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
1,187,500
48
Female
1,483
Divorced
2
Master's
Employed
17.225024
Rural
Basic
null
4
null
6
2023-02-12 15:21:39.246098
Good
No
Monthly
Condo
236
1,187,501
55
Female
5,725
Divorced
1
Bachelor's
null
38.282348
Suburban
Comprehensive
0
4
312
4
2020-02-20 15:21:39.222387
Average
No
Rarely
House
639
1,187,502
57
Male
11,926
Divorced
1
PhD
null
22.145813
Suburban
Comprehensive
1
18
620
2
2020-07-21 15:21:39.170099
Average
No
Rarely
Apartment
286
1,187,503
43
Male
32,736
Single
4
High School
Unemployed
29.823683
Rural
Premium
0
6
514
6
2021-03-02 15:21:39.265513
Good
Yes
Monthly
House
2,482
1,187,504
36
Female
25,672
Married
null
High School
Self-Employed
35.433675
Suburban
Comprehensive
0
10
848
8
2024-06-16 15:21:39.237118
Average
No
Daily
Apartment
508
1,187,505
22
Male
4,395
Married
1
Bachelor's
Self-Employed
44.273041
Rural
Premium
1
10
339
3
2023-08-23 15:21:39.270454
Good
No
Monthly
Apartment
549
1,187,506
27
Female
38,786
Married
3
PhD
Employed
8.454293
Rural
Comprehensive
null
1
null
4
2023-12-05 15:21:39.095696
Average
No
Rarely
House
3,682
1,187,507
45
Female
61,769
Divorced
4
Bachelor's
Self-Employed
48.692185
Urban
Premium
2
7
845
6
2022-09-09 15:21:39.148733
Average
No
Weekly
Apartment
24
1,187,508
27
Female
6,094
Divorced
null
Master's
Employed
12.299928
Rural
Comprehensive
4
14
644
4
2022-01-23 15:21:39.231531
Average
No
Daily
House
4,094
1,187,509
62
Male
20,587
Divorced
0
PhD
Self-Employed
22.918778
Urban
Comprehensive
null
3
null
5
2024-02-05 15:21:39.121169
Good
Yes
Daily
House
686
1,187,510
35
Male
2,587
Divorced
4
Bachelor's
Unemployed
30.843223
Suburban
Premium
1
16
492
6
2022-11-07 15:21:39.172097
Average
Yes
Monthly
Apartment
855
1,187,511
33
Male
28,113
Married
1
PhD
null
38.82654
Urban
Premium
null
3
null
9
2022-05-12 15:21:39.248098
Good
No
Weekly
Apartment
537
1,187,512
45
Female
23,891
Single
4
High School
null
null
Suburban
Comprehensive
1
8
566
9
2024-02-12 15:21:39.194829
Poor
No
Weekly
House
482
1,187,513
46
Female
2,088
Divorced
1
Master's
Self-Employed
null
Rural
Premium
null
6
632
3
2021-11-23 15:21:39.172097
Average
No
Rarely
Apartment
1,257
1,187,514
55
Female
90,148
Divorced
4
Master's
Unemployed
18.958884
Urban
Comprehensive
3
10
604
5
2021-02-18 15:21:39.216387
Average
Yes
Daily
Condo
244
1,187,515
20
Male
78,844
Married
3
Bachelor's
null
25.270741
Rural
Premium
1
11
786
8
2024-08-11 15:21:39.196387
Average
No
Weekly
Apartment
174
1,187,516
47
Female
3,997
Divorced
1
High School
null
33.764359
Rural
Comprehensive
null
4
338
9
2023-12-10 15:21:39.122134
null
Yes
Rarely
Condo
3,250
1,187,517
59
Male
2,571
Single
3
Bachelor's
Self-Employed
38.697935
Urban
Comprehensive
3
18
null
3
2020-10-20 15:21:39.094752
Good
Yes
Weekly
House
629
1,187,518
28
Male
87,579
Single
3
Master's
null
21.566305
Urban
Basic
1
6
429
6
2023-11-04 15:21:39.185215
Good
No
Weekly
Condo
1,023
1,187,519
60
Female
45,343
Divorced
0
Bachelor's
Self-Employed
30.394296
Suburban
Comprehensive
3
7
666
1
2024-02-28 15:21:39.089116
Good
No
Weekly
Apartment
20
1,187,520
32
Male
null
Divorced
1
Master's
Employed
null
Urban
Basic
2
15
513
5
2022-05-25 15:21:39.134960
Good
Yes
Rarely
Apartment
1,824
1,187,521
44
Female
65,843
Married
null
Bachelor's
null
15.95546
Urban
Comprehensive
null
19
335
8
2022-03-25 15:21:39.177724
Poor
No
Monthly
Apartment
473
1,187,522
64
Male
3,068
Divorced
null
Bachelor's
null
7.997818
Suburban
Comprehensive
2
13
441
7
2021-09-30 15:21:39.235012
Average
Yes
Weekly
Condo
686
1,187,523
54
Female
667
Divorced
4
Bachelor's
Unemployed
null
Urban
Basic
null
4
794
1
2022-01-28 15:21:39.134960
Good
No
Daily
House
825
1,187,524
45
Male
24,549
Single
4
PhD
Employed
9.98191
Rural
Premium
null
3
null
7
2019-11-30 15:21:39.105504
Good
Yes
Monthly
Apartment
782
1,187,525
46
Male
49,017
Divorced
1
Master's
Employed
17.051314
Suburban
Premium
null
1
403
3
2024-06-25 15:21:39.261856
Average
Yes
Weekly
Condo
1,311
1,187,526
21
Male
122,531
Single
3
High School
null
11.980426
Rural
Comprehensive
0
9
454
4
2021-06-10 15:21:39.289099
Good
Yes
Rarely
Apartment
1,167
1,187,527
18
Female
27,604
Single
4
PhD
null
9.096391
Suburban
Comprehensive
1
4
698
6
2021-06-30 15:21:39.288099
Good
Yes
Daily
Apartment
382
1,187,528
31
Female
73,416
Single
1
Master's
Employed
51.96619
Urban
Premium
0
13
764
7
2021-07-04 15:21:39.237118
Good
No
Rarely
Condo
468
1,187,529
46
Male
31,140
Divorced
1
Bachelor's
Unemployed
20.977489
Urban
Comprehensive
0
19
349
8
2020-02-02 15:21:39.254678
Good
No
Weekly
Apartment
547
1,187,530
43
Female
2,458
Single
1
Master's
Employed
17.816963
Suburban
Premium
0
16
739
7
2021-01-08 15:21:39.143708
Good
No
Rarely
House
201
1,187,531
23
Female
39,769
Single
3
Master's
Employed
31.248958
Suburban
Basic
1
7
727
2
2022-07-15 15:21:39.134960
Average
No
Rarely
Condo
822
1,187,532
22
Female
13,759
Married
3
Bachelor's
Self-Employed
36.917804
Urban
Comprehensive
1
9
811
4
2020-08-17 15:21:39.102694
Poor
Yes
Weekly
Apartment
1,467
1,187,533
51
Female
2,371
Married
2
PhD
Employed
34.078941
Rural
Premium
0
6
502
9
2023-10-06 15:21:39.090124
Good
No
Weekly
House
1,152
1,187,534
64
Female
6,866
Single
4
Master's
Employed
22.869359
Suburban
Premium
null
9
734
9
2024-01-13 15:21:39.085129
Poor
No
Daily
House
2,772
1,187,535
61
Male
707
Single
4
Bachelor's
Unemployed
19.816592
Suburban
Basic
null
16
659
1
2020-04-14 15:21:39.272456
null
No
Monthly
Apartment
669
1,187,536
42
Female
1,026
Single
null
PhD
Employed
22.081867
Rural
Premium
4
19
614
5
2024-06-28 15:21:39.147735
Average
No
Rarely
Apartment
1,055
1,187,537
23
Male
26,963
Divorced
3
Master's
Employed
8.082913
Suburban
Basic
0
0
552
1
2020-06-02 15:21:39.155231
Good
Yes
Monthly
Condo
1,069
1,187,538
21
Female
20,507
Single
1
High School
Self-Employed
38.274896
Rural
Premium
0
18
451
9
2023-06-15 15:21:39.289099
Poor
Yes
Monthly
Apartment
1,590
1,187,539
20
Male
11,152
Divorced
1
PhD
Self-Employed
22.141507
Urban
Comprehensive
0
19
759
9
2022-04-20 15:21:39.276388
Average
No
Monthly
Condo
439
1,187,540
55
Male
40,978
Married
4
High School
Self-Employed
47.502643
Rural
Basic
0
7
602
2
2021-12-21 15:21:39.287115
Average
No
Weekly
House
1,766
1,187,541
24
Male
36,015
Married
2
Master's
Employed
28.724376
Rural
Comprehensive
null
15
626
8
2024-02-18 15:21:39.279729
Poor
Yes
Rarely
Apartment
946
1,187,542
34
Male
579
Married
2
Bachelor's
Unemployed
11.816863
Urban
Premium
null
3
832
8
2023-03-22 15:21:39.155231
Poor
Yes
Monthly
Apartment
23
1,187,543
34
Female
30,156
Single
0
Bachelor's
Self-Employed
36.75651
Suburban
Comprehensive
null
2
581
2
2022-09-02 15:21:39.080440
Average
No
Monthly
Condo
2,950
1,187,544
55
Female
24,863
Married
3
Master's
Employed
8.083669
Urban
Premium
null
18
405
6
2023-07-09 15:21:39.252145
Poor
Yes
Daily
House
948
1,187,545
21
Male
28,163
Single
0
High School
Self-Employed
null
Urban
Comprehensive
null
16
543
3
2023-04-15 15:21:39.134960
Poor
Yes
Daily
Apartment
524
1,187,546
52
Male
26,444
Divorced
4
Master's
Employed
40.883581
Urban
Comprehensive
1
13
427
9
2020-02-21 15:21:39.134960
Average
No
Daily
House
642
1,187,547
47
Male
103,854
Single
4
Bachelor's
Self-Employed
47.246734
Suburban
Basic
0
8
431
1
2024-02-10 15:21:39.220389
Good
Yes
Daily
Condo
909
1,187,548
null
Male
568
Single
4
High School
Employed
14.639646
Urban
Premium
2
3
839
6
2023-01-02 15:21:39.155231
Poor
Yes
Rarely
Apartment
1,391
1,187,549
47
Male
35,754
Divorced
4
High School
null
39.769326
Urban
Comprehensive
1
19
818
1
2022-06-12 15:21:39.132191
Poor
Yes
Monthly
House
454
1,187,550
27
Male
35,989
Married
3
High School
Self-Employed
3.959686
Suburban
Comprehensive
2
8
null
1
2020-09-27 15:21:39.154008
Poor
Yes
Weekly
Apartment
2,286
1,187,551
55
Male
4,828
Single
3
Bachelor's
Employed
19.965945
Rural
Basic
0
3
837
9
2024-04-10 15:21:39.206847
null
No
Daily
Condo
334
1,187,552
53
Male
18,577
Married
3
Bachelor's
Self-Employed
12.85324
Rural
Comprehensive
0
14
643
5
2021-09-27 15:21:39.134960
Poor
Yes
Monthly
Apartment
101
1,187,553
20
Male
3,817
Married
3
High School
null
14.055492
Urban
Premium
2
17
644
6
2023-10-20 15:21:39.288099
Poor
Yes
Weekly
House
2,096
1,187,554
34
Female
16,023
Single
4
High School
Self-Employed
19.695128
Rural
Comprehensive
null
8
null
4
2021-07-29 15:21:39.222387
Good
Yes
Rarely
Apartment
681
1,187,555
47
Female
45,439
Married
2
Master's
Self-Employed
null
Suburban
Basic
1
3
836
6
2021-11-18 15:21:39.092127
Poor
Yes
Weekly
Condo
1,176
1,187,556
29
Male
43,463
Single
1
Bachelor's
null
31.335058
Suburban
Comprehensive
null
4
null
1
2021-01-18 15:21:39.186212
Poor
Yes
Daily
House
582
1,187,557
31
Male
40,891
Married
0
Master's
Self-Employed
22.847506
Rural
Basic
null
17
776
1
2022-03-08 15:21:39.228521
Good
No
Rarely
Condo
1,128
1,187,558
32
Female
1,299
Divorced
1
PhD
null
4.753509
Suburban
Premium
3
10
454
5
2024-08-05 15:21:39.096739
Poor
Yes
Daily
Apartment
1,383
1,187,559
24
Female
3,645
Single
3
Bachelor's
null
11.719098
Suburban
Comprehensive
1
5
603
5
2022-11-25 15:21:39.094752
null
Yes
Monthly
Condo
961
1,187,560
37
Male
28,723
Married
3
PhD
null
47.366858
Urban
Premium
2
4
706
5
2021-04-22 15:21:39.134960
Poor
Yes
Weekly
Condo
565
1,187,561
41
Female
108,767
Single
0
Master's
Self-Employed
15.816389
Rural
Comprehensive
null
7
424
2
2021-11-11 15:21:39.205850
Poor
Yes
Weekly
Condo
1,077
1,187,562
null
Female
24,713
Divorced
4
High School
Employed
29.492461
Rural
Premium
null
10
432
1
2022-08-01 15:21:39.147735
Poor
Yes
Rarely
Apartment
639
1,187,563
57
Female
39,711
Married
4
Master's
Unemployed
21.868992
Rural
Premium
null
11
602
5
2023-05-28 15:21:39.102694
Good
Yes
Rarely
House
618
1,187,564
35
Male
34,389
Married
0
High School
Self-Employed
18.78868
Urban
Basic
0
1
629
5
2021-02-22 15:21:39.271453
Average
Yes
Rarely
Apartment
1,042
1,187,565
31
Male
28,408
Divorced
0
Master's
null
18.140845
Urban
Comprehensive
3
5
null
5
2021-03-02 15:21:39.081504
Good
No
Weekly
Condo
1,838
1,187,566
40
Male
87,263
Married
0
Bachelor's
null
13.94464
Urban
Comprehensive
1
17
752
5
2020-08-12 15:21:39.204790
Average
No
Monthly
House
284
1,187,567
59
Male
4,077
Divorced
1
PhD
Employed
32.373918
Rural
Premium
1
3
473
1
2022-10-24 15:21:39.219432
Average
Yes
Monthly
Apartment
479
1,187,568
29
Female
14,094
Divorced
3
Bachelor's
Unemployed
28.566767
Urban
Basic
0
15
731
6
2023-08-14 15:21:39.253660
Good
No
Weekly
House
901
1,187,569
18
Male
7,082
Single
3
Master's
Employed
15.442288
Suburban
Premium
0
17
388
8
2020-12-12 15:21:39.095696
null
Yes
Monthly
Condo
1,071
1,187,570
63
Female
38,426
Married
0
Master's
Self-Employed
12.914472
Suburban
Premium
null
14
478
2
2024-05-23 15:21:39.271453
Good
Yes
Monthly
House
27
1,187,571
59
Male
37,089
Married
1
High School
null
5.670948
Rural
Comprehensive
null
2
741
8
2024-01-07 15:21:39.285112
Average
Yes
Weekly
House
23
1,187,572
61
Male
58,305
Married
1
PhD
null
8.242675
Rural
Basic
1
2
310
2
2023-09-04 15:21:39.182597
Poor
Yes
Rarely
House
2,356
1,187,573
37
Female
26,166
Married
3
Bachelor's
Employed
19.724841
Suburban
Comprehensive
2
12
379
5
2022-05-26 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,966
1,187,574
53
Female
7,073
Divorced
1
Master's
Self-Employed
40.928445
Rural
Premium
null
2
558
4
2024-02-09 15:21:39.134960
Average
No
Rarely
Apartment
753
1,187,575
42
Female
38,637
Divorced
4
PhD
null
7.091867
Suburban
Basic
null
8
null
6
2022-06-27 15:21:39.281787
Poor
No
Monthly
Condo
691
1,187,576
45
Female
29,098
Divorced
4
Bachelor's
Employed
28.441347
Suburban
Premium
3
11
587
5
2020-10-27 15:21:39.252145
Good
No
Monthly
Condo
832
1,187,577
60
Female
4,026
Single
2
High School
Employed
24.538878
Urban
Basic
null
2
709
6
2022-08-07 15:21:39.180553
Good
Yes
Monthly
House
2,108
1,187,578
50
Male
6,920
Divorced
0
Master's
Employed
11.724134
Urban
Basic
3
6
734
9
2023-06-11 15:21:39.226954
Good
No
Daily
House
940
1,187,579
55
Male
39,681
Divorced
1
PhD
Employed
28.078921
Urban
Basic
0
3
488
8
2023-05-03 15:21:39.213373
Average
No
Monthly
House
1,327
1,187,580
32
Male
18,053
Divorced
2
Bachelor's
null
41.151207
Rural
Basic
null
11
843
1
2022-05-22 15:21:39.134960
Poor
No
Monthly
Apartment
1,282
1,187,581
31
Female
19,080
Single
2
High School
Self-Employed
31.353571
Suburban
Basic
null
11
509
7
2023-05-22 15:21:39.212862
Average
No
Rarely
Apartment
1,787
1,187,582
32
Male
40,892
Divorced
1
Bachelor's
null
39.937684
Rural
Premium
null
6
409
3
2022-03-10 15:21:39.179186
Good
No
Daily
Condo
722
1,187,583
59
Female
72,214
Married
4
Master's
null
17.693822
Urban
Basic
0
2
519
7
2022-01-10 15:21:39.216387
Good
Yes
Rarely
Condo
119
1,187,584
19
Female
3,717
Married
3
High School
Unemployed
32.957001
Urban
Comprehensive
null
11
547
1
2022-06-13 15:21:39.279729
Poor
Yes
Monthly
House
300
1,187,585
37
Female
null
Married
4
High School
null
10.967704
Suburban
Basic
3
11
723
3
2022-02-13 15:21:39.207847
Good
Yes
Weekly
Condo
1,879
1,187,586
45
Female
21,632
Single
0
PhD
Unemployed
32.446631
Suburban
Premium
null
12
725
4
2022-02-12 15:21:39.287115
Average
No
Rarely
Apartment
39
1,187,587
61
Male
24,268
Single
3
Master's
Employed
24.959355
Suburban
Premium
null
7
647
9
2023-04-05 15:21:39.261856
Good
No
Rarely
Apartment
1,001
1,187,588
38
Male
45,589
Divorced
2
Master's
null
17.979383
Urban
Comprehensive
null
13
792
6
2023-05-03 15:21:39.283783
Good
Yes
Monthly
House
711
1,187,589
41
Male
2,639
Divorced
3
PhD
Unemployed
10.352799
Urban
Premium
null
18
501
9
2021-05-30 15:21:39.205850
Good
No
Rarely
Condo
565
1,187,590
58
Female
81,040
Divorced
2
Master's
null
null
Urban
Basic
2
4
531
7
2021-09-26 15:21:39.226954
Poor
No
Daily
House
3,237
1,187,591
25
Male
958
Married
0
Master's
Self-Employed
21.549023
Urban
Comprehensive
null
18
536
1
2022-11-16 15:21:39.245086
Poor
No
Weekly
House
3,461
1,187,592
19
Female
80,136
Single
4
High School
null
13.843012
Suburban
Premium
0
0
736
8
2021-09-11 15:21:39.220389
Average
Yes
Monthly
Condo
119
1,187,593
40
Male
78,857
Divorced
0
Master's
Unemployed
31.681991
Suburban
Comprehensive
1
19
694
7
2021-03-15 15:21:39.268507
Poor
Yes
Monthly
Apartment
42
1,187,594
21
Female
14,983
Divorced
4
Bachelor's
Employed
8.827608
Rural
Premium
2
5
689
3
2024-06-03 15:21:39.091080
null
No
Rarely
House
695
1,187,595
46
Female
60,589
Single
3
Bachelor's
null
26.827732
Urban
Comprehensive
1
6
400
7
2022-08-08 15:21:39.134960
Good
Yes
Rarely
Condo
795
1,187,596
60
Male
535
Married
4
Master's
Employed
null
Rural
Basic
null
18
564
5
2020-11-01 15:21:39.208842
null
Yes
Weekly
Condo
1,313
1,187,597
21
Male
47,774
Divorced
4
High School
Unemployed
5.716541
Suburban
Premium
0
2
761
1
2023-09-21 15:21:39.134960
Good
Yes
Monthly
Condo
356
1,187,598
null
Male
32,089
Single
2
High School
null
20.388625
Suburban
Basic
null
15
447
4
2020-07-18 15:21:39.221386
Average
No
Monthly
Apartment
100
1,187,599
56
Female
26,324
Divorced
0
High School
Employed
31.645908
Urban
Basic
3
15
null
2
2021-07-04 15:21:39.134960
Good
Yes
Monthly
Apartment
1,423