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
1,181,400
50
Male
6,051
Single
2
PhD
Employed
41.012164
Urban
Comprehensive
null
9
781
6
2023-12-09 15:21:39.276901
Average
No
Weekly
Apartment
637
1,181,401
64
Male
25,893
Single
1
Bachelor's
null
15.01356
Rural
Basic
0
0
833
4
2022-09-04 15:21:39.126661
Poor
No
Rarely
House
846
1,181,402
22
Male
107,431
Single
3
PhD
Self-Employed
12.584685
Urban
Basic
null
13
409
1
2019-09-20 15:21:39.207847
Good
Yes
Weekly
Condo
1,736
1,181,403
40
Female
10,645
Divorced
2
Bachelor's
Employed
18.153897
Urban
Comprehensive
0
19
null
3
2020-11-06 15:21:39.155231
Good
No
Daily
House
675
1,181,404
61
Male
2,467
Divorced
1
High School
Self-Employed
29.898113
Suburban
Comprehensive
0
16
818
9
2022-06-22 15:21:39.096739
Poor
No
Rarely
Condo
209
1,181,405
48
Female
18,227
Divorced
2
PhD
null
43.498728
Urban
Basic
3
10
681
3
2021-01-23 15:21:39.261856
Good
No
Monthly
Condo
30
1,181,406
60
Male
25,530
Single
3
High School
null
32.917755
Urban
Basic
null
16
null
3
2022-04-30 15:21:39.204790
Average
Yes
Monthly
House
605
1,181,407
44
Female
11,560
Married
null
PhD
Unemployed
11.589302
Rural
Premium
1
13
751
8
2024-05-26 15:21:39.134960
Good
No
Monthly
Condo
432
1,181,408
31
Female
1,318
Divorced
null
Master's
null
18.918674
Rural
Basic
null
18
null
4
2024-07-24 15:21:39.086123
Good
No
Monthly
House
266
1,181,409
48
Female
10,700
Married
0
High School
Unemployed
38.037229
Suburban
Basic
null
17
369
4
2024-04-26 15:21:39.190215
Average
No
Daily
House
625
1,181,410
62
Male
91,518
Single
4
PhD
Self-Employed
21.402696
Suburban
Comprehensive
3
12
498
3
2021-02-27 15:21:39.175719
null
No
Rarely
House
1,337
1,181,411
40
Male
23,887
Married
1
Bachelor's
Unemployed
43.539709
Urban
Comprehensive
0
9
516
6
2024-02-07 15:21:39.236064
Poor
Yes
Rarely
Apartment
49
1,181,412
26
Female
109,828
Married
1
High School
Unemployed
13.054236
Rural
Premium
2
1
739
2
2022-09-23 15:21:39.094752
Average
Yes
Monthly
House
2,271
1,181,413
18
Male
121,177
Married
2
PhD
Self-Employed
51.645868
Urban
Basic
3
3
742
8
2019-11-11 15:21:39.134960
Poor
Yes
Daily
Apartment
1,520
1,181,414
55
Female
5,979
Divorced
4
High School
Unemployed
51.919284
Urban
Premium
null
6
541
1
2023-07-11 15:21:39.269494
Average
No
Monthly
Apartment
1,686
1,181,415
53
Female
59,341
Single
0
Bachelor's
Employed
20.538636
Suburban
Comprehensive
null
14
580
4
2023-01-23 15:21:39.096739
Poor
No
Daily
House
194
1,181,416
49
Female
41,831
Divorced
4
PhD
Employed
27.966341
Suburban
Premium
null
12
582
2
2019-11-01 15:21:39.167099
Average
No
Daily
Condo
291
1,181,417
39
Female
1,020
Married
4
Master's
null
null
Urban
Basic
1
8
706
5
2020-09-06 15:21:39.155231
Good
Yes
Weekly
Apartment
816
1,181,418
55
Female
1,368
Divorced
2
Master's
Self-Employed
null
Urban
Basic
null
8
687
3
2024-06-30 15:21:39.279729
Average
No
Monthly
Condo
2,875
1,181,419
60
Female
25,143
Married
0
PhD
null
25.882183
Rural
Premium
2
17
640
5
2020-01-15 15:21:39.171102
Poor
No
Rarely
House
260
1,181,420
56
Female
18,085
Married
0
High School
Self-Employed
26.966396
Suburban
Basic
0
2
null
7
2022-10-02 15:21:39.209847
Average
No
Weekly
Apartment
731
1,181,421
57
Male
36,008
Single
1
Bachelor's
null
43.93551
Suburban
Premium
3
10
771
8
2021-04-12 15:21:39.209847
Good
Yes
Monthly
House
38
1,181,422
53
Male
null
Married
0
Bachelor's
Unemployed
24.243661
Urban
Basic
1
7
null
7
2024-04-11 15:21:39.121169
Poor
Yes
Rarely
House
251
1,181,423
35
Female
null
Single
4
PhD
Unemployed
27.859356
Suburban
Comprehensive
null
1
772
1
2019-09-25 15:21:39.237118
Poor
No
Weekly
Condo
74
1,181,424
22
Female
9,909
Divorced
2
High School
Self-Employed
17.509903
Suburban
Premium
null
10
583
3
2021-11-20 15:21:39.267454
Average
No
Rarely
Condo
1,251
1,181,425
37
Male
3,452
Married
1
PhD
Self-Employed
17.293694
Suburban
Premium
0
4
314
1
2022-01-08 15:21:39.121169
Good
No
Rarely
Condo
3,452
1,181,426
39
Male
43,481
Single
2
PhD
Unemployed
29.094479
Rural
Comprehensive
0
1
677
6
2021-07-22 15:21:39.237118
Good
Yes
Daily
Condo
610
1,181,427
23
Male
null
Single
1
Bachelor's
null
13.038269
Rural
Premium
null
13
765
3
2021-09-25 15:21:39.134960
Good
Yes
Weekly
House
61
1,181,428
55
Female
81,799
Single
null
PhD
null
10.660909
Urban
Basic
null
1
393
3
2021-08-16 15:21:39.085129
Poor
No
Weekly
House
1,231
1,181,429
23
Female
111,052
Divorced
0
PhD
null
14.721504
Urban
Premium
0
3
407
9
2023-11-04 15:21:39.134960
Good
Yes
Daily
Apartment
1,682
1,181,430
22
Female
16,225
Divorced
3
High School
Employed
null
Rural
Comprehensive
0
14
473
6
2020-10-13 15:21:39.094752
Average
Yes
Daily
Apartment
1,727
1,181,431
64
Female
1,608
Single
3
Bachelor's
Unemployed
35.052953
Suburban
Comprehensive
1
17
null
8
2020-10-28 15:21:39.126661
Good
Yes
Daily
Condo
2,908
1,181,432
41
Male
752
Married
2
Master's
null
25.545546
Suburban
Comprehensive
null
17
700
8
2021-03-12 15:21:39.086123
Poor
No
Rarely
House
65
1,181,433
26
Male
51,407
Single
0
Bachelor's
null
24.624286
Urban
Premium
0
14
398
3
2022-04-10 15:21:39.121169
Good
No
Monthly
Condo
204
1,181,434
60
Male
7,531
Divorced
3
Master's
Unemployed
13.589645
Suburban
Basic
null
13
751
4
2022-03-16 15:21:39.179186
Average
Yes
Daily
Apartment
548
1,181,435
56
Female
61,897
null
3
Bachelor's
Employed
13.271327
Urban
Premium
3
2
534
3
2024-03-14 15:21:39.255696
Poor
Yes
Rarely
Condo
696
1,181,436
34
Male
132,458
Divorced
0
PhD
null
32.817488
Urban
Premium
2
4
729
4
2022-09-26 15:21:39.167099
null
No
Rarely
Apartment
541
1,181,437
45
Female
46,913
Single
0
High School
null
27.818237
Rural
Comprehensive
2
16
478
3
2022-11-02 15:21:39.224915
Poor
Yes
Weekly
House
110
1,181,438
52
Female
35,670
Single
3
High School
null
14.696581
Urban
Basic
1
19
368
4
2023-04-19 15:21:39.225916
Good
No
Daily
Condo
539
1,181,439
33
Female
59,058
Single
2
Master's
Employed
30.052727
Suburban
Basic
2
4
370
2
2022-07-15 15:21:39.134960
Poor
Yes
Daily
Apartment
736
1,181,440
45
Male
16,094
Single
2
High School
Self-Employed
10.777917
Rural
Comprehensive
null
10
731
6
2024-05-02 15:21:39.134960
Average
No
Weekly
House
447
1,181,441
49
Male
23,146
Married
3
PhD
Employed
6.547443
Urban
Comprehensive
2
6
809
1
2023-06-13 15:21:39.155231
null
Yes
Weekly
House
654
1,181,442
40
Female
43,936
Married
4
Master's
null
14.98011
Rural
Premium
null
14
811
7
2022-07-28 15:21:39.261856
Average
Yes
Monthly
Apartment
465
1,181,443
48
Male
16,963
Single
null
Bachelor's
Unemployed
48.166698
Urban
Basic
null
5
599
7
2021-12-29 15:21:39.113566
Average
Yes
Daily
House
1,209
1,181,444
19
Female
59,534
Divorced
4
Master's
Unemployed
17.259935
Suburban
Comprehensive
1
5
695
4
2023-01-10 15:21:39.105504
Poor
No
Rarely
Apartment
76
1,181,445
58
Male
38,119
Married
4
PhD
Self-Employed
35.619474
Suburban
Comprehensive
null
5
null
3
2020-03-24 15:21:39.285112
Good
No
Weekly
House
959
1,181,446
33
Male
29,077
Married
null
High School
null
30.610616
Rural
Comprehensive
0
19
593
3
2020-10-11 15:21:39.189223
null
Yes
Daily
House
209
1,181,447
32
Male
45,287
Single
3
High School
Employed
13.494964
Urban
Basic
3
4
548
5
2021-01-02 15:21:39.155231
Poor
No
Daily
Apartment
1,059
1,181,448
59
Female
1,545
Single
4
PhD
Self-Employed
11.477853
Rural
Basic
0
7
null
1
2021-07-14 15:21:39.175719
Average
Yes
Rarely
Condo
50
1,181,449
52
Female
6,996
Married
null
PhD
Unemployed
4.895694
Suburban
Basic
null
0
507
5
2023-01-01 15:21:39.211806
Average
Yes
Weekly
Apartment
722
1,181,450
64
Female
83,338
Single
4
PhD
Self-Employed
14.2949
Rural
Comprehensive
null
12
772
6
2019-09-14 15:21:39.226954
Good
Yes
Monthly
Apartment
2,049
1,181,451
36
Female
55,148
Married
0
Master's
null
40.912304
Urban
Comprehensive
1
4
425
8
2024-04-05 15:21:39.126661
Average
No
Weekly
Condo
874
1,181,452
43
Male
12,984
Single
0
Bachelor's
Self-Employed
27.758979
Urban
Basic
0
17
534
2
2019-11-19 15:21:39.155231
Average
No
Daily
House
2,727
1,181,453
20
Female
null
Married
0
Bachelor's
Unemployed
32.386692
Suburban
Comprehensive
0
5
435
7
2022-07-15 15:21:39.098696
Poor
Yes
Monthly
Apartment
3,022
1,181,454
23
Male
39,593
Divorced
1
Bachelor's
Self-Employed
44.924369
Rural
Premium
2
7
662
9
2021-12-10 15:21:39.134960
Average
Yes
Daily
House
2,221
1,181,455
54
Female
85,660
Married
1
PhD
Employed
19.158888
Suburban
Premium
0
12
391
1
2021-07-28 15:21:39.247098
Poor
No
Weekly
Condo
716
1,181,456
21
Female
83,474
Married
4
Master's
null
29.356414
Rural
Basic
2
3
351
4
2021-10-20 15:21:39.218388
Good
No
Weekly
House
1,486
1,181,457
63
Male
30,669
Married
2
High School
Self-Employed
6.834895
Rural
Comprehensive
0
8
791
8
2020-12-03 15:21:39.122134
Poor
No
Monthly
Condo
1,705
1,181,458
27
Female
6,826
Divorced
3
High School
Employed
null
Rural
Premium
null
0
474
7
2022-10-04 15:21:39.092127
Good
Yes
Weekly
House
1,534
1,181,459
35
Male
55,761
Divorced
null
High School
Self-Employed
19.92948
Urban
Premium
null
16
355
2
2021-04-05 15:21:39.155231
Good
Yes
Rarely
Condo
1,578
1,181,460
null
Male
3,813
Divorced
null
Bachelor's
Self-Employed
3.26366
Rural
Basic
0
3
517
9
2020-09-23 15:21:39.192212
Good
No
Monthly
Condo
36
1,181,461
40
Female
36,456
Married
1
Bachelor's
Self-Employed
null
Urban
Comprehensive
null
9
476
7
2022-08-17 15:21:39.082499
Average
Yes
Rarely
House
839
1,181,462
53
Male
20,281
Divorced
1
Master's
Employed
51.572725
Rural
Comprehensive
null
12
573
7
2023-07-06 15:21:39.134960
Poor
Yes
Rarely
Condo
476
1,181,463
60
Female
14,093
Divorced
0
Master's
Employed
37.655078
Suburban
Comprehensive
0
6
760
9
2023-09-22 15:21:39.107553
Average
Yes
Weekly
Apartment
1,163
1,181,464
41
Male
23,982
Divorced
3
PhD
Unemployed
28.942246
Rural
Comprehensive
0
5
617
8
2020-02-23 15:21:39.155231
Poor
Yes
Rarely
Condo
894
1,181,465
57
Female
141,231
Divorced
3
Bachelor's
Unemployed
22.373003
Rural
Premium
null
2
647
5
2024-05-03 15:21:39.202448
Average
No
Daily
Condo
271
1,181,466
24
Female
16,233
Single
0
Master's
null
23.759464
Urban
Basic
null
6
686
8
2023-10-20 15:21:39.092127
Average
Yes
Daily
Apartment
1,029
1,181,467
41
Female
3,849
Married
2
Master's
Employed
24.121241
Suburban
Comprehensive
null
19
466
7
2023-03-10 15:21:39.273973
Good
Yes
Monthly
Condo
1,094
1,181,468
35
Female
7,791
Married
0
PhD
null
19.534888
Urban
Comprehensive
0
8
null
8
2020-05-27 15:21:39.134960
Average
Yes
Monthly
Condo
891
1,181,469
34
Female
29,055
Married
4
PhD
Self-Employed
6.717148
Urban
Premium
1
0
810
5
2023-12-22 15:21:39.151732
Good
No
Daily
House
871
1,181,470
47
Male
18,063
Single
null
Bachelor's
Employed
20.927268
Urban
Premium
1
6
522
9
2022-11-25 15:21:39.170099
Average
No
Monthly
Apartment
684
1,181,471
19
Male
46,164
Married
0
PhD
Unemployed
26.20792
Suburban
Basic
3
18
null
5
2020-06-21 15:21:39.146733
Good
Yes
Monthly
Condo
856
1,181,472
37
Male
1,096
Married
4
PhD
Unemployed
23.987824
Urban
Comprehensive
0
11
678
1
2023-01-10 15:21:39.231531
Good
Yes
Rarely
Condo
2,161
1,181,473
59
Female
76,584
Single
4
Master's
Unemployed
26.711576
Urban
Comprehensive
2
19
509
7
2024-03-09 15:21:39.226954
Average
No
Weekly
Apartment
835
1,181,474
49
Female
66,783
Single
0
High School
Employed
null
Rural
Comprehensive
2
12
null
2
2021-07-19 15:21:39.155231
Poor
No
Daily
Apartment
23
1,181,475
61
Male
705
Divorced
1
High School
null
20.7381
Urban
Premium
2
18
709
2
2020-06-20 15:21:39.134960
null
No
Weekly
House
2,446
1,181,476
21
Male
13,353
Divorced
2
Master's
null
21.844283
Rural
Basic
0
4
761
8
2021-04-17 15:21:39.155231
Good
Yes
Weekly
Apartment
1,862
1,181,477
19
Female
20,276
Divorced
0
PhD
Self-Employed
36.791019
Urban
Comprehensive
2
12
548
8
2022-10-28 15:21:39.145732
Average
No
Daily
Condo
1,711
1,181,478
37
Male
12,061
Single
null
High School
Unemployed
28.918433
Urban
Comprehensive
null
0
648
2
2021-05-20 15:21:39.175719
Good
No
Daily
Apartment
925
1,181,479
57
Male
69,969
Divorced
2
Bachelor's
null
25.97739
Rural
Basic
2
15
539
9
2022-12-04 15:21:39.155231
Good
No
Daily
House
173
1,181,480
26
Male
23,593
Married
4
High School
null
51.951883
Rural
Comprehensive
0
14
731
5
2019-09-03 15:21:39.123711
Good
No
Weekly
Condo
792
1,181,481
20
Female
14,982
Single
1
Bachelor's
Self-Employed
22.818803
Rural
Basic
1
7
741
7
2021-03-09 15:21:39.237118
Good
Yes
Rarely
Condo
2,343
1,181,482
49
Female
828
Single
3
Bachelor's
null
null
Rural
Basic
2
10
613
3
2020-11-24 15:21:39.187211
Poor
No
Weekly
Apartment
1,668
1,181,483
41
Female
29,483
Married
2
Bachelor's
Employed
20.996967
Rural
Basic
1
10
658
7
2020-10-13 15:21:39.116179
Average
No
Rarely
Condo
2,592
1,181,484
43
Female
11,526
Divorced
0
High School
null
51.372899
Urban
Premium
1
16
698
1
2020-06-18 15:21:39.154008
Poor
Yes
Rarely
House
22
1,181,485
36
Male
23,146
Divorced
1
Bachelor's
Self-Employed
14.282656
Suburban
Comprehensive
0
17
657
4
2021-04-30 15:21:39.134960
Average
Yes
Weekly
Apartment
23
1,181,486
49
Female
40,301
Single
3
High School
null
8.592403
Suburban
Comprehensive
null
16
816
8
2022-11-25 15:21:39.259788
Good
No
Monthly
Apartment
447
1,181,487
36
Male
11,793
Divorced
0
PhD
null
23.684045
Suburban
Premium
0
18
640
9
2021-03-08 15:21:39.134960
Poor
No
Weekly
Condo
112
1,181,488
26
Male
null
Married
2
High School
Self-Employed
null
Suburban
Basic
0
11
352
5
2019-12-22 15:21:39.223901
Poor
Yes
Monthly
Apartment
534
1,181,489
43
Male
null
Single
4
High School
null
24.723489
Rural
Comprehensive
1
13
null
7
2023-07-14 15:21:39.276901
Good
Yes
Weekly
Apartment
299
1,181,490
47
Female
2,586
Single
2
PhD
Self-Employed
12.837476
Suburban
Comprehensive
2
17
556
1
2021-02-09 15:21:39.204790
Poor
Yes
Rarely
Condo
692
1,181,491
46
Male
46,102
Married
3
Bachelor's
Unemployed
45.514731
Suburban
Basic
null
19
585
2
2023-02-07 15:21:39.154008
Poor
Yes
Daily
Apartment
818
1,181,492
20
Male
82,815
Single
4
Bachelor's
Unemployed
19.093337
Suburban
Basic
1
14
null
5
2023-11-11 15:21:39.146733
Poor
No
Daily
House
205
1,181,493
43
Female
45,106
Divorced
2
Bachelor's
Self-Employed
null
Rural
Basic
1
6
711
3
2022-01-04 15:21:39.134960
Good
Yes
Weekly
Apartment
1,548
1,181,494
37
Female
5,169
Single
null
PhD
null
8.927379
Rural
Basic
2
5
738
8
2019-09-22 15:21:39.206847
Good
No
Monthly
Condo
548
1,181,495
40
Female
null
Single
4
Bachelor's
Employed
9.152916
Urban
Comprehensive
null
18
null
4
2021-10-22 15:21:39.080440
Average
Yes
Daily
Apartment
185
1,181,496
20
Female
17,054
Married
4
Master's
Unemployed
7.715259
Urban
Premium
0
1
518
7
2022-07-28 15:21:39.134960
Good
Yes
Weekly
House
719
1,181,497
45
Male
122,136
Single
0
Master's
Employed
27.939291
Rural
Comprehensive
null
16
462
7
2023-02-28 15:21:39.222387
Average
No
Daily
Condo
3,070
1,181,498
18
Female
null
Divorced
1
Bachelor's
Employed
21.515836
Suburban
Premium
0
9
742
1
2020-06-04 15:21:39.149731
Poor
No
Monthly
Apartment
273
1,181,499
39
Female
34,409
Single
3
Master's
Self-Employed
31.168619
Suburban
Comprehensive
2
8
440
1
2020-10-15 15:21:39.237118
Average
No
Weekly
Condo
618