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
6,400
32
Male
3,344
Single
null
PhD
Self-Employed
29.702811
Suburban
Premium
0
2
684
5
2020-04-17 15:21:39.147735
Poor
Yes
Rarely
House
2,967
6,401
27
Male
28,558
Single
null
PhD
Employed
25.937363
Urban
Basic
0
0
742
7
2023-11-22 15:21:39.247098
Poor
No
Daily
House
669
6,402
58
Male
16,092
Divorced
0
High School
Unemployed
14.933724
Suburban
Comprehensive
1
13
735
5
2022-11-05 15:21:39.209847
Poor
No
Rarely
Apartment
35
6,403
27
Male
35,357
Married
0
High School
Employed
18.849458
Suburban
Comprehensive
null
17
586
3
2023-12-12 15:21:39.134960
Average
Yes
Daily
Apartment
1,069
6,404
54
Female
23,991
Married
1
Master's
Self-Employed
23.845442
Suburban
Comprehensive
1
11
null
1
2020-02-03 15:21:39.092127
Good
No
Daily
House
1,605
6,405
31
Male
63,959
Married
2
Master's
Self-Employed
31.946503
Rural
Premium
2
13
391
2
2023-09-19 15:21:39.252145
Poor
Yes
Daily
House
1,595
6,406
46
Female
32,225
Divorced
1
Bachelor's
null
21.896515
Rural
Premium
0
9
774
7
2023-12-29 15:21:39.145732
Average
Yes
Daily
Condo
987
6,407
39
Male
37,354
Single
0
PhD
null
22.997639
Rural
Basic
1
0
528
2
2019-09-06 15:21:39.288099
Poor
No
Weekly
Condo
1,208
6,408
31
Male
5,925
Divorced
2
Master's
Self-Employed
44.898311
Rural
Basic
3
18
358
6
2022-03-26 15:21:39.095696
null
No
Weekly
Apartment
1,556
6,409
42
Female
667
Single
1
Master's
null
10.162904
Suburban
Premium
2
13
703
8
2023-10-31 15:21:39.226954
Poor
Yes
Monthly
Apartment
110
6,410
55
Male
8,072
Single
1
PhD
null
30.423534
Urban
Comprehensive
1
13
734
5
2020-03-28 15:21:39.274993
Poor
Yes
Monthly
Condo
816
6,411
47
Male
11,912
Divorced
1
High School
Employed
38.845165
Suburban
Basic
0
8
618
2
2021-01-17 15:21:39.207847
Good
No
Weekly
Apartment
991
6,412
34
Female
1,411
Single
3
High School
Self-Employed
25.814098
Urban
Comprehensive
2
16
705
2
2023-09-10 15:21:39.147735
Average
No
Daily
House
801
6,413
null
Male
null
Divorced
null
Master's
null
28.265506
Rural
Premium
0
0
383
1
2024-06-04 15:21:39.155231
Good
No
Monthly
Condo
807
6,414
30
Female
30,472
Married
2
Master's
Unemployed
42.789974
Suburban
Basic
0
12
null
3
2023-08-05 15:21:39.167099
Good
Yes
Rarely
Condo
1,059
6,415
63
Male
45,388
Married
0
PhD
Employed
35.980015
Urban
Comprehensive
null
16
711
9
2020-09-06 15:21:39.134960
Poor
Yes
Rarely
Apartment
706
6,416
63
Male
51,172
Married
null
High School
Unemployed
37.013657
Rural
Comprehensive
null
0
483
1
2020-11-02 15:21:39.254678
Average
No
Weekly
Condo
382
6,417
26
Male
89,926
Married
3
Bachelor's
Self-Employed
24.121258
Suburban
Basic
1
13
495
7
2022-04-12 15:21:39.222387
Good
Yes
Monthly
Condo
2,196
6,418
35
Male
2,559
Married
2
High School
Unemployed
null
Urban
Comprehensive
0
2
533
7
2023-12-16 15:21:39.133866
Poor
Yes
Daily
Condo
966
6,419
53
Female
36,793
Divorced
3
High School
Unemployed
32.152736
Suburban
Basic
2
5
632
2
2022-06-07 15:21:39.133866
Average
No
Daily
Condo
1,530
6,420
33
Male
4,154
Divorced
4
Bachelor's
Unemployed
15.188038
Urban
Premium
3
6
632
6
2022-05-28 15:21:39.134960
Average
Yes
Weekly
Apartment
2,410
6,421
20
Male
20,535
Married
1
Master's
Employed
19.849458
Suburban
Comprehensive
null
15
null
3
2021-04-09 15:21:39.204790
Poor
Yes
Daily
House
687
6,422
56
Female
10,046
Married
4
PhD
Self-Employed
31.884444
Suburban
Premium
0
4
570
8
2024-05-28 15:21:39.192212
Average
No
Daily
Condo
519
6,423
23
Female
4,921
Married
1
Master's
Employed
null
Urban
Premium
null
9
576
8
2023-07-01 15:21:39.237118
Average
No
Weekly
Condo
845
6,424
54
Male
114,622
Single
2
PhD
null
13.038269
Rural
Basic
1
16
373
9
2022-12-25 15:21:39.274993
Good
No
Monthly
Apartment
119
6,425
20
Male
23,604
Divorced
1
Master's
Self-Employed
26.984975
Suburban
Basic
null
14
613
6
2021-04-25 15:21:39.248098
Average
Yes
Monthly
House
687
6,426
23
Male
29,096
Divorced
0
Master's
Unemployed
13.83726
Rural
Premium
null
16
695
5
2023-07-01 15:21:39.102694
Poor
No
Rarely
Apartment
597
6,427
54
Male
6,263
Married
2
Bachelor's
Employed
17.141706
Rural
Comprehensive
1
13
745
9
2022-11-03 15:21:39.233998
Good
No
Weekly
Condo
146
6,428
20
Male
1,664
Single
3
High School
Employed
5.662211
Rural
Comprehensive
1
18
542
8
2024-03-28 15:21:39.134960
Good
No
Monthly
Apartment
23
6,429
24
Male
37,149
Single
4
Master's
Unemployed
21.85226
Suburban
Basic
null
17
556
9
2022-08-07 15:21:39.134960
Poor
No
Rarely
Condo
1,361
6,430
25
Male
14,084
Divorced
4
PhD
Unemployed
4.896499
Rural
Premium
0
17
336
2
2024-01-06 15:21:39.084065
Average
No
Rarely
Apartment
1,487
6,431
32
Female
77,559
Divorced
1
Bachelor's
Employed
50.918205
Suburban
Premium
null
8
790
8
2022-05-16 15:21:39.145732
Poor
No
Daily
House
239
6,432
43
Male
102,741
Single
0
Bachelor's
Unemployed
32.491162
Rural
Premium
1
14
320
8
2020-05-12 15:21:39.285112
Average
No
Daily
Apartment
1,291
6,433
35
Female
10,084
Divorced
4
Master's
null
19.498941
Urban
Premium
1
17
575
6
2022-05-22 15:21:39.172097
Average
Yes
Rarely
Apartment
1,438
6,434
40
Female
13,982
Single
3
Bachelor's
null
9.979179
Suburban
Comprehensive
1
3
326
1
2021-02-14 15:21:39.186212
Average
Yes
Daily
Condo
1,238
6,435
null
Female
41,808
Married
0
Master's
Unemployed
51.082815
Urban
Basic
1
1
627
1
2023-10-05 15:21:39.265513
Average
Yes
Daily
House
556
6,436
58
Female
80,207
Single
2
Bachelor's
null
25.189982
Urban
Comprehensive
0
10
398
5
2021-02-08 15:21:39.102694
Poor
Yes
Monthly
Condo
661
6,437
32
Female
100,531
Married
2
Master's
Employed
13.77944
Suburban
Basic
0
6
595
4
2019-11-14 15:21:39.249100
Poor
Yes
Weekly
House
2,385
6,438
34
Female
10,981
Married
null
Bachelor's
Unemployed
35.82361
Rural
Premium
null
14
765
6
2023-09-09 15:21:39.176717
Poor
No
Daily
Condo
639
6,439
21
Male
15,258
Married
1
PhD
Unemployed
null
Suburban
Comprehensive
2
7
647
2
2023-05-05 15:21:39.168099
Poor
No
Rarely
Apartment
838
6,440
44
Female
50,901
Divorced
2
Master's
Employed
50.420716
Rural
Premium
4
3
716
8
2024-06-17 15:21:39.152732
Average
Yes
Rarely
House
101
6,441
51
Female
62,852
Married
3
High School
Self-Employed
51.569342
Urban
Comprehensive
2
9
453
4
2019-09-12 15:21:39.107553
Poor
Yes
Monthly
Apartment
1,596
6,442
43
Female
null
Married
0
PhD
Unemployed
33.384565
Suburban
Premium
null
2
382
8
2023-12-28 15:21:39.155231
Average
No
Rarely
Condo
1,221
6,443
27
Male
4,860
Divorced
2
High School
null
42.286914
Urban
Premium
1
2
708
2
2022-10-17 15:21:39.180553
Average
Yes
Rarely
Apartment
3,436
6,444
41
Male
39,883
Divorced
null
Bachelor's
Self-Employed
17.286512
Suburban
Basic
4
0
835
9
2024-04-19 15:21:39.134960
Good
Yes
Rarely
Condo
645
6,445
25
Male
7,954
Single
2
Bachelor's
Self-Employed
26.382933
Urban
Basic
3
5
646
9
2020-11-25 15:21:39.198406
Poor
No
Rarely
Apartment
2,087
6,446
18
Male
15,556
Married
0
Master's
Self-Employed
16.245301
Suburban
Comprehensive
0
5
null
1
2022-03-15 15:21:39.122134
Average
Yes
Weekly
House
1,334
6,447
60
Male
40,593
Married
3
Master's
Employed
37.993858
Suburban
Basic
0
3
815
3
2022-09-25 15:21:39.216387
Good
No
Monthly
Condo
518
6,448
26
Male
143,515
Married
4
Bachelor's
Employed
38.638274
Urban
Basic
2
15
718
4
2023-04-07 15:21:39.134960
Average
No
Rarely
Apartment
2,167
6,449
40
Male
39,254
Married
null
PhD
Unemployed
17.944659
Rural
Basic
0
11
646
2
2020-06-28 15:21:39.274993
Average
No
Rarely
House
996
6,450
41
Male
25,155
Single
4
Master's
null
19.180124
Rural
Premium
3
17
541
9
2023-05-28 15:21:39.134960
Good
Yes
Weekly
House
1,327
6,451
19
Male
17,135
Divorced
1
High School
Unemployed
41.017086
Urban
Premium
0
17
336
5
2019-09-24 15:21:39.237118
Good
No
Weekly
Condo
487
6,452
35
Male
9,084
Divorced
1
Master's
Unemployed
30.492568
Rural
Premium
null
15
616
4
2023-08-08 15:21:39.272456
Good
Yes
Weekly
Condo
25
6,453
26
Female
77,101
Married
3
PhD
Unemployed
27.072319
Urban
Basic
null
4
732
1
2020-04-09 15:21:39.267454
Average
Yes
Monthly
House
369
6,454
45
Female
44,769
Divorced
1
Bachelor's
Self-Employed
46.431382
Suburban
Basic
1
12
646
3
2024-03-12 15:21:39.269494
Average
Yes
Rarely
Condo
745
6,455
20
Female
29,892
Single
4
High School
Unemployed
45.054377
Urban
Comprehensive
0
9
614
5
2023-10-16 15:21:39.237118
Average
Yes
Rarely
Apartment
1,619
6,456
40
Female
16,091
Divorced
1
Bachelor's
null
13.414916
Rural
Premium
null
12
412
2
2021-08-15 15:21:39.181605
Average
No
Weekly
House
712
6,457
25
Male
12,085
Divorced
4
Master's
Self-Employed
26.161829
Suburban
Basic
2
15
713
5
2020-01-23 15:21:39.145732
Good
Yes
Daily
Condo
959
6,458
59
Female
3,463
Single
4
PhD
Unemployed
37.892461
Rural
Premium
1
5
384
1
2022-07-23 15:21:39.117183
Poor
Yes
Daily
House
711
6,459
40
Male
24,486
Single
2
Master's
Employed
8.638915
Suburban
Comprehensive
null
10
721
9
2023-12-19 15:21:39.224915
null
No
Weekly
House
1,423
6,460
53
Male
17,109
Married
1
Master's
Unemployed
50.308092
Suburban
Basic
1
14
578
5
2020-02-02 15:21:39.169102
Average
Yes
Monthly
Apartment
1,452
6,461
37
Male
7,093
Single
0
High School
Self-Employed
22.423931
Rural
Comprehensive
null
0
603
3
2021-08-20 15:21:39.237118
Poor
No
Rarely
House
1,048
6,462
null
Male
74,002
Single
1
High School
Self-Employed
33.674458
Urban
Premium
null
4
314
9
2019-12-15 15:21:39.114118
Good
No
Daily
Apartment
2,806
6,463
61
Male
null
Divorced
0
Bachelor's
Self-Employed
51.676097
Urban
Premium
1
19
584
5
2024-02-25 15:21:39.237118
Good
Yes
Monthly
Condo
861
6,464
52
Female
22,828
Divorced
4
PhD
Unemployed
22.241443
Urban
Premium
null
6
346
5
2020-06-14 15:21:39.184157
Poor
Yes
Rarely
House
1,690
6,465
31
Male
54,737
Single
2
High School
null
20.583388
Urban
Comprehensive
2
11
589
1
2022-10-22 15:21:39.134960
Good
Yes
Weekly
Apartment
2,730
6,466
64
Female
null
Married
0
Master's
Employed
29.812409
Suburban
Basic
0
0
699
3
2020-05-14 15:21:39.145732
Poor
No
Weekly
Apartment
116
6,467
47
Male
28,783
Divorced
0
PhD
null
6.893657
Suburban
Basic
1
0
551
4
2023-05-30 15:21:39.222387
Average
Yes
Rarely
Condo
871
6,468
63
Female
28,991
Single
2
PhD
Self-Employed
48.854606
Suburban
Premium
null
1
null
5
2021-02-13 15:21:39.250151
Poor
No
Monthly
House
543
6,469
33
Female
73,710
Divorced
2
PhD
Employed
3.814843
Urban
Premium
1
17
505
9
2020-01-07 15:21:39.155231
Average
No
Daily
House
203
6,470
64
Female
58,588
Divorced
1
High School
null
24.829339
Urban
Comprehensive
0
6
476
8
2022-02-08 15:21:39.237118
Good
No
Weekly
Apartment
1,876
6,471
45
Male
38,140
Single
2
PhD
null
26.434933
Urban
Premium
null
0
786
4
2022-03-20 15:21:39.093681
Average
Yes
Monthly
Condo
944
6,472
24
Male
2,567
Married
1
High School
null
17.082265
Suburban
Premium
2
18
530
3
2022-11-19 15:21:39.289099
Good
No
Rarely
Condo
3,473
6,473
59
Female
30,862
Divorced
2
High School
Employed
23.756728
Rural
Basic
1
15
594
4
2023-01-24 15:21:39.237118
Poor
No
Rarely
House
1,010
6,474
46
Male
5,288
Divorced
4
Master's
Unemployed
34.868228
Rural
Premium
null
12
479
8
2021-08-29 15:21:39.155231
Good
No
Rarely
Condo
1,488
6,475
49
Female
8,130
Married
3
Bachelor's
Unemployed
27.605878
Rural
Comprehensive
0
5
416
3
2024-05-31 15:21:39.167099
Good
Yes
Rarely
House
469
6,476
50
Male
72,405
Single
1
High School
null
null
Urban
Premium
null
11
446
4
2021-11-25 15:21:39.107553
Poor
Yes
Rarely
House
864
6,477
25
Female
44,737
Single
3
Master's
Unemployed
5.052386
Urban
Premium
1
3
593
9
2022-05-23 15:21:39.278402
Poor
Yes
Rarely
House
1,120
6,478
31
Male
10,099
Married
1
Master's
Unemployed
14.275715
Urban
Comprehensive
null
17
null
2
2019-10-24 15:21:39.092127
Poor
No
Daily
Apartment
1,165
6,479
31
Female
41,494
Married
4
High School
Unemployed
13.267517
Suburban
Premium
2
19
380
4
2023-08-09 15:21:39.260856
Average
Yes
Weekly
Apartment
847
6,480
29
Male
5,106
Divorced
1
Bachelor's
Unemployed
33.859238
Rural
Premium
2
1
578
8
2023-12-19 15:21:39.134960
null
No
Monthly
Condo
534
6,481
47
Female
104,471
Single
0
PhD
Self-Employed
14.422602
Urban
Basic
0
11
334
5
2023-05-25 15:21:39.190215
Poor
No
Monthly
Apartment
1,056
6,482
63
Male
null
Single
1
Bachelor's
Self-Employed
null
Urban
Basic
null
8
442
7
2022-11-29 15:21:39.155231
Poor
No
Rarely
Condo
823
6,483
58
Female
13,991
Single
1
Master's
Employed
15.771708
Urban
Comprehensive
0
7
585
4
2023-04-23 15:21:39.085129
Poor
No
Monthly
House
769
6,484
60
Female
5,566
Single
null
Bachelor's
null
22.259853
Urban
Premium
0
1
null
2
2020-08-02 15:21:39.155231
Good
Yes
Rarely
Apartment
1,215
6,485
43
Female
14,589
Divorced
4
Master's
Self-Employed
19.611123
Suburban
Premium
null
10
695
9
2021-10-05 15:21:39.176717
Good
No
Daily
Apartment
1,414
6,486
53
Male
23,192
Single
3
High School
Employed
35.272891
Urban
Premium
null
15
565
2
2024-03-05 15:21:39.197445
Good
No
Weekly
Apartment
756
6,487
48
Male
18,917
Married
3
PhD
Employed
31.017653
Rural
Basic
null
19
621
7
2020-04-15 15:21:39.268507
Poor
Yes
Monthly
House
1,922
6,488
46
Male
35,424
Divorced
3
PhD
null
31.757471
Rural
Basic
0
4
709
2
2020-08-13 15:21:39.206847
Average
Yes
Daily
Apartment
1,739
6,489
36
Male
16,054
Married
null
PhD
null
34.164471
Suburban
Premium
0
2
416
8
2024-03-02 15:21:39.251142
Good
Yes
Daily
Apartment
910
6,490
39
Male
43,414
Married
1
PhD
Unemployed
26.846274
Suburban
Comprehensive
1
14
849
7
2022-11-14 15:21:39.087123
Poor
Yes
Rarely
Apartment
1,516
6,491
60
Female
11,228
Single
0
High School
Employed
10.965255
Suburban
Basic
1
10
503
4
2023-01-10 15:21:39.110557
Good
Yes
Weekly
Condo
2,047
6,492
45
Male
41,416
Married
null
PhD
Unemployed
17.927761
Urban
Premium
null
16
688
7
2024-02-07 15:21:39.150730
Average
Yes
Weekly
House
864
6,493
45
Male
1,027
null
2
Master's
Self-Employed
46.556804
Rural
Comprehensive
1
15
831
1
2019-12-15 15:21:39.268507
Average
Yes
Rarely
House
661
6,494
18
Female
21,236
Single
0
Bachelor's
Self-Employed
35.127616
Urban
Premium
null
16
373
8
2021-01-15 15:21:39.259788
Poor
Yes
Rarely
Condo
2,329
6,495
46
Male
3,111
Married
0
High School
Self-Employed
31.59125
Urban
Premium
1
11
759
9
2024-02-16 15:21:39.155231
null
Yes
Weekly
Apartment
1,275
6,496
28
Female
26,963
Single
1
Master's
Unemployed
15.337787
Urban
Comprehensive
null
10
604
2
2019-09-28 15:21:39.192212
Good
Yes
Weekly
Apartment
767
6,497
46
Male
11,596
Single
null
Master's
Employed
12.054751
Suburban
Comprehensive
0
19
null
6
2023-01-02 15:21:39.121169
Average
Yes
Daily
Apartment
2,320
6,498
45
Male
61,512
Single
1
Master's
null
35.639779
Suburban
Basic
null
6
356
1
2019-10-08 15:21:39.261856
null
No
Weekly
Apartment
437
6,499
22
Female
1,612
Divorced
4
Bachelor's
Employed
26.74588
Urban
Premium
0
3
709
8
2022-02-18 15:21:39.211806
null
Yes
Monthly
Apartment
916