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
1,162,500
62
Female
8,881
Divorced
4
Bachelor's
Unemployed
13.625614
Urban
Basic
1
18
434
1
2021-01-21 15:21:39.092127
Poor
Yes
Weekly
Apartment
397
1,162,501
22
Female
28,397
Single
4
Bachelor's
Employed
24.907974
Urban
Basic
0
18
661
6
2023-02-01 15:21:39.177724
Poor
Yes
Monthly
Condo
1,054
1,162,502
56
Female
8,894
Married
3
PhD
null
38.943151
Urban
Basic
1
3
null
4
2021-11-08 15:21:39.134960
Average
Yes
Daily
Apartment
933
1,162,503
27
Male
9,078
Divorced
0
High School
null
14.62223
Urban
Premium
0
5
472
4
2022-08-30 15:21:39.186212
Average
Yes
Daily
Apartment
1,630
1,162,504
36
Male
28,922
Married
0
Bachelor's
null
22.908465
Urban
Basic
0
0
482
1
2022-06-17 15:21:39.123711
Poor
Yes
Daily
Condo
448
1,162,505
44
Male
40,593
Single
0
Master's
Unemployed
13.052541
Urban
Premium
null
7
null
4
2021-01-12 15:21:39.181605
Good
Yes
Daily
House
1,184
1,162,506
19
Male
null
Divorced
0
Master's
Self-Employed
30.160139
Suburban
Basic
2
2
733
6
2020-04-01 15:21:39.204790
Poor
No
Monthly
Apartment
33
1,162,507
52
Male
12,073
Divorced
2
High School
Unemployed
35.539483
Rural
Premium
1
3
718
8
2020-09-19 15:21:39.237118
Poor
Yes
Monthly
Apartment
1,076
1,162,508
47
Female
9,312
Divorced
3
Bachelor's
Unemployed
16.8096
Rural
Basic
null
5
703
2
2023-01-31 15:21:39.155231
Good
No
Rarely
House
784
1,162,509
28
Female
39,078
Single
3
Master's
null
null
Rural
Comprehensive
0
15
null
3
2021-09-29 15:21:39.177724
Good
Yes
Daily
Apartment
484
1,162,510
44
Male
39,769
Divorced
1
High School
Self-Employed
15.959562
Rural
Premium
0
8
477
2
2022-07-03 15:21:39.134960
Average
Yes
Weekly
Condo
963
1,162,511
30
Male
2,673
Married
4
Master's
Unemployed
39.388566
Suburban
Basic
1
6
776
7
2023-10-07 15:21:39.267454
Average
Yes
Rarely
House
2,342
1,162,512
61
Female
null
Single
2
PhD
null
14.551973
Urban
Basic
1
16
727
3
2023-08-13 15:21:39.174719
Good
Yes
Rarely
House
268
1,162,513
61
Female
null
Divorced
4
Bachelor's
null
13.966124
Urban
Basic
null
3
626
7
2024-06-30 15:21:39.233998
Poor
Yes
Rarely
House
57
1,162,514
33
Male
7,972
Divorced
0
Master's
Employed
21.752971
Suburban
Basic
1
11
566
6
2022-01-04 15:21:39.134960
Good
Yes
Weekly
House
1,116
1,162,515
59
Male
11,525
Married
0
Master's
Employed
31.382376
Suburban
Basic
1
5
393
3
2023-11-15 15:21:39.154008
Good
Yes
Rarely
House
918
1,162,516
53
Male
2,926
Married
0
PhD
Employed
18.15696
Suburban
Basic
2
7
743
3
2021-10-06 15:21:39.216387
Average
No
Weekly
Condo
1,411
1,162,517
24
Female
18,705
Married
0
Bachelor's
Employed
33.096255
Urban
Basic
null
7
819
2
2022-06-06 15:21:39.255696
Good
No
Weekly
Apartment
327
1,162,518
45
Male
1,187
Married
4
PhD
Self-Employed
21.17492
Urban
Premium
null
15
null
4
2021-02-21 15:21:39.237118
Good
Yes
Daily
Condo
2,131
1,162,519
34
Male
51,350
Single
0
High School
Employed
8.582394
Rural
Basic
0
7
617
7
2020-04-09 15:21:39.194829
Good
No
Rarely
Condo
334
1,162,520
45
Female
8,881
Single
2
High School
null
19.894665
Suburban
Basic
null
8
null
3
2020-03-13 15:21:39.122134
Good
Yes
Rarely
Apartment
803
1,162,521
30
Female
106,771
Divorced
4
Bachelor's
Employed
10.195799
Urban
Comprehensive
0
18
476
1
2019-10-05 15:21:39.155231
Good
Yes
Daily
Condo
3,297
1,162,522
61
Male
null
Married
1
High School
null
36.993102
Urban
Premium
null
2
325
4
2024-06-12 15:21:39.176717
Average
Yes
Daily
Apartment
312
1,162,523
54
Male
68,534
Single
2
Bachelor's
Self-Employed
40.502817
Urban
Basic
0
14
607
2
2021-03-01 15:21:39.196387
Average
Yes
Rarely
Apartment
428
1,162,524
59
Male
29,892
Divorced
0
Bachelor's
Unemployed
34.751556
Rural
Basic
2
15
653
9
2022-04-02 15:21:39.111551
Good
Yes
Daily
House
705
1,162,525
52
Male
26,682
Divorced
1
Bachelor's
Unemployed
24.018722
Urban
Comprehensive
0
4
742
8
2020-12-18 15:21:39.256696
Average
No
Daily
Condo
1,878
1,162,526
41
Female
15,688
Married
0
Bachelor's
Employed
24.769663
Urban
Premium
1
4
null
1
2021-10-02 15:21:39.237118
Good
Yes
Daily
House
663
1,162,527
63
Female
14,053
null
2
PhD
Self-Employed
33.266231
Urban
Basic
2
0
667
3
2020-07-05 15:21:39.237118
Poor
Yes
Monthly
Apartment
623
1,162,528
43
Male
null
Single
3
High School
Employed
27.624735
Urban
Basic
3
2
649
9
2019-08-25 15:21:39.237118
Good
No
Daily
House
2,612
1,162,529
60
Female
36,707
Single
2
PhD
null
36.241941
Rural
Basic
0
5
833
7
2022-05-20 15:21:39.114118
Poor
No
Monthly
House
1,499
1,162,530
44
Male
46,232
Married
1
PhD
Employed
38.936686
Rural
Basic
null
17
522
2
2021-07-15 15:21:39.164044
Average
No
Monthly
House
814
1,162,531
52
Female
43,152
Divorced
1
Master's
null
29.071544
Suburban
Basic
3
17
null
8
2021-08-31 15:21:39.258696
Poor
No
Weekly
Condo
982
1,162,532
57
Female
28,530
Single
3
Master's
Employed
45.736908
Suburban
Basic
1
14
716
7
2024-06-24 15:21:39.224915
Average
No
Rarely
House
583
1,162,533
45
Male
28,561
Married
1
Master's
Employed
13.76441
Rural
Premium
null
0
617
6
2024-08-02 15:21:39.270454
Average
No
Monthly
House
821
1,162,534
45
Female
29,084
Married
1
Bachelor's
Unemployed
9.950037
Urban
Basic
1
4
433
7
2020-03-30 15:21:39.171102
Average
No
Rarely
Condo
1,713
1,162,535
57
Female
5,513
Divorced
3
High School
Self-Employed
26.156866
Rural
Premium
1
1
582
7
2022-09-11 15:21:39.107553
Good
No
Weekly
Condo
902
1,162,536
57
Male
1,644
Divorced
0
PhD
Employed
18.233869
Urban
Comprehensive
0
12
720
2
2020-04-03 15:21:39.122134
Poor
No
Weekly
Condo
293
1,162,537
37
Female
32,021
Divorced
2
Master's
null
13.955169
Suburban
Basic
0
14
600
9
2024-02-28 15:21:39.092127
Average
Yes
Rarely
Condo
1,831
1,162,538
63
Male
28,332
Single
3
PhD
null
19.266925
Rural
Comprehensive
4
5
562
3
2021-05-01 15:21:39.283783
Good
No
Daily
Condo
2,482
1,162,539
32
Male
2,666
Single
2
Bachelor's
Unemployed
31.148923
Suburban
Basic
null
4
408
7
2023-02-21 15:21:39.200452
Good
Yes
Rarely
Condo
1,207
1,162,540
34
Male
134,446
Single
0
Bachelor's
null
14.908228
Rural
Comprehensive
null
13
382
5
2023-07-05 15:21:39.221386
Poor
Yes
Weekly
House
573
1,162,541
49
Male
27,365
Married
3
Master's
Self-Employed
30.988119
Suburban
Premium
null
8
690
7
2020-09-03 15:21:39.192212
null
No
Weekly
Condo
2,319
1,162,542
52
Female
1,437
Single
1
PhD
null
null
Urban
Comprehensive
0
4
527
1
2021-08-22 15:21:39.221386
null
No
Rarely
Apartment
1,595
1,162,543
43
Male
57,898
Married
0
Bachelor's
Employed
9.92471
Urban
Premium
0
13
381
5
2023-06-18 15:21:39.196387
Poor
No
Monthly
Apartment
584
1,162,544
45
Female
30,334
Married
2
Bachelor's
Self-Employed
25.719284
Rural
Comprehensive
1
16
822
8
2021-10-07 15:21:39.281787
Good
Yes
Rarely
House
572
1,162,545
34
Male
3,852
Married
4
High School
Unemployed
45.973017
Urban
Basic
0
18
372
7
2022-08-10 15:21:39.172097
Average
Yes
Daily
House
2,962
1,162,546
32
Male
32,364
Single
0
PhD
Unemployed
22.964279
Suburban
Basic
0
8
778
9
2023-08-20 15:21:39.116179
Average
Yes
Monthly
Apartment
2,178
1,162,547
49
Male
6,979
Married
4
Master's
null
24.582589
Rural
Basic
1
17
632
2
2019-11-04 15:21:39.155231
Good
No
Monthly
House
2,615
1,162,548
56
Male
10,219
Single
2
High School
null
3.507931
Urban
Premium
null
10
null
1
2020-01-26 15:21:39.101733
Average
No
Daily
Condo
1,364
1,162,549
45
Male
6,527
Single
1
Master's
Unemployed
41.379716
Urban
Basic
0
18
456
1
2022-02-01 15:21:39.285112
Good
No
Daily
Condo
3,743
1,162,550
52
Female
9,675
Married
null
Bachelor's
null
25.091985
Urban
Comprehensive
2
18
648
3
2019-09-02 15:21:39.082499
Average
No
Rarely
Condo
301
1,162,551
45
Female
35,978
Divorced
1
Master's
null
18.164094
Suburban
Basic
0
18
431
3
2023-05-31 15:21:39.113566
Poor
Yes
Monthly
House
177
1,162,552
39
Female
20,559
Married
1
High School
Employed
4.527009
Rural
Basic
null
6
332
1
2019-10-23 15:21:39.222387
Good
No
Daily
Condo
1,592
1,162,553
27
Female
63,782
Divorced
2
High School
Unemployed
29.624397
Suburban
Basic
null
3
576
2
2021-07-31 15:21:39.193945
Good
No
Weekly
Apartment
100
1,162,554
45
Male
null
Single
1
Master's
Employed
13.785513
Suburban
Premium
0
8
311
4
2022-04-19 15:21:39.155231
Average
No
Rarely
Condo
1,239
1,162,555
43
Female
16,628
Divorced
3
High School
Self-Employed
12.786551
Suburban
Basic
null
19
488
5
2021-04-24 15:21:39.170099
Good
No
Monthly
House
166
1,162,556
39
Male
29,230
Divorced
4
Bachelor's
null
25.772576
Rural
Basic
2
18
null
6
2023-06-16 15:21:39.155231
null
No
Rarely
Apartment
1,036
1,162,557
29
Male
6,839
Divorced
3
High School
Employed
43.879379
Urban
Comprehensive
null
13
731
4
2022-03-06 15:21:39.208842
Poor
No
Monthly
Apartment
603
1,162,558
64
Male
3,738
Single
null
PhD
Employed
31.781435
Suburban
Premium
0
6
578
2
2021-08-29 15:21:39.237118
null
No
Monthly
House
828
1,162,559
54
Female
103,479
Married
0
PhD
Employed
27.39379
Urban
Comprehensive
0
7
646
8
2024-04-29 15:21:39.145732
Average
No
Rarely
House
3,908
1,162,560
33
Male
56,812
Divorced
2
Bachelor's
null
27.234449
Urban
Premium
null
3
null
9
2023-04-19 15:21:39.164044
null
No
Monthly
Condo
175
1,162,561
59
Male
26,296
Single
3
High School
null
26.292825
Rural
Basic
1
8
521
8
2020-07-10 15:21:39.204790
Average
Yes
Daily
Apartment
927
1,162,562
60
Female
86,746
Divorced
3
High School
Self-Employed
null
Rural
Basic
null
1
842
4
2021-10-01 15:21:39.214388
null
No
Rarely
Apartment
629
1,162,563
39
Male
15,198
Married
0
PhD
Self-Employed
20.904169
Urban
Comprehensive
0
10
782
2
2021-03-09 15:21:39.134960
Good
No
Weekly
Condo
2,222
1,162,564
46
Male
16,077
Married
1
Bachelor's
Self-Employed
25.69051
Rural
Premium
null
18
null
5
2022-08-21 15:21:39.132191
Good
Yes
Weekly
Condo
828
1,162,565
49
Female
73,907
Divorced
3
High School
null
9.76074
Suburban
Premium
0
15
555
1
2021-05-09 15:21:39.117183
Poor
No
Rarely
Condo
78
1,162,566
61
Male
29,279
Single
3
Bachelor's
Self-Employed
26.783368
Urban
Comprehensive
1
8
823
9
2021-04-09 15:21:39.237118
Good
No
Monthly
House
1,439
1,162,567
21
Male
16,285
Married
3
Bachelor's
null
7.231616
Rural
Comprehensive
1
17
590
8
2023-01-04 15:21:39.192212
Poor
Yes
Daily
Apartment
573
1,162,568
37
Female
147,731
Divorced
null
Bachelor's
null
10.898252
Urban
Basic
null
19
786
7
2020-06-09 15:21:39.155231
Poor
No
Weekly
Condo
326
1,162,569
18
Male
48,611
Single
0
Master's
Self-Employed
null
Rural
Basic
null
10
594
8
2021-04-24 15:21:39.092127
Good
Yes
Daily
Apartment
2,481
1,162,570
null
Male
25,672
Divorced
1
Master's
Self-Employed
7.010514
Suburban
Comprehensive
null
5
437
1
2020-10-29 15:21:39.130190
Good
Yes
Monthly
House
1,593
1,162,571
42
Female
1,145
Married
1
Master's
Self-Employed
34.879273
Urban
Comprehensive
2
9
817
9
2022-12-26 15:21:39.134960
Average
No
Rarely
Condo
27
1,162,572
39
Male
43,834
Divorced
4
High School
Self-Employed
13.240539
Suburban
Premium
0
6
637
3
2023-04-23 15:21:39.117183
Average
No
Monthly
Condo
1,051
1,162,573
49
Female
35,794
Married
4
High School
Employed
27.867437
Urban
Premium
1
2
461
1
2022-05-16 15:21:39.177724
Good
Yes
Weekly
Condo
2,114
1,162,574
61
Female
106,545
Single
2
Master's
Employed
39.785911
Rural
Premium
2
13
568
9
2022-01-30 15:21:39.134960
Average
No
Weekly
Condo
40
1,162,575
18
Female
6,997
Married
4
Master's
Self-Employed
4.836113
Suburban
Premium
0
1
847
1
2022-11-29 15:21:39.259788
Good
No
Rarely
House
39
1,162,576
42
Male
45,637
Single
1
Bachelor's
Employed
28.437814
Urban
Basic
null
4
747
6
2022-02-12 15:21:39.087123
Average
Yes
Rarely
Condo
1,514
1,162,577
59
Female
9,667
Single
2
Master's
null
38.096106
Rural
Premium
1
19
667
4
2021-10-31 15:21:39.283783
Poor
No
Daily
Condo
1,109
1,162,578
35
Male
30,691
Divorced
3
High School
Unemployed
47.63619
Rural
Comprehensive
1
3
750
5
2022-11-07 15:21:39.120168
Average
Yes
Weekly
Apartment
513
1,162,579
null
Male
78,944
Single
1
Master's
Employed
16.089313
Rural
Basic
0
6
465
9
2021-07-04 15:21:39.123711
null
No
Rarely
Apartment
1,553
1,162,580
41
Male
null
Married
4
PhD
Employed
30.732192
Urban
Comprehensive
3
16
347
1
2020-09-01 15:21:39.261856
Average
Yes
Daily
House
979
1,162,581
34
Female
18,472
Married
2
Bachelor's
Unemployed
42.944765
Suburban
Comprehensive
null
6
807
6
2023-05-01 15:21:39.192212
Poor
No
Rarely
House
654
1,162,582
31
Male
18,442
Married
2
Bachelor's
null
31.754967
Urban
Comprehensive
1
10
515
6
2020-06-25 15:21:39.194829
Average
No
Monthly
House
2,735
1,162,583
50
Male
2,673
Divorced
1
High School
Employed
11.917013
Suburban
Premium
2
16
609
5
2021-05-12 15:21:39.134960
Average
Yes
Daily
Apartment
1,598
1,162,584
62
Male
5,074
Married
null
High School
Self-Employed
33.988493
Rural
Basic
0
7
603
9
2020-02-14 15:21:39.205850
Good
Yes
Monthly
Condo
799
1,162,585
20
Male
27,264
Divorced
1
Bachelor's
Employed
26.647844
Suburban
Comprehensive
null
10
786
6
2021-05-16 15:21:39.134960
Poor
No
Weekly
Condo
1,813
1,162,586
42
Male
38,217
Divorced
0
Master's
Self-Employed
35.454409
Rural
Basic
null
16
506
3
2022-04-17 15:21:39.187211
Average
Yes
Rarely
House
516
1,162,587
39
Male
1,475
null
3
Bachelor's
Unemployed
49.766972
Urban
Premium
null
19
797
2
2023-06-15 15:21:39.079128
Average
No
Daily
Condo
1,301
1,162,588
53
Male
31,008
Single
0
Master's
Employed
4.907377
Rural
Premium
0
11
846
1
2022-02-15 15:21:39.226954
Average
Yes
Daily
Condo
1,529
1,162,589
54
Male
667
Divorced
3
Bachelor's
Self-Employed
16.584991
Suburban
Basic
2
16
691
9
2019-10-21 15:21:39.097737
Poor
No
Monthly
House
396
1,162,590
46
Male
10,157
Divorced
3
PhD
null
39.772255
Urban
Comprehensive
null
12
518
6
2021-03-04 15:21:39.155231
Good
Yes
Monthly
Apartment
923
1,162,591
59
Female
null
Single
3
PhD
Unemployed
null
Suburban
Comprehensive
null
3
587
7
2024-03-06 15:21:39.274993
Average
No
Daily
Condo
35
1,162,592
57
Male
4,909
Divorced
null
PhD
Employed
null
Rural
Comprehensive
null
7
null
6
2020-10-21 15:21:39.271453
Poor
No
Daily
House
1,166
1,162,593
54
Female
2,452
Single
3
PhD
null
5.813104
Rural
Premium
2
10
566
5
2023-09-16 15:21:39.134960
Poor
Yes
Weekly
Apartment
2,023
1,162,594
34
Male
519
Divorced
4
High School
Employed
12.619448
Urban
Basic
0
19
689
8
2021-05-07 15:21:39.253660
Poor
No
Rarely
Condo
45
1,162,595
23
Male
95,451
Divorced
4
High School
null
10.163824
Suburban
Comprehensive
0
12
425
4
2021-07-23 15:21:39.121169
Good
Yes
Weekly
House
443
1,162,596
46
Male
23,485
Married
2
High School
Unemployed
29.094479
Suburban
Basic
0
12
717
4
2022-10-24 15:21:39.155231
Poor
No
Monthly
Apartment
652
1,162,597
56
Female
2,628
Married
3
PhD
Unemployed
51.341635
Rural
Premium
1
3
833
2
2024-05-19 15:21:39.132191
Good
No
Daily
Condo
495
1,162,598
53
Male
61,240
Divorced
4
High School
Unemployed
19.049025
Urban
Comprehensive
0
17
null
7
2019-10-01 15:21:39.274993
Poor
No
Monthly
Condo
1,874
1,162,599
35
Male
10,482
Married
0
High School
Unemployed
33.847631
Rural
Premium
2
9
670
9
2022-02-25 15:21:39.246098
Average
Yes
Weekly
Condo
2,470