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
1,173,500
49
Male
5,965
Divorced
null
High School
null
7.053764
Rural
Premium
0
17
663
2
2024-07-31 15:21:39.080440
Poor
No
Daily
House
2,948
1,173,501
64
Female
25,604
Single
1
High School
Unemployed
33.601899
Urban
Comprehensive
1
5
804
6
2023-02-17 15:21:39.124659
Average
No
Weekly
House
1,284
1,173,502
55
Female
12,324
Married
3
PhD
null
24.809625
Urban
Comprehensive
1
4
762
9
2023-09-02 15:21:39.237118
Average
No
Weekly
House
2,209
1,173,503
19
Male
9,313
Married
2
High School
Employed
22.843137
Rural
Premium
1
18
786
9
2023-09-29 15:21:39.085129
Average
No
Monthly
Condo
1,263
1,173,504
56
Male
31,371
Married
3
Master's
Unemployed
15.919431
Suburban
Basic
null
15
null
1
2023-07-07 15:21:39.254678
null
Yes
Monthly
House
508
1,173,505
20
Male
35,192
Divorced
3
PhD
Employed
21.759625
Suburban
Premium
null
7
636
4
2023-05-09 15:21:39.085129
Average
No
Daily
House
528
1,173,506
32
Female
18,199
Married
3
PhD
Unemployed
9.079445
Rural
Comprehensive
3
5
407
4
2020-10-24 15:21:39.190215
Good
No
Monthly
Condo
1,203
1,173,507
51
Female
40,975
Single
0
PhD
Employed
42.763227
Suburban
Comprehensive
null
14
498
8
2024-04-06 15:21:39.150730
Poor
Yes
Rarely
Condo
1,216
1,173,508
null
Male
35,256
Single
3
Bachelor's
Self-Employed
17.392987
Rural
Premium
0
7
510
1
2024-08-10 15:21:39.281787
Average
No
Rarely
Apartment
621
1,173,509
52
Female
99,348
Single
0
High School
Unemployed
24.481406
Suburban
Comprehensive
null
10
586
1
2022-12-13 15:21:39.149731
Good
Yes
Monthly
Apartment
197
1,173,510
52
Female
45,967
Married
2
Master's
Unemployed
33.550108
Urban
Comprehensive
2
16
625
7
2023-12-19 15:21:39.155231
Good
Yes
Rarely
House
2,093
1,173,511
23
Male
591
Divorced
0
Master's
Self-Employed
12.25001
Rural
Comprehensive
null
19
450
8
2020-06-02 15:21:39.119168
Average
Yes
Weekly
Condo
611
1,173,512
48
Male
28,204
Divorced
null
PhD
Employed
9.739728
Urban
Premium
1
14
583
9
2021-10-25 15:21:39.113566
Average
No
Monthly
House
1,748
1,173,513
23
Female
35,200
Single
null
PhD
Self-Employed
29.457907
Urban
Comprehensive
0
9
663
1
2020-02-08 15:21:39.176717
Average
No
Monthly
Condo
495
1,173,514
45
Female
23,767
Married
0
PhD
Employed
38.888057
Urban
Comprehensive
null
7
307
8
2021-04-29 15:21:39.172097
Poor
No
Monthly
House
2,796
1,173,515
61
Female
6,527
Single
4
PhD
Employed
35.691896
Urban
Basic
0
3
466
1
2021-12-15 15:21:39.176717
Good
No
Monthly
House
1,219
1,173,516
47
Female
63,872
null
null
PhD
Self-Employed
38.052698
Rural
Comprehensive
0
4
731
8
2021-01-10 15:21:39.272456
Average
Yes
Weekly
House
431
1,173,517
23
Female
44,937
Divorced
4
PhD
null
10.072577
Rural
Basic
null
6
710
7
2019-09-08 15:21:39.233485
Poor
Yes
Monthly
Apartment
1,484
1,173,518
49
Female
34,380
Married
4
Master's
null
14.477941
Urban
Comprehensive
null
11
null
7
2023-03-11 15:21:39.186212
Good
Yes
Weekly
House
522
1,173,519
35
Male
509
Married
4
High School
Self-Employed
20.633494
Rural
Premium
1
7
647
3
2021-11-08 15:21:39.237118
null
No
Rarely
Apartment
959
1,173,520
43
Male
17,458
Single
3
Bachelor's
null
25.493947
Urban
Premium
null
8
805
1
2022-07-28 15:21:39.264504
Average
Yes
Monthly
Apartment
1,621
1,173,521
32
Male
35,239
Divorced
null
Master's
null
12.558345
Rural
Comprehensive
2
0
645
6
2024-03-16 15:21:39.087123
Good
No
Daily
House
1,515
1,173,522
33
Female
40,753
Single
2
PhD
Employed
13.079381
Suburban
Comprehensive
0
8
584
9
2023-01-02 15:21:39.079128
Poor
Yes
Rarely
Apartment
2,104
1,173,523
51
Male
5,837
Divorced
2
Bachelor's
null
34.869808
Suburban
Comprehensive
1
16
461
8
2019-08-18 15:21:39.222387
Good
Yes
Daily
Apartment
1,664
1,173,524
49
Female
26,961
Single
2
Master's
Employed
12.553604
Rural
Comprehensive
1
18
491
2
2022-03-20 15:21:39.149731
Good
Yes
Rarely
Condo
1,989
1,173,525
24
Male
1,580
Divorced
2
PhD
Self-Employed
22.087341
Rural
Premium
2
9
393
9
2021-04-22 15:21:39.222387
Average
Yes
Weekly
Apartment
80
1,173,526
29
Male
51,441
Single
0
Bachelor's
Unemployed
11.935106
Rural
Comprehensive
null
1
683
2
2022-07-24 15:21:39.167099
Average
Yes
Rarely
Apartment
218
1,173,527
42
Female
53,620
Divorced
4
Bachelor's
null
25.36388
Suburban
Basic
1
19
658
6
2023-06-09 15:21:39.087123
null
No
Rarely
Apartment
24
1,173,528
31
Female
25,984
Divorced
3
Bachelor's
Unemployed
29.176881
Urban
Basic
null
15
825
9
2019-11-22 15:21:39.086123
Average
Yes
Rarely
Apartment
2,070
1,173,529
48
Female
132,583
Single
2
Master's
null
12.848671
Suburban
Comprehensive
null
17
356
9
2021-07-15 15:21:39.232526
Poor
No
Weekly
Apartment
440
1,173,530
28
Female
18,340
Divorced
1
Bachelor's
null
35.837458
Suburban
Comprehensive
null
1
549
8
2021-01-19 15:21:39.244069
Average
Yes
Monthly
House
664
1,173,531
44
Male
1,270
Married
3
Bachelor's
Self-Employed
16.622606
Suburban
Comprehensive
null
5
376
4
2024-05-25 15:21:39.088124
Poor
No
Weekly
Condo
989
1,173,532
59
Female
10,410
Married
0
Bachelor's
Employed
44.746389
Urban
Comprehensive
null
11
742
7
2022-01-31 15:21:39.258696
Poor
No
Rarely
Condo
384
1,173,533
32
Female
45,118
Divorced
2
Bachelor's
Self-Employed
28.151488
Urban
Premium
null
6
639
4
2020-11-20 15:21:39.166062
Good
Yes
Rarely
Condo
343
1,173,534
47
Male
3,870
Single
0
Master's
Self-Employed
null
Suburban
Premium
null
11
558
5
2022-12-20 15:21:39.134960
Good
Yes
Daily
House
541
1,173,535
25
Male
90,515
Single
1
High School
null
34.381728
Suburban
Comprehensive
null
6
311
5
2022-03-22 15:21:39.226954
Average
Yes
Weekly
House
522
1,173,536
42
Male
60,553
Married
0
Master's
Employed
null
Rural
Basic
null
3
null
6
2021-01-19 15:21:39.168099
Average
No
Rarely
Condo
2,296
1,173,537
61
Female
85,846
Married
2
Master's
null
25.547356
Suburban
Premium
null
7
849
2
2023-07-03 15:21:39.237118
null
Yes
Monthly
House
2,659
1,173,538
62
Female
8,997
Married
1
Master's
Unemployed
14.676441
Urban
Comprehensive
3
7
671
1
2021-01-11 15:21:39.143708
Average
No
Monthly
House
2,861
1,173,539
47
Female
34,984
Married
null
Master's
Self-Employed
45.729461
Urban
Basic
0
18
304
5
2023-08-12 15:21:39.091080
Poor
Yes
Daily
Apartment
1,325
1,173,540
41
Male
10,881
Married
4
Master's
null
24.63879
Suburban
Comprehensive
null
13
368
2
2020-01-20 15:21:39.223901
Good
Yes
Monthly
Apartment
647
1,173,541
18
Female
4,639
Married
4
PhD
Employed
34.781777
Rural
Basic
null
9
680
4
2020-07-19 15:21:39.092127
Good
Yes
Daily
Condo
105
1,173,542
63
Male
40,930
Married
4
PhD
Unemployed
47.592225
Suburban
Comprehensive
2
13
799
4
2022-11-08 15:21:39.237118
Average
No
Monthly
Condo
1,242
1,173,543
56
Female
12,983
Single
0
High School
Unemployed
33.938492
Urban
Basic
2
0
675
5
2023-04-23 15:21:39.170099
Good
No
Monthly
Condo
1,009
1,173,544
55
Male
108,548
Single
2
Bachelor's
Self-Employed
null
Rural
Basic
2
1
759
5
2022-01-16 15:21:39.134960
Good
No
Monthly
House
2,675
1,173,545
41
Male
11,943
Divorced
0
High School
null
26.2469
Suburban
Comprehensive
1
8
null
4
2020-11-30 15:21:39.145732
Good
No
Daily
House
1,047
1,173,546
24
Male
17,087
Divorced
1
PhD
null
21.753078
Suburban
Comprehensive
3
4
637
9
2023-12-21 15:21:39.134960
Poor
Yes
Weekly
Apartment
716
1,173,547
60
Female
39,401
Divorced
3
High School
Employed
24.396256
Rural
Premium
2
17
588
2
2024-07-09 15:21:39.155231
null
Yes
Monthly
House
2,208
1,173,548
52
Female
17,069
Single
3
Bachelor's
null
47.937154
Suburban
Basic
0
7
727
7
2021-03-14 15:21:39.134960
Poor
Yes
Rarely
Condo
814
1,173,549
51
Male
17,982
Married
4
High School
null
12.849684
Urban
Basic
1
11
null
2
2021-01-15 15:21:39.155231
Good
No
Monthly
Apartment
721
1,173,550
47
Female
7,097
Single
0
Bachelor's
Self-Employed
11.927897
Rural
Comprehensive
2
13
569
4
2020-12-26 15:21:39.288099
Good
No
Rarely
Condo
811
1,173,551
27
Male
12,810
Divorced
4
PhD
Unemployed
22.948011
Urban
Premium
null
9
642
4
2022-02-05 15:21:39.134960
Poor
No
Daily
Condo
739
1,173,552
47
Female
23,984
Married
0
Bachelor's
null
36.567233
Urban
Basic
1
12
725
1
2023-12-05 15:21:39.134960
Poor
No
Rarely
House
611
1,173,553
56
Female
57,113
Married
null
High School
Unemployed
10.977961
Suburban
Premium
null
11
610
4
2022-10-31 15:21:39.134960
Poor
No
Monthly
House
265
1,173,554
36
Female
10,016
Married
3
PhD
null
18.977879
Rural
Comprehensive
0
2
610
1
2021-03-13 15:21:39.237118
Poor
No
Daily
Apartment
577
1,173,555
55
Female
null
Single
null
Master's
Unemployed
21.445789
Urban
Premium
2
6
452
2
2021-10-07 15:21:39.092127
Poor
Yes
Daily
House
664
1,173,556
37
Female
56,718
Divorced
4
Master's
Unemployed
39.60762
Rural
Premium
1
19
464
3
2020-07-20 15:21:39.233485
null
Yes
Monthly
Apartment
673
1,173,557
51
Male
34,405
Married
0
Bachelor's
null
38.310577
Suburban
Comprehensive
null
19
328
3
2019-09-02 15:21:39.181605
null
Yes
Monthly
Apartment
1,439
1,173,558
42
Male
13,894
Single
null
Bachelor's
null
28.59287
Urban
Premium
1
14
620
6
2020-12-02 15:21:39.179186
Good
Yes
Daily
House
661
1,173,559
63
Male
15,387
Single
2
Bachelor's
Employed
8.390475
Rural
Comprehensive
null
7
785
4
2020-04-27 15:21:39.237118
Average
No
Rarely
Apartment
805
1,173,560
54
Male
3,243
Divorced
1
Master's
Employed
44.059025
Rural
Premium
1
0
null
8
2020-02-03 15:21:39.134960
null
No
Rarely
Condo
467
1,173,561
62
Male
103,428
Single
0
Master's
null
14.715448
Suburban
Premium
0
2
null
4
2021-06-22 15:21:39.096739
Good
No
Monthly
Condo
153
1,173,562
38
Female
30,221
Divorced
0
Master's
Self-Employed
26.966341
Suburban
Premium
1
14
622
5
2021-02-12 15:21:39.155231
Good
Yes
Weekly
Apartment
1,519
1,173,563
53
Male
43,715
Divorced
1
Master's
null
10.869361
Rural
Comprehensive
null
3
495
4
2022-05-14 15:21:39.149731
Average
No
Daily
Apartment
581
1,173,564
63
Female
43,744
Married
3
Master's
Employed
9.01144
Rural
Premium
1
18
579
4
2022-09-10 15:21:39.164044
Poor
Yes
Daily
Condo
2,976
1,173,565
19
Female
45,475
Divorced
0
High School
null
50.702088
Rural
Basic
2
11
846
7
2022-09-24 15:21:39.205850
Poor
No
Rarely
Condo
303
1,173,566
35
Male
6,207
Single
0
PhD
Self-Employed
26.052096
Urban
Comprehensive
0
4
694
3
2022-01-09 15:21:39.222387
Good
Yes
Monthly
Apartment
739
1,173,567
21
Female
648
Married
2
Bachelor's
Unemployed
13.651917
Rural
Premium
0
12
561
9
2024-07-02 15:21:39.281787
null
Yes
Weekly
Apartment
836
1,173,568
52
Male
19,571
Divorced
1
PhD
Unemployed
29.958479
Urban
Basic
0
6
699
1
2022-07-23 15:21:39.134960
Good
Yes
Weekly
Condo
1,029
1,173,569
46
Female
35,559
Divorced
0
Bachelor's
Unemployed
20.665066
Urban
Premium
0
13
598
1
2020-09-10 15:21:39.146733
Average
No
Rarely
Apartment
283
1,173,570
63
Female
362
Married
1
High School
null
31.756655
Urban
Comprehensive
0
16
null
4
2020-11-05 15:21:39.097737
Average
Yes
Weekly
House
1,553
1,173,571
59
Female
null
Married
0
Bachelor's
Employed
27.737771
Suburban
Basic
0
9
509
2
2024-06-28 15:21:39.175719
Good
No
Daily
Apartment
29
1,173,572
37
Male
44,618
Divorced
null
High School
null
44.638448
Urban
Comprehensive
1
7
666
6
2020-04-03 15:21:39.236064
Poor
No
Weekly
Apartment
1,073
1,173,573
29
Female
27,274
Divorced
0
High School
null
37.482977
Rural
Comprehensive
null
16
null
4
2021-11-05 15:21:39.145732
Good
Yes
Weekly
House
1,207
1,173,574
30
Female
5,094
Divorced
3
High School
Self-Employed
21.053197
Suburban
Comprehensive
null
9
569
9
2019-09-08 15:21:39.192212
Average
No
Daily
House
1,056
1,173,575
46
Male
3,724
Divorced
0
PhD
Employed
14.732128
Urban
Premium
null
8
381
8
2022-03-30 15:21:39.285112
Poor
Yes
Monthly
House
1,651
1,173,576
43
Female
12,085
Married
3
Master's
Employed
28.08209
Rural
Premium
3
0
701
5
2020-07-31 15:21:39.213373
Good
No
Weekly
Condo
2,266
1,173,577
42
Female
10,881
Married
1
Bachelor's
null
40.636937
Urban
Basic
1
3
625
5
2024-02-21 15:21:39.279729
Average
Yes
Monthly
House
1,061
1,173,578
58
Female
null
Single
2
Master's
Self-Employed
27.493284
Urban
Comprehensive
0
18
305
5
2022-05-07 15:21:39.155231
Good
Yes
Weekly
House
2,771
1,173,579
38
Female
45,622
Single
4
PhD
Self-Employed
7.882049
Suburban
Basic
1
5
674
4
2023-10-17 15:21:39.095696
Average
No
Rarely
House
881
1,173,580
40
Male
62,869
Divorced
3
PhD
null
50.928284
Urban
Comprehensive
1
16
500
1
2023-11-12 15:21:39.172097
Average
Yes
Monthly
Condo
23
1,173,581
58
Male
3,070
Single
null
PhD
Unemployed
null
Suburban
Basic
0
13
583
5
2023-01-25 15:21:39.134960
Good
No
Weekly
House
1,025
1,173,582
27
Male
46,956
Married
2
Master's
Unemployed
43.146428
Urban
Basic
1
12
308
9
2022-03-17 15:21:39.091080
Poor
Yes
Rarely
House
676
1,173,583
56
Male
90,613
Married
1
Master's
null
51.416718
Rural
Basic
null
2
668
9
2019-11-03 15:21:39.207847
Good
No
Weekly
Apartment
473
1,173,584
38
Male
1,679
Divorced
0
Bachelor's
Self-Employed
20.564265
Suburban
Basic
1
18
439
7
2020-07-09 15:21:39.192212
Poor
No
Rarely
Condo
1,225
1,173,585
55
Female
43,414
Single
4
High School
Unemployed
26.098787
Rural
Basic
1
12
602
5
2020-03-30 15:21:39.144722
Poor
No
Rarely
Apartment
100
1,173,586
52
Male
68,874
Single
1
Bachelor's
null
24.337556
Suburban
Premium
2
11
846
2
2024-03-17 15:21:39.196387
Good
Yes
Daily
Apartment
24
1,173,587
56
Male
6,098
Married
3
PhD
Self-Employed
25.129475
Urban
Basic
2
16
662
9
2020-09-14 15:21:39.203442
Poor
No
Weekly
Apartment
1,547
1,173,588
19
Female
52,457
Married
0
PhD
Unemployed
12.873162
Urban
Premium
0
3
543
3
2020-03-20 15:21:39.186212
Poor
No
Daily
Condo
162
1,173,589
37
Female
24,259
Single
3
PhD
Self-Employed
10.335526
Suburban
Basic
0
0
436
5
2023-06-10 15:21:39.180553
Average
Yes
Rarely
Apartment
1,677
1,173,590
42
Male
3,967
Divorced
2
Bachelor's
Employed
11.358079
Suburban
Comprehensive
1
0
469
4
2022-10-05 15:21:39.086123
Average
Yes
Rarely
House
656
1,173,591
25
Male
24,991
Divorced
3
PhD
Self-Employed
null
Suburban
Premium
0
0
null
4
2022-08-07 15:21:39.237118
Poor
Yes
Daily
Apartment
1,524
1,173,592
55
Male
51,313
Single
3
Master's
null
null
Suburban
Comprehensive
1
10
427
6
2024-01-18 15:21:39.224915
Average
No
Daily
Condo
1,758
1,173,593
28
Male
14,537
Single
null
Bachelor's
Self-Employed
18.930712
Rural
Comprehensive
1
16
356
4
2023-02-24 15:21:39.211806
Average
No
Weekly
House
1,812
1,173,594
24
Male
34,991
Divorced
4
High School
null
8.283098
Urban
Comprehensive
0
14
830
5
2021-07-13 15:21:39.093681
Poor
No
Monthly
Condo
1,008
1,173,595
27
Male
30,736
Single
2
PhD
null
22.271095
Suburban
Premium
1
8
445
3
2021-07-07 15:21:39.080440
Poor
No
Monthly
Apartment
729
1,173,596
31
Female
91,499
Divorced
null
PhD
Unemployed
null
Rural
Comprehensive
0
10
492
3
2022-02-27 15:21:39.235012
Average
No
Rarely
Apartment
735
1,173,597
22
Male
27,876
Single
1
PhD
Employed
15.284474
Rural
Premium
1
0
487
9
2019-10-29 15:21:39.122134
Good
Yes
Weekly
Apartment
752
1,173,598
18
Female
91,651
Married
2
PhD
Unemployed
38.404927
Urban
Premium
1
4
455
5
2022-07-19 15:21:39.220389
Good
Yes
Weekly
Condo
1,206
1,173,599
61
Male
118,733
Divorced
0
PhD
Employed
null
Rural
Premium
0
6
410
5
2021-05-20 15:21:39.198406
Good
Yes
Daily
Condo
1,452