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
1,184,500
58
Female
20,676
Divorced
null
Bachelor's
Unemployed
30.079299
Rural
Premium
null
19
751
7
2024-06-24 15:21:39.251142
Poor
No
Monthly
House
2,760
1,184,501
28
Female
11,587
Divorced
4
High School
Unemployed
26.173078
Rural
Basic
1
1
758
5
2021-07-07 15:21:39.192212
Poor
No
Monthly
Apartment
1,758
1,184,502
40
Female
955
Married
4
Master's
Unemployed
30.598046
Suburban
Basic
0
16
709
4
2023-01-05 15:21:39.126661
null
No
Weekly
Apartment
805
1,184,503
52
Male
5,730
Married
3
Bachelor's
Self-Employed
36.171796
Urban
Premium
3
19
678
6
2022-07-05 15:21:39.233998
Average
Yes
Daily
Apartment
585
1,184,504
19
Male
15,123
Single
3
High School
Self-Employed
47.501978
Suburban
Basic
1
0
315
2
2024-05-08 15:21:39.249100
Good
Yes
Daily
House
2,089
1,184,505
42
Female
43,189
Divorced
2
Bachelor's
Unemployed
8.993604
Rural
Comprehensive
1
4
605
3
2023-05-27 15:21:39.177724
Average
No
Rarely
Apartment
2,359
1,184,506
32
Male
113,488
Divorced
4
Bachelor's
Employed
21.365843
Urban
Comprehensive
0
15
697
7
2022-12-12 15:21:39.155231
Average
Yes
Monthly
Apartment
32
1,184,507
45
Female
8,096
Single
2
Master's
Unemployed
48.824335
Urban
Comprehensive
0
15
703
6
2024-07-23 15:21:39.134960
Average
No
Daily
Condo
927
1,184,508
43
Female
43,786
Single
2
Bachelor's
Employed
10.636913
Urban
Basic
2
14
569
6
2020-02-12 15:21:39.155231
Poor
No
Monthly
House
1,401
1,184,509
61
Male
1,499
Married
4
Bachelor's
null
null
Suburban
Basic
0
13
567
4
2022-03-25 15:21:39.109552
null
Yes
Daily
Condo
1,320
1,184,510
null
Male
28,791
Divorced
1
Master's
Unemployed
14.769888
Rural
Comprehensive
0
14
787
8
2024-01-21 15:21:39.093681
Poor
Yes
Rarely
House
1,330
1,184,511
35
Male
26,966
Divorced
2
Bachelor's
Unemployed
29.054175
Rural
Basic
1
17
748
9
2023-06-08 15:21:39.209847
Average
No
Weekly
House
1,727
1,184,512
35
Female
8,728
Married
4
High School
Unemployed
33.594751
Rural
Basic
null
19
380
3
2022-08-05 15:21:39.230483
Average
No
Daily
Apartment
1,616
1,184,513
51
Female
39,766
Divorced
3
PhD
Employed
27.957448
Rural
Basic
1
13
517
8
2022-10-05 15:21:39.149731
Average
Yes
Daily
Condo
1,085
1,184,514
28
Female
70,926
Divorced
4
High School
Unemployed
31.091924
Rural
Basic
2
8
815
6
2023-11-25 15:21:39.237118
null
No
Daily
Condo
1,575
1,184,515
56
Male
44,929
Married
0
Bachelor's
Self-Employed
null
Rural
Basic
3
15
706
4
2020-07-26 15:21:39.112553
Average
Yes
Rarely
Apartment
755
1,184,516
24
Male
6,939
Married
0
PhD
Employed
34.484533
Rural
Comprehensive
null
5
703
3
2022-02-24 15:21:39.279729
Poor
No
Daily
Apartment
1,514
1,184,517
61
Female
49,830
Divorced
3
Bachelor's
Unemployed
23.48291
Rural
Premium
3
4
465
9
2021-09-12 15:21:39.185215
null
No
Daily
Apartment
1,854
1,184,518
38
Male
25,558
Divorced
0
Bachelor's
null
31.827337
Suburban
Comprehensive
null
11
581
3
2021-11-20 15:21:39.169102
Good
Yes
Daily
Apartment
1,852
1,184,519
36
Male
3,483
Divorced
3
High School
null
37.240782
Suburban
Basic
1
4
322
5
2020-07-30 15:21:39.290098
Good
Yes
Daily
House
2,736
1,184,520
59
Male
19,396
Single
null
PhD
Unemployed
32.668812
Suburban
Premium
null
17
673
9
2024-04-15 15:21:39.285112
Good
No
Rarely
Condo
1,457
1,184,521
45
Female
15,658
Married
2
High School
Unemployed
19.13509
Suburban
Basic
null
10
675
3
2021-11-02 15:21:39.131192
Poor
Yes
Daily
House
874
1,184,522
45
Female
29,173
Married
3
Bachelor's
Employed
19.818996
Rural
Comprehensive
1
9
627
4
2023-02-08 15:21:39.167099
Average
No
Rarely
Apartment
1,679
1,184,523
36
Female
2,666
Single
0
PhD
null
16.763101
Suburban
Premium
0
11
479
7
2021-01-16 15:21:39.190215
Average
No
Weekly
Condo
1,018
1,184,524
18
Female
18,059
Married
1
Master's
null
46.78602
Urban
Premium
0
9
466
1
2022-12-30 15:21:39.247098
Good
Yes
Monthly
Apartment
932
1,184,525
41
Female
29,046
Single
1
Bachelor's
null
11.676825
Suburban
Comprehensive
0
0
562
1
2019-08-27 15:21:39.288099
null
Yes
Rarely
Apartment
541
1,184,526
40
Female
62,389
Married
1
Bachelor's
Self-Employed
null
Urban
Premium
2
5
695
7
2024-03-03 15:21:39.173834
Poor
Yes
Monthly
Apartment
391
1,184,527
32
Male
35,244
Married
4
Master's
Employed
35.12134
Rural
Premium
1
2
751
4
2022-06-07 15:21:39.237118
Average
No
Monthly
Apartment
130
1,184,528
32
Female
37,659
Married
4
Master's
Unemployed
14.558007
Rural
Basic
2
16
709
2
2023-12-28 15:21:39.148733
Poor
Yes
Rarely
Condo
627
1,184,529
38
Male
135,926
Divorced
4
Bachelor's
null
28.824338
Urban
Basic
0
4
393
6
2023-12-13 15:21:39.205850
Good
No
Weekly
Apartment
917
1,184,530
24
Male
39,471
Divorced
2
High School
Employed
27.141742
Suburban
Basic
null
8
null
6
2020-01-15 15:21:39.116179
null
Yes
Rarely
Condo
313
1,184,531
28
Female
37,215
Married
0
High School
null
30.945997
Rural
Comprehensive
null
0
839
8
2021-07-18 15:21:39.254678
Average
Yes
Weekly
Apartment
580
1,184,532
39
Female
16,051
Single
3
High School
Unemployed
51.752511
Rural
Comprehensive
0
4
null
1
2022-12-15 15:21:39.134960
Good
Yes
Monthly
House
1,264
1,184,533
47
Female
45,922
Divorced
1
High School
null
31.012226
Rural
Basic
1
6
781
6
2022-09-22 15:21:39.132191
Good
Yes
Monthly
Apartment
1,557
1,184,534
24
Female
52,466
Married
4
High School
Employed
29.001759
Rural
Comprehensive
1
19
465
5
2019-10-01 15:21:39.204790
Good
No
Rarely
Condo
2,116
1,184,535
36
Female
60,581
Single
3
High School
Employed
null
Rural
Premium
null
18
591
4
2020-06-12 15:21:39.168099
Poor
Yes
Rarely
Condo
112
1,184,536
52
Female
110,996
Single
1
PhD
Employed
15.959561
Rural
Premium
1
19
421
7
2021-02-09 15:21:39.250151
Poor
Yes
Daily
Condo
1,206
1,184,537
21
Male
8,991
Single
1
Bachelor's
null
12.125638
Rural
Comprehensive
1
10
543
8
2024-05-02 15:21:39.237118
Average
Yes
Monthly
Condo
119
1,184,538
22
Male
15,881
Divorced
0
PhD
Self-Employed
36.00747
Rural
Premium
null
17
644
8
2020-11-25 15:21:39.237118
Good
Yes
Monthly
Apartment
1,654
1,184,539
39
Male
62,974
Divorced
3
Master's
Unemployed
34.867494
Suburban
Premium
0
2
418
1
2023-07-18 15:21:39.097737
Average
No
Daily
Apartment
750
1,184,540
60
Male
17,056
Divorced
2
Bachelor's
Self-Employed
null
Rural
Premium
1
0
471
2
2020-11-06 15:21:39.174719
Poor
No
Rarely
Condo
1,292
1,184,541
48
Female
6,734
Married
1
Master's
Employed
49.76449
Urban
Comprehensive
null
15
835
1
2020-09-04 15:21:39.288099
Good
Yes
Monthly
Condo
101
1,184,542
37
Female
null
Single
0
High School
Self-Employed
33.4724
Urban
Basic
null
0
508
3
2020-02-25 15:21:39.253660
null
Yes
Daily
Condo
496
1,184,543
53
Female
15,427
Single
1
PhD
Self-Employed
3.843038
Urban
Basic
null
5
734
3
2022-08-12 15:21:39.155231
Average
Yes
Rarely
Condo
318
1,184,544
27
Female
null
Married
null
PhD
Self-Employed
18.242638
Suburban
Premium
null
1
325
8
2021-10-09 15:21:39.091080
Average
Yes
Rarely
Apartment
231
1,184,545
56
Female
39,769
Divorced
3
PhD
Self-Employed
16.633367
Urban
Comprehensive
2
10
478
1
2022-08-24 15:21:39.247098
Poor
Yes
Monthly
Apartment
872
1,184,546
52
Male
6,862
Divorced
1
Master's
Unemployed
47.695947
Rural
Comprehensive
null
14
646
3
2020-06-16 15:21:39.134960
Poor
Yes
Rarely
Apartment
2,748
1,184,547
38
Male
18,061
Married
2
Master's
Unemployed
8.177476
Suburban
Basic
null
10
430
9
2020-03-24 15:21:39.278180
Poor
No
Daily
Condo
551
1,184,548
58
Male
35,223
Divorced
1
Bachelor's
Self-Employed
40.007962
Rural
Premium
null
7
554
2
2020-10-10 15:21:39.289099
Average
No
Monthly
Condo
577
1,184,549
57
Male
144,763
Married
2
High School
Unemployed
46.974805
Suburban
Premium
null
17
455
8
2023-01-16 15:21:39.221386
Good
No
Rarely
Apartment
1,164
1,184,550
60
Female
11,595
Divorced
1
Master's
Unemployed
15.87961
Rural
Premium
1
8
null
6
2022-07-20 15:21:39.245086
Average
Yes
Rarely
Apartment
2,675
1,184,551
33
Male
5,717
Married
4
PhD
Employed
11.132352
Rural
Basic
2
4
432
2
2021-07-20 15:21:39.146733
Average
No
Monthly
Apartment
517
1,184,552
22
Male
1,269
Married
0
PhD
Unemployed
36.020748
Suburban
Premium
0
9
694
6
2024-07-04 15:21:39.113566
Poor
Yes
Daily
Apartment
142
1,184,553
null
Female
25,473
Divorced
null
Bachelor's
Employed
25.1798
Rural
Premium
1
3
589
1
2023-07-17 15:21:39.237118
null
Yes
Rarely
House
740
1,184,554
56
Male
13,982
Married
2
Master's
null
null
Rural
Comprehensive
2
1
814
8
2020-03-14 15:21:39.155231
Poor
Yes
Rarely
Apartment
602
1,184,555
56
Male
1,330
Married
3
PhD
Self-Employed
null
Suburban
Premium
null
13
449
4
2021-12-04 15:21:39.237118
Poor
No
Rarely
Condo
1,133
1,184,556
20
Female
80,575
Married
2
High School
null
17.544633
Rural
Comprehensive
4
9
null
3
2023-11-16 15:21:39.134960
Poor
Yes
Monthly
House
2,374
1,184,557
40
Male
143,831
Divorced
null
High School
null
7.737795
Rural
Premium
3
11
379
2
2022-07-01 15:21:39.252145
Average
No
Rarely
Condo
634
1,184,558
44
Male
5,098
Divorced
1
Bachelor's
Unemployed
7.026909
Urban
Basic
null
6
785
7
2022-01-22 15:21:39.206847
Good
Yes
Daily
Apartment
393
1,184,559
36
Female
63,761
Divorced
4
Master's
Self-Employed
17.822921
Rural
Basic
3
11
359
7
2020-09-21 15:21:39.264504
Good
No
Rarely
Condo
522
1,184,560
52
Female
59,722
Divorced
3
PhD
null
12.0582
Urban
Premium
null
12
787
1
2022-07-10 15:21:39.177724
Poor
No
Weekly
Condo
249
1,184,561
28
Male
26,355
Married
1
Bachelor's
Employed
36.162874
Urban
Basic
2
11
611
2
2019-10-13 15:21:39.223901
Good
No
Monthly
House
541
1,184,562
50
Male
17,458
Married
1
Master's
Self-Employed
34.036933
Suburban
Comprehensive
3
3
641
3
2021-09-29 15:21:39.099739
Average
No
Rarely
Apartment
493
1,184,563
47
Female
1,245
null
null
Bachelor's
null
24.637785
Rural
Premium
0
2
799
6
2021-01-28 15:21:39.280784
Average
Yes
Monthly
House
2,868
1,184,564
37
Male
56,836
Married
1
High School
Employed
35.419963
Suburban
Premium
null
2
562
9
2023-12-25 15:21:39.125660
Average
No
Daily
Apartment
353
1,184,565
25
Female
17,375
Married
4
PhD
Self-Employed
20.087462
Rural
Basic
0
2
508
6
2023-01-20 15:21:39.268507
null
No
Monthly
House
1,753
1,184,566
48
Male
1,582
Married
1
PhD
Employed
23.782849
Rural
Basic
0
7
722
3
2022-07-09 15:21:39.288099
Average
Yes
Weekly
House
2,125
1,184,567
36
Female
15,036
Single
2
PhD
Self-Employed
5.487204
Suburban
Basic
null
10
838
6
2021-05-14 15:21:39.219432
Good
Yes
Monthly
House
3,167
1,184,568
40
Female
16,863
Married
null
High School
Employed
null
Urban
Premium
1
10
556
9
2020-08-31 15:21:39.155231
Poor
Yes
Rarely
Condo
1,210
1,184,569
57
Female
10,033
Divorced
2
PhD
Employed
9.159854
Rural
Comprehensive
0
14
826
5
2022-04-19 15:21:39.155231
Good
Yes
Weekly
Apartment
676
1,184,570
20
Male
52,822
Married
4
Master's
Unemployed
33.002752
Rural
Comprehensive
null
19
502
7
2022-03-19 15:21:39.134960
Good
Yes
Daily
Condo
322
1,184,571
55
Female
5,932
Single
null
PhD
null
41.805521
Urban
Comprehensive
2
6
464
1
2024-07-05 15:21:39.144722
Poor
No
Weekly
Apartment
2,056
1,184,572
18
Female
488
Single
3
Bachelor's
Employed
8.955205
Rural
Comprehensive
3
14
746
4
2019-09-06 15:21:39.237118
Average
No
Daily
House
456
1,184,573
46
Male
17,092
Married
4
Master's
null
9.924703
Rural
Comprehensive
0
19
455
5
2023-12-07 15:21:39.145732
Poor
Yes
Daily
Apartment
159
1,184,574
59
Male
10,261
Married
2
Master's
null
2.96316
Rural
Comprehensive
1
12
607
1
2023-04-15 15:21:39.223901
Poor
Yes
Daily
Condo
1,116
1,184,575
19
Male
14,862
Married
null
Master's
Self-Employed
27.874321
Suburban
Basic
0
19
null
2
2021-07-08 15:21:39.221386
null
Yes
Rarely
Apartment
984
1,184,576
58
Female
33,932
Single
4
Master's
null
46.569863
Urban
Basic
null
17
798
7
2024-07-29 15:21:39.272456
Good
Yes
Daily
House
1,229
1,184,577
53
Female
8,071
Married
2
High School
null
6.849261
Suburban
Basic
0
19
848
6
2021-10-09 15:21:39.155231
Good
Yes
Rarely
Apartment
886
1,184,578
31
Male
5,660
Single
1
Bachelor's
Employed
38.957197
Rural
Premium
2
2
484
3
2021-02-27 15:21:39.155231
Average
No
Monthly
House
3,714
1,184,579
22
Female
91,621
Single
4
High School
Employed
42.182621
Rural
Premium
2
2
457
6
2024-05-09 15:21:39.209847
Poor
No
Rarely
House
2,367
1,184,580
41
Female
91,478
Single
1
PhD
null
19.29088
Rural
Comprehensive
2
12
844
3
2020-08-12 15:21:39.176717
null
No
Weekly
Apartment
805
1,184,581
51
Male
117,828
Married
3
PhD
null
36.441623
Urban
Comprehensive
1
0
469
8
2021-07-17 15:21:39.132191
null
Yes
Monthly
House
4,027
1,184,582
19
Female
5,730
Single
3
Master's
Unemployed
16.811189
Suburban
Basic
4
11
407
5
2019-09-04 15:21:39.180553
Average
Yes
Monthly
Condo
582
1,184,583
20
Female
46,761
Single
1
Master's
null
38.934283
Rural
Premium
1
3
null
9
2021-01-24 15:21:39.083497
Good
Yes
Weekly
Apartment
74
1,184,584
23
Female
3,418
Single
1
Bachelor's
Employed
17.503387
Rural
Premium
null
6
null
4
2024-03-04 15:21:39.126661
null
Yes
Weekly
Apartment
23
1,184,585
33
Male
18,066
Single
null
PhD
Employed
16.051874
Urban
Basic
0
5
757
6
2024-04-02 15:21:39.228521
Good
Yes
Monthly
Condo
1,313
1,184,586
44
Female
838
Married
2
High School
null
21.387813
Suburban
Basic
null
15
581
4
2022-03-24 15:21:39.228521
Good
Yes
Monthly
Condo
381
1,184,587
60
Female
88,429
Divorced
1
Master's
Self-Employed
33.543995
Suburban
Premium
1
4
472
9
2022-01-01 15:21:39.082499
Poor
No
Rarely
House
2,726
1,184,588
59
Female
44,756
Divorced
2
High School
null
null
Rural
Premium
0
7
null
9
2021-12-27 15:21:39.288099
Good
No
Daily
Condo
1,224
1,184,589
19
Female
1,277
Married
4
Master's
Employed
32.865988
Suburban
Comprehensive
1
18
646
1
2020-02-14 15:21:39.081504
Good
Yes
Rarely
House
186
1,184,590
43
Male
3,170
Divorced
4
PhD
Employed
52.952259
Urban
Basic
null
15
369
5
2024-06-15 15:21:39.125660
Good
Yes
Monthly
Apartment
1,198
1,184,591
55
Male
91,389
Divorced
null
Master's
Self-Employed
7.552387
Suburban
Premium
null
11
845
5
2021-06-28 15:21:39.155231
Poor
Yes
Monthly
Condo
273
1,184,592
34
Male
29,765
Divorced
3
Bachelor's
Employed
37.684751
Urban
Premium
1
12
793
7
2024-01-29 15:21:39.289099
Good
No
Rarely
Condo
4,082
1,184,593
58
Male
53,783
Divorced
null
Master's
Self-Employed
28.91837
Urban
Basic
null
9
324
2
2021-05-18 15:21:39.148733
Good
Yes
Rarely
House
954
1,184,594
45
Male
11,563
Single
4
Master's
null
40.172451
Suburban
Basic
0
1
509
1
2020-06-28 15:21:39.244069
Good
Yes
Monthly
House
622
1,184,595
24
Female
6,961
Married
2
Master's
Self-Employed
32.824259
Suburban
Comprehensive
1
8
505
2
2022-03-05 15:21:39.213373
Average
No
Weekly
Condo
462
1,184,596
18
Female
136,410
Single
null
PhD
Self-Employed
24.633296
Urban
Premium
1
3
357
9
2024-08-06 15:21:39.155231
Poor
No
Daily
House
653
1,184,597
54
Female
1,324
Married
4
Master's
Self-Employed
29.566939
Rural
Basic
null
13
312
5
2021-01-12 15:21:39.145732
Average
No
Daily
Condo
20
1,184,598
32
Female
114,701
Married
0
PhD
Self-Employed
43.813293
Urban
Comprehensive
1
19
438
6
2022-02-21 15:21:39.134960
Good
Yes
Daily
House
1,555
1,184,599
53
Female
1,523
Single
2
Master's
Employed
37.033916
Rural
Basic
null
13
785
8
2019-12-27 15:21:39.221386
Good
Yes
Monthly
House
2,782