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
1,163,300
26
Male
565
Married
1
Master's
Self-Employed
null
Suburban
Basic
null
14
828
1
2023-02-14 15:21:39.126661
Good
No
Weekly
Condo
1,761
1,163,301
21
Female
39,279
Divorced
1
Bachelor's
Self-Employed
22.054814
Rural
Basic
0
13
507
9
2024-03-25 15:21:39.182597
Poor
Yes
Rarely
Apartment
772
1,163,302
22
Female
null
Single
3
Master's
Self-Employed
51.857439
Suburban
Basic
null
1
null
5
2022-03-08 15:21:39.276901
Good
No
Weekly
House
816
1,163,303
26
Male
20,669
Married
3
Master's
Employed
10.820138
Rural
Basic
2
3
617
4
2021-11-06 15:21:39.176717
Good
Yes
Monthly
Apartment
2,464
1,163,304
56
Female
815
Divorced
2
PhD
Self-Employed
29.388323
Rural
Premium
1
12
493
6
2019-08-24 15:21:39.247098
Average
No
Weekly
Apartment
442
1,163,305
50
Female
61,671
Married
2
High School
Employed
51.235714
Rural
Comprehensive
0
4
642
1
2020-01-16 15:21:39.164044
Poor
No
Rarely
Condo
915
1,163,306
43
Male
35,341
Married
0
PhD
Unemployed
null
Urban
Comprehensive
0
7
578
1
2023-06-09 15:21:39.287115
Average
Yes
Rarely
House
1,312
1,163,307
34
Male
844
Divorced
1
High School
Unemployed
25.597859
Suburban
Comprehensive
null
15
756
9
2023-08-21 15:21:39.237118
Good
Yes
Monthly
House
28
1,163,308
52
Female
45,982
Married
1
High School
Employed
40.957145
Rural
Basic
2
8
765
6
2021-12-07 15:21:39.222387
Good
Yes
Rarely
House
705
1,163,309
63
Female
1,003
Single
4
High School
null
null
Urban
Premium
2
17
494
8
2021-05-22 15:21:39.155231
Good
Yes
Monthly
Condo
1,125
1,163,310
61
Male
1,320
Married
4
Master's
Unemployed
27.904212
Urban
Comprehensive
null
12
420
2
2020-10-18 15:21:39.134960
Average
Yes
Weekly
Apartment
2,681
1,163,311
24
Male
17,095
Single
1
Master's
null
44.527889
Suburban
Basic
1
14
791
5
2021-11-25 15:21:39.237118
Average
No
Weekly
Condo
3,128
1,163,312
23
Male
2,654
Single
3
Bachelor's
Employed
50.624557
Suburban
Premium
2
14
587
7
2023-02-15 15:21:39.155231
Poor
No
Weekly
Condo
1,162
1,163,313
38
Male
4,767
Single
0
High School
Unemployed
26.053093
Suburban
Basic
null
12
439
5
2023-03-26 15:21:39.134960
Poor
Yes
Rarely
Condo
609
1,163,314
60
Male
6,920
Married
3
Master's
null
26.819659
Suburban
Premium
null
6
679
7
2021-09-22 15:21:39.218388
Poor
Yes
Rarely
House
1,297
1,163,315
57
Male
null
null
0
PhD
Unemployed
13.898511
Suburban
Premium
null
13
344
5
2021-10-19 15:21:39.237118
Good
Yes
Rarely
House
483
1,163,316
33
Female
30,382
Single
1
PhD
Unemployed
14.151074
Rural
Comprehensive
2
14
null
2
2021-06-01 15:21:39.279729
Poor
Yes
Rarely
Apartment
962
1,163,317
51
Male
34,163
Single
4
Bachelor's
null
31.722744
Rural
Basic
null
5
520
6
2021-04-22 15:21:39.155231
Good
Yes
Weekly
Condo
487
1,163,318
28
Female
89,854
Divorced
0
PhD
Employed
13.714956
Urban
Comprehensive
1
2
410
8
2023-06-08 15:21:39.130190
Good
Yes
Weekly
Condo
1,978
1,163,319
34
Male
16,101
Divorced
0
Master's
Employed
22.752583
Urban
Premium
0
6
802
1
2023-06-07 15:21:39.134960
Poor
Yes
Daily
House
552
1,163,320
28
Male
3,240
Single
0
Bachelor's
Self-Employed
27.055441
Rural
Premium
0
14
670
1
2022-07-29 15:21:39.143708
Good
Yes
Daily
House
234
1,163,321
41
Male
8,866
Divorced
0
PhD
Unemployed
45.078614
Rural
Premium
2
10
382
5
2023-07-02 15:21:39.173834
Good
No
Monthly
Condo
484
1,163,322
41
Male
18,058
Single
4
PhD
Employed
13.914963
Rural
Basic
3
0
662
6
2022-11-03 15:21:39.114118
Poor
No
Monthly
Condo
709
1,163,323
59
Male
25,962
Married
0
Bachelor's
Self-Employed
5.243658
Urban
Premium
null
13
721
6
2022-09-21 15:21:39.134960
Good
No
Daily
Apartment
589
1,163,324
56
Male
54,974
Single
3
High School
Employed
37.166839
Urban
Premium
0
0
762
1
2023-03-31 15:21:39.080440
Good
No
Rarely
Condo
233
1,163,325
54
Male
1,439
Married
4
Master's
Self-Employed
22.386041
Suburban
Basic
2
14
506
7
2024-05-19 15:21:39.101733
Average
No
Weekly
House
2,362
1,163,326
20
Male
87,517
Single
1
PhD
Unemployed
null
Rural
Comprehensive
null
16
517
6
2020-03-29 15:21:39.244069
Good
Yes
Daily
Apartment
1,873
1,163,327
61
Female
87,760
Married
2
Bachelor's
Employed
9.569734
Rural
Comprehensive
null
8
356
2
2024-06-10 15:21:39.223901
Good
No
Rarely
Apartment
2,411
1,163,328
55
Female
null
Single
0
PhD
Self-Employed
17.077367
Rural
Premium
2
0
437
8
2020-02-11 15:21:39.155231
Average
Yes
Daily
Condo
589
1,163,329
64
Male
812
Married
3
Bachelor's
Unemployed
17.097494
Urban
Comprehensive
0
14
473
2
2021-10-15 15:21:39.283783
Good
No
Rarely
Apartment
29
1,163,330
44
Female
1,269
Married
0
Master's
Employed
21.769684
Rural
Premium
null
8
563
9
2023-06-05 15:21:39.237118
Poor
No
Daily
House
2,547
1,163,331
56
Female
44,482
Divorced
0
Master's
Employed
22.674454
Suburban
Premium
3
18
650
5
2024-04-28 15:21:39.252145
Average
Yes
Rarely
Condo
2,517
1,163,332
36
Male
3,718
Single
3
PhD
null
14.297737
Suburban
Premium
0
18
407
9
2023-02-10 15:21:39.244069
Average
No
Rarely
Apartment
3,600
1,163,333
41
Male
136,054
Single
4
Master's
null
30.122961
Urban
Basic
1
17
832
3
2023-01-10 15:21:39.087123
null
No
Weekly
Condo
230
1,163,334
18
Female
18,054
Married
2
High School
Unemployed
15.75554
Urban
Basic
null
13
710
4
2021-07-16 15:21:39.092127
Good
Yes
Daily
House
616
1,163,335
39
Male
9,534
Married
4
Master's
Employed
22.929045
Suburban
Comprehensive
0
8
564
3
2020-10-07 15:21:39.281787
Good
Yes
Rarely
Condo
1,059
1,163,336
55
Female
64,444
Single
1
High School
Unemployed
33.716901
Urban
Comprehensive
0
18
732
3
2023-01-16 15:21:39.199447
Poor
No
Daily
House
274
1,163,337
37
Female
88,819
Single
null
PhD
Unemployed
12.984599
Urban
Basic
0
1
425
2
2021-08-12 15:21:39.090124
Poor
Yes
Daily
House
1,598
1,163,338
54
Female
1,708
Divorced
4
PhD
null
29.465937
Rural
Premium
2
2
null
4
2022-10-31 15:21:39.154008
Good
Yes
Rarely
Apartment
837
1,163,339
52
Male
38,216
Single
4
High School
Unemployed
31.886621
Rural
Premium
null
5
467
2
2021-06-11 15:21:39.185215
Average
No
Weekly
House
1,218
1,163,340
25
Female
66,865
Divorced
2
Bachelor's
null
31.766316
Urban
Premium
1
17
577
4
2022-12-02 15:21:39.134960
Good
No
Monthly
House
4,809
1,163,341
34
Female
70,551
Single
3
Master's
null
30.909
Rural
Comprehensive
1
18
326
8
2020-09-16 15:21:39.273973
Good
Yes
Monthly
House
2,704
1,163,342
32
Female
31,003
Married
4
High School
Unemployed
12.807772
Rural
Basic
null
17
null
4
2022-01-14 15:21:39.289099
Poor
Yes
Rarely
Apartment
1,708
1,163,343
51
Female
122,661
Married
4
High School
Self-Employed
39.816148
Urban
Basic
2
6
795
7
2020-11-06 15:21:39.200452
Good
Yes
Daily
House
234
1,163,344
30
Female
1,191
Married
4
Master's
Unemployed
9.772503
Suburban
Premium
null
12
320
2
2023-10-12 15:21:39.261856
Good
Yes
Monthly
Apartment
703
1,163,345
60
Female
28,023
Married
1
Bachelor's
Unemployed
8.869786
Urban
Comprehensive
2
9
698
8
2020-09-15 15:21:39.220389
Average
Yes
Weekly
Apartment
1,908
1,163,346
49
Female
138,047
Married
2
PhD
Self-Employed
37.638805
Suburban
Basic
1
5
491
9
2020-06-17 15:21:39.265513
Good
Yes
Weekly
House
4,542
1,163,347
61
Female
6,086
Married
2
Bachelor's
Employed
33.383037
Rural
Premium
null
11
534
1
2023-08-12 15:21:39.201446
Good
No
Rarely
Condo
590
1,163,348
33
Male
16,884
Divorced
1
PhD
Unemployed
13.596848
Urban
Premium
null
10
null
5
2022-04-11 15:21:39.083497
Average
Yes
Monthly
Condo
1,338
1,163,349
62
Male
56,379
Married
2
Bachelor's
Employed
11.816532
Rural
Premium
0
4
518
9
2022-07-29 15:21:39.281787
Average
No
Rarely
Apartment
231
1,163,350
43
Female
46,743
Single
0
Bachelor's
null
15.319466
Urban
Premium
null
18
448
2
2020-09-08 15:21:39.172097
Poor
No
Weekly
Condo
227
1,163,351
51
Female
38,768
Single
0
High School
Employed
5.56743
Suburban
Basic
1
16
501
3
2022-03-30 15:21:39.168099
Average
No
Monthly
Condo
906
1,163,352
24
Male
23,485
Divorced
0
High School
Self-Employed
34.2995
Suburban
Premium
3
16
578
4
2021-03-01 15:21:39.102694
Poor
No
Rarely
House
1,028
1,163,353
21
Female
4,909
Married
3
Bachelor's
Employed
46.238741
Rural
Comprehensive
2
13
511
2
2021-01-30 15:21:39.087123
Good
No
Daily
Condo
624
1,163,354
64
Female
57,581
null
3
High School
null
51.503828
Urban
Basic
null
8
336
5
2021-07-13 15:21:39.286113
null
No
Daily
Condo
1,407
1,163,355
44
Male
35,198
Divorced
2
PhD
null
13.376066
Suburban
Comprehensive
1
15
688
3
2021-07-23 15:21:39.237118
Average
Yes
Monthly
Condo
1,044
1,163,356
63
Male
18,071
Married
0
PhD
null
23.922286
Rural
Comprehensive
1
14
783
6
2023-11-18 15:21:39.167099
Good
Yes
Rarely
Condo
24
1,163,357
18
Male
58,931
Married
1
Bachelor's
Employed
null
Urban
Basic
null
11
553
8
2023-12-25 15:21:39.288099
Poor
Yes
Monthly
House
2,197
1,163,358
64
Male
612
Married
1
Bachelor's
null
18.955312
Urban
Premium
1
8
509
4
2021-06-14 15:21:39.237118
Poor
No
Rarely
Condo
1,732
1,163,359
30
Male
16,886
Married
null
Master's
null
11.85415
Urban
Comprehensive
null
14
482
2
2022-10-23 15:21:39.155231
Good
No
Monthly
Condo
1,012
1,163,360
30
Male
1,417
null
1
Bachelor's
Employed
25.948804
Rural
Basic
1
10
618
3
2021-03-25 15:21:39.188220
Poor
No
Monthly
House
1,873
1,163,361
58
Male
3,817
Divorced
null
Bachelor's
Unemployed
4.183958
Suburban
Premium
2
10
741
3
2023-09-05 15:21:39.222387
Average
No
Monthly
House
1,102
1,163,362
47
Male
12,074
Married
0
Master's
Employed
28.966933
Rural
Premium
null
3
408
9
2021-03-14 15:21:39.134960
Good
No
Rarely
House
758
1,163,363
44
Female
44,680
Single
4
Bachelor's
Self-Employed
17.817149
Suburban
Basic
null
9
595
3
2023-02-05 15:21:39.223901
Average
No
Weekly
House
758
1,163,364
39
Male
95,416
Single
4
Bachelor's
Self-Employed
27.814202
Suburban
Basic
null
5
312
2
2019-09-25 15:21:39.210805
Average
No
Monthly
Condo
574
1,163,365
18
Male
13,384
Single
1
High School
null
22.308087
Rural
Basic
0
15
538
6
2021-12-24 15:21:39.218388
Good
No
Rarely
Condo
968
1,163,366
32
Female
43,498
Married
0
High School
null
21.717231
Urban
Basic
1
0
681
2
2019-10-22 15:21:39.134960
Good
No
Monthly
House
2,399
1,163,367
33
Male
33,299
Divorced
4
Bachelor's
Self-Employed
45.706728
Suburban
Premium
1
4
722
9
2022-11-09 15:21:39.130190
Average
Yes
Monthly
Apartment
29
1,163,368
19
Male
52,226
Single
1
Master's
null
null
Rural
Comprehensive
4
7
719
9
2024-05-16 15:21:39.133866
Average
Yes
Rarely
Condo
2,734
1,163,369
61
Female
3,725
Single
3
Bachelor's
Employed
15.0116
Urban
Comprehensive
1
13
662
2
2022-10-09 15:21:39.192212
Poor
Yes
Rarely
Condo
29
1,163,370
52
Male
13,140
Single
3
Bachelor's
Self-Employed
6.865662
Rural
Comprehensive
1
14
806
4
2023-11-14 15:21:39.215386
Good
No
Rarely
Apartment
595
1,163,371
40
Female
16,193
Single
null
Bachelor's
Unemployed
null
Urban
Basic
0
6
null
4
2024-07-07 15:21:39.165120
Poor
No
Rarely
Apartment
554
1,163,372
58
Female
33,010
Married
3
PhD
null
3.383923
Rural
Basic
null
16
744
3
2021-03-24 15:21:39.260856
Poor
No
Rarely
House
2,196
1,163,373
51
Female
23,648
Single
null
Bachelor's
Self-Employed
null
Urban
Premium
null
12
null
5
2023-01-08 15:21:39.107553
Poor
Yes
Rarely
Apartment
2,563
1,163,374
57
Male
8,791
Single
3
High School
null
null
Urban
Basic
null
12
null
3
2022-07-16 15:21:39.172097
Good
No
Weekly
House
731
1,163,375
58
Female
1,575
Divorced
4
PhD
Unemployed
36.928598
Rural
Basic
null
11
339
9
2019-09-23 15:21:39.253660
Poor
Yes
Rarely
Apartment
256
1,163,376
47
Female
48,889
Married
3
High School
Unemployed
17.44679
Rural
Comprehensive
null
4
426
6
2022-09-09 15:21:39.172097
Average
Yes
Weekly
House
1,270
1,163,377
55
Male
63,558
Single
4
Bachelor's
Self-Employed
19.854169
Rural
Comprehensive
2
12
441
2
2021-03-07 15:21:39.134960
Good
No
Monthly
Apartment
532
1,163,378
25
Male
10,535
Married
4
Bachelor's
Employed
29.37758
Suburban
Basic
3
13
658
2
2023-08-27 15:21:39.232526
Poor
No
Monthly
House
2,218
1,163,379
50
Female
95,936
Single
4
PhD
Self-Employed
41.449843
Suburban
Comprehensive
0
2
662
5
2019-10-01 15:21:39.278402
Average
No
Monthly
House
382
1,163,380
18
Male
31,625
Single
0
Master's
Self-Employed
48.828359
Rural
Premium
3
1
795
5
2023-06-18 15:21:39.134960
null
No
Daily
Condo
920
1,163,381
54
Female
15,253
Divorced
3
High School
Self-Employed
13.657988
Suburban
Basic
null
10
713
6
2021-07-10 15:21:39.202448
Poor
Yes
Daily
Condo
447
1,163,382
51
Female
40,873
Single
4
High School
Employed
48.487322
Rural
Basic
null
2
381
1
2023-04-02 15:21:39.251142
Good
Yes
Monthly
House
473
1,163,383
64
Female
24,486
Single
0
Bachelor's
Employed
40.745822
Suburban
Basic
2
2
573
9
2022-04-17 15:21:39.134960
Average
Yes
Rarely
Apartment
1,867
1,163,384
61
Male
859
Divorced
2
PhD
Employed
null
Rural
Basic
0
17
null
4
2020-01-06 15:21:39.188220
Average
Yes
Monthly
House
910
1,163,385
34
Male
1,535
Single
null
Master's
Self-Employed
42.682574
Suburban
Premium
0
10
509
7
2019-08-22 15:21:39.274993
null
No
Rarely
Condo
1,111
1,163,386
27
Male
null
Married
1
PhD
Unemployed
16.927357
Suburban
Basic
1
1
777
8
2023-10-13 15:21:39.250151
Average
Yes
Weekly
Condo
404
1,163,387
62
Female
43,779
null
4
Master's
Self-Employed
29.135481
Suburban
Basic
0
13
698
4
2023-11-03 15:21:39.155231
Poor
Yes
Rarely
House
1,251
1,163,388
46
Male
76,415
Married
1
PhD
Unemployed
27.937399
Urban
Comprehensive
null
3
661
1
2019-12-25 15:21:39.180553
Good
No
Weekly
Condo
27
1,163,389
57
Female
19,885
Married
1
Bachelor's
Employed
11.125003
Urban
Basic
0
15
506
6
2019-10-20 15:21:39.082499
Poor
Yes
Weekly
House
615
1,163,390
64
Female
3,976
Married
1
PhD
Unemployed
12.977436
Urban
Premium
null
4
453
8
2024-08-03 15:21:39.237118
Average
No
Weekly
Apartment
1,833
1,163,391
59
Male
2,562
Married
1
PhD
Employed
27.544614
Urban
Premium
null
5
400
1
2023-07-28 15:21:39.182597
null
No
Rarely
Condo
554
1,163,392
19
Male
120,821
Divorced
1
High School
Unemployed
31.799729
Suburban
Premium
null
5
411
6
2021-02-21 15:21:39.096739
Good
No
Monthly
Condo
850
1,163,393
44
Female
26,163
Married
2
High School
Unemployed
10.534734
Rural
Comprehensive
2
9
817
3
2019-12-17 15:21:39.152732
Poor
Yes
Weekly
Apartment
1,624
1,163,394
60
Female
50,251
Single
3
Bachelor's
null
27.893944
Urban
Comprehensive
1
4
364
2
2021-01-25 15:21:39.152732
Average
No
Weekly
Apartment
829
1,163,395
21
Male
11,296
Divorced
3
Bachelor's
null
37.717019
Suburban
Premium
1
9
814
8
2023-04-28 15:21:39.264504
Poor
Yes
Monthly
Apartment
837
1,163,396
62
Female
10,803
Divorced
3
Bachelor's
Unemployed
14.086223
Rural
Comprehensive
2
15
669
7
2022-03-03 15:21:39.134960
null
Yes
Weekly
Condo
1,810
1,163,397
57
Female
49,866
null
4
Bachelor's
Employed
43.633849
Suburban
Basic
0
4
793
1
2023-08-04 15:21:39.184157
Good
Yes
Rarely
Apartment
328
1,163,398
40
Female
60,816
Single
3
High School
Self-Employed
44.649329
Urban
Premium
0
3
null
9
2023-10-29 15:21:39.187211
Good
Yes
Monthly
Apartment
47
1,163,399
44
Female
2,876
Married
3
PhD
Employed
5.993492
Suburban
Basic
1
9
683
2
2021-08-24 15:21:39.271453
Average
No
Daily
House
1,890