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
29,300
35
Male
4,501
Single
2
High School
Employed
12.991517
Rural
Basic
0
1
535
5
2021-03-14 15:21:39.097737
Good
No
Daily
Condo
2,452
29,301
30
Female
16,237
Divorced
4
PhD
Employed
7.734142
Urban
Comprehensive
null
12
821
7
2023-06-24 15:21:39.124659
Average
No
Daily
Apartment
265
29,302
60
Male
null
Married
0
Master's
null
51.818686
Rural
Comprehensive
0
10
null
4
2022-03-19 15:21:39.176717
Poor
Yes
Daily
House
669
29,303
62
Female
8,761
Married
0
PhD
null
10.073598
Rural
Premium
0
16
570
3
2020-09-11 15:21:39.282785
Poor
No
Monthly
Condo
1,340
29,304
57
Female
20,389
Divorced
2
Master's
null
17.93941
Urban
Basic
0
7
809
7
2023-02-06 15:21:39.224915
Average
No
Monthly
Apartment
1,069
29,305
53
Male
30,364
Divorced
1
Bachelor's
Self-Employed
16.299993
Urban
Basic
0
13
713
9
2022-08-22 15:21:39.250151
Average
No
Monthly
Apartment
710
29,306
28
Male
905
Married
2
Master's
Unemployed
12.691233
Urban
Premium
null
15
369
5
2020-10-06 15:21:39.082499
Average
No
Weekly
Condo
459
29,307
60
Female
122,977
Married
null
High School
null
27.823404
Suburban
Comprehensive
1
14
393
9
2019-12-23 15:21:39.172097
Average
No
Monthly
Condo
722
29,308
51
Male
10,355
Divorced
1
Master's
Unemployed
30.97302
Rural
Premium
3
16
330
5
2023-06-06 15:21:39.254678
Average
No
Monthly
House
20
29,309
54
Male
2,762
Married
0
Bachelor's
Employed
11.974154
Urban
Basic
1
6
565
6
2020-04-04 15:21:39.283783
Poor
No
Rarely
House
3,801
29,310
58
Female
7,073
Single
4
High School
Unemployed
7.854686
Suburban
Premium
null
2
511
4
2023-03-24 15:21:39.090124
Average
Yes
Weekly
House
651
29,311
38
Male
6,542
Married
4
High School
Unemployed
17.079774
Rural
Basic
0
13
581
7
2021-09-22 15:21:39.134960
Good
No
Daily
Condo
925
29,312
34
Female
24,983
Divorced
1
Bachelor's
Employed
18.710899
Rural
Comprehensive
null
0
487
4
2019-09-23 15:21:39.245086
Good
Yes
Rarely
Condo
1,553
29,313
23
Female
7,051
Divorced
2
High School
Self-Employed
43.361337
Rural
Basic
null
4
821
8
2024-07-22 15:21:39.180553
Good
No
Weekly
Condo
513
29,314
35
Female
null
Single
2
High School
null
30.067119
Suburban
Basic
1
16
418
2
2023-09-20 15:21:39.229482
Average
Yes
Monthly
Apartment
1,892
29,315
27
Female
4,930
Married
4
Master's
null
null
Urban
Basic
1
18
674
5
2022-03-25 15:21:39.237118
Good
No
Monthly
House
462
29,316
25
Male
20,783
Married
4
Bachelor's
Self-Employed
21.777917
Suburban
Premium
0
17
603
5
2022-06-24 15:21:39.091080
Average
No
Rarely
Condo
1,051
29,317
64
Female
16,167
Divorced
3
PhD
Self-Employed
13.907
Suburban
Premium
null
10
793
3
2020-02-05 15:21:39.200452
Good
Yes
Weekly
House
1,038
29,318
25
Male
28,856
Married
3
High School
Unemployed
42.336725
Suburban
Basic
0
9
635
8
2020-08-11 15:21:39.170099
Average
Yes
Monthly
House
1,988
29,319
63
Male
102,872
Divorced
3
Master's
Unemployed
26.987988
Urban
Comprehensive
1
4
393
7
2019-09-13 15:21:39.193945
Average
Yes
Daily
House
627
29,320
20
Female
2,931
Single
1
High School
Employed
11.926168
Suburban
Basic
0
7
704
3
2019-10-10 15:21:39.264504
Average
No
Rarely
Condo
1,296
29,321
44
Male
120,958
Single
4
PhD
Unemployed
19.757834
Rural
Premium
1
1
406
4
2019-11-11 15:21:39.084065
Poor
No
Daily
Condo
1,166
29,322
47
Male
42,506
Married
2
PhD
Employed
27.607735
Urban
Basic
0
12
508
2
2022-11-08 15:21:39.134960
Poor
No
Daily
Condo
1,534
29,323
61
Female
61,838
Married
null
Bachelor's
Unemployed
16.639013
Urban
Premium
0
2
779
3
2023-07-26 15:21:39.107553
Average
Yes
Daily
Condo
182
29,324
25
Male
26,682
Single
3
Bachelor's
null
24.454718
Urban
Basic
1
11
573
3
2020-08-20 15:21:39.188220
Average
No
Daily
Condo
514
29,325
32
Male
5,635
Divorced
4
Bachelor's
Unemployed
45.34447
Urban
Premium
0
15
614
2
2021-08-23 15:21:39.252145
null
No
Daily
Apartment
781
29,326
19
Female
90,537
Married
1
Master's
null
40.837836
Urban
Premium
0
7
313
5
2021-10-24 15:21:39.237118
Poor
No
Monthly
Apartment
1,109
29,327
62
Female
16,076
Divorced
2
Master's
Employed
52.011274
Suburban
Basic
1
3
506
7
2024-07-05 15:21:39.221386
Poor
Yes
Weekly
Apartment
1,171
29,328
33
Female
1,079
Single
1
PhD
Employed
30.948667
Rural
Comprehensive
0
1
764
9
2024-03-09 15:21:39.170099
Poor
Yes
Weekly
Condo
2,197
29,329
54
Female
null
Single
4
Bachelor's
Employed
44.824696
Rural
Basic
2
0
819
8
2022-04-18 15:21:39.134960
Good
No
Monthly
House
2,370
29,330
34
Female
17,001
Single
1
Master's
Self-Employed
42.898251
Suburban
Basic
0
19
837
6
2021-03-23 15:21:39.093681
Poor
Yes
Monthly
House
1,885
29,331
28
Male
37,082
Single
2
Bachelor's
null
10.569551
Rural
Comprehensive
null
15
602
8
2023-08-05 15:21:39.134960
Good
Yes
Monthly
House
1,051
29,332
40
Male
2,778
Divorced
0
High School
Self-Employed
43.484534
Rural
Comprehensive
null
8
498
7
2024-02-25 15:21:39.134960
Poor
No
Monthly
Apartment
1,795
29,333
39
Female
32,482
Single
1
PhD
Self-Employed
28.493843
Rural
Premium
null
4
831
4
2022-05-14 15:21:39.289099
Average
Yes
Monthly
Apartment
474
29,334
39
Female
47,014
Single
3
PhD
Self-Employed
null
Suburban
Comprehensive
1
17
494
8
2020-11-14 15:21:39.237118
null
Yes
Monthly
Apartment
564
29,335
29
Female
13,122
Single
3
Master's
Self-Employed
19.354485
Urban
Premium
null
7
561
8
2022-07-03 15:21:39.146733
Poor
Yes
Weekly
Condo
2,047
29,336
23
Male
46,439
Married
3
Bachelor's
null
51.922641
Rural
Basic
2
3
null
2
2022-01-21 15:21:39.180553
Poor
Yes
Monthly
Apartment
1,077
29,337
46
Male
44,632
Single
2
PhD
Unemployed
33.814448
Rural
Basic
1
12
406
3
2020-07-28 15:21:39.289099
Poor
Yes
Rarely
Condo
1,508
29,338
27
Female
null
Single
4
PhD
Employed
6.928783
Rural
Basic
3
10
310
1
2020-02-02 15:21:39.263607
Poor
Yes
Weekly
Apartment
1,422
29,339
40
Male
24,894
Single
0
High School
null
11.31794
Urban
Comprehensive
2
3
541
4
2022-11-28 15:21:39.228521
Poor
Yes
Daily
Condo
1,824
29,340
19
Male
3,687
Single
null
PhD
Employed
5.371764
Rural
Basic
null
1
753
4
2019-10-17 15:21:39.096739
Average
No
Monthly
Condo
20
29,341
25
Male
15,881
Divorced
0
Bachelor's
Employed
34.918675
Urban
Comprehensive
1
17
548
8
2020-10-13 15:21:39.144722
Poor
No
Monthly
Condo
1,434
29,342
43
Male
11,618
Divorced
1
Master's
Unemployed
34.049729
Urban
Premium
null
16
342
7
2023-12-01 15:21:39.089116
Poor
Yes
Monthly
Condo
1,614
29,343
30
Female
27,046
Married
4
Master's
null
9.132501
Suburban
Premium
null
1
595
3
2021-07-03 15:21:39.235012
Average
Yes
Monthly
Condo
722
29,344
31
Male
1,366
Married
4
Master's
Self-Employed
4.63362
Rural
Comprehensive
1
9
695
4
2022-02-16 15:21:39.279729
Average
No
Daily
Apartment
2,268
29,345
19
Female
14,096
Divorced
1
Master's
Self-Employed
9.922222
Urban
Premium
0
9
830
1
2023-04-03 15:21:39.093681
Good
Yes
Rarely
Apartment
2,457
29,346
34
Female
21,715
Married
1
Master's
null
27.490842
Urban
Premium
null
2
325
9
2023-09-18 15:21:39.206847
Average
Yes
Weekly
House
767
29,347
24
Female
16,015
Divorced
1
Master's
Unemployed
30.91318
Rural
Premium
null
0
722
5
2022-05-24 15:21:39.205850
Poor
Yes
Rarely
House
2,438
29,348
39
Female
2,845
Married
4
PhD
Self-Employed
25.24454
Urban
Premium
1
6
466
3
2020-11-07 15:21:39.223390
Poor
Yes
Daily
Apartment
2,680
29,349
37
Female
16,885
Divorced
0
Master's
Self-Employed
20.471753
Rural
Comprehensive
0
0
608
8
2022-08-11 15:21:39.104139
Good
Yes
Weekly
House
648
29,350
48
Male
2,663
Married
1
High School
Self-Employed
19.261036
Urban
Premium
1
8
497
9
2023-05-23 15:21:39.204790
Average
No
Monthly
Apartment
736
29,351
20
Male
4,907
Single
0
Bachelor's
Self-Employed
null
Suburban
Comprehensive
1
19
843
7
2024-08-08 15:21:39.116179
Good
Yes
Monthly
Apartment
705
29,352
49
Female
1,005
Divorced
1
Master's
Employed
45.608887
Urban
Premium
1
6
363
1
2023-07-11 15:21:39.134960
Average
Yes
Weekly
Apartment
1,207
29,353
24
Female
4,828
Married
4
Master's
Self-Employed
40.847373
Suburban
Basic
1
0
712
8
2021-01-06 15:21:39.096739
Good
Yes
Weekly
House
25
29,354
23
Female
141,892
Divorced
4
Master's
null
null
Urban
Premium
null
11
735
2
2024-03-28 15:21:39.146733
null
Yes
Daily
Apartment
561
29,355
54
Male
27,311
Married
3
PhD
null
19.502999
Rural
Comprehensive
null
13
313
3
2022-08-10 15:21:39.283783
Good
Yes
Monthly
House
1,310
29,356
18
Female
null
Single
0
Bachelor's
Employed
42.641638
Rural
Basic
null
5
null
3
2023-11-17 15:21:39.185215
Average
Yes
Weekly
House
189
29,357
63
Female
51,420
Married
4
PhD
Unemployed
6.633582
Urban
Comprehensive
0
0
689
1
2023-11-23 15:21:39.237118
Good
No
Monthly
Apartment
111
29,358
36
Female
5,873
Married
2
PhD
Employed
37.242491
Suburban
Basic
2
3
757
5
2021-05-05 15:21:39.134960
Good
No
Rarely
Condo
1,262
29,359
50
Male
1,269
Divorced
4
Master's
null
34.361979
Rural
Comprehensive
1
2
837
8
2022-11-23 15:21:39.245086
Good
No
Daily
Condo
107
29,360
22
Male
129,800
Married
3
PhD
Unemployed
29.906371
Rural
Comprehensive
null
0
492
8
2020-07-20 15:21:39.272456
Average
Yes
Daily
Condo
394
29,361
62
Female
1,270
Married
1
PhD
Self-Employed
20.596701
Urban
Comprehensive
1
15
489
8
2024-03-31 15:21:39.285112
Average
Yes
Monthly
Condo
627
29,362
18
Female
11,571
Single
4
Bachelor's
null
29.871197
Urban
Premium
2
1
652
4
2021-03-06 15:21:39.206847
Average
Yes
Monthly
Apartment
1,221
29,363
31
Female
32,009
Single
0
Bachelor's
Unemployed
42.639708
Urban
Basic
1
12
431
1
2020-02-11 15:21:39.148733
Good
No
Weekly
House
30
29,364
43
Female
30,644
Divorced
2
High School
null
40.244822
Rural
Premium
0
13
613
1
2023-03-18 15:21:39.278402
Average
No
Weekly
Apartment
4,850
29,365
62
Female
83,981
Married
4
High School
null
21.351913
Rural
Basic
1
4
683
5
2023-07-25 15:21:39.092127
Average
Yes
Rarely
Condo
276
29,366
39
Female
20,981
Married
0
Bachelor's
Employed
36.092445
Urban
Comprehensive
null
16
712
9
2021-01-15 15:21:39.194829
Average
No
Weekly
Condo
463
29,367
19
Male
23,470
Married
2
Master's
null
null
Rural
Premium
null
17
398
8
2024-05-16 15:21:39.172097
Poor
No
Rarely
House
1,027
29,368
62
Male
30,761
Divorced
1
Bachelor's
null
29.573601
Urban
Basic
null
11
648
9
2024-01-18 15:21:39.226954
Poor
Yes
Daily
House
2,144
29,369
61
Female
17,078
Divorced
0
PhD
Employed
26.282577
Urban
Basic
0
13
632
3
2020-01-04 15:21:39.214388
Average
No
Daily
Condo
822
29,370
51
Female
96,424
Divorced
3
Bachelor's
Self-Employed
15.738591
Suburban
Basic
0
3
490
4
2020-07-06 15:21:39.134960
null
No
Weekly
Apartment
268
29,371
58
Female
19,281
Married
0
Master's
null
25.091596
Suburban
Comprehensive
1
1
null
2
2020-02-21 15:21:39.134960
Poor
No
Weekly
Apartment
907
29,372
52
Female
39,751
Single
0
PhD
Employed
5.05799
Urban
Premium
1
8
701
8
2022-03-17 15:21:39.134960
Poor
Yes
Monthly
Apartment
641
29,373
22
Female
120,178
Single
4
High School
Unemployed
31.445617
Suburban
Basic
3
16
776
5
2020-03-11 15:21:39.171102
null
No
Monthly
Condo
459
29,374
44
Female
139,516
Single
1
High School
null
17.990901
Suburban
Comprehensive
4
9
null
7
2023-04-04 15:21:39.256696
Average
No
Monthly
Apartment
4,263
29,375
20
Female
58,181
Married
1
Master's
Unemployed
28.812465
Rural
Comprehensive
null
8
652
3
2021-02-25 15:21:39.152732
Good
Yes
Daily
Condo
370
29,376
36
Male
6,672
Married
2
Master's
null
19.222939
Suburban
Premium
0
7
797
2
2020-11-10 15:21:39.232526
Average
Yes
Weekly
Condo
2,107
29,377
26
Male
61,177
Married
4
High School
Self-Employed
22.829
Urban
Basic
0
18
566
2
2021-08-10 15:21:39.264504
Poor
No
Monthly
Condo
376
29,378
59
Male
31,568
Married
1
Bachelor's
null
27.846226
Rural
Premium
0
19
433
9
2019-11-28 15:21:39.278402
Good
Yes
Daily
Condo
983
29,379
28
Female
1,329
Married
0
PhD
Employed
37.045747
Suburban
Comprehensive
1
2
609
5
2023-03-05 15:21:39.173834
Poor
Yes
Rarely
Apartment
111
29,380
53
Male
12,995
Married
4
Bachelor's
Self-Employed
43.692537
Rural
Comprehensive
0
0
null
3
2023-03-08 15:21:39.134960
Average
No
Rarely
House
1,458
29,381
29
Female
35,272
Divorced
3
High School
Self-Employed
null
Suburban
Premium
1
15
594
4
2020-11-30 15:21:39.129190
Poor
Yes
Rarely
Apartment
977
29,382
48
Female
86,551
Divorced
4
Bachelor's
null
21.120117
Rural
Comprehensive
2
13
440
5
2021-10-08 15:21:39.282785
Good
Yes
Weekly
Condo
328
29,383
39
Male
89,889
Divorced
4
Bachelor's
null
13.495922
Urban
Basic
0
11
588
4
2021-05-04 15:21:39.134960
Average
Yes
Monthly
Condo
147
29,384
60
Male
41,806
Divorced
3
PhD
Self-Employed
35.857429
Urban
Premium
1
8
669
1
2022-07-16 15:21:39.155231
Average
No
Rarely
Condo
556
29,385
56
Male
40,863
Divorced
4
Bachelor's
Self-Employed
13.059959
Suburban
Comprehensive
3
9
461
1
2024-05-26 15:21:39.090124
Poor
Yes
Monthly
Apartment
537
29,386
27
Male
4,675
Divorced
3
High School
Employed
35.967963
Suburban
Premium
2
16
420
5
2023-05-17 15:21:39.237118
Poor
No
Rarely
Apartment
2,197
29,387
39
Female
20,585
Single
null
High School
null
28.293497
Suburban
Basic
null
17
672
5
2022-12-31 15:21:39.134960
Average
Yes
Monthly
Apartment
1,134
29,388
38
Female
14,469
Single
3
Bachelor's
null
19.351748
Rural
Basic
null
11
685
7
2023-09-13 15:21:39.235012
Average
No
Weekly
Condo
713
29,389
43
Male
26,951
Single
0
High School
null
29.179026
Rural
Basic
0
4
309
2
2023-11-03 15:21:39.118178
Good
Yes
Weekly
House
801
29,390
60
Male
null
Single
null
PhD
Unemployed
38.690128
Urban
Comprehensive
null
6
328
5
2024-06-07 15:21:39.155231
Good
No
Rarely
Condo
1,033
29,391
58
Male
38,229
Divorced
0
Bachelor's
Unemployed
23.922788
Suburban
Basic
1
6
537
3
2022-04-13 15:21:39.134960
Poor
No
Daily
Condo
57
29,392
53
Female
17
Divorced
4
Bachelor's
Self-Employed
18.749348
Urban
Comprehensive
0
15
526
3
2020-04-22 15:21:39.253660
Poor
No
Daily
House
832
29,393
53
Male
3,537
Single
1
Bachelor's
null
23.879734
Suburban
Basic
null
5
553
4
2024-04-06 15:21:39.263607
Average
Yes
Monthly
House
3,088
29,394
32
Male
48,728
Single
1
PhD
Self-Employed
17.391906
Urban
Premium
3
17
712
7
2021-05-12 15:21:39.274993
Good
No
Monthly
House
292
29,395
47
Male
27,460
Married
2
Master's
Employed
39.573653
Urban
Premium
1
16
477
6
2024-06-28 15:21:39.182597
Poor
No
Rarely
House
371
29,396
59
Female
3,750
Divorced
2
PhD
null
19.973551
Urban
Comprehensive
3
4
602
6
2024-03-05 15:21:39.106582
Average
No
Daily
House
3,031
29,397
32
Female
10,046
Single
4
Master's
null
36.781379
Rural
Basic
0
5
534
6
2019-09-17 15:21:39.079128
Good
Yes
Rarely
Apartment
1,459
29,398
31
Male
132,967
Married
null
Master's
Unemployed
null
Urban
Basic
0
15
436
1
2023-10-22 15:21:39.244069
Good
Yes
Monthly
Condo
829
29,399
24
Male
5,966
Married
1
Bachelor's
Self-Employed
11.36784
Rural
Premium
0
1
474
6
2022-07-27 15:21:39.155231
Average
No
Daily
Apartment
1,606