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
1,184,300
42
Male
null
Divorced
1
Master's
Self-Employed
31.38708
Urban
Basic
null
8
324
6
2024-01-12 15:21:39.271453
null
No
Monthly
Apartment
1,508
1,184,301
32
Female
57,589
Single
4
PhD
Self-Employed
20.819282
Rural
Basic
null
7
351
4
2023-05-01 15:21:39.148733
Poor
No
Daily
Condo
43
1,184,302
18
Female
15,210
Married
4
PhD
Self-Employed
19.256475
Rural
Comprehensive
0
13
495
1
2024-04-20 15:21:39.237118
Poor
Yes
Rarely
House
529
1,184,303
28
Male
61,953
null
2
PhD
null
16.239578
Urban
Premium
1
11
335
6
2022-05-21 15:21:39.168099
Good
Yes
Daily
House
1,109
1,184,304
32
Male
27,172
Married
4
Master's
null
14.986613
Urban
Premium
null
4
null
5
2020-10-29 15:21:39.237118
Good
No
Rarely
House
1,029
1,184,305
28
Female
null
Married
2
PhD
Self-Employed
31.002053
Urban
Comprehensive
3
9
653
9
2022-10-05 15:21:39.165120
Average
Yes
Daily
Condo
3,965
1,184,306
35
Female
95,960
Divorced
null
Master's
Unemployed
7.567324
Urban
Premium
1
19
770
1
2022-08-25 15:21:39.194829
Good
Yes
Weekly
Apartment
45
1,184,307
59
Female
16,015
Single
3
High School
Self-Employed
46.444598
Rural
Comprehensive
null
11
null
1
2020-11-29 15:21:39.132191
Good
No
Daily
House
1,076
1,184,308
41
Female
14,084
Divorced
1
High School
Employed
26.575062
Suburban
Premium
4
18
407
5
2020-11-17 15:21:39.092127
Average
No
Daily
Condo
1,078
1,184,309
48
Male
28,280
Married
null
High School
null
42.222743
Urban
Comprehensive
null
0
null
5
2023-06-10 15:21:39.119168
Average
Yes
Weekly
Condo
632
1,184,310
49
Female
null
Divorced
0
High School
Self-Employed
23.395528
Urban
Premium
0
11
826
5
2021-06-10 15:21:39.237118
Good
No
Daily
Apartment
381
1,184,311
58
Female
23,110
Divorced
3
Bachelor's
null
33.527136
Urban
Premium
0
16
551
3
2021-07-22 15:21:39.147735
Average
No
Weekly
Condo
609
1,184,312
39
Female
6,184
Married
3
PhD
Employed
5.377772
Rural
Comprehensive
2
17
821
6
2022-06-03 15:21:39.101733
Poor
Yes
Monthly
House
1,145
1,184,313
19
Male
9,949
Divorced
3
Master's
Unemployed
19.994438
Urban
Premium
null
19
504
2
2019-09-23 15:21:39.175719
Good
No
Daily
House
2,972
1,184,314
20
Male
2,814
Single
0
Master's
Unemployed
24.834794
Suburban
Basic
null
0
609
3
2020-04-27 15:21:39.175719
Poor
No
Weekly
Condo
2,412
1,184,315
38
Male
28,862
Married
0
Master's
null
38.776577
Rural
Comprehensive
3
16
767
9
2019-08-31 15:21:39.285112
null
Yes
Rarely
House
872
1,184,316
41
Female
93,917
Married
3
High School
null
24.668839
Suburban
Basic
1
8
659
9
2021-12-12 15:21:39.155231
null
No
Rarely
Apartment
2,513
1,184,317
38
Female
11,831
Divorced
null
PhD
Self-Employed
21.707857
Suburban
Premium
0
17
340
7
2021-04-03 15:21:39.092127
Average
No
Weekly
Condo
1,156
1,184,318
63
Female
28,041
Married
3
PhD
Employed
29.936384
Urban
Premium
0
13
809
7
2022-02-16 15:21:39.115178
Average
Yes
Weekly
Apartment
119
1,184,319
31
Male
4,029
Single
0
Master's
Unemployed
24.715947
Suburban
Basic
null
1
759
7
2020-07-20 15:21:39.134960
Good
No
Rarely
Apartment
2,396
1,184,320
49
Male
37,242
Single
0
Bachelor's
Self-Employed
4.865208
Rural
Premium
1
3
null
9
2022-01-24 15:21:39.253660
Average
No
Monthly
Condo
1,548
1,184,321
26
Female
3,997
Divorced
0
PhD
null
33.964966
Rural
Premium
1
0
497
5
2021-01-31 15:21:39.254678
Average
Yes
Monthly
Apartment
663
1,184,322
37
Female
6,549
Divorced
0
PhD
null
null
Suburban
Premium
1
12
599
4
2020-01-26 15:21:39.131192
Good
No
Daily
Condo
542
1,184,323
50
Male
3,677
Married
null
Master's
Unemployed
44.392238
Urban
Basic
2
14
617
4
2023-01-12 15:21:39.274993
Good
No
Rarely
Apartment
513
1,184,324
39
Female
13,894
Married
0
Master's
null
15.898664
Urban
Basic
0
1
718
7
2022-12-08 15:21:39.134960
Average
No
Monthly
Condo
934
1,184,325
49
Male
52,235
Married
3
High School
Unemployed
13.267786
Suburban
Comprehensive
1
15
409
1
2022-02-22 15:21:39.095696
Average
Yes
Weekly
House
1,786
1,184,326
35
Male
2,677
Divorced
4
Bachelor's
null
48.423919
Rural
Comprehensive
null
9
482
2
2020-05-13 15:21:39.106582
Average
No
Weekly
House
1,117
1,184,327
38
Female
49,713
Single
0
Bachelor's
null
46.076011
Suburban
Comprehensive
2
8
451
4
2020-02-04 15:21:39.134960
Average
Yes
Monthly
Apartment
1,103
1,184,328
36
Male
5,873
Divorced
4
High School
Employed
50.174025
Urban
Premium
1
4
781
2
2021-11-14 15:21:39.092127
Good
Yes
Monthly
Condo
563
1,184,329
54
Female
22,273
Single
4
Master's
Employed
39.849476
Suburban
Premium
2
12
359
3
2024-02-01 15:21:39.155231
Poor
Yes
Rarely
Condo
872
1,184,330
32
Female
61,929
Divorced
3
PhD
Self-Employed
51.039744
Rural
Comprehensive
null
11
709
9
2020-08-26 15:21:39.155231
Poor
No
Weekly
Apartment
1,442
1,184,331
60
Female
44,690
Married
4
Bachelor's
Unemployed
27.049384
Suburban
Basic
3
16
849
7
2023-03-24 15:21:39.250151
Poor
Yes
Weekly
Condo
923
1,184,332
null
Male
68,975
Single
3
High School
Unemployed
22.4475
Suburban
Basic
null
13
590
8
2020-03-26 15:21:39.210805
Good
No
Monthly
House
171
1,184,333
56
Male
10,144
Divorced
1
Master's
Employed
12.282467
Suburban
Premium
0
16
484
1
2021-07-29 15:21:39.247098
Poor
No
Rarely
Apartment
2,374
1,184,334
21
Male
20,489
Divorced
null
Master's
Unemployed
14.991489
Rural
Comprehensive
1
0
711
7
2022-06-28 15:21:39.134960
Good
No
Weekly
House
767
1,184,335
49
Male
20,303
Married
4
PhD
Employed
30.766922
Rural
Basic
null
5
394
1
2021-09-25 15:21:39.197445
Average
Yes
Monthly
Condo
1,055
1,184,336
46
Female
3,424
Single
2
PhD
null
16.056891
Urban
Basic
3
1
476
5
2023-10-25 15:21:39.155231
Good
No
Weekly
Apartment
438
1,184,337
27
Male
31,849
Divorced
null
High School
null
15.170827
Rural
Basic
1
8
467
3
2020-05-14 15:21:39.252145
Average
No
Daily
Condo
499
1,184,338
48
Male
67,924
Single
4
PhD
Self-Employed
34.089346
Urban
Basic
null
19
816
9
2019-11-09 15:21:39.204790
Poor
Yes
Daily
House
386
1,184,339
29
Female
4,328
Divorced
1
High School
Employed
35.569027
Urban
Premium
1
6
821
7
2021-03-12 15:21:39.132191
Average
Yes
Rarely
Apartment
40
1,184,340
21
Male
39,743
Married
4
Master's
Unemployed
16.685078
Suburban
Comprehensive
null
12
404
7
2023-12-13 15:21:39.283783
null
Yes
Daily
House
438
1,184,341
37
Male
85,848
Divorced
3
PhD
null
45.874018
Rural
Basic
1
8
573
1
2022-09-10 15:21:39.235012
Average
No
Rarely
Condo
111
1,184,342
64
Male
67,089
Divorced
null
High School
Self-Employed
8.520028
Suburban
Comprehensive
0
1
514
3
2020-02-02 15:21:39.204790
Poor
No
Monthly
Condo
186
1,184,343
24
Female
36,759
Divorced
0
PhD
Self-Employed
8.895872
Suburban
Premium
0
9
761
8
2019-10-04 15:21:39.278402
Good
No
Daily
Condo
1,152
1,184,344
34
Female
46,110
Married
2
Bachelor's
Employed
8.908648
Rural
Premium
0
11
566
8
2019-08-20 15:21:39.276901
Average
No
Weekly
Condo
1,485
1,184,345
52
Male
103,972
Married
1
Master's
Employed
12.908433
Rural
Comprehensive
2
13
522
3
2020-07-27 15:21:39.237118
Poor
No
Rarely
Apartment
2,448
1,184,346
null
Male
638
Single
3
PhD
Unemployed
35.643598
Urban
Comprehensive
null
12
487
6
2020-10-15 15:21:39.179186
Poor
No
Rarely
Apartment
2,155
1,184,347
60
Female
4,550
Divorced
3
PhD
null
17.59978
Rural
Comprehensive
1
12
678
1
2023-12-25 15:21:39.095696
Good
Yes
Weekly
Condo
3,547
1,184,348
28
Male
12,137
Married
2
Master's
null
25.391788
Suburban
Basic
null
15
null
4
2019-11-26 15:21:39.122134
Poor
No
Weekly
Condo
827
1,184,349
28
Female
41,804
Single
3
High School
Unemployed
17.878253
Urban
Basic
null
6
779
5
2020-11-07 15:21:39.223390
null
No
Weekly
Apartment
523
1,184,350
61
Male
41,037
Single
0
Master's
null
11.326614
Suburban
Comprehensive
null
9
394
5
2020-02-29 15:21:39.232526
Good
Yes
Monthly
Condo
606
1,184,351
41
Female
26,010
Divorced
4
Master's
null
37.983683
Suburban
Premium
2
7
338
4
2020-09-10 15:21:39.276901
Poor
Yes
Rarely
Condo
1,551
1,184,352
47
Male
66,414
Divorced
1
PhD
Employed
40.30378
Urban
Premium
0
10
444
5
2021-12-18 15:21:39.122134
Poor
Yes
Daily
Condo
942
1,184,353
22
Female
null
Married
4
PhD
Employed
23.401038
Rural
Basic
null
5
null
3
2023-11-09 15:21:39.266452
Good
No
Weekly
House
131
1,184,354
33
Male
912
Married
2
Bachelor's
Unemployed
11.919589
Urban
Comprehensive
1
5
541
9
2022-08-01 15:21:39.290098
Poor
No
Weekly
Apartment
2,522
1,184,355
34
Female
11,474
Married
1
Master's
Self-Employed
12.24064
Suburban
Premium
1
17
734
3
2023-05-17 15:21:39.155231
Average
No
Weekly
Apartment
2,554
1,184,356
44
Female
23,480
Single
2
Master's
null
19.908571
Suburban
Basic
0
13
715
2
2021-12-13 15:21:39.155231
Poor
Yes
Monthly
Apartment
584
1,184,357
60
Male
13,320
Divorced
1
PhD
null
15.895476
Rural
Premium
null
19
null
3
2023-09-21 15:21:39.086123
Good
Yes
Weekly
Apartment
826
1,184,358
40
Female
3,999
Married
0
PhD
Unemployed
28.233616
Suburban
Basic
0
13
594
5
2023-11-11 15:21:39.167099
null
No
Daily
Condo
2,486
1,184,359
40
Female
5,550
Divorced
1
Master's
Unemployed
15.2666
Rural
Comprehensive
0
2
554
3
2020-07-21 15:21:39.222387
Poor
Yes
Monthly
Apartment
1,277
1,184,360
41
Male
14,056
Married
0
Master's
Employed
41.052209
Rural
Premium
0
19
598
6
2019-11-13 15:21:39.146733
Average
Yes
Monthly
Condo
654
1,184,361
46
Female
1,099
Divorced
4
PhD
null
33.819102
Rural
Comprehensive
2
12
558
8
2020-09-30 15:21:39.250151
Average
Yes
Rarely
House
1,148
1,184,362
35
Female
71,731
Married
null
Master's
Employed
11.680959
Urban
Basic
1
18
393
4
2020-10-20 15:21:39.094752
Poor
Yes
Weekly
Condo
639
1,184,363
33
Female
6,422
Married
null
PhD
null
29.404743
Suburban
Comprehensive
0
0
427
2
2019-12-09 15:21:39.230483
Poor
No
Daily
House
1,242
1,184,364
53
Male
78,883
Divorced
0
High School
Self-Employed
null
Rural
Premium
null
18
320
6
2022-01-12 15:21:39.171102
Poor
Yes
Monthly
House
813
1,184,365
32
Female
16,076
Married
1
PhD
Self-Employed
25.824291
Urban
Basic
0
14
465
1
2022-07-20 15:21:39.208842
Average
Yes
Weekly
House
45
1,184,366
60
Female
61,251
Single
1
PhD
Self-Employed
17.397045
Suburban
Basic
2
10
null
9
2022-08-11 15:21:39.155231
null
Yes
Weekly
Apartment
522
1,184,367
60
Female
23,768
Married
0
Master's
Employed
41.779788
Suburban
Comprehensive
null
12
761
5
2024-01-22 15:21:39.184157
Average
Yes
Weekly
House
961
1,184,368
19
Male
73,867
Divorced
1
PhD
Unemployed
29.793438
Rural
Premium
2
10
338
2
2024-05-18 15:21:39.226954
Average
No
Weekly
Condo
909
1,184,369
58
Male
71,766
Single
1
High School
Unemployed
10.711645
Rural
Basic
2
9
614
9
2023-07-19 15:21:39.151732
Poor
No
Daily
Condo
2,149
1,184,370
51
Male
25,990
Divorced
4
High School
Unemployed
35.251317
Urban
Basic
null
10
478
2
2023-08-07 15:21:39.134960
Poor
No
Daily
Apartment
969
1,184,371
48
Female
66,900
null
3
Bachelor's
Unemployed
30.482731
Urban
Premium
0
0
670
6
2024-01-24 15:21:39.155231
Good
Yes
Daily
Apartment
223
1,184,372
30
Male
36,215
Divorced
1
PhD
Unemployed
16.39666
Rural
Premium
1
15
843
9
2023-08-21 15:21:39.268507
Poor
No
Daily
House
509
1,184,373
32
Female
45,900
Divorced
1
PhD
Unemployed
41.715496
Suburban
Premium
1
8
710
7
2023-06-20 15:21:39.208842
Poor
Yes
Weekly
Condo
899
1,184,374
23
Female
43,943
Single
1
High School
null
33.09896
Urban
Premium
0
8
548
5
2023-08-13 15:21:39.134960
Average
Yes
Weekly
House
721
1,184,375
25
Female
45,465
Single
3
Bachelor's
Employed
29.319824
Rural
Premium
1
19
375
3
2022-04-28 15:21:39.080440
Average
Yes
Daily
Condo
1,195
1,184,376
63
Male
58,710
Married
2
Bachelor's
Employed
50.272962
Rural
Basic
2
10
null
9
2019-12-14 15:21:39.220389
Poor
No
Daily
House
961
1,184,377
42
Female
117,918
Divorced
4
PhD
null
20.818267
Urban
Comprehensive
null
12
528
8
2024-04-11 15:21:39.134960
Poor
No
Rarely
House
74
1,184,378
20
Male
45,991
Married
2
Bachelor's
Employed
35.391078
Urban
Comprehensive
0
8
487
9
2022-10-10 15:21:39.155231
Average
No
Daily
House
746
1,184,379
53
Female
83,362
Divorced
2
PhD
Self-Employed
39.074515
Urban
Premium
null
14
638
1
2019-09-24 15:21:39.201446
Average
No
Rarely
Condo
2,221
1,184,380
46
Male
24,427
Single
1
High School
Unemployed
17.14453
Urban
Premium
0
9
806
1
2021-02-04 15:21:39.111551
Average
No
Weekly
Apartment
2,543
1,184,381
30
Female
3,356
Single
3
High School
Employed
49.944778
Urban
Basic
0
11
727
5
2021-03-01 15:21:39.204790
null
Yes
Rarely
Apartment
716
1,184,382
18
Male
11,997
Divorced
null
High School
null
48.587015
Suburban
Basic
0
2
727
5
2021-07-10 15:21:39.155231
Good
Yes
Weekly
Apartment
2,034
1,184,383
56
Male
6,625
Married
3
Bachelor's
Self-Employed
33.251987
Rural
Basic
null
8
646
1
2023-01-24 15:21:39.223901
Poor
Yes
Daily
Apartment
2,117
1,184,384
30
Female
55,388
Divorced
0
High School
null
36.08716
Rural
Premium
1
10
394
4
2023-01-10 15:21:39.182597
null
No
Rarely
Condo
1,733
1,184,385
27
Male
45,279
Single
2
PhD
Self-Employed
33.81907
Suburban
Comprehensive
1
19
663
7
2022-10-26 15:21:39.092127
Poor
Yes
Rarely
Condo
26
1,184,386
36
Female
25,239
Married
0
High School
Unemployed
46.555416
Urban
Basic
1
11
438
6
2020-08-04 15:21:39.134960
Poor
Yes
Monthly
House
1,272
1,184,387
42
Female
29,084
Single
2
High School
null
19.881792
Urban
Basic
3
0
788
2
2022-07-26 15:21:39.087123
Average
No
Rarely
Condo
722
1,184,388
40
Male
123,834
Married
2
PhD
null
41.174943
Suburban
Comprehensive
1
17
539
6
2022-11-19 15:21:39.084065
Poor
Yes
Daily
Apartment
4,402
1,184,389
43
Male
2,065
Single
2
High School
Employed
null
Rural
Basic
0
17
607
3
2021-04-15 15:21:39.173834
Good
No
Monthly
House
646
1,184,390
25
Female
139,964
Divorced
1
PhD
null
23.396488
Urban
Basic
null
17
391
5
2020-04-07 15:21:39.096739
Good
No
Daily
Condo
689
1,184,391
29
Female
2,084
Divorced
2
PhD
Unemployed
28.676925
Suburban
Basic
2
5
null
9
2024-01-16 15:21:39.101733
Poor
No
Weekly
House
137
1,184,392
24
Male
5,838
Divorced
4
Master's
Self-Employed
36.17133
Suburban
Premium
1
13
705
4
2021-08-14 15:21:39.092127
Average
No
Rarely
Apartment
468
1,184,393
31
Male
33,225
Divorced
1
PhD
Unemployed
29.674697
Suburban
Basic
null
18
696
4
2021-05-06 15:21:39.202448
Average
No
Monthly
Apartment
2,210
1,184,394
62
Female
4,095
Married
2
High School
Unemployed
49.039332
Rural
Basic
0
13
381
3
2020-04-13 15:21:39.106582
null
Yes
Rarely
Condo
586
1,184,395
60
Male
20,963
Married
1
PhD
Employed
16.739209
Urban
Premium
1
9
null
9
2019-08-19 15:21:39.096739
Average
No
Daily
House
468
1,184,396
49
Male
2,877
Divorced
null
Master's
Unemployed
10.757928
Urban
Premium
3
12
317
2
2023-03-04 15:21:39.247098
Average
Yes
Monthly
Condo
589
1,184,397
46
Female
9,053
Married
0
High School
null
43.751587
Rural
Basic
0
13
508
9
2019-10-02 15:21:39.274993
Poor
No
Monthly
Condo
1,639
1,184,398
53
Male
16,641
Divorced
2
PhD
null
27.97625
Suburban
Comprehensive
null
15
629
3
2020-12-19 15:21:39.095696
Good
No
Monthly
Apartment
731
1,184,399
36
Male
733
Married
1
Master's
null
null
Suburban
Basic
0
7
602
2
2019-12-24 15:21:39.265513
Good
No
Weekly
Apartment
1,506