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
1,194,400
56
Female
6,846
Divorced
4
High School
Unemployed
21.812993
Suburban
Comprehensive
0
6
721
9
2021-10-19 15:21:39.208842
Average
Yes
Weekly
Apartment
467
1,194,401
50
Male
43,425
Divorced
1
PhD
Unemployed
30.753518
Urban
Comprehensive
1
5
712
6
2020-09-13 15:21:39.172097
Good
No
Daily
Apartment
984
1,194,402
56
Male
38,781
Married
0
PhD
Self-Employed
41.176029
Urban
Premium
null
15
532
7
2020-01-07 15:21:39.165120
Good
No
Daily
Condo
1,584
1,194,403
21
Male
57,731
Married
3
Master's
Self-Employed
23.334427
Urban
Premium
0
9
373
7
2021-11-25 15:21:39.204790
Poor
Yes
Rarely
Condo
2,412
1,194,404
19
Female
56,473
Divorced
null
PhD
Unemployed
48.566052
Rural
Premium
0
18
712
2
2020-12-28 15:21:39.201446
Average
No
Rarely
Apartment
330
1,194,405
50
Female
14,983
Single
2
PhD
Employed
23.90731
Urban
Premium
0
15
439
7
2019-10-06 15:21:39.134960
Good
Yes
Monthly
Condo
587
1,194,406
61
Male
623
Married
3
Bachelor's
Unemployed
24.48168
Urban
Basic
null
16
502
6
2024-04-04 15:21:39.237118
Poor
Yes
Weekly
Condo
2,271
1,194,407
43
Female
37,615
Married
0
High School
Unemployed
15.067079
Suburban
Basic
1
0
null
7
2020-09-27 15:21:39.147735
Good
No
Weekly
House
1,505
1,194,408
34
Female
122,525
Divorced
0
Master's
Self-Employed
33.918594
Urban
Comprehensive
1
11
387
6
2023-05-13 15:21:39.206847
Average
Yes
Weekly
Condo
650
1,194,409
63
Female
10,001
Divorced
3
Bachelor's
Self-Employed
52.026746
Rural
Premium
1
0
615
8
2024-04-21 15:21:39.228521
Poor
No
Rarely
Apartment
3,896
1,194,410
39
Female
43,481
Divorced
1
Master's
Self-Employed
null
Urban
Basic
0
3
547
4
2019-11-25 15:21:39.134960
Poor
No
Rarely
Apartment
546
1,194,411
55
Female
63,679
Divorced
3
PhD
null
39.049447
Urban
Premium
0
6
734
7
2022-04-24 15:21:39.237118
Good
No
Weekly
Apartment
45
1,194,412
23
Male
37,342
Single
null
Master's
Unemployed
null
Suburban
Basic
null
7
775
9
2020-06-16 15:21:39.134960
Good
Yes
Weekly
Condo
790
1,194,413
26
Female
12,259
Divorced
0
Bachelor's
Employed
7.718219
Rural
Comprehensive
1
16
364
8
2022-09-12 15:21:39.253660
Average
No
Daily
Apartment
1,058
1,194,414
46
Female
8,989
Married
null
Bachelor's
Self-Employed
32.376435
Urban
Basic
0
16
504
1
2022-07-01 15:21:39.233485
Good
Yes
Weekly
Apartment
522
1,194,415
53
Female
3,523
Single
3
Bachelor's
Unemployed
34.192471
Urban
Premium
0
8
842
4
2021-06-08 15:21:39.261856
Average
No
Monthly
House
37
1,194,416
36
Female
9,935
Married
0
PhD
Employed
5.254295
Suburban
Basic
1
4
null
4
2021-09-27 15:21:39.134960
Poor
No
Monthly
Apartment
781
1,194,417
57
Male
8,098
Married
0
Bachelor's
Self-Employed
32.945148
Urban
Comprehensive
1
6
575
1
2022-02-07 15:21:39.185215
Poor
Yes
Rarely
House
1,414
1,194,418
41
Male
2,472
Divorced
null
PhD
Self-Employed
51.582225
Urban
Premium
null
11
374
1
2022-10-22 15:21:39.274993
Average
No
Monthly
House
509
1,194,419
36
Female
12,245
Single
2
Bachelor's
Self-Employed
null
Suburban
Basic
1
9
null
9
2023-07-29 15:21:39.134960
Good
No
Daily
House
827
1,194,420
19
Female
11,289
Divorced
2
High School
Unemployed
7.647766
Suburban
Comprehensive
null
16
464
2
2021-07-21 15:21:39.100695
Good
Yes
Weekly
House
649
1,194,421
32
Female
118,877
Single
1
Bachelor's
Self-Employed
17.085504
Rural
Premium
0
11
440
1
2021-02-23 15:21:39.121169
Good
No
Daily
House
1,430
1,194,422
44
Female
14,377
Single
1
High School
Employed
25.580845
Rural
Premium
null
8
313
2
2023-06-11 15:21:39.094752
Poor
Yes
Daily
House
1,229
1,194,423
27
Male
26,296
Married
4
High School
Self-Employed
null
Suburban
Basic
1
8
511
9
2022-09-02 15:21:39.252145
null
Yes
Rarely
Apartment
1,102
1,194,424
29
Female
15,481
Divorced
0
Master's
Self-Employed
29.812409
Suburban
Comprehensive
null
5
701
9
2022-07-25 15:21:39.285112
Average
Yes
Rarely
Apartment
519
1,194,425
21
Female
28,408
Married
4
Bachelor's
Self-Employed
39.504429
Rural
Comprehensive
1
16
488
4
2020-05-15 15:21:39.152732
Good
No
Weekly
Condo
765
1,194,426
42
Female
38,399
Divorced
3
PhD
Employed
42.539875
Rural
Comprehensive
2
3
null
6
2022-05-12 15:21:39.092127
null
Yes
Rarely
House
656
1,194,427
25
Male
33,506
Single
null
Master's
Unemployed
50.082317
Urban
Basic
1
13
727
1
2020-02-05 15:21:39.228521
Good
No
Weekly
House
1,377
1,194,428
36
Female
71,521
Married
3
High School
Employed
33.5847
Urban
Comprehensive
0
15
null
7
2021-08-28 15:21:39.102694
Good
No
Monthly
Apartment
127
1,194,429
28
Female
13,464
Divorced
4
PhD
Employed
5.252462
Suburban
Comprehensive
2
19
470
4
2021-07-24 15:21:39.251142
Poor
No
Weekly
Apartment
36
1,194,430
35
Female
76,712
Married
2
High School
null
25.633495
Rural
Premium
1
3
598
6
2022-11-17 15:21:39.221386
Poor
Yes
Daily
Condo
299
1,194,431
42
Male
132,370
Divorced
1
Master's
Unemployed
51.084928
Urban
Premium
null
10
338
9
2024-04-01 15:21:39.190215
Poor
No
Monthly
Condo
1,465
1,194,432
57
Male
8,778
Married
null
Master's
null
29.430858
Rural
Premium
0
18
null
4
2022-04-01 15:21:39.215386
Good
Yes
Rarely
Condo
1,163
1,194,433
60
Female
null
Divorced
0
PhD
Employed
51.181672
Urban
Comprehensive
0
3
690
6
2022-12-12 15:21:39.175719
Average
Yes
Weekly
House
930
1,194,434
null
Male
997
Single
0
Bachelor's
Unemployed
10.730909
Suburban
Comprehensive
3
19
596
3
2021-02-17 15:21:39.202448
Average
No
Monthly
House
536
1,194,435
50
Female
45,162
Divorced
1
PhD
Self-Employed
null
Suburban
Comprehensive
0
14
467
4
2023-03-03 15:21:39.111551
Average
Yes
Daily
Condo
884
1,194,436
57
Female
28,791
Divorced
null
High School
Unemployed
26.967631
Urban
Basic
1
18
844
7
2022-04-03 15:21:39.237118
Poor
Yes
Daily
House
1,640
1,194,437
19
Female
53,417
Divorced
4
Bachelor's
Employed
46.926278
Urban
Premium
2
12
null
4
2021-07-22 15:21:39.237118
Average
No
Weekly
Condo
2,136
1,194,438
39
Female
72,224
Married
0
High School
Self-Employed
48.241705
Suburban
Premium
2
5
793
1
2024-01-11 15:21:39.219432
Good
Yes
Daily
Condo
2,285
1,194,439
22
Female
24,983
Divorced
1
Master's
null
13.376905
Rural
Basic
0
3
780
9
2023-10-06 15:21:39.166062
Good
No
Monthly
Condo
705
1,194,440
42
Male
27,430
Divorced
4
Bachelor's
Self-Employed
33.416767
Rural
Premium
0
9
824
7
2022-07-19 15:21:39.170099
Average
Yes
Daily
Condo
1,038
1,194,441
56
Male
18,626
Single
1
Master's
null
12.715876
Rural
Basic
0
16
379
4
2023-04-16 15:21:39.121169
Good
Yes
Daily
Apartment
1,523
1,194,442
32
Female
23,863
Single
4
Bachelor's
Employed
23.823997
Suburban
Basic
null
19
695
8
2021-07-25 15:21:39.126661
Good
No
Daily
House
518
1,194,443
63
Female
16,967
Divorced
0
High School
Employed
32.188351
Rural
Basic
null
3
524
6
2020-06-06 15:21:39.278402
Average
No
Weekly
Apartment
496
1,194,444
26
Female
5,892
Single
null
Master's
null
null
Rural
Premium
null
7
613
2
2024-06-13 15:21:39.134960
Average
Yes
Weekly
House
566
1,194,445
61
Female
695
Divorced
0
PhD
null
45.602038
Rural
Comprehensive
1
19
636
7
2021-01-02 15:21:39.134960
null
No
Rarely
House
784
1,194,446
19
Male
36,118
Single
4
PhD
null
15.392622
Suburban
Premium
1
2
382
1
2021-08-16 15:21:39.097737
null
No
Daily
House
1,523
1,194,447
50
Male
18,059
Married
3
PhD
Self-Employed
40.681737
Rural
Comprehensive
null
5
765
3
2020-06-16 15:21:39.188220
null
No
Weekly
Apartment
605
1,194,448
58
Male
148,907
Married
4
Master's
Self-Employed
3.296856
Urban
Premium
0
6
498
5
2021-04-29 15:21:39.134960
Average
No
Daily
Condo
2,482
1,194,449
47
Male
1,637
Single
0
PhD
Employed
null
Suburban
Basic
0
8
719
3
2021-12-19 15:21:39.130190
Good
Yes
Monthly
Apartment
1,390
1,194,450
59
Male
68,823
Divorced
null
Bachelor's
Employed
44.738872
Rural
Premium
2
11
null
7
2019-09-01 15:21:39.181605
Good
Yes
Rarely
Condo
2,145
1,194,451
22
Male
71,691
Single
0
PhD
null
43.579873
Rural
Comprehensive
0
0
355
1
2022-05-28 15:21:39.149731
Poor
No
Monthly
Condo
171
1,194,452
41
Male
24,996
Single
null
Bachelor's
Self-Employed
46.2576
Urban
Premium
0
15
727
6
2020-03-21 15:21:39.084065
Good
Yes
Weekly
Apartment
1,211
1,194,453
31
Female
28,153
Divorced
3
PhD
Employed
null
Rural
Basic
0
6
554
8
2022-07-04 15:21:39.208842
Good
Yes
Monthly
House
1,740
1,194,454
59
Male
5,055
Single
1
High School
Self-Employed
31.77734
Urban
Basic
null
19
667
8
2021-08-20 15:21:39.155231
Good
Yes
Weekly
Apartment
1,240
1,194,455
44
Male
114,360
Divorced
3
Bachelor's
Employed
33.072852
Suburban
Premium
null
18
573
9
2022-09-01 15:21:39.132191
Poor
No
Monthly
House
328
1,194,456
40
Female
68,496
Single
3
PhD
Self-Employed
29.884148
Urban
Basic
1
9
373
6
2023-07-23 15:21:39.237118
Average
Yes
Weekly
House
325
1,194,457
56
Male
64,450
Divorced
3
Master's
Employed
50.959762
Rural
Premium
null
14
635
4
2019-12-19 15:21:39.170099
null
Yes
Weekly
House
1,038
1,194,458
50
Female
36,193
Married
4
PhD
null
25.619544
Suburban
Premium
1
0
623
2
2022-08-28 15:21:39.168099
Poor
Yes
Monthly
House
1,260
1,194,459
59
Female
74,820
Divorced
1
High School
Unemployed
18.165099
Suburban
Basic
3
5
370
8
2022-11-25 15:21:39.167099
Poor
Yes
Monthly
Condo
497
1,194,460
37
Male
25,011
Divorced
null
Bachelor's
null
4.438549
Rural
Basic
1
2
579
9
2021-12-11 15:21:39.079128
Poor
No
Rarely
Condo
434
1,194,461
44
Male
43,415
Single
4
High School
Unemployed
null
Suburban
Comprehensive
null
19
676
4
2023-12-29 15:21:39.252145
Good
No
Monthly
Apartment
566
1,194,462
26
Male
24,076
null
null
High School
Self-Employed
43.618418
Suburban
Comprehensive
3
14
809
6
2023-12-21 15:21:39.155231
Average
Yes
Rarely
Condo
2,106
1,194,463
62
Female
26,881
Single
3
PhD
Employed
34.251634
Suburban
Premium
0
18
517
1
2022-10-18 15:21:39.155231
Average
No
Monthly
House
1,231
1,194,464
53
Male
547
Single
2
Bachelor's
Unemployed
null
Urban
Basic
null
10
677
1
2023-06-09 15:21:39.228521
Average
No
Monthly
Condo
568
1,194,465
49
Female
100,827
Divorced
1
High School
Employed
19.351715
Rural
Comprehensive
1
0
434
7
2022-01-17 15:21:39.095696
Average
Yes
Weekly
Apartment
586
1,194,466
56
Female
16,076
Single
3
PhD
null
42.939186
Rural
Basic
0
5
479
9
2020-08-09 15:21:39.237118
Poor
Yes
Weekly
House
731
1,194,467
46
Male
81,384
Married
1
Master's
Self-Employed
35.582359
Suburban
Premium
1
13
727
6
2024-04-04 15:21:39.155231
Average
No
Monthly
Condo
48
1,194,468
38
Female
64,574
Married
4
Bachelor's
Unemployed
22.612637
Rural
Basic
null
17
390
4
2021-02-08 15:21:39.259648
Average
Yes
Weekly
House
404
1,194,469
36
Female
45,906
Single
1
PhD
Self-Employed
27.993865
Urban
Premium
null
12
813
8
2023-06-11 15:21:39.122134
Average
Yes
Monthly
Condo
1,030
1,194,470
57
Female
82,407
Married
null
High School
null
15.445073
Rural
Premium
0
10
469
4
2023-01-17 15:21:39.167099
Poor
Yes
Monthly
Condo
3,259
1,194,471
54
Male
21,459
Divorced
1
Master's
Self-Employed
14.904452
Suburban
Basic
null
9
457
1
2022-02-14 15:21:39.132191
Good
No
Monthly
Condo
49
1,194,472
62
Female
20,498
Divorced
0
High School
Self-Employed
14.564632
Urban
Premium
0
1
308
7
2024-05-08 15:21:39.096739
Average
No
Weekly
Apartment
1,324
1,194,473
48
Male
39,715
Divorced
4
Bachelor's
Self-Employed
34.592895
Rural
Basic
1
10
null
9
2021-03-17 15:21:39.084065
Poor
No
Daily
Condo
739
1,194,474
54
Male
39,743
Divorced
1
Bachelor's
Self-Employed
20.41285
Suburban
Basic
null
7
725
9
2023-01-03 15:21:39.209847
Good
Yes
Rarely
House
362
1,194,475
37
Male
56,597
Married
3
PhD
Employed
29.6887
Urban
Premium
null
16
411
6
2020-07-27 15:21:39.282785
Average
No
Weekly
Condo
1,266
1,194,476
52
Male
16,077
Divorced
3
Bachelor's
Self-Employed
20.782279
Urban
Comprehensive
null
13
null
3
2020-03-17 15:21:39.092127
Good
Yes
Monthly
Apartment
907
1,194,477
26
Male
24,891
Single
3
Master's
null
8.633114
Suburban
Basic
1
18
682
5
2021-02-22 15:21:39.126661
Good
Yes
Weekly
Condo
730
1,194,478
63
Female
17,111
Married
2
High School
Unemployed
7.806636
Suburban
Premium
0
6
779
5
2020-07-21 15:21:39.253660
Poor
No
Weekly
Apartment
1,373
1,194,479
57
Male
43,987
Divorced
3
Master's
Unemployed
20.848704
Rural
Basic
0
15
541
1
2023-05-10 15:21:39.092127
Good
Yes
Daily
Condo
1,466
1,194,480
21
Female
58,913
Married
3
Master's
Unemployed
12.079323
Rural
Comprehensive
0
13
401
9
2023-12-19 15:21:39.236064
Good
Yes
Weekly
House
657
1,194,481
51
Female
43,489
Married
4
High School
Unemployed
14.396884
Urban
Premium
1
18
685
5
2021-01-27 15:21:39.090124
Good
Yes
Rarely
Condo
441
1,194,482
46
Male
null
Divorced
4
Bachelor's
Employed
17.869771
Rural
Premium
2
4
667
1
2021-02-08 15:21:39.173834
Average
Yes
Weekly
Apartment
50
1,194,483
38
Female
27,458
Married
4
Master's
null
41.823107
Rural
Comprehensive
null
8
449
3
2020-09-05 15:21:39.192212
Poor
Yes
Daily
Apartment
1,521
1,194,484
31
Female
24,892
Single
4
High School
Unemployed
34.122567
Rural
Premium
0
18
437
5
2019-11-04 15:21:39.155231
Good
No
Weekly
Condo
509
1,194,485
18
Male
7,073
Married
2
Bachelor's
null
29.927087
Suburban
Comprehensive
null
1
621
4
2022-04-21 15:21:39.198406
Poor
Yes
Weekly
House
798
1,194,486
27
Male
49,830
Single
2
PhD
Employed
52.923588
Suburban
Basic
null
0
519
8
2020-09-14 15:21:39.237118
Poor
No
Daily
House
959
1,194,487
22
Female
40,252
Single
0
PhD
null
15.098333
Suburban
Comprehensive
0
11
511
3
2022-11-30 15:21:39.082499
Poor
No
Daily
Apartment
523
1,194,488
43
Male
30,251
Single
1
Master's
null
26.744137
Suburban
Basic
null
17
707
2
2020-09-20 15:21:39.206847
Poor
Yes
Daily
Condo
952
1,194,489
26
Male
80,160
Divorced
1
High School
null
null
Rural
Premium
1
6
null
1
2022-05-17 15:21:39.252145
Poor
Yes
Monthly
Condo
119
1,194,490
56
Female
26,596
Single
1
Master's
null
21.935694
Rural
Basic
1
18
711
1
2023-01-26 15:21:39.188220
Average
No
Rarely
House
86
1,194,491
55
Male
37,643
Divorced
0
Bachelor's
Unemployed
15.097639
Rural
Premium
0
17
509
2
2021-05-16 15:21:39.261856
Good
No
Rarely
House
1,106
1,194,492
29
Female
85,640
Single
0
PhD
Unemployed
16.80354
Suburban
Basic
null
1
361
1
2023-12-23 15:21:39.169102
Average
Yes
Rarely
House
571
1,194,493
34
Female
90,725
Divorced
1
Master's
Unemployed
34.812673
Rural
Basic
2
11
null
8
2023-07-10 15:21:39.259788
Average
Yes
Weekly
Condo
2,456
1,194,494
23
Female
62,953
Divorced
3
Bachelor's
Self-Employed
26.84518
Suburban
Premium
null
13
332
4
2023-03-10 15:21:39.223901
Good
Yes
Monthly
Condo
648
1,194,495
26
Female
2,833
Divorced
0
High School
null
8.081749
Suburban
Comprehensive
0
10
600
9
2023-09-27 15:21:39.155231
Average
Yes
Rarely
House
2,145
1,194,496
24
Female
137,580
Divorced
4
High School
Self-Employed
8.24983
Rural
Basic
2
10
491
6
2022-10-02 15:21:39.125660
Good
No
Daily
House
2,454
1,194,497
27
Male
13,982
Single
4
PhD
Unemployed
null
Suburban
Basic
null
14
689
6
2023-08-10 15:21:39.237118
Poor
Yes
Daily
House
959
1,194,498
47
Female
627
Divorced
3
PhD
Employed
34.738769
Rural
Basic
1
1
null
1
2024-05-14 15:21:39.125660
Average
No
Monthly
Apartment
29
1,194,499
41
Female
43,832
Divorced
2
PhD
null
21.724847
Urban
Comprehensive
2
1
644
8
2021-08-23 15:21:39.289099
Good
No
Monthly
Condo
2,122