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
37,300
54
Male
59,433
Married
0
Master's
Self-Employed
29.570017
Rural
Basic
0
9
352
8
2020-08-12 15:21:39.248098
Poor
Yes
Monthly
House
352
37,301
39
Male
null
Married
3
High School
Self-Employed
28.755089
Urban
Premium
null
16
400
3
2023-06-18 15:21:39.183598
Poor
No
Rarely
House
2,854
37,302
64
Male
null
Single
1
PhD
Self-Employed
4.686883
Suburban
Comprehensive
0
13
488
3
2022-12-22 15:21:39.276388
Average
Yes
Daily
House
35
37,303
32
Male
25,387
Single
1
Master's
null
21.769694
Urban
Basic
0
19
575
1
2023-10-14 15:21:39.145732
Poor
Yes
Daily
Condo
100
37,304
42
Male
13,989
Divorced
4
Bachelor's
Employed
33.097427
Rural
Premium
2
0
798
8
2023-01-05 15:21:39.155231
Poor
Yes
Daily
Condo
85
37,305
58
Male
5,569
Divorced
3
High School
Unemployed
13.622266
Suburban
Premium
null
13
822
1
2020-02-08 15:21:39.086123
null
No
Daily
House
1,094
37,306
23
Female
5,546
Married
1
High School
Employed
21.652829
Urban
Comprehensive
3
8
797
3
2024-04-11 15:21:39.185215
Poor
Yes
Daily
House
2,789
37,307
62
Male
29,093
Married
0
Bachelor's
null
16.83927
Suburban
Comprehensive
1
10
725
3
2020-06-01 15:21:39.180553
Poor
No
Monthly
Condo
303
37,308
50
Male
6,775
Divorced
4
High School
Self-Employed
17.758514
Rural
Comprehensive
0
11
562
9
2023-08-18 15:21:39.122134
Good
No
Monthly
Apartment
815
37,309
32
Male
75,875
Single
0
Master's
null
null
Rural
Comprehensive
0
19
597
9
2023-11-16 15:21:39.259788
Poor
No
Daily
Apartment
394
37,310
49
Female
834
Married
3
PhD
Self-Employed
37.356617
Rural
Basic
2
11
804
3
2021-05-24 15:21:39.155231
Average
No
Daily
House
782
37,311
37
Female
286
Married
0
Master's
null
39.33974
Suburban
Basic
1
14
801
3
2020-05-07 15:21:39.283783
Good
No
Rarely
Apartment
1,399
37,312
64
Male
72,986
Married
3
High School
Unemployed
30.907311
Urban
Comprehensive
1
4
423
2
2021-07-27 15:21:39.237118
Poor
No
Daily
Condo
1,449
37,313
58
Male
870
Divorced
1
PhD
null
null
Suburban
Premium
null
11
784
5
2024-06-02 15:21:39.219432
Good
No
Daily
Apartment
952
37,314
47
Female
17,065
Divorced
2
Master's
null
46.706882
Rural
Basic
0
0
624
5
2022-08-03 15:21:39.190215
null
Yes
Weekly
Condo
989
37,315
18
Male
3,118
Married
1
Bachelor's
Self-Employed
11.011948
Urban
Comprehensive
null
2
761
2
2020-11-12 15:21:39.186212
Good
Yes
Weekly
Condo
3,096
37,316
44
Male
17,299
Married
2
PhD
null
7.236616
Rural
Premium
null
17
838
6
2020-05-06 15:21:39.122134
Poor
No
Rarely
House
2,678
37,317
55
Female
16,982
Married
2
Bachelor's
null
8.073041
Suburban
Comprehensive
null
17
796
9
2024-01-13 15:21:39.085129
Average
Yes
Weekly
House
1,549
37,318
61
Male
13,278
Married
2
Bachelor's
null
18.07978
Suburban
Comprehensive
2
4
617
7
2021-05-19 15:21:39.181605
null
Yes
Weekly
Condo
585
37,319
50
Male
27,705
Divorced
2
PhD
Unemployed
12.91988
Urban
Comprehensive
0
15
709
7
2023-04-04 15:21:39.290098
Good
Yes
Weekly
Apartment
27
37,320
39
Female
133,321
Single
0
PhD
null
18.564253
Urban
Basic
0
16
542
1
2021-05-30 15:21:39.155231
Good
Yes
Monthly
House
45
37,321
27
Male
2,460
Single
0
PhD
null
null
Urban
Basic
0
12
597
2
2020-04-23 15:21:39.250151
Poor
No
Monthly
House
672
37,322
47
Female
84,761
Married
1
PhD
Self-Employed
20.104314
Urban
Comprehensive
null
12
373
9
2023-12-02 15:21:39.212862
Average
Yes
Monthly
Condo
846
37,323
24
Female
25,776
Single
0
Master's
Employed
21.749501
Urban
Comprehensive
0
17
null
8
2022-05-30 15:21:39.248098
Good
Yes
Monthly
House
130
37,324
48
Female
29,892
Single
1
Bachelor's
Unemployed
7.749458
Urban
Basic
null
14
829
5
2022-10-22 15:21:39.276901
Average
Yes
Weekly
Apartment
611
37,325
52
Female
86
Divorced
null
PhD
Unemployed
29.762278
Rural
Basic
1
10
769
9
2023-07-17 15:21:39.126661
Good
Yes
Rarely
Condo
2,104
37,326
53
Female
11,300
Married
2
Bachelor's
null
10.382751
Urban
Comprehensive
null
8
441
2
2019-09-05 15:21:39.144722
Poor
No
Monthly
Apartment
300
37,327
19
Male
28,862
Single
3
High School
Self-Employed
34.979563
Suburban
Premium
2
18
775
8
2020-04-09 15:21:39.182597
Poor
No
Rarely
Condo
740
37,328
35
Female
104,037
Divorced
1
PhD
Employed
37.898431
Suburban
Comprehensive
2
15
null
3
2024-08-09 15:21:39.220389
Poor
No
Monthly
Apartment
431
37,329
50
Male
null
Married
0
Bachelor's
Self-Employed
4.127518
Urban
Comprehensive
1
4
562
4
2023-04-20 15:21:39.237118
Average
Yes
Rarely
Condo
381
37,330
54
Male
84,486
Single
1
Master's
Employed
36.592301
Suburban
Premium
2
11
546
4
2020-10-27 15:21:39.089116
Good
Yes
Weekly
House
3,278
37,331
35
Male
2,908
Divorced
1
Bachelor's
Employed
34.681829
Suburban
Premium
0
16
null
1
2020-09-19 15:21:39.122134
Poor
No
Rarely
Apartment
2,319
37,332
59
Female
14,207
Single
4
Bachelor's
Self-Employed
47.170775
Suburban
Premium
2
8
353
4
2022-12-09 15:21:39.285112
Average
No
Monthly
House
2,689
37,333
51
Male
131,642
Married
3
Bachelor's
null
22.171361
Rural
Comprehensive
0
4
null
6
2023-06-10 15:21:39.192212
Good
Yes
Monthly
Apartment
133
37,334
55
Male
30,490
Married
2
Bachelor's
Unemployed
30.849888
Suburban
Comprehensive
1
18
438
8
2022-06-07 15:21:39.134960
Good
No
Rarely
House
981
37,335
27
Male
16,078
Married
3
PhD
Self-Employed
23.141348
Suburban
Premium
null
7
null
6
2023-07-14 15:21:39.134960
Good
Yes
Monthly
Apartment
714
37,336
24
Female
43,488
Divorced
null
Bachelor's
Self-Employed
51.057639
Urban
Comprehensive
null
7
null
4
2021-05-04 15:21:39.194829
Poor
Yes
Daily
House
378
37,337
51
Male
39,788
Divorced
null
Master's
null
11.716137
Suburban
Premium
1
5
478
1
2022-07-19 15:21:39.131192
Average
Yes
Rarely
Apartment
482
37,338
20
Female
18,098
Divorced
2
Master's
Self-Employed
21.412823
Suburban
Comprehensive
1
6
812
6
2022-04-26 15:21:39.190215
Average
No
Weekly
House
1,030
37,339
33
Male
16,078
Married
3
Master's
Unemployed
8.14553
Suburban
Premium
0
16
551
3
2021-11-26 15:21:39.134960
Good
Yes
Monthly
Apartment
1,412
37,340
37
Female
5,791
Single
1
PhD
Unemployed
11.125826
Rural
Basic
1
15
null
3
2022-01-13 15:21:39.274993
Poor
Yes
Weekly
Condo
1,670
37,341
51
Female
40,688
Divorced
3
High School
null
25.204031
Rural
Basic
null
15
414
3
2020-07-06 15:21:39.155231
Poor
No
Weekly
Apartment
485
37,342
30
Male
1,820
Single
3
Bachelor's
Unemployed
16.739684
Rural
Basic
null
0
704
1
2020-01-01 15:21:39.192212
Poor
Yes
Monthly
Condo
112
37,343
40
Female
3,872
Divorced
4
Bachelor's
Employed
51.743294
Rural
Premium
0
0
576
9
2021-12-01 15:21:39.107553
Poor
No
Daily
House
829
37,344
39
Male
45,699
Married
2
High School
Unemployed
27.957452
Rural
Comprehensive
null
16
709
9
2020-10-21 15:21:39.091080
Poor
Yes
Monthly
Condo
2,903
37,345
27
Female
8,424
Divorced
null
Master's
Unemployed
49.812558
Suburban
Premium
0
13
430
4
2023-02-24 15:21:39.191219
Average
Yes
Rarely
House
1,213
37,346
35
Female
null
Divorced
3
Bachelor's
Employed
14.837775
Urban
Premium
1
14
547
6
2022-12-12 15:21:39.093681
Average
No
Rarely
Apartment
417
37,347
45
Male
27,442
Divorced
2
High School
null
34.484499
Rural
Premium
null
13
null
9
2019-09-18 15:21:39.265513
Good
No
Monthly
House
2,710
37,348
63
Female
62,828
Divorced
2
PhD
Self-Employed
30.092554
Suburban
Basic
0
0
680
3
2021-08-11 15:21:39.256696
null
Yes
Monthly
House
73
37,349
37
Female
null
Single
1
PhD
Self-Employed
12.826386
Suburban
Basic
1
19
408
7
2023-06-18 15:21:39.134960
Good
Yes
Weekly
Apartment
587
37,350
45
Female
130,150
Divorced
null
High School
Self-Employed
19.002682
Rural
Comprehensive
null
12
389
8
2023-11-18 15:21:39.155231
Poor
Yes
Rarely
Apartment
823
37,351
61
Female
28,149
Single
4
High School
null
24.583308
Rural
Premium
2
0
537
2
2024-02-10 15:21:39.206847
Average
No
Monthly
Condo
973
37,352
26
Female
108,110
Married
0
Master's
Self-Employed
46.674745
Urban
Comprehensive
1
0
455
1
2023-08-25 15:21:39.220389
Good
No
Monthly
Apartment
1,046
37,353
47
Male
14,897
Married
1
PhD
null
32.816118
Suburban
Basic
1
6
732
3
2020-02-28 15:21:39.237118
Average
No
Weekly
Apartment
1,233
37,354
32
Male
7,348
Single
4
Master's
null
19.262216
Rural
Basic
null
0
332
1
2020-09-17 15:21:39.134960
Poor
Yes
Rarely
Apartment
925
37,355
45
Female
26,833
Single
3
PhD
null
40.811193
Suburban
Premium
0
11
781
1
2023-10-31 15:21:39.251142
Good
No
Daily
Apartment
1,598
37,356
29
Male
63,468
Single
3
Bachelor's
null
11.011912
Rural
Premium
2
7
792
4
2021-02-05 15:21:39.084065
Poor
No
Daily
Condo
30
37,357
43
Male
41,887
Married
3
High School
Self-Employed
26.813571
Suburban
Basic
0
1
null
7
2023-04-20 15:21:39.252145
Poor
No
Weekly
House
193
37,358
26
Female
5,712
Divorced
2
High School
Unemployed
22.13289
Suburban
Premium
null
16
715
4
2020-10-14 15:21:39.182597
Average
Yes
Rarely
House
294
37,359
58
Male
75,989
Single
0
PhD
null
49.722198
Rural
Premium
null
2
731
9
2023-10-23 15:21:39.208842
Average
No
Weekly
House
2,529
37,360
22
Male
17,894
Single
2
Bachelor's
null
20.086384
Suburban
Comprehensive
null
5
null
3
2023-06-29 15:21:39.198406
Poor
No
Weekly
Condo
511
37,361
19
Male
108,854
Divorced
0
Bachelor's
Employed
39.927385
Suburban
Basic
3
0
561
4
2019-09-23 15:21:39.134960
Poor
Yes
Daily
House
1,605
37,362
47
Female
7,094
Single
4
Master's
Self-Employed
16.813241
Suburban
Premium
null
14
521
1
2022-12-27 15:21:39.232526
Poor
Yes
Weekly
Apartment
1,324
37,363
40
Female
857
Married
0
Master's
Employed
30.277927
Urban
Premium
2
3
756
9
2022-02-17 15:21:39.188220
Average
No
Monthly
Condo
2,026
37,364
25
Male
9,894
Single
null
Bachelor's
Unemployed
45.341429
Rural
Premium
1
5
734
4
2021-11-15 15:21:39.254678
Poor
Yes
Weekly
Condo
906
37,365
56
Male
null
Married
3
Bachelor's
Employed
26.12975
Suburban
Comprehensive
0
1
744
8
2024-02-07 15:21:39.288099
null
No
Monthly
Condo
2,076
37,366
24
Male
64,781
Single
4
PhD
Employed
10.086406
Suburban
Comprehensive
0
7
null
4
2021-01-19 15:21:39.144722
Good
Yes
Monthly
Apartment
171
37,367
23
Female
38,612
Married
4
Master's
Unemployed
22.140712
Rural
Basic
null
16
849
9
2022-10-21 15:21:39.102694
Poor
No
Daily
House
822
37,368
31
Female
66,964
Married
1
Master's
null
25.534256
Urban
Premium
0
12
626
3
2021-06-22 15:21:39.134960
Good
No
Monthly
House
394
37,369
46
Female
37,692
Married
4
Bachelor's
null
null
Suburban
Basic
2
15
417
2
2022-09-21 15:21:39.155231
Poor
No
Rarely
House
919
37,370
31
Female
3,495
Single
2
PhD
Unemployed
19.304986
Urban
Comprehensive
2
11
720
6
2021-01-07 15:21:39.148733
Good
Yes
Daily
Apartment
452
37,371
19
Female
231
Married
4
Master's
null
16.989961
Urban
Basic
1
17
336
9
2019-09-14 15:21:39.274993
Average
Yes
Monthly
Apartment
3,924
37,372
28
Male
11,159
Divorced
2
PhD
Self-Employed
40.242712
Suburban
Premium
0
2
541
9
2021-10-05 15:21:39.166062
Good
Yes
Monthly
Apartment
1,130
37,373
null
Female
124,946
Divorced
0
Master's
Self-Employed
51.495417
Rural
Basic
0
1
844
9
2022-02-09 15:21:39.155231
Average
Yes
Monthly
Condo
2,589
37,374
23
Female
39,769
Married
0
Bachelor's
Self-Employed
25.25273
Suburban
Basic
null
18
521
1
2022-09-27 15:21:39.192212
Average
No
Weekly
Condo
28
37,375
59
Female
71,159
Single
3
PhD
null
15.986451
Rural
Premium
2
5
761
2
2022-07-23 15:21:39.155231
Poor
Yes
Weekly
Apartment
394
37,376
63
Female
7,821
Single
1
PhD
Self-Employed
14.494877
Rural
Comprehensive
1
6
387
7
2024-06-29 15:21:39.166062
Poor
Yes
Monthly
House
36
37,377
40
Female
64,248
Married
0
High School
Self-Employed
31.515715
Rural
Basic
1
3
391
6
2024-04-01 15:21:39.180553
Good
No
Daily
Condo
2,178
37,378
18
Male
915
Married
2
High School
null
null
Suburban
Basic
null
18
506
2
2023-07-17 15:21:39.134960
Poor
No
Weekly
Apartment
1,623
37,379
58
Male
143,384
Single
1
Bachelor's
Self-Employed
37.624518
Suburban
Comprehensive
2
13
437
8
2019-08-25 15:21:39.123711
Good
Yes
Weekly
House
1,207
37,380
26
Male
28,408
Married
2
High School
Employed
5.846505
Urban
Premium
null
12
null
2
2024-08-03 15:21:39.134960
Poor
Yes
Daily
Apartment
523
37,381
34
Female
22,634
Divorced
0
Master's
null
19.789711
Urban
Comprehensive
1
19
768
6
2023-12-15 15:21:39.287115
Poor
No
Monthly
House
360
37,382
54
Female
835
Single
1
High School
null
23.246886
Urban
Premium
0
16
543
6
2023-06-07 15:21:39.223901
Average
Yes
Daily
Condo
28
37,383
32
Male
644
Divorced
1
PhD
null
44.61067
Suburban
Premium
2
0
null
3
2021-10-13 15:21:39.126661
Average
Yes
Daily
Apartment
644
37,384
18
Female
5,932
Married
1
Bachelor's
Employed
10.384311
Suburban
Comprehensive
null
3
588
3
2022-01-25 15:21:39.237118
Good
Yes
Weekly
Condo
2,353
37,385
24
Male
2,637
Single
2
Bachelor's
null
21.380124
Urban
Comprehensive
2
6
651
6
2020-02-28 15:21:39.192212
Good
No
Rarely
Apartment
26
37,386
62
Female
24,348
Single
3
Bachelor's
Self-Employed
6.014968
Suburban
Comprehensive
2
15
null
7
2023-01-02 15:21:39.286113
Average
No
Daily
Apartment
1,021
37,387
42
Male
48,922
Married
null
PhD
Self-Employed
5.764366
Urban
Basic
null
7
434
1
2020-12-03 15:21:39.278402
Poor
Yes
Monthly
House
801
37,388
30
Male
30,429
Married
1
Master's
null
26.979217
Urban
Premium
0
4
null
1
2020-06-04 15:21:39.134960
Poor
No
Monthly
Apartment
853
37,389
46
Male
10,717
Divorced
1
Bachelor's
Self-Employed
18.514519
Rural
Basic
null
4
482
8
2020-08-26 15:21:39.186212
Poor
No
Weekly
House
1,604
37,390
45
Male
55,138
Single
1
High School
Unemployed
28.140979
Suburban
Premium
0
16
335
6
2019-10-02 15:21:39.116179
Poor
Yes
Rarely
Apartment
626
37,391
55
Male
82,740
Divorced
4
Master's
Self-Employed
40.836709
Rural
Basic
null
13
767
6
2023-09-21 15:21:39.091080
Poor
Yes
Monthly
House
231
37,392
39
Female
547
Single
0
PhD
Employed
34.824288
Suburban
Basic
2
9
null
6
2020-12-20 15:21:39.134960
Poor
No
Daily
Condo
912
37,393
44
Male
3,537
Married
null
High School
null
11.511528
Urban
Basic
3
4
679
3
2021-09-11 15:21:39.255696
Average
Yes
Monthly
Apartment
2,409
37,394
54
Male
17,239
Single
1
PhD
Employed
44.116692
Rural
Basic
null
12
665
5
2021-10-20 15:21:39.132191
Poor
Yes
Daily
House
977
37,395
32
Female
38,332
Single
0
Master's
Employed
null
Rural
Premium
1
15
728
8
2023-02-08 15:21:39.180553
Poor
No
Rarely
House
1,656
37,396
31
Female
5,733
Single
3
Master's
null
15.076627
Suburban
Premium
null
16
487
2
2022-04-03 15:21:39.285112
Average
Yes
Monthly
House
2,396
37,397
50
Female
61,218
Married
2
Master's
null
18.369953
Suburban
Premium
1
6
428
6
2021-09-22 15:21:39.217387
Poor
No
Weekly
House
2,822
37,398
56
Female
23,160
Divorced
1
Bachelor's
Employed
26.252423
Suburban
Premium
3
16
549
9
2024-06-23 15:21:39.107553
Poor
Yes
Daily
House
887
37,399
39
Female
36,316
Married
3
Master's
Employed
24.879213
Rural
Basic
null
4
834
9
2020-05-11 15:21:39.121169
Poor
Yes
Rarely
Apartment
1,008