
1,198,478
23
Female
12,053
Single
0
Bachelor's
Employed
14.247326
Rural
Comprehensive
0
4
615
2
2020-09-25 15:21:39.134960
Poor
No
Weekly
Condo
575
1,198,479
32
Male
46,780
Single
0
PhD
null
26.449029
Suburban
Premium
null
2
341
7
2019-10-18 15:21:39.155231
Good
No
Daily
Apartment
3,259
1,198,480
25
Female
64,139
Single
2
Master's
Self-Employed
8.823199
Urban
Basic
1
14
323
3
2023-08-23 15:21:39.134960
Average
No
Monthly
Condo
323
1,198,481
56
Male
43,845
Divorced
3
PhD
null
36.723962
Urban
Basic
1
7
683
9
2023-06-14 15:21:39.155231
Good
Yes
Monthly
Apartment
382
1,198,482
20
Male
143,533
Divorced
0
Master's
Self-Employed
25.898917
Urban
Basic
1
0
456
1
2021-05-21 15:21:39.271453
Poor
Yes
Weekly
House
2,484
1,198,483
52
Male
8,073
Single
3
PhD
null
27.353791
Suburban
Comprehensive
1
1
308
9
2023-03-20 15:21:39.134960
Good
No
Weekly
Apartment
1,263
1,198,484
29
Male
17
Single
4
High School
Unemployed
29.36885
Rural
Premium
0
6
543
8
2021-12-30 15:21:39.173834
Good
No
Daily
Apartment
1,331
1,198,485
47
Female
1,318
Single
0
Bachelor's
Employed
16.554785
Suburban
Basic
1
2
528
4
2024-08-14 15:21:39.133866
Poor
Yes
Monthly
House
313
1,198,486
39
Female
4,429
Married
1
High School
Unemployed
29.084116
Rural
Comprehensive
2
17
711
5
2023-06-21 15:21:39.080440
Good
Yes
Rarely
Apartment
1,733
1,198,487
35
Male
48,914
Married
1
PhD
Employed
33.595861
Urban
Basic
null
11
743
6
2022-05-18 15:21:39.271453
Poor
Yes
Daily
Apartment
284
1,198,488
34
Female
12,178
Divorced
null
Bachelor's
null
35.945368
Suburban
Premium
0
4
576
8
2022-09-16 15:21:39.148733
Poor
Yes
Monthly
Condo
1,232
1,198,489
38
Male
null
Divorced
3
High School
null
16.086092
Urban
Comprehensive
null
17
311
6
2024-03-07 15:21:39.155231
Poor
No
Rarely
Apartment
519
1,198,490
43
Male
7,991
null
1
PhD
null
28.372934
Suburban
Premium
0
0
458
3
2024-04-11 15:21:39.134960
Good
No
Weekly
Condo
803
1,198,491
58
Male
8,077
Single
2
PhD
Employed
37.181567
Urban
Comprehensive
1
1
711
6
2024-03-14 15:21:39.107553
Good
Yes
Daily
Apartment
846
1,198,492
48
Male
2,415
Married
1
Bachelor's
null
4.067429
Urban
Premium
null
4
446
7
2020-03-14 15:21:39.271453
Poor
No
Rarely
Condo
23
1,198,493
27
Male
29,173
Divorced
2
PhD
Self-Employed
31.959367
Urban
Basic
null
10
632
6
2020-11-22 15:21:39.134960
Average
No
Monthly
Apartment
4,261
1,198,494
37
Male
25,819
Divorced
0
High School
Employed
44.897404
Urban
Premium
null
6
501
6
2022-11-22 15:21:39.093681
Good
No
Weekly
Apartment
414
1,198,495
54
Male
43,717
Single
4
PhD
Self-Employed
null
Urban
Basic
3
19
677
5
2019-10-02 15:21:39.093681
Good
No
Weekly
Apartment
1,218
1,198,496
53
Male
47,704
Single
2
Master's
Employed
20.69369
Urban
Comprehensive
1
2
359
9
2019-10-23 15:21:39.081504
Average
Yes
Monthly
Condo
1,979
1,198,497
24
Male
616
Divorced
3
High School
null
22.636585
Suburban
Comprehensive
null
13
391
8
2022-06-02 15:21:39.122134
Good
No
Monthly
Apartment
1,207
1,198,498
52
Female
28,743
Divorced
4
Bachelor's
Employed
33.246977
Rural
Premium
0
12
684
8
2023-04-18 15:21:39.152732
Good
No
Monthly
Condo
570
1,198,499
26
Female
114,763
Single
2
Master's
Unemployed
47.141618
Suburban
Premium
null
3
512
2
2019-11-21 15:21:39.096739
Average
No
Rarely
House
395