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
1,165,500
37
Female
6,950
Married
2
Bachelor's
Self-Employed
20.161486
Urban
Comprehensive
0
19
490
5
2022-11-18 15:21:39.134960
Poor
Yes
Monthly
Condo
524
1,165,501
25
Male
4,900
Married
3
PhD
Unemployed
26.074777
Suburban
Premium
null
2
334
7
2021-04-04 15:21:39.132191
Average
No
Monthly
Apartment
24
1,165,502
60
Female
21,876
Married
2
Master's
Employed
18.749626
Rural
Comprehensive
0
9
786
9
2022-03-20 15:21:39.218388
Good
Yes
Monthly
Condo
1,486
1,165,503
23
Male
43,485
Divorced
1
Master's
Employed
9.738767
Urban
Basic
0
19
653
5
2022-08-20 15:21:39.237118
Average
No
Monthly
Apartment
838
1,165,504
50
Female
84,861
Single
3
High School
Unemployed
21.967365
Suburban
Basic
0
11
681
8
2022-05-25 15:21:39.244069
Average
Yes
Daily
Condo
381
1,165,505
48
Male
9,991
Single
2
PhD
Unemployed
22.717501
Urban
Comprehensive
1
9
380
9
2024-06-16 15:21:39.171102
Poor
No
Weekly
Condo
494
1,165,506
59
Male
89,925
Single
3
PhD
Unemployed
49.056447
Suburban
Premium
null
17
709
6
2023-05-30 15:21:39.155231
Average
No
Monthly
Apartment
38
1,165,507
24
Female
16,062
Divorced
0
PhD
Unemployed
34.604968
Urban
Comprehensive
1
11
689
1
2021-06-05 15:21:39.172097
Poor
No
Monthly
House
1,309
1,165,508
49
Male
1,480
Married
3
High School
Unemployed
7.895775
Suburban
Premium
1
15
485
6
2020-05-12 15:21:39.194829
Poor
Yes
Monthly
House
676
1,165,509
26
Female
60,765
Married
3
PhD
Unemployed
22.188841
Suburban
Comprehensive
0
17
626
5
2023-11-29 15:21:39.290098
Average
No
Monthly
Apartment
66
1,165,510
22
Female
8,472
Divorced
null
Master's
Unemployed
11.817476
Suburban
Basic
0
4
731
5
2021-08-07 15:21:39.231531
Good
Yes
Monthly
Apartment
984
1,165,511
59
Male
486
Married
2
PhD
null
34.020539
Suburban
Basic
2
10
590
4
2024-01-06 15:21:39.167099
Average
Yes
Weekly
Apartment
1,140
1,165,512
21
Male
35,014
Divorced
0
PhD
null
28.916867
Urban
Premium
0
16
622
8
2022-06-24 15:21:39.146733
Good
Yes
Monthly
Condo
825
1,165,513
63
Female
16,076
null
0
High School
Employed
37.120905
Suburban
Comprehensive
0
11
618
7
2021-06-22 15:21:39.094752
Poor
No
Rarely
Apartment
1,883
1,165,514
49
Female
3,425
Single
2
Bachelor's
Self-Employed
27.845138
Suburban
Comprehensive
null
14
641
8
2022-07-05 15:21:39.155231
null
Yes
Weekly
Apartment
1,447
1,165,515
28
Female
5,027
Divorced
1
Master's
Employed
37.812291
Urban
Comprehensive
null
17
494
2
2020-12-20 15:21:39.237118
Good
No
Monthly
Condo
1,214
1,165,516
58
Male
20,797
Single
0
High School
Self-Employed
21.264946
Suburban
Premium
0
10
835
6
2023-11-06 15:21:39.134960
Poor
No
Monthly
Condo
511
1,165,517
20
Male
77,487
Divorced
4
PhD
null
30.704906
Rural
Premium
0
11
329
9
2021-02-28 15:21:39.102694
Average
Yes
Weekly
Condo
364
1,165,518
47
Male
124,540
Divorced
3
PhD
Unemployed
50.131754
Suburban
Comprehensive
3
11
null
4
2020-02-18 15:21:39.202448
Poor
No
Monthly
Condo
3,356
1,165,519
43
Female
9,053
Divorced
1
Bachelor's
Employed
17.272637
Suburban
Premium
1
12
594
5
2024-05-13 15:21:39.097737
Average
No
Daily
Condo
2,128
1,165,520
null
Male
24,237
Married
2
Master's
Unemployed
19.958035
Suburban
Basic
0
7
712
9
2023-12-26 15:21:39.121169
Good
No
Weekly
Condo
975
1,165,521
20
Male
41,483
Divorced
3
Bachelor's
Unemployed
29.597535
Rural
Basic
null
6
323
8
2022-11-25 15:21:39.109552
Good
Yes
Rarely
Apartment
537
1,165,522
62
Female
7,098
Single
1
High School
Employed
37.954937
Urban
Premium
3
19
576
1
2023-07-02 15:21:39.091080
Average
No
Monthly
Condo
564
1,165,523
31
Female
7,073
Single
1
Bachelor's
Employed
34.064701
Suburban
Basic
0
14
679
2
2023-01-31 15:21:39.185215
Average
Yes
Rarely
Apartment
1,179
1,165,524
18
Female
9,094
Single
null
High School
null
16.990914
Suburban
Basic
3
16
709
7
2020-11-08 15:21:39.259788
Poor
Yes
Daily
House
28
1,165,525
47
Female
91,708
Single
0
Master's
Self-Employed
46.817787
Rural
Comprehensive
null
13
447
3
2022-12-18 15:21:39.245086
Poor
Yes
Daily
House
513
1,165,526
null
Male
65,873
Divorced
2
Bachelor's
Self-Employed
17.571962
Rural
Basic
1
3
348
5
2022-03-04 15:21:39.274993
Poor
No
Weekly
Apartment
1,079
1,165,527
35
Male
28,680
Divorced
3
High School
Self-Employed
22.331019
Rural
Basic
1
13
381
2
2020-12-11 15:21:39.155231
Average
Yes
Monthly
House
827
1,165,528
null
Female
1,159
Single
4
Master's
Unemployed
null
Suburban
Premium
2
10
727
5
2019-10-25 15:21:39.104139
Good
Yes
Rarely
Apartment
1,028
1,165,529
28
Female
97,730
Divorced
0
Bachelor's
Self-Employed
33.724497
Urban
Basic
1
16
831
4
2019-12-14 15:21:39.272456
Average
Yes
Daily
Condo
2,410
1,165,530
23
Female
43,918
Married
3
PhD
Self-Employed
34.566651
Rural
Comprehensive
2
13
null
1
2020-04-30 15:21:39.134960
Poor
No
Daily
Condo
489
1,165,531
19
Male
27,861
Divorced
4
High School
null
31.371524
Urban
Premium
0
15
554
5
2021-10-11 15:21:39.184157
Poor
Yes
Monthly
Condo
1,308
1,165,532
32
Female
17,211
Married
0
High School
Unemployed
30.671944
Suburban
Premium
0
14
null
1
2023-09-23 15:21:39.236064
Average
Yes
Weekly
Condo
708
1,165,533
24
Male
65,612
Single
4
Master's
Employed
27.446868
Urban
Premium
1
17
687
1
2021-09-29 15:21:39.194829
Poor
Yes
Monthly
House
110
1,165,534
41
Female
10,313
Divorced
4
Master's
null
39.925651
Rural
Comprehensive
null
7
678
1
2022-03-19 15:21:39.155231
Good
No
Weekly
Condo
1,090
1,165,535
62
Male
35,424
Single
0
Master's
Self-Employed
21.637245
Suburban
Comprehensive
0
7
null
6
2024-06-08 15:21:39.282785
null
Yes
Weekly
House
1,764
1,165,536
18
Female
2,492
Married
1
Master's
null
27.602814
Suburban
Comprehensive
0
14
464
6
2024-08-09 15:21:39.256696
Average
No
Rarely
House
1,459
1,165,537
49
Female
122,379
Divorced
1
PhD
null
28.126919
Urban
Basic
2
8
464
9
2020-08-15 15:21:39.183598
null
No
Daily
Condo
928
1,165,538
44
Female
449
Divorced
0
High School
null
18.753535
Urban
Basic
1
19
434
5
2020-06-27 15:21:39.134960
Good
Yes
Weekly
House
456
1,165,539
19
Male
45,947
Married
1
High School
Employed
46.988375
Suburban
Comprehensive
null
9
573
7
2023-05-24 15:21:39.237118
Average
No
Weekly
Condo
962
1,165,540
44
Male
3,908
Single
0
High School
Employed
25.882983
Suburban
Comprehensive
null
18
786
7
2020-01-25 15:21:39.208842
Poor
No
Weekly
Apartment
2,288
1,165,541
51
Male
63,930
Divorced
0
PhD
Employed
33.847125
Urban
Basic
1
16
719
3
2023-11-20 15:21:39.155231
Good
Yes
Monthly
House
141
1,165,542
31
Male
10,096
Single
2
PhD
null
34.152066
Rural
Premium
null
19
479
8
2019-09-20 15:21:39.188220
Good
No
Weekly
House
2,239
1,165,543
38
Male
44,374
Single
3
High School
null
34.452661
Rural
Premium
null
1
null
4
2021-02-24 15:21:39.171102
Average
No
Rarely
House
890
1,165,544
32
Female
16,696
Divorced
2
Bachelor's
Self-Employed
31.083707
Rural
Basic
0
17
790
3
2020-03-11 15:21:39.272456
Poor
No
Weekly
House
516
1,165,545
30
Female
18,067
Married
3
Master's
null
10.251036
Suburban
Premium
null
0
531
4
2022-10-04 15:21:39.147735
Average
Yes
Monthly
House
1,230
1,165,546
32
Male
30,377
Divorced
null
Master's
null
20.586594
Rural
Premium
3
12
593
7
2020-11-12 15:21:39.213373
Poor
Yes
Daily
House
790
1,165,547
29
Female
12,056
Single
3
Master's
null
12.789047
Suburban
Comprehensive
1
7
809
1
2023-04-04 15:21:39.155231
Average
Yes
Monthly
Apartment
451
1,165,548
47
Female
44,740
Married
2
Master's
Employed
25.749271
Rural
Basic
1
13
543
8
2021-10-26 15:21:39.085129
Average
Yes
Rarely
Apartment
1,052
1,165,549
21
Male
1,604
Single
1
High School
Unemployed
33.273051
Rural
Basic
0
3
490
8
2021-02-04 15:21:39.188220
null
No
Rarely
Condo
553
1,165,550
27
Male
30,286
Divorced
1
Bachelor's
Self-Employed
25.873114
Suburban
Comprehensive
2
18
629
9
2021-04-07 15:21:39.223390
Poor
No
Daily
Apartment
813
1,165,551
55
Female
118,074
Married
0
Master's
Employed
null
Rural
Comprehensive
2
5
453
2
2020-06-24 15:21:39.082499
Average
Yes
Weekly
Apartment
35
1,165,552
54
Female
12,289
Married
4
High School
null
22.828677
Suburban
Premium
2
15
528
2
2023-01-12 15:21:39.210805
Good
No
Daily
Apartment
590
1,165,553
30
Female
24,813
Married
4
High School
null
29.702701
Suburban
Basic
0
3
315
3
2020-05-17 15:21:39.084065
Poor
No
Monthly
Apartment
1,228
1,165,554
30
Female
3,068
Single
2
High School
Self-Employed
21.390924
Suburban
Basic
1
17
327
8
2023-03-07 15:21:39.155231
Good
No
Weekly
House
1,153
1,165,555
29
Female
13,646
Divorced
1
High School
null
14.672237
Rural
Basic
0
0
826
2
2021-12-25 15:21:39.112553
Good
Yes
Weekly
House
110
1,165,556
52
Male
12,094
Married
3
Master's
null
13.907
Suburban
Premium
0
15
519
4
2023-09-02 15:21:39.283783
Good
No
Rarely
Condo
706
1,165,557
44
Male
null
Single
1
High School
Self-Employed
27.420197
Urban
Basic
1
8
339
2
2023-12-31 15:21:39.173834
Good
Yes
Weekly
House
1,209
1,165,558
26
Male
35,139
Married
4
Bachelor's
null
6.92266
Rural
Comprehensive
0
19
722
8
2021-11-14 15:21:39.126661
Poor
No
Rarely
Apartment
2,431
1,165,559
21
Male
7,069
Single
3
PhD
Self-Employed
null
Rural
Premium
1
13
799
9
2021-02-28 15:21:39.155231
Poor
No
Monthly
House
563
1,165,560
56
Female
null
Married
null
Master's
Employed
4.053395
Rural
Basic
2
19
381
7
2020-07-10 15:21:39.185215
Good
No
Daily
House
2,466
1,165,561
39
Female
64,882
Divorced
3
Master's
Unemployed
7.367092
Suburban
Basic
1
8
null
6
2019-12-16 15:21:39.209847
Average
Yes
Rarely
House
366
1,165,562
64
Male
8,057
Divorced
3
Master's
null
16.813158
Suburban
Basic
0
14
566
1
2022-09-13 15:21:39.237118
Good
No
Daily
House
107
1,165,563
25
Female
92,284
Single
0
PhD
Employed
31.996933
Rural
Premium
null
18
343
3
2022-02-27 15:21:39.128175
Good
No
Daily
Condo
1,346
1,165,564
58
Female
10,044
Divorced
4
Master's
Unemployed
13.756964
Rural
Premium
0
1
627
7
2021-06-15 15:21:39.283783
Average
Yes
Rarely
Apartment
1,563
1,165,565
46
Male
3,636
Divorced
null
Master's
Unemployed
51.885632
Rural
Premium
1
5
446
3
2021-06-25 15:21:39.155231
Average
No
Weekly
Condo
2,215
1,165,566
21
Female
7,072
Single
2
PhD
null
14.143775
Suburban
Comprehensive
0
14
730
9
2024-04-01 15:21:39.105504
null
No
Daily
Apartment
1,331
1,165,567
51
Female
18,443
Divorced
0
PhD
Unemployed
18.237784
Rural
Comprehensive
0
16
590
4
2022-12-26 15:21:39.090124
Good
Yes
Monthly
House
782
1,165,568
37
Male
74,524
Single
1
Master's
Employed
11.919118
Rural
Basic
0
0
359
9
2023-09-28 15:21:39.152732
Good
Yes
Daily
Apartment
607
1,165,569
43
Female
2,533
Divorced
3
High School
null
21.917995
Urban
Premium
0
17
848
4
2023-04-01 15:21:39.263432
Poor
No
Monthly
Apartment
61
1,165,570
39
Female
394
Single
0
High School
null
26.653451
Rural
Premium
0
16
564
5
2021-10-12 15:21:39.134960
Good
No
Weekly
Apartment
912
1,165,571
22
Male
45,125
Single
3
Bachelor's
null
27.957884
Rural
Basic
null
12
null
6
2021-05-25 15:21:39.283783
Good
No
Monthly
Apartment
70
1,165,572
45
Female
60,517
Married
0
High School
Unemployed
22.94502
Rural
Comprehensive
0
12
411
6
2022-10-18 15:21:39.155231
Poor
No
Daily
House
627
1,165,573
33
Female
null
Single
null
Master's
Employed
null
Suburban
Basic
1
4
696
2
2019-10-24 15:21:39.207847
Poor
Yes
Monthly
Apartment
2,840
1,165,574
37
Male
5,091
Married
0
Master's
Unemployed
34.527253
Urban
Basic
3
13
757
4
2023-06-15 15:21:39.289099
Poor
Yes
Weekly
Apartment
1,368
1,165,575
46
Male
39,649
Single
0
Bachelor's
Employed
24.844492
Suburban
Comprehensive
3
12
488
5
2020-07-10 15:21:39.089116
Average
Yes
Monthly
Condo
478
1,165,576
31
Male
28,606
Divorced
0
Master's
Employed
26.895342
Rural
Premium
1
12
393
6
2021-01-24 15:21:39.286113
Good
No
Daily
Condo
508
1,165,577
54
Male
20,566
Divorced
null
Bachelor's
Self-Employed
30.988119
Urban
Premium
0
15
496
5
2024-07-09 15:21:39.089116
Average
Yes
Monthly
Condo
197
1,165,578
61
Male
8,891
Single
0
High School
Self-Employed
null
Suburban
Premium
null
14
693
3
2022-12-12 15:21:39.186212
Average
No
Rarely
Condo
1,340
1,165,579
18
Male
17,098
Married
3
Master's
Employed
39.703957
Urban
Comprehensive
1
19
771
4
2024-02-25 15:21:39.109552
Good
No
Weekly
Condo
2,664
1,165,580
44
Female
8,062
Single
1
PhD
Unemployed
null
Suburban
Premium
null
17
null
1
2020-08-08 15:21:39.220389
Poor
No
Rarely
Apartment
2,512
1,165,581
43
Female
24,894
Married
0
PhD
Employed
14.294926
Urban
Comprehensive
1
10
473
1
2022-03-11 15:21:39.282785
Good
Yes
Weekly
Apartment
639
1,165,582
44
Male
30,863
Married
0
PhD
Unemployed
28.938955
Urban
Premium
1
11
541
8
2020-02-13 15:21:39.155231
Good
No
Monthly
House
1,181
1,165,583
28
Male
55
Divorced
0
PhD
Unemployed
46.052768
Rural
Premium
1
3
720
3
2024-02-28 15:21:39.126661
Average
No
Weekly
House
959
1,165,584
39
Female
38,996
Single
2
PhD
Employed
45.608887
Urban
Premium
1
8
363
1
2023-08-05 15:21:39.288099
Average
No
Daily
House
968
1,165,585
52
Female
null
Divorced
1
High School
null
29.520058
Rural
Basic
0
19
413
7
2024-01-20 15:21:39.143708
Average
Yes
Daily
Apartment
603
1,165,586
36
Male
66,872
Divorced
3
Master's
null
14.817417
Rural
Premium
0
16
326
6
2022-04-20 15:21:39.226954
Average
No
Monthly
Apartment
1,059
1,165,587
58
Male
16,284
Single
3
Bachelor's
Unemployed
18.242344
Suburban
Premium
2
15
621
6
2021-10-26 15:21:39.278402
Good
Yes
Daily
Condo
2,957
1,165,588
45
Male
71,429
Married
3
High School
Unemployed
37.796408
Suburban
Comprehensive
1
3
null
1
2020-06-07 15:21:39.081504
Poor
No
Monthly
Condo
123
1,165,589
20
Female
1,322
Single
0
High School
Unemployed
15.923732
Rural
Basic
3
18
796
6
2023-10-30 15:21:39.155231
Poor
Yes
Rarely
Condo
2,895
1,165,590
36
Female
1,130
Divorced
0
Master's
Self-Employed
null
Rural
Comprehensive
null
15
843
3
2019-12-19 15:21:39.173834
Average
Yes
Monthly
House
1,403
1,165,591
28
Female
24,961
Married
4
PhD
null
27.874016
Rural
Basic
0
10
null
7
2023-02-02 15:21:39.187211
Average
No
Daily
Condo
988
1,165,592
32
Male
24,894
Single
1
Master's
Employed
24.060938
Urban
Comprehensive
null
9
541
1
2024-02-17 15:21:39.194829
Poor
Yes
Monthly
Condo
1,117
1,165,593
48
Female
37,674
Single
1
PhD
null
43.89126
Urban
Premium
null
8
727
8
2023-10-13 15:21:39.187211
Average
Yes
Rarely
Apartment
1,470
1,165,594
59
Male
38,870
Married
1
Master's
Unemployed
21.670859
Suburban
Basic
2
11
367
8
2021-08-17 15:21:39.134960
Average
No
Monthly
Apartment
1,417
1,165,595
32
Male
null
Divorced
3
High School
null
23.944776
Urban
Premium
0
9
609
5
2024-03-19 15:21:39.261856
Poor
Yes
Rarely
Condo
89
1,165,596
36
Female
22,744
Single
4
Master's
Self-Employed
23.402821
Rural
Premium
1
15
390
7
2023-01-22 15:21:39.155231
Average
Yes
Weekly
House
1,269
1,165,597
53
Male
51,525
Married
3
Bachelor's
Unemployed
25.839308
Suburban
Basic
1
4
734
6
2020-07-13 15:21:39.289099
Average
No
Rarely
Condo
108
1,165,598
59
Male
27,358
Divorced
1
PhD
null
16.371467
Suburban
Comprehensive
0
7
602
1
2019-12-02 15:21:39.155231
Average
No
Daily
House
35
1,165,599
55
Male
16,992
Single
3
High School
Employed
5.889251
Urban
Basic
2
15
null
3
2022-09-11 15:21:39.080440
Good
No
Weekly
Apartment
2,567