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
3,500
32
Female
80,546
Married
0
Master's
Self-Employed
29.078424
Suburban
Premium
0
3
674
4
2024-02-20 15:21:39.278402
Poor
Yes
Weekly
Condo
260
3,501
41
Female
2,586
Single
null
PhD
null
46.253253
Suburban
Comprehensive
null
8
null
6
2023-06-04 15:21:39.231531
Poor
No
Monthly
Condo
3,719
3,502
54
Male
28,450
Divorced
0
PhD
Employed
31.051725
Rural
Comprehensive
0
18
506
4
2022-05-30 15:21:39.185215
Good
No
Monthly
Condo
1,256
3,503
62
Male
88,628
Single
3
High School
Employed
36.808852
Suburban
Premium
1
17
441
7
2022-02-20 15:21:39.132191
Average
No
Monthly
House
219
3,504
58
Female
4,094
Divorced
1
High School
Self-Employed
42.133375
Suburban
Premium
null
10
null
8
2021-05-21 15:21:39.215386
Average
Yes
Weekly
Apartment
393
3,505
56
Female
5,673
Married
1
High School
Self-Employed
29.906376
Rural
Basic
2
17
495
9
2023-09-12 15:21:39.237118
Poor
Yes
Rarely
Condo
2,941
3,506
55
Female
16,053
null
1
Master's
null
5.057034
Rural
Basic
0
18
637
3
2022-09-18 15:21:39.173834
Good
Yes
Rarely
Apartment
833
3,507
63
Male
14,400
Married
4
High School
Self-Employed
33.914985
Urban
Premium
2
16
759
5
2021-04-13 15:21:39.225916
Good
No
Rarely
Apartment
278
3,508
27
Female
63,107
Single
4
PhD
Self-Employed
12.646565
Suburban
Basic
1
18
419
2
2019-10-27 15:21:39.155231
Average
Yes
Monthly
Apartment
2,789
3,509
28
Male
89,811
Single
3
PhD
null
50.898167
Suburban
Comprehensive
3
7
660
2
2022-11-29 15:21:39.106582
Average
No
Monthly
Condo
1,445
3,510
56
Female
38,797
Single
1
Master's
Employed
36.207791
Urban
Comprehensive
null
0
null
1
2020-09-29 15:21:39.177724
Poor
Yes
Rarely
House
1,279
3,511
37
Male
44,607
Divorced
null
High School
null
11.068847
Urban
Basic
null
6
826
5
2021-11-17 15:21:39.201446
Poor
Yes
Weekly
Condo
1,053
3,512
37
Female
4,415
Married
3
PhD
null
36.691357
Urban
Comprehensive
2
6
755
8
2022-10-09 15:21:39.155231
Average
No
Rarely
Apartment
557
3,513
30
Female
30,228
Divorced
1
Master's
Employed
7.003547
Suburban
Comprehensive
1
2
669
6
2024-03-09 15:21:39.124659
null
No
Rarely
Condo
892
3,514
57
Female
38,298
Married
0
Master's
Employed
18.749112
Suburban
Basic
null
3
537
1
2023-11-03 15:21:39.155231
Poor
No
Daily
House
1,330
3,515
46
Female
16,215
Married
0
High School
null
7.788295
Urban
Comprehensive
1
18
848
1
2022-11-10 15:21:39.251142
Good
No
Daily
Apartment
2,677
3,516
28
Male
824
Married
1
Bachelor's
Employed
null
Suburban
Basic
1
4
689
8
2019-11-25 15:21:39.155231
Average
No
Daily
Apartment
1,168
3,517
24
Female
17,094
Divorced
null
PhD
Employed
8.147311
Urban
Premium
1
17
552
4
2022-10-03 15:21:39.168099
Poor
Yes
Daily
Apartment
631
3,518
25
Female
23,755
Married
0
PhD
Unemployed
39.501918
Suburban
Premium
null
8
null
9
2024-02-02 15:21:39.236064
Poor
Yes
Monthly
Condo
349
3,519
27
Male
59,815
Married
1
High School
Self-Employed
27.595331
Urban
Basic
null
4
439
5
2020-09-25 15:21:39.261856
Average
Yes
Weekly
Apartment
533
3,520
35
Male
55,719
Divorced
2
Bachelor's
Unemployed
7.826175
Rural
Basic
2
5
629
5
2022-05-13 15:21:39.176717
Good
Yes
Monthly
House
2,266
3,521
33
Male
121,247
Divorced
3
Bachelor's
Unemployed
36.816403
Urban
Basic
1
17
null
9
2021-09-24 15:21:39.237118
Average
No
Daily
Apartment
182
3,522
56
Male
32,483
Divorced
3
Master's
Employed
4.251157
Suburban
Basic
null
18
732
4
2024-03-05 15:21:39.165120
Good
Yes
Daily
House
227
3,523
35
Female
4,981
Single
4
Master's
Employed
48.836351
Urban
Premium
0
4
null
1
2024-08-03 15:21:39.274993
Poor
No
Daily
House
2,228
3,524
47
Male
16,754
Single
1
Bachelor's
null
20.82733
Rural
Basic
null
13
841
2
2021-05-18 15:21:39.134960
null
No
Weekly
Apartment
439
3,525
56
Male
138,988
Divorced
1
Master's
Employed
8.892629
Rural
Comprehensive
null
15
571
9
2021-06-25 15:21:39.182597
Good
Yes
Weekly
Condo
111
3,526
61
Male
38,117
Married
1
High School
null
8.73729
Rural
Comprehensive
1
11
514
9
2024-05-30 15:21:39.134960
Poor
No
Rarely
Apartment
773
3,527
18
Female
1,208
Divorced
4
PhD
Employed
19.812683
Suburban
Comprehensive
1
12
583
4
2021-02-16 15:21:39.106582
null
Yes
Monthly
Apartment
686
3,528
50
Female
16,054
Single
3
High School
Employed
null
Rural
Comprehensive
6
19
815
1
2020-04-26 15:21:39.264504
Good
Yes
Monthly
House
1,526
3,529
63
Female
38,806
Divorced
null
Master's
Unemployed
47.584877
Rural
Basic
0
0
565
1
2023-10-04 15:21:39.131192
Good
Yes
Rarely
Condo
1,181
3,530
59
Female
13,678
Divorced
2
High School
Unemployed
17.749074
Suburban
Premium
0
0
839
1
2023-10-11 15:21:39.237118
Average
Yes
Daily
Apartment
3,059
3,531
58
Female
45,277
Married
4
Bachelor's
Employed
24.261324
Rural
Premium
0
18
324
4
2023-07-13 15:21:39.255696
Poor
Yes
Weekly
Apartment
1,275
3,532
37
Male
39,000
Divorced
3
Bachelor's
Employed
31.879542
Rural
Premium
2
6
630
7
2024-06-20 15:21:39.198406
Good
No
Daily
Apartment
350
3,533
52
Male
8,881
Single
3
Master's
null
23.935005
Suburban
Comprehensive
1
13
758
3
2024-06-17 15:21:39.289099
Good
No
Weekly
House
583
3,534
23
Female
23,708
Single
2
PhD
Self-Employed
27.622952
Suburban
Premium
2
8
582
4
2023-03-31 15:21:39.134960
null
Yes
Monthly
Condo
1,132
3,535
null
Female
1,267
Divorced
3
PhD
Unemployed
31.859674
Suburban
Comprehensive
0
13
null
7
2021-08-23 15:21:39.208842
null
No
Monthly
Condo
1,879
3,536
22
Male
28,450
Single
4
Master's
Unemployed
14.835895
Rural
Basic
2
11
829
5
2021-12-09 15:21:39.176717
Good
No
Weekly
Condo
819
3,537
42
Male
4,580
Married
2
Bachelor's
Employed
null
Rural
Basic
0
9
703
7
2020-02-08 15:21:39.155231
Poor
Yes
Weekly
House
1,640
3,538
53
Male
30,429
Married
1
Master's
null
34.09835
Urban
Premium
null
1
null
4
2023-02-04 15:21:39.134960
Average
No
Monthly
House
604
3,539
39
Male
27,849
Divorced
3
PhD
null
20.904458
Suburban
Basic
0
12
676
6
2023-12-26 15:21:39.155231
Average
Yes
Monthly
Condo
2,316
3,540
23
Male
121,607
Single
1
Master's
Employed
22.098985
Rural
Comprehensive
0
11
307
7
2020-08-24 15:21:39.253660
Poor
No
Weekly
House
677
3,541
19
Male
6,934
Divorced
4
PhD
Employed
19.152522
Rural
Comprehensive
0
6
647
1
2019-09-23 15:21:39.256696
Average
Yes
Daily
Apartment
3,167
3,542
26
Female
45,625
Married
4
Master's
Employed
40.773061
Suburban
Comprehensive
null
5
553
2
2022-06-07 15:21:39.237118
Average
No
Weekly
Apartment
1,201
3,543
52
Female
6,092
Single
4
Master's
Self-Employed
27.567877
Rural
Comprehensive
0
19
null
6
2023-03-09 15:21:39.155231
Poor
Yes
Monthly
Apartment
955
3,544
24
Female
64,494
Married
0
High School
Unemployed
36.049787
Urban
Comprehensive
4
13
434
7
2022-03-04 15:21:39.081504
null
Yes
Weekly
Apartment
299
3,545
21
Male
6,548
Married
null
Master's
Self-Employed
27.074698
Rural
Basic
1
19
null
9
2020-09-22 15:21:39.113566
Average
No
Weekly
Apartment
1,696
3,546
30
Female
26,265
Married
2
Bachelor's
null
24.933596
Urban
Comprehensive
0
1
null
7
2020-11-05 15:21:39.109552
Average
Yes
Rarely
Apartment
1,523
3,547
20
Male
7,072
Single
null
High School
null
11.511565
Rural
Premium
2
15
828
2
2020-04-29 15:21:39.182597
Poor
Yes
Daily
House
885
3,548
34
Female
59,078
Single
2
Master's
null
38.691788
Suburban
Comprehensive
0
1
742
3
2021-10-24 15:21:39.259788
null
Yes
Weekly
Condo
434
3,549
37
Male
7,858
Divorced
0
PhD
Employed
25.791229
Suburban
Comprehensive
null
16
null
4
2022-09-06 15:21:39.289099
Poor
Yes
Rarely
House
518
3,550
58
Female
3,733
Single
4
PhD
Unemployed
null
Suburban
Comprehensive
0
0
670
8
2022-05-29 15:21:39.082499
Average
Yes
Daily
Condo
590
3,551
23
Male
20,797
Divorced
2
Master's
Self-Employed
null
Rural
Premium
2
14
743
9
2022-04-03 15:21:39.149731
null
Yes
Daily
Condo
1,060
3,552
29
Female
709
Married
0
PhD
Self-Employed
14.604475
Suburban
Premium
1
9
442
6
2020-04-25 15:21:39.229482
Average
Yes
Monthly
Apartment
715
3,553
41
Male
38,274
Single
null
High School
Self-Employed
13.610521
Urban
Comprehensive
3
10
673
4
2021-06-18 15:21:39.099739
Poor
Yes
Rarely
Apartment
2,226
3,554
39
Male
33,012
Single
1
High School
Self-Employed
15.133988
Urban
Basic
1
8
680
5
2021-08-15 15:21:39.151732
Good
Yes
Rarely
Apartment
759
3,555
31
Male
112
Married
3
Master's
null
32.446967
Urban
Basic
2
19
null
1
2023-02-10 15:21:39.254678
Good
Yes
Rarely
Apartment
745
3,556
44
Female
null
Single
3
High School
Self-Employed
31.452393
Rural
Basic
null
16
null
5
2021-11-09 15:21:39.155231
Good
Yes
Monthly
Apartment
308
3,557
62
Male
84,513
Married
4
Master's
Self-Employed
25.095321
Suburban
Basic
null
17
373
2
2021-06-17 15:21:39.090124
Average
No
Monthly
Apartment
961
3,558
38
Male
43,937
Married
4
High School
null
null
Urban
Comprehensive
null
10
729
1
2022-10-01 15:21:39.285112
Average
No
Weekly
Apartment
871
3,559
29
Female
38,782
Married
3
Bachelor's
null
47.233054
Urban
Comprehensive
2
1
null
2
2020-12-05 15:21:39.264504
Good
Yes
Weekly
Apartment
115
3,560
47
Female
3,657
Single
0
Bachelor's
Self-Employed
10.068461
Rural
Premium
0
15
791
1
2022-05-07 15:21:39.267454
Good
No
Weekly
House
161
3,561
44
Male
23,952
Divorced
2
Master's
null
5.570099
Urban
Premium
2
5
719
2
2021-06-09 15:21:39.184157
Average
Yes
Weekly
Condo
855
3,562
35
Female
29,340
Divorced
3
Master's
Employed
25.365078
Rural
Premium
null
13
352
6
2023-11-21 15:21:39.226954
Good
Yes
Weekly
Apartment
1,813
3,563
62
Male
20,513
Divorced
2
PhD
Self-Employed
31.003931
Rural
Basic
null
15
315
8
2020-10-18 15:21:39.155231
Good
No
Monthly
Apartment
2,084
3,564
19
Male
10,353
Divorced
3
PhD
Unemployed
49.480101
Rural
Comprehensive
3
14
470
5
2024-02-09 15:21:39.191219
Poor
Yes
Rarely
House
267
3,565
38
Male
71,906
Divorced
null
Bachelor's
Employed
43.814901
Rural
Basic
0
14
455
4
2020-07-25 15:21:39.134960
Good
Yes
Rarely
House
960
3,566
51
Male
37,981
Divorced
1
Bachelor's
null
27.295095
Rural
Comprehensive
1
14
585
9
2021-01-20 15:21:39.155231
Good
Yes
Rarely
Condo
2,391
3,567
27
Female
6,974
Divorced
null
Bachelor's
Self-Employed
11.083444
Urban
Comprehensive
1
16
796
7
2021-10-18 15:21:39.129190
Poor
Yes
Weekly
Condo
2,320
3,568
35
Female
26,355
Divorced
4
PhD
null
40.972508
Suburban
Basic
2
14
null
4
2022-01-31 15:21:39.134960
Average
No
Rarely
Condo
703
3,569
50
Female
16,081
Single
4
Bachelor's
null
43.656315
Suburban
Basic
null
7
745
2
2020-06-25 15:21:39.237118
Poor
Yes
Daily
Apartment
578
3,570
19
Male
94,061
Single
2
PhD
Unemployed
27.392004
Rural
Basic
null
9
449
8
2022-10-16 15:21:39.081504
Good
Yes
Rarely
House
1,310
3,571
32
Male
14,497
Single
4
PhD
Self-Employed
10.925945
Rural
Comprehensive
2
3
668
2
2022-04-17 15:21:39.192212
Good
Yes
Rarely
Condo
2,226
3,572
41
Male
18,108
Divorced
0
High School
Employed
39.246512
Urban
Basic
0
15
821
4
2021-03-23 15:21:39.246098
Good
No
Daily
House
761
3,573
35
Male
28,648
Divorced
3
Master's
Self-Employed
null
Urban
Basic
0
10
526
5
2020-08-05 15:21:39.225916
Poor
Yes
Weekly
Condo
757
3,574
37
Female
73,454
Divorced
3
Bachelor's
Employed
31.924806
Rural
Basic
null
7
307
6
2022-09-04 15:21:39.120168
Good
No
Rarely
Apartment
1,094
3,575
45
Female
56,824
Single
4
Master's
Employed
8.098268
Suburban
Comprehensive
null
14
372
2
2020-05-01 15:21:39.237118
Good
No
Weekly
House
1,166
3,576
25
Male
61,411
Single
3
Master's
Unemployed
36.415824
Rural
Comprehensive
1
17
351
8
2022-08-17 15:21:39.087123
Good
Yes
Rarely
House
1,410
3,577
63
Female
16,139
null
0
High School
Unemployed
34.083851
Suburban
Comprehensive
2
11
439
8
2020-01-25 15:21:39.128286
Average
No
Monthly
House
2,047
3,578
43
Female
24,986
Divorced
null
High School
Self-Employed
22.690023
Urban
Basic
3
3
490
3
2023-03-21 15:21:39.201446
null
No
Monthly
Apartment
1,368
3,579
45
Male
5,749
Married
1
High School
Unemployed
16.944622
Urban
Comprehensive
2
19
null
9
2021-09-11 15:21:39.273973
Poor
Yes
Monthly
Apartment
1,803
3,580
47
Male
8,092
Divorced
1
PhD
Self-Employed
31.154726
Rural
Basic
0
12
711
2
2022-01-30 15:21:39.264504
Good
No
Daily
Condo
3,638
3,581
38
Male
15,123
Single
4
Bachelor's
Unemployed
48.859216
Urban
Basic
0
3
677
2
2022-08-29 15:21:39.283783
Good
Yes
Rarely
Condo
1,432
3,582
25
Male
5,169
Married
4
Bachelor's
Self-Employed
29.342251
Rural
Basic
0
8
768
2
2024-02-18 15:21:39.092127
Average
No
Monthly
House
1,654
3,583
42
Male
77,830
Married
1
Master's
null
51.566712
Urban
Basic
1
1
null
9
2024-03-25 15:21:39.278402
Average
No
Rarely
House
782
3,584
57
Female
24,222
Single
1
Master's
null
25.057713
Rural
Premium
null
9
694
1
2023-09-13 15:21:39.194829
Poor
Yes
Rarely
House
30
3,585
61
Female
101,949
Divorced
2
Master's
Unemployed
42.738149
Rural
Comprehensive
1
11
710
7
2020-06-10 15:21:39.235012
null
Yes
Monthly
House
30
3,586
20
Male
18,062
Single
0
Master's
null
41.371609
Suburban
Basic
null
12
447
7
2023-09-12 15:21:39.174719
Average
Yes
Monthly
House
2,472
3,587
39
Female
26,754
Divorced
0
High School
null
28.646035
Suburban
Premium
null
9
795
5
2019-12-10 15:21:39.146733
Poor
Yes
Daily
Condo
279
3,588
56
Male
25,790
Married
2
Bachelor's
Self-Employed
9.885757
Suburban
Comprehensive
1
19
366
1
2023-12-11 15:21:39.106582
Good
Yes
Daily
Condo
463
3,589
56
Male
null
Single
1
Bachelor's
Unemployed
23.038775
Rural
Comprehensive
3
16
559
6
2020-02-26 15:21:39.188220
Poor
No
Weekly
Apartment
45
3,590
34
Female
3,720
Single
3
High School
null
28.353467
Rural
Premium
2
6
420
9
2023-08-28 15:21:39.252145
Average
No
Weekly
House
904
3,591
31
Male
2,824
Divorced
0
PhD
Employed
46.928304
Urban
Comprehensive
0
18
null
7
2023-06-21 15:21:39.155231
Poor
Yes
Monthly
House
2,652
3,592
62
Female
3,858
Married
3
Bachelor's
Unemployed
18.993504
Suburban
Premium
1
3
580
5
2021-01-16 15:21:39.155231
Good
Yes
Rarely
House
310
3,593
33
Female
6,892
Married
1
PhD
Employed
18.814058
Suburban
Comprehensive
3
16
754
5
2019-11-05 15:21:39.175719
Poor
No
Rarely
Condo
981
3,594
48
Female
28,574
Divorced
2
Master's
Employed
25.534782
Rural
Comprehensive
null
10
826
7
2020-11-13 15:21:39.125660
Poor
Yes
Rarely
House
486
3,595
54
Female
5,816
Single
0
PhD
Employed
17.552366
Suburban
Basic
0
18
828
1
2020-10-28 15:21:39.167099
Average
No
Monthly
Apartment
20
3,596
52
Female
39,724
Divorced
0
High School
null
23.473486
Rural
Basic
null
11
722
1
2021-08-27 15:21:39.155231
Poor
No
Daily
Apartment
498
3,597
52
Female
4,972
Single
3
Master's
Employed
29.457044
Urban
Premium
1
14
445
8
2020-01-07 15:21:39.237118
Poor
No
Rarely
Apartment
1,120
3,598
60
Male
2,870
null
2
PhD
Employed
33.060517
Suburban
Basic
2
8
602
7
2023-04-05 15:21:39.080440
null
Yes
Weekly
Apartment
3,468
3,599
59
Male
46,356
Married
2
High School
Employed
21.890759
Suburban
Basic
1
11
339
6
2022-09-04 15:21:39.082499
Good
Yes
Rarely
Condo
2,197