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
1,173,300
38
Female
27,892
Divorced
1
High School
Unemployed
21.624371
Urban
Premium
0
4
null
3
2023-03-21 15:21:39.106582
Poor
Yes
Daily
House
1,825
1,173,301
40
Female
5,550
Married
3
High School
Self-Employed
13.792452
Urban
Basic
1
18
727
1
2023-09-13 15:21:39.208842
Average
No
Rarely
Condo
1,684
1,173,302
64
Female
14,566
Divorced
0
Master's
Employed
19.559852
Urban
Premium
1
19
796
4
2022-03-14 15:21:39.171102
Poor
No
Weekly
House
29
1,173,303
35
Male
35,312
Single
2
Bachelor's
Employed
49.716205
Suburban
Basic
1
15
521
4
2020-03-21 15:21:39.253660
Poor
Yes
Daily
Apartment
250
1,173,304
46
Male
52,199
Divorced
null
PhD
Unemployed
13.854344
Rural
Premium
4
12
355
7
2021-04-04 15:21:39.134960
Average
No
Weekly
Condo
652
1,173,305
56
Female
3,999
Divorced
3
Bachelor's
Self-Employed
33.818048
Suburban
Premium
null
16
678
4
2023-01-31 15:21:39.206847
Average
Yes
Weekly
Apartment
27
1,173,306
32
Male
44,156
Divorced
3
Bachelor's
Employed
null
Suburban
Premium
2
8
598
2
2019-10-19 15:21:39.181605
Poor
No
Weekly
House
1,309
1,173,307
19
Female
38,991
Single
4
Master's
null
12.151037
Urban
Basic
0
19
null
1
2020-02-19 15:21:39.155231
Average
No
Rarely
House
1,224
1,173,308
50
Female
54,301
Divorced
0
PhD
null
17.677093
Rural
Premium
null
18
473
3
2024-02-18 15:21:39.169102
Poor
Yes
Weekly
House
2,182
1,173,309
32
Female
53,473
Divorced
0
PhD
null
37.829384
Rural
Comprehensive
null
16
810
6
2023-10-28 15:21:39.097737
Poor
No
Rarely
Condo
139
1,173,310
29
Male
115,945
Single
0
Master's
Employed
4.812033
Suburban
Basic
null
10
319
9
2023-11-07 15:21:39.282785
Average
No
Daily
House
139
1,173,311
18
Female
17,042
Divorced
3
High School
null
36.084759
Suburban
Comprehensive
2
15
746
3
2023-11-24 15:21:39.155231
Poor
No
Weekly
House
482
1,173,312
44
Male
7,085
Divorced
0
Master's
null
32.160858
Rural
Basic
null
16
485
6
2021-02-07 15:21:39.235012
Good
No
Daily
House
479
1,173,313
39
Female
16,054
Divorced
0
PhD
Self-Employed
37.893232
Suburban
Premium
1
15
820
1
2020-11-15 15:21:39.134960
Good
No
Rarely
House
916
1,173,314
57
Male
102,348
Single
2
Master's
Employed
39.336846
Urban
Basic
1
8
513
5
2024-02-27 15:21:39.271453
Average
Yes
Daily
House
79
1,173,315
18
Male
125,164
Divorced
1
Master's
null
18.481533
Rural
Basic
0
10
306
8
2020-06-12 15:21:39.168099
Average
No
Weekly
Apartment
71
1,173,316
39
Male
50,724
Single
2
Master's
Unemployed
37.174556
Suburban
Premium
null
3
432
5
2022-02-20 15:21:39.189223
Average
Yes
Monthly
Condo
735
1,173,317
21
Female
52,401
Married
4
Master's
Unemployed
26.052573
Suburban
Comprehensive
null
3
461
1
2019-12-27 15:21:39.122134
Good
No
Monthly
Apartment
2,620
1,173,318
29
Female
7,981
Single
3
Bachelor's
Self-Employed
26.867129
Rural
Comprehensive
0
1
565
6
2022-01-12 15:21:39.105504
Good
Yes
Weekly
Condo
1,414
1,173,319
24
Female
1,172
Divorced
4
PhD
Unemployed
35.829095
Urban
Premium
2
7
579
4
2022-07-08 15:21:39.093681
Average
No
Monthly
Apartment
532
1,173,320
36
Male
27,892
Married
2
Master's
Self-Employed
24.999864
Suburban
Premium
null
19
495
8
2019-09-13 15:21:39.255696
Average
No
Daily
Apartment
1,182
1,173,321
25
Female
24,862
Divorced
1
Master's
null
49.406574
Rural
Basic
1
18
472
3
2023-02-28 15:21:39.278402
Good
No
Rarely
Condo
617
1,173,322
54
Female
17,881
Single
4
PhD
null
30.734963
Rural
Premium
0
19
693
6
2023-08-18 15:21:39.253660
Average
Yes
Weekly
Apartment
1,036
1,173,323
52
Female
48,808
Married
3
PhD
Self-Employed
null
Suburban
Comprehensive
2
1
790
8
2021-09-19 15:21:39.266452
Poor
No
Daily
Apartment
2,680
1,173,324
55
Female
null
Divorced
4
Bachelor's
null
21.874367
Rural
Comprehensive
1
16
836
9
2022-04-17 15:21:39.237118
Good
No
Rarely
Condo
317
1,173,325
47
Male
15,909
Married
2
Bachelor's
null
21.08007
Rural
Basic
null
3
726
6
2023-07-31 15:21:39.254678
Poor
No
Daily
Apartment
742
1,173,326
22
Female
63,956
Divorced
4
Bachelor's
null
9.484041
Urban
Basic
null
16
406
7
2024-04-26 15:21:39.282785
Average
No
Weekly
House
23
1,173,327
38
Male
78,957
Divorced
3
Bachelor's
Self-Employed
48.839179
Rural
Basic
2
4
676
7
2021-02-26 15:21:39.134960
Poor
No
Monthly
Apartment
1,853
1,173,328
63
Male
2,093
Divorced
4
High School
Unemployed
24.627711
Rural
Premium
0
10
723
8
2024-04-26 15:21:39.134960
null
No
Daily
Condo
1,253
1,173,329
41
Male
28,280
Single
0
Master's
Self-Employed
23.528211
Suburban
Basic
1
14
null
1
2019-12-16 15:21:39.263607
Good
No
Weekly
Apartment
621
1,173,330
48
Female
6,071
Married
0
Master's
Unemployed
36.944626
Urban
Premium
1
10
null
2
2024-02-29 15:21:39.271453
Good
No
Rarely
Condo
906
1,173,331
32
Male
10,097
Divorced
4
PhD
null
19.680927
Rural
Premium
1
1
513
9
2023-06-03 15:21:39.288099
Average
No
Daily
Apartment
54
1,173,332
48
Female
27,950
Divorced
2
Master's
Self-Employed
22.319866
Suburban
Premium
2
5
430
3
2024-06-10 15:21:39.155231
Poor
Yes
Rarely
House
799
1,173,333
64
Female
120,831
Single
1
PhD
Unemployed
34.079359
Urban
Comprehensive
null
4
764
5
2021-05-22 15:21:39.182597
null
Yes
Monthly
Condo
67
1,173,334
60
Male
7,771
Single
3
Master's
Self-Employed
8.270629
Urban
Premium
null
19
429
1
2019-10-14 15:21:39.248098
Average
No
Rarely
Condo
1,664
1,173,335
44
Male
9,225
Single
3
PhD
Self-Employed
27.973705
Suburban
Basic
1
4
544
1
2021-10-03 15:21:39.237118
Average
Yes
Monthly
Apartment
1,605
1,173,336
49
Female
2,887
Single
4
Bachelor's
null
21.658626
Suburban
Comprehensive
2
15
796
8
2022-05-17 15:21:39.225916
Good
No
Monthly
House
561
1,173,337
40
Male
10,826
Single
1
Bachelor's
null
39.766357
Urban
Basic
null
19
508
3
2023-06-28 15:21:39.243823
Average
Yes
Rarely
House
1,591
1,173,338
25
Female
3,381
Married
null
High School
Employed
null
Urban
Comprehensive
1
5
581
3
2021-11-14 15:21:39.266452
Poor
No
Monthly
House
4,550
1,173,339
35
Male
68,778
Married
2
PhD
null
23.067983
Urban
Premium
3
3
null
7
2022-05-04 15:21:39.134960
Poor
Yes
Weekly
Apartment
2,273
1,173,340
52
Female
26,427
Single
1
Bachelor's
null
26.824358
Rural
Premium
0
4
790
6
2023-08-15 15:21:39.134960
Good
No
Rarely
Condo
738
1,173,341
50
Female
67,580
Single
4
Master's
Unemployed
6.824258
Suburban
Premium
2
12
637
5
2020-07-03 15:21:39.118178
null
No
Monthly
Apartment
1,223
1,173,342
59
Male
92,845
Divorced
2
Bachelor's
null
9.177907
Urban
Comprehensive
null
1
656
5
2019-09-26 15:21:39.126661
Average
No
Monthly
House
24
1,173,343
22
Female
958
Divorced
null
High School
Unemployed
47.171167
Suburban
Comprehensive
0
0
484
7
2024-05-31 15:21:39.175719
Average
No
Daily
Condo
2,238
1,173,344
36
Female
6,049
Single
0
High School
Self-Employed
41.813249
Urban
Premium
1
17
579
2
2023-02-02 15:21:39.102694
Good
No
Monthly
House
757
1,173,345
42
Male
1,790
Single
0
PhD
Unemployed
20.05141
Rural
Basic
0
14
592
7
2020-11-13 15:21:39.187211
Average
Yes
Monthly
House
30
1,173,346
60
Female
100,199
Divorced
0
Master's
Self-Employed
44.087557
Suburban
Premium
null
12
null
5
2020-01-17 15:21:39.175719
Average
Yes
Weekly
Condo
298
1,173,347
51
Female
23,772
Single
1
High School
Self-Employed
29.919928
Suburban
Comprehensive
0
14
512
5
2021-01-18 15:21:39.252145
Good
Yes
Rarely
Apartment
242
1,173,348
25
Female
2,577
Single
4
Bachelor's
null
38.132697
Urban
Premium
null
10
325
9
2019-12-12 15:21:39.204790
Poor
Yes
Monthly
Apartment
1,625
1,173,349
24
Female
5,373
Married
1
Bachelor's
Unemployed
12.099763
Suburban
Comprehensive
null
6
338
8
2020-12-26 15:21:39.201446
Good
No
Monthly
Apartment
2,108
1,173,350
35
Female
17,839
Divorced
1
Bachelor's
Unemployed
3.001183
Rural
Basic
2
14
458
9
2023-10-21 15:21:39.134960
null
Yes
Rarely
Condo
684
1,173,351
45
Female
4,863
Single
2
Bachelor's
Unemployed
22.074629
Suburban
Premium
2
3
489
2
2023-11-07 15:21:39.134960
Poor
Yes
Rarely
Condo
508
1,173,352
35
Male
38,542
Married
2
High School
null
13.291727
Suburban
Basic
3
1
783
9
2021-02-11 15:21:39.111551
Average
Yes
Rarely
House
726
1,173,353
41
Male
15,284
Married
0
PhD
Employed
24.452463
Urban
Comprehensive
0
16
622
1
2023-07-04 15:21:39.278402
Average
Yes
Monthly
Apartment
1,067
1,173,354
33
Male
14,025
Divorced
2
Bachelor's
Self-Employed
51.377872
Suburban
Premium
2
15
514
7
2020-10-05 15:21:39.259788
Good
Yes
Weekly
Apartment
850
1,173,355
52
Female
967
Single
4
Bachelor's
Unemployed
47.503567
Suburban
Basic
1
11
476
7
2020-12-22 15:21:39.152732
Average
Yes
Daily
House
659
1,173,356
21
Male
1,250
Married
0
Master's
null
18.409958
Rural
Premium
2
3
595
7
2020-12-23 15:21:39.176717
Average
Yes
Rarely
Condo
638
1,173,357
36
Female
37,342
Married
2
High School
Unemployed
null
Rural
Comprehensive
1
19
586
4
2020-07-03 15:21:39.111551
Poor
Yes
Monthly
Condo
648
1,173,358
51
Male
4,209
null
null
PhD
Unemployed
40.484593
Urban
Basic
2
11
null
2
2024-02-19 15:21:39.181605
Poor
Yes
Weekly
Apartment
2,079
1,173,359
55
Female
96,884
Single
null
Bachelor's
Self-Employed
44.790838
Rural
Premium
null
18
308
9
2021-04-27 15:21:39.108562
Good
Yes
Daily
Apartment
543
1,173,360
41
Female
1,320
Single
0
PhD
Self-Employed
null
Rural
Premium
null
14
728
8
2020-12-20 15:21:39.126661
Average
Yes
Weekly
Apartment
731
1,173,361
21
Female
16,086
Married
1
Bachelor's
Employed
31.001956
Urban
Basic
null
16
775
4
2021-03-22 15:21:39.149731
Average
Yes
Monthly
Apartment
462
1,173,362
37
Male
822
Single
0
Bachelor's
null
12.783698
Rural
Comprehensive
null
11
null
4
2022-03-05 15:21:39.237118
Average
No
Rarely
Condo
37
1,173,363
23
Male
15,284
Divorced
4
PhD
Employed
30.835303
Urban
Premium
null
19
657
5
2020-12-21 15:21:39.169102
null
No
Daily
Condo
592
1,173,364
60
Male
6,941
Single
2
Master's
Employed
28.923269
Urban
Premium
null
10
558
9
2021-07-11 15:21:39.131192
Average
Yes
Daily
House
449
1,173,365
62
Male
16,865
Divorced
4
Master's
Employed
14.227035
Suburban
Basic
0
14
471
2
2022-07-01 15:21:39.191219
Average
No
Weekly
House
2,484
1,173,366
37
Male
8,791
Single
4
Bachelor's
Unemployed
22.922244
Suburban
Basic
1
19
567
5
2020-09-17 15:21:39.223901
Good
Yes
Weekly
Apartment
39
1,173,367
64
Male
8,773
Married
null
PhD
null
44.392279
Urban
Basic
1
5
764
8
2024-01-28 15:21:39.243823
Average
Yes
Monthly
Apartment
718
1,173,368
28
Male
23,264
Divorced
2
Master's
Self-Employed
26.752008
Suburban
Basic
0
5
496
7
2020-01-29 15:21:39.081504
Poor
Yes
Weekly
Apartment
511
1,173,369
62
Female
37,539
Married
3
Bachelor's
Employed
34.598066
Urban
Comprehensive
null
9
810
3
2023-10-04 15:21:39.237118
Good
No
Weekly
Apartment
1,043
1,173,370
25
Female
18,558
Divorced
3
PhD
null
19.93849
Rural
Comprehensive
2
2
570
3
2024-04-06 15:21:39.186212
Average
No
Weekly
House
542
1,173,371
63
Female
13,380
Married
2
Bachelor's
Self-Employed
31.350133
Rural
Comprehensive
null
11
null
8
2023-08-04 15:21:39.172097
Average
No
Weekly
Apartment
656
1,173,372
27
Female
58,837
Divorced
2
PhD
Unemployed
22.992561
Suburban
Comprehensive
4
19
439
6
2022-07-24 15:21:39.134960
Good
No
Monthly
Condo
1,486
1,173,373
22
Male
21,274
Single
0
Bachelor's
Employed
19.066655
Urban
Comprehensive
0
11
null
7
2021-10-15 15:21:39.192212
Good
Yes
Weekly
Condo
685
1,173,374
43
Female
null
Divorced
0
PhD
Employed
32.452407
Rural
Premium
null
1
515
7
2021-08-18 15:21:39.132191
Average
No
Rarely
Apartment
101
1,173,375
27
Female
14,061
Single
1
Bachelor's
Self-Employed
23.171984
Suburban
Comprehensive
2
17
694
5
2023-04-10 15:21:39.274993
Average
Yes
Daily
Apartment
2,118
1,173,376
27
Male
39,321
Single
3
Master's
Employed
16.933546
Suburban
Comprehensive
1
2
508
6
2021-12-01 15:21:39.237118
Average
No
Daily
House
1,836
1,173,377
29
Female
4,878
Divorced
0
Master's
null
44.787719
Suburban
Comprehensive
2
8
522
6
2020-10-05 15:21:39.166062
Average
Yes
Daily
Apartment
2,555
1,173,378
30
Male
140,592
Married
3
PhD
Unemployed
35.751165
Suburban
Premium
2
19
534
5
2021-06-09 15:21:39.081504
Poor
Yes
Weekly
Condo
100
1,173,379
37
Female
31,439
Married
3
High School
null
31.979561
Suburban
Premium
1
4
843
8
2020-08-23 15:21:39.102694
Poor
No
Monthly
House
654
1,173,380
58
Male
5,910
Married
4
PhD
null
28.448902
Rural
Basic
2
10
687
2
2023-06-04 15:21:39.204790
Good
Yes
Rarely
House
1,625
1,173,381
37
Female
null
Single
1
Bachelor's
Unemployed
25.81964
Suburban
Basic
1
9
398
5
2022-03-27 15:21:39.134960
Poor
Yes
Weekly
Condo
34
1,173,382
58
Male
60,294
Divorced
3
PhD
Unemployed
47.448097
Rural
Premium
2
8
790
8
2022-08-05 15:21:39.190215
Average
Yes
Daily
Condo
60
1,173,383
24
Male
839
null
3
Bachelor's
Self-Employed
18.793859
Rural
Comprehensive
0
6
822
4
2021-06-06 15:21:39.144722
Good
No
Monthly
Apartment
2,079
1,173,384
48
Female
38,480
Divorced
4
High School
Unemployed
35.69974
Suburban
Basic
null
17
null
9
2020-06-09 15:21:39.282785
Average
No
Daily
Condo
2,416
1,173,385
42
Female
24,229
Single
3
High School
null
27.918668
Suburban
Basic
1
13
538
4
2021-12-13 15:21:39.209847
Good
No
Daily
House
762
1,173,386
37
Male
27,155
Divorced
null
Bachelor's
Unemployed
28.781218
Rural
Premium
2
5
643
3
2020-05-23 15:21:39.124659
Good
No
Weekly
Condo
626
1,173,387
45
Male
5,892
Single
4
PhD
Self-Employed
43.093185
Rural
Comprehensive
1
6
724
4
2021-04-27 15:21:39.134960
Average
No
Weekly
House
1,662
1,173,388
18
Female
17,086
Single
4
Bachelor's
Unemployed
5.049463
Urban
Basic
0
19
657
7
2022-12-18 15:21:39.237118
Average
Yes
Rarely
Condo
923
1,173,389
47
Male
36,336
Divorced
null
High School
null
22.823571
Suburban
Basic
0
8
567
4
2021-07-30 15:21:39.268507
Poor
No
Rarely
House
1,435
1,173,390
56
Male
704
Single
1
Master's
Employed
46.895995
Urban
Comprehensive
1
15
713
3
2020-08-26 15:21:39.204790
Poor
Yes
Daily
Apartment
51
1,173,391
55
Male
83,562
Single
1
High School
null
null
Suburban
Comprehensive
null
13
765
6
2024-06-01 15:21:39.194829
Average
Yes
Rarely
Condo
2,159
1,173,392
37
Female
43,088
Married
null
PhD
null
33.243255
Urban
Basic
1
4
360
7
2022-05-31 15:21:39.204790
Average
Yes
Monthly
House
942
1,173,393
55
Female
121,278
Single
null
Bachelor's
Unemployed
7.560826
Urban
Premium
0
11
373
2
2021-09-27 15:21:39.172097
Poor
No
Daily
House
1,704
1,173,394
64
Male
25,889
Divorced
3
High School
Self-Employed
29.671681
Urban
Basic
1
13
644
1
2021-02-06 15:21:39.264504
Poor
Yes
Rarely
House
3,269
1,173,395
19
Female
25,252
Married
2
Bachelor's
Unemployed
9.999081
Urban
Basic
null
12
834
6
2020-09-08 15:21:39.198406
Average
Yes
Weekly
House
663
1,173,396
52
Male
20,994
Divorced
3
Bachelor's
Unemployed
8.97726
Urban
Basic
null
12
452
1
2021-08-05 15:21:39.201446
Poor
No
Daily
Condo
1,375
1,173,397
30
Female
84,915
Single
0
Bachelor's
Self-Employed
18.814962
Suburban
Basic
1
7
653
3
2021-07-20 15:21:39.109552
Good
Yes
Daily
House
310
1,173,398
28
Male
5,570
Divorced
3
High School
Self-Employed
28.182621
Urban
Comprehensive
1
12
846
8
2021-11-06 15:21:39.209847
Poor
Yes
Rarely
House
1,020
1,173,399
57
Male
35,420
Divorced
null
PhD
Employed
22.064139
Suburban
Premium
0
13
746
1
2021-12-31 15:21:39.244069
Good
No
Weekly
House
334