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
1,177,300
53
Male
19,547
Divorced
null
Master's
null
28.824996
Rural
Premium
null
2
530
8
2019-11-14 15:21:39.109552
null
No
Monthly
House
242
1,177,301
56
Male
4,613
Divorced
null
PhD
Unemployed
37.574135
Suburban
Basic
1
18
326
9
2023-05-16 15:21:39.150730
Good
Yes
Monthly
Condo
321
1,177,302
63
Male
801
Married
null
Master's
Employed
30.938898
Suburban
Basic
1
9
685
7
2023-04-01 15:21:39.111551
null
No
Monthly
House
1,215
1,177,303
null
Male
64,875
Married
2
Bachelor's
Self-Employed
32.251876
Rural
Comprehensive
1
6
367
6
2022-09-04 15:21:39.132191
Poor
No
Weekly
Apartment
3,111
1,177,304
47
Male
15,179
null
1
High School
Unemployed
32.641025
Urban
Basic
0
1
430
6
2024-04-22 15:21:39.134960
Poor
No
Rarely
Apartment
2,122
1,177,305
64
Male
13,982
Single
1
Master's
Self-Employed
38.835241
Urban
Premium
1
14
null
2
2021-12-08 15:21:39.171102
Good
No
Weekly
Condo
1,275
1,177,306
37
Male
3,998
Single
2
Bachelor's
null
12.627548
Rural
Comprehensive
2
16
490
1
2022-01-27 15:21:39.134960
Good
No
Rarely
House
434
1,177,307
55
Male
1,376
Married
3
Bachelor's
null
6.717724
Urban
Premium
2
5
342
3
2024-08-06 15:21:39.134960
null
Yes
Weekly
Condo
934
1,177,308
44
Male
1,646
Divorced
0
High School
Self-Employed
22.912984
Rural
Basic
null
13
739
4
2022-08-30 15:21:39.254678
null
No
Rarely
Apartment
24
1,177,309
64
Female
6,761
Divorced
4
Master's
Self-Employed
null
Rural
Comprehensive
0
4
null
5
2020-04-03 15:21:39.134960
Average
No
Monthly
Condo
918
1,177,310
42
Female
3,985
Single
2
Bachelor's
null
22.992405
Urban
Basic
null
8
718
6
2022-11-04 15:21:39.287115
Poor
No
Weekly
Condo
3,419
1,177,311
40
Female
16,058
Single
1
High School
Unemployed
14.086844
Suburban
Premium
0
3
null
6
2022-08-01 15:21:39.235012
Good
Yes
Daily
Apartment
703
1,177,312
24
Male
14,094
Single
0
Master's
Unemployed
19.087153
Suburban
Basic
1
11
551
6
2020-02-23 15:21:39.274993
Average
Yes
Weekly
House
729
1,177,313
37
Female
1,034
Divorced
1
PhD
Employed
35.095394
Urban
Premium
2
1
788
6
2021-09-16 15:21:39.093681
Good
No
Daily
House
1,175
1,177,314
54
Male
23,401
Divorced
4
PhD
Self-Employed
13.296589
Rural
Basic
1
11
452
6
2023-12-03 15:21:39.092127
Poor
Yes
Weekly
Apartment
1,264
1,177,315
52
Male
83,771
Married
2
Master's
null
25.233376
Urban
Basic
1
3
452
4
2021-08-22 15:21:39.151732
Average
No
Daily
House
955
1,177,316
55
Male
15,981
Divorced
2
Master's
Unemployed
31.624291
Suburban
Premium
0
15
748
9
2024-02-25 15:21:39.231531
Poor
Yes
Monthly
House
831
1,177,317
28
Female
1,608
Divorced
0
PhD
Self-Employed
31.906216
Suburban
Premium
0
14
470
8
2020-06-25 15:21:39.134960
Average
Yes
Rarely
Apartment
1,199
1,177,318
39
Male
29,230
Single
2
PhD
Unemployed
20.588821
Urban
Comprehensive
1
4
671
3
2020-06-20 15:21:39.106582
Poor
Yes
Monthly
House
1,153
1,177,319
38
Male
27,961
Divorced
4
Bachelor's
null
null
Suburban
Basic
3
11
549
6
2022-11-29 15:21:39.134960
Poor
No
Monthly
Apartment
559
1,177,320
38
Female
36,172
Married
2
High School
Self-Employed
21.025913
Suburban
Basic
0
9
489
2
2022-09-27 15:21:39.237118
Average
No
Weekly
House
1,068
1,177,321
54
Male
22,771
Divorced
3
Master's
Self-Employed
11.647573
Suburban
Comprehensive
null
19
658
1
2023-10-13 15:21:39.134960
Average
No
Daily
Apartment
2,518
1,177,322
50
Male
5,935
null
4
High School
Employed
null
Suburban
Premium
null
15
702
8
2021-08-24 15:21:39.278402
Poor
Yes
Weekly
Apartment
1,791
1,177,323
62
Male
1,592
Single
null
Master's
Employed
43.427716
Urban
Premium
1
6
328
6
2022-02-02 15:21:39.193945
Poor
Yes
Daily
Condo
1,440
1,177,324
22
Male
26,961
Married
4
Master's
null
29.236426
Suburban
Basic
1
0
779
3
2022-07-27 15:21:39.251142
Average
No
Daily
House
1,686
1,177,325
24
Female
29,074
Married
1
High School
Employed
42.226569
Urban
Comprehensive
1
15
759
6
2020-11-30 15:21:39.091080
Poor
No
Weekly
Apartment
735
1,177,326
49
Male
4,670
Divorced
2
High School
Self-Employed
7.539695
Rural
Comprehensive
1
13
null
5
2022-06-09 15:21:39.288099
Poor
No
Monthly
House
186
1,177,327
20
Female
27,155
Single
3
High School
Employed
24.965885
Rural
Comprehensive
3
13
572
1
2021-09-01 15:21:39.084065
Average
No
Daily
Condo
668
1,177,328
49
Female
16,073
Single
null
Master's
Self-Employed
33.362103
Rural
Comprehensive
null
12
744
8
2021-09-20 15:21:39.173834
Good
No
Monthly
Condo
1,136
1,177,329
23
Male
44,650
Married
1
Master's
null
26.845793
Rural
Basic
null
19
822
1
2024-05-15 15:21:39.226954
Average
Yes
Daily
Condo
446
1,177,330
34
Female
4,540
Single
1
Master's
Self-Employed
47.107539
Rural
Premium
2
18
716
7
2021-08-01 15:21:39.282785
Poor
No
Weekly
Apartment
1,244
1,177,331
57
Male
72,496
Divorced
2
High School
Self-Employed
36.554872
Rural
Basic
2
12
551
9
2020-06-25 15:21:39.230483
null
Yes
Rarely
House
2,428
1,177,332
22
Female
2,395
Single
2
Master's
Unemployed
21.935807
Suburban
Comprehensive
0
3
538
6
2022-08-30 15:21:39.204790
Average
No
Rarely
Apartment
2,698
1,177,333
47
Male
82,643
Divorced
3
PhD
Unemployed
31.929902
Rural
Premium
2
14
434
2
2024-01-02 15:21:39.082499
Poor
No
Daily
Condo
714
1,177,334
35
Male
5,712
Married
1
Bachelor's
Unemployed
13.034327
Rural
Comprehensive
1
3
624
7
2024-07-19 15:21:39.089116
null
Yes
Daily
Apartment
973
1,177,335
32
Female
5,522
Single
null
Bachelor's
Unemployed
40.245946
Urban
Basic
2
2
507
9
2022-12-07 15:21:39.209847
Poor
Yes
Rarely
House
1,032
1,177,336
51
Male
4,540
Divorced
4
High School
Unemployed
52.914485
Suburban
Comprehensive
1
13
663
8
2023-03-10 15:21:39.167099
Average
Yes
Daily
Apartment
627
1,177,337
44
Female
16,077
Married
2
High School
null
13.492611
Rural
Comprehensive
3
12
678
2
2021-07-06 15:21:39.171102
Good
Yes
Rarely
House
683
1,177,338
56
Female
10,086
Divorced
2
High School
Self-Employed
15.713619
Rural
Comprehensive
0
9
543
9
2022-01-17 15:21:39.193945
Poor
No
Daily
Condo
1,088
1,177,339
41
Female
132,637
Divorced
0
Master's
Employed
14.965335
Rural
Premium
0
18
415
4
2023-11-20 15:21:39.122134
Average
Yes
Weekly
Condo
362
1,177,340
53
Female
24,997
Married
4
Bachelor's
Unemployed
29.879756
Suburban
Basic
0
7
652
8
2022-07-26 15:21:39.222387
Poor
Yes
Rarely
Condo
1,085
1,177,341
55
Female
3,078
Married
4
High School
Self-Employed
32.002403
Urban
Comprehensive
2
7
null
3
2023-07-26 15:21:39.134960
Average
No
Daily
House
736
1,177,342
64
Male
37,807
Married
0
High School
Self-Employed
25.26193
Suburban
Premium
null
6
468
2
2021-02-09 15:21:39.081504
Good
Yes
Daily
Condo
2,093
1,177,343
31
Male
88,916
Divorced
1
PhD
Unemployed
28.884328
Suburban
Comprehensive
1
6
812
9
2023-10-10 15:21:39.122134
Poor
Yes
Daily
House
91
1,177,344
49
Male
18,319
Single
4
Master's
Unemployed
23.73948
Suburban
Basic
1
7
558
6
2023-03-02 15:21:39.099739
Good
No
Weekly
Apartment
27
1,177,345
20
Female
5,013
Single
1
Master's
Unemployed
22.451582
Rural
Comprehensive
null
10
null
8
2022-09-26 15:21:39.134960
Average
No
Rarely
Apartment
1,461
1,177,346
20
Female
15,963
Married
2
Master's
Employed
null
Rural
Premium
0
12
null
9
2020-10-31 15:21:39.155231
Average
No
Daily
Condo
474
1,177,347
42
Male
119,925
Divorced
1
Bachelor's
Self-Employed
24.209418
Urban
Comprehensive
0
3
689
6
2021-08-25 15:21:39.166062
Poor
No
Daily
House
182
1,177,348
56
Female
37,452
Single
0
High School
Unemployed
36.071358
Rural
Basic
null
18
646
6
2020-11-06 15:21:39.268507
Average
Yes
Weekly
Condo
1,223
1,177,349
30
Female
20,231
Divorced
0
Bachelor's
Self-Employed
10.527635
Urban
Comprehensive
1
13
343
2
2021-04-09 15:21:39.123711
Poor
Yes
Weekly
Condo
1,438
1,177,350
33
Female
27,791
Married
4
Bachelor's
Unemployed
34.051277
Rural
Basic
null
11
542
3
2021-12-10 15:21:39.264504
Good
Yes
Monthly
Condo
916
1,177,351
64
Female
43,843
Married
1
Bachelor's
Employed
19.857123
Urban
Basic
null
6
642
9
2020-08-17 15:21:39.155231
Poor
No
Rarely
House
2,306
1,177,352
33
Male
17,982
Divorced
2
Bachelor's
null
10.728436
Rural
Basic
1
9
507
5
2020-06-17 15:21:39.187211
Average
No
Weekly
House
1,603
1,177,353
64
Female
12,069
Married
4
High School
Employed
25.288864
Suburban
Premium
3
15
784
1
2022-10-25 15:21:39.231531
Poor
No
Monthly
Condo
45
1,177,354
43
Female
73,419
Single
1
PhD
Self-Employed
23.03742
Rural
Premium
2
0
765
1
2019-12-30 15:21:39.105504
Poor
No
Daily
Condo
2,145
1,177,355
42
Male
70,594
null
0
High School
Unemployed
25.790209
Rural
Comprehensive
4
14
519
4
2020-08-11 15:21:39.134960
Good
Yes
Daily
House
1,179
1,177,356
33
Female
25,720
Divorced
4
PhD
Employed
null
Rural
Basic
1
6
566
5
2021-02-24 15:21:39.236064
Good
No
Monthly
Apartment
3,106
1,177,357
29
Female
37,599
Divorced
4
Bachelor's
Unemployed
23.58382
Suburban
Basic
null
2
705
9
2020-02-17 15:21:39.237118
Poor
No
Monthly
Apartment
375
1,177,358
24
Female
3,065
Divorced
2
Master's
Self-Employed
16.927662
Urban
Basic
0
2
829
7
2022-07-05 15:21:39.289099
Average
Yes
Weekly
Apartment
4,047
1,177,359
47
Female
33,373
Divorced
2
Bachelor's
null
43.99559
Suburban
Comprehensive
0
6
452
4
2019-09-20 15:21:39.167099
Average
No
Rarely
Condo
32
1,177,360
52
Female
24,224
Single
0
High School
Employed
null
Rural
Comprehensive
0
8
496
5
2023-11-05 15:21:39.093681
Average
Yes
Rarely
Apartment
2,765
1,177,361
30
Male
35,709
Divorced
3
Bachelor's
Unemployed
38.935762
Rural
Comprehensive
0
1
483
5
2022-05-09 15:21:39.172097
Average
Yes
Weekly
House
607
1,177,362
37
Male
2,770
Single
1
High School
null
21.769111
Rural
Basic
1
4
798
5
2022-11-13 15:21:39.134960
Good
No
Rarely
Condo
20
1,177,363
37
Male
20,897
Single
1
Master's
Employed
6.835785
Rural
Basic
null
4
582
3
2022-04-22 15:21:39.122134
Average
No
Weekly
House
775
1,177,364
55
Male
81,783
Single
4
Master's
Self-Employed
50.838903
Rural
Basic
0
4
828
8
2023-09-10 15:21:39.191219
null
Yes
Weekly
Apartment
881
1,177,365
60
Male
5,871
Divorced
null
Bachelor's
Self-Employed
49.497851
Rural
Basic
null
11
695
7
2021-05-03 15:21:39.134960
Poor
No
Weekly
Apartment
2,392
1,177,366
42
Female
6,861
Married
0
Bachelor's
null
7.342672
Urban
Comprehensive
null
0
832
2
2020-07-06 15:21:39.237118
Good
Yes
Daily
Condo
1,123
1,177,367
51
Male
140,260
Divorced
4
Bachelor's
Self-Employed
6.318896
Suburban
Basic
1
1
797
7
2021-06-11 15:21:39.204790
Poor
No
Monthly
House
297
1,177,368
58
Male
36,287
Divorced
0
Bachelor's
Unemployed
35.946342
Suburban
Basic
0
17
431
5
2022-09-19 15:21:39.186212
Good
Yes
Rarely
House
1,802
1,177,369
39
Male
145,912
Divorced
0
High School
Employed
23.05814
Rural
Basic
1
13
456
6
2023-06-17 15:21:39.194829
Good
No
Monthly
House
1,209
1,177,370
52
Female
6,372
Single
3
Bachelor's
Unemployed
44.947393
Urban
Comprehensive
null
9
625
2
2022-09-16 15:21:39.249100
Average
No
Monthly
Apartment
437
1,177,371
28
Male
17,971
Single
0
PhD
Employed
11.495539
Suburban
Basic
1
13
728
6
2021-07-05 15:21:39.113566
Average
Yes
Monthly
House
1,486
1,177,372
53
Female
280
Single
2
Master's
Self-Employed
9.63876
Rural
Comprehensive
0
13
641
1
2023-05-18 15:21:39.155231
Poor
Yes
Weekly
Apartment
371
1,177,373
34
Female
142,262
Single
1
PhD
Self-Employed
50.694177
Rural
Comprehensive
2
17
null
8
2020-11-08 15:21:39.088124
Average
Yes
Monthly
House
309
1,177,374
31
Female
17,072
Married
4
PhD
null
null
Rural
Premium
1
5
null
8
2024-06-30 15:21:39.285112
Average
No
Rarely
Condo
703
1,177,375
34
Male
8,098
Married
2
High School
Unemployed
11.848138
Urban
Basic
2
14
779
8
2021-02-10 15:21:39.250151
Poor
No
Daily
House
1,217
1,177,376
59
Female
35,153
Divorced
2
Master's
Employed
30.920017
Rural
Basic
null
17
575
8
2022-06-23 15:21:39.177724
Good
No
Monthly
House
733
1,177,377
33
Female
3,546
Divorced
3
High School
Unemployed
13.92773
Suburban
Premium
null
16
null
5
2022-03-13 15:21:39.086123
Poor
No
Monthly
Condo
158
1,177,378
null
Male
5,745
Single
4
Master's
Self-Employed
13.829303
Urban
Basic
null
14
449
8
2022-05-18 15:21:39.155231
null
No
Monthly
House
1,540
1,177,379
25
Male
45,754
Divorced
1
High School
Unemployed
32.379987
Suburban
Comprehensive
2
10
569
5
2024-05-18 15:21:39.245086
Average
No
Weekly
Apartment
3,243
1,177,380
39
Male
13,959
Divorced
4
Master's
Unemployed
35.174413
Rural
Basic
null
5
694
8
2021-08-07 15:21:39.221386
Good
No
Daily
House
484
1,177,381
44
Female
33,204
Single
null
Master's
Employed
24.073706
Rural
Basic
1
6
577
4
2024-08-03 15:21:39.276901
Poor
Yes
Rarely
Apartment
1,722
1,177,382
34
Female
null
Divorced
null
Master's
Self-Employed
33.099182
Rural
Comprehensive
1
0
431
4
2023-01-29 15:21:39.151732
Good
No
Monthly
House
644
1,177,383
43
Male
15,983
Married
3
Bachelor's
Employed
null
Suburban
Premium
1
13
539
5
2023-12-14 15:21:39.186212
Good
No
Weekly
Apartment
1,119
1,177,384
46
Female
381
Single
3
High School
null
22.569339
Urban
Comprehensive
null
3
null
2
2020-11-07 15:21:39.095696
Poor
Yes
Daily
Condo
1,084
1,177,385
58
Male
54,910
Divorced
3
Bachelor's
null
28.09969
Rural
Basic
1
11
327
9
2023-04-15 15:21:39.082499
Poor
No
Weekly
Condo
2,316
1,177,386
38
Male
12,053
Married
0
PhD
Unemployed
36.338544
Rural
Premium
null
15
524
1
2023-07-30 15:21:39.276901
Poor
Yes
Monthly
Condo
772
1,177,387
30
Male
3,637
Married
3
High School
Unemployed
25.798545
Suburban
Basic
3
13
734
7
2021-07-18 15:21:39.152732
Average
No
Weekly
House
1,042
1,177,388
59
Male
38,193
Divorced
1
Master's
Self-Employed
15.394376
Urban
Basic
1
5
474
9
2019-09-24 15:21:39.132191
Poor
No
Rarely
Condo
1,308
1,177,389
55
Male
46,125
Divorced
2
PhD
Self-Employed
18.253902
Suburban
Premium
0
3
446
8
2024-04-24 15:21:39.219432
Good
Yes
Weekly
Condo
26
1,177,390
20
Female
null
Single
4
High School
Self-Employed
39.813977
Urban
Premium
null
1
434
6
2022-06-02 15:21:39.144722
Poor
Yes
Daily
Condo
1,614
1,177,391
37
Female
838
Married
4
Master's
Unemployed
29.945758
Rural
Comprehensive
null
13
769
8
2021-11-17 15:21:39.155231
Average
Yes
Daily
Condo
2,856
1,177,392
61
Female
41,002
Single
null
PhD
Self-Employed
20.071368
Suburban
Comprehensive
0
7
null
7
2023-11-03 15:21:39.206847
Poor
Yes
Daily
Apartment
1,099
1,177,393
42
Male
7,073
Single
2
High School
Employed
29.001759
Urban
Comprehensive
null
7
420
5
2022-05-18 15:21:39.206847
Poor
No
Rarely
House
2,168
1,177,394
37
Female
875
Married
2
Bachelor's
null
30.764839
Rural
Premium
2
13
778
8
2022-03-04 15:21:39.281787
Average
Yes
Monthly
Apartment
717
1,177,395
19
Female
2,750
Divorced
2
PhD
Unemployed
7.788866
Rural
Basic
null
7
638
5
2021-02-10 15:21:39.155231
Poor
No
Daily
Condo
2,066
1,177,396
54
Male
6,189
Married
0
High School
Self-Employed
22.689475
Suburban
Premium
null
3
613
9
2021-08-12 15:21:39.183598
Average
Yes
Daily
House
916
1,177,397
63
Female
46,327
Divorced
3
Master's
null
15.470057
Rural
Premium
1
5
387
4
2024-07-19 15:21:39.081504
Average
No
Weekly
Apartment
1,487
1,177,398
46
Female
14,082
Single
4
Master's
Unemployed
7.555815
Rural
Basic
0
0
703
3
2020-08-26 15:21:39.171102
Poor
No
Daily
Condo
2,103
1,177,399
62
Female
29,173
Married
2
PhD
Self-Employed
35.092143
Urban
Comprehensive
null
15
673
9
2023-11-26 15:21:39.155231
Good
No
Rarely
Apartment
931