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
45,300
51
Male
135,780
Divorced
4
High School
null
34.09484
Rural
Premium
null
16
633
5
2019-09-10 15:21:39.237118
Poor
No
Daily
House
22
45,301
50
Female
30,678
Married
null
Bachelor's
Self-Employed
41.403883
Suburban
Basic
0
19
534
5
2021-08-26 15:21:39.286113
Poor
No
Monthly
House
941
45,302
60
Male
35,123
Married
2
PhD
Unemployed
null
Suburban
Basic
0
4
683
1
2020-11-15 15:21:39.213373
Poor
Yes
Monthly
Condo
1,575
45,303
55
Male
30,449
Divorced
null
High School
Self-Employed
42.63328
Suburban
Basic
1
9
null
9
2020-06-26 15:21:39.155231
Average
Yes
Daily
Condo
565
45,304
63
Female
77,409
Single
4
Master's
Unemployed
14.07203
Rural
Basic
1
2
836
4
2019-09-24 15:21:39.285112
Good
No
Rarely
House
67
45,305
46
Male
3,431
Divorced
2
PhD
Self-Employed
11.859468
Suburban
Basic
0
13
566
5
2019-11-29 15:21:39.148733
Average
Yes
Rarely
Condo
822
45,306
61
Female
10,188
Married
2
High School
null
19.071474
Rural
Comprehensive
2
11
435
9
2023-12-15 15:21:39.134960
Good
No
Weekly
Apartment
4,501
45,307
57
Female
28,983
Divorced
1
Master's
null
11.012426
Suburban
Basic
1
10
507
6
2021-01-02 15:21:39.226954
Poor
Yes
Monthly
House
518
45,308
18
Male
13,139
Married
2
Master's
null
14.163662
Rural
Premium
0
10
331
9
2020-08-11 15:21:39.263607
Good
No
Monthly
House
954
45,309
59
Male
40,862
Divorced
3
Bachelor's
Employed
13.683433
Rural
Comprehensive
null
7
646
7
2021-06-15 15:21:39.264504
Good
No
Monthly
House
1,314
45,310
60
Female
17,107
Single
0
PhD
Self-Employed
32.992285
Suburban
Comprehensive
null
0
508
7
2022-11-20 15:21:39.134960
Good
No
Daily
Condo
1,488
45,311
20
Female
17,991
Married
3
Master's
Employed
null
Urban
Basic
null
14
433
5
2022-10-15 15:21:39.080440
null
Yes
Weekly
House
1,513
45,312
53
Male
34,309
Divorced
4
PhD
Unemployed
33.788853
Rural
Comprehensive
2
18
835
6
2020-10-25 15:21:39.237118
Good
No
Rarely
Condo
3,765
45,313
64
Male
20,676
Single
2
PhD
Self-Employed
45.58995
Urban
Comprehensive
1
18
438
4
2022-09-28 15:21:39.122134
Poor
No
Weekly
House
2,674
45,314
60
Female
35,139
Divorced
4
Master's
Unemployed
4.965703
Suburban
Basic
null
0
689
8
2022-04-23 15:21:39.236064
Average
No
Daily
Apartment
1,078
45,315
36
Female
4,743
Divorced
2
PhD
Self-Employed
45.07977
Suburban
Premium
0
18
423
3
2024-04-27 15:21:39.155231
Average
Yes
Weekly
House
2,295
45,316
52
Male
6,095
Divorced
1
Bachelor's
Employed
12.78751
Rural
Premium
0
17
672
8
2020-01-03 15:21:39.115178
Good
Yes
Daily
Apartment
1,072
45,317
36
Female
1,577
Married
1
High School
Employed
8.678801
Suburban
Comprehensive
0
2
440
4
2020-03-11 15:21:39.155231
Poor
No
Daily
Apartment
554
45,318
33
Male
24,761
Married
3
PhD
Unemployed
32.674937
Rural
Comprehensive
2
12
719
8
2021-12-08 15:21:39.155231
Poor
Yes
Rarely
House
3,180
45,319
45
Female
32,697
Married
2
Master's
Unemployed
25.904015
Rural
Premium
1
2
449
1
2021-10-13 15:21:39.095696
Poor
No
Daily
Apartment
353
45,320
54
Female
26,251
Single
4
Bachelor's
Self-Employed
17.745723
Rural
Basic
null
12
null
7
2020-01-29 15:21:39.121169
Poor
No
Weekly
Condo
522
45,321
24
Male
39,681
Single
3
Bachelor's
Employed
28.837264
Rural
Premium
1
16
657
9
2020-01-14 15:21:39.186212
Poor
No
Rarely
Condo
1,322
45,322
43
Female
43,923
Married
0
Master's
Self-Employed
37.571724
Urban
Comprehensive
null
19
613
6
2021-06-01 15:21:39.181605
Poor
Yes
Daily
Condo
618
45,323
31
Female
7,891
Single
4
PhD
Self-Employed
14.168815
Urban
Premium
0
16
575
9
2023-07-18 15:21:39.274993
Poor
No
Monthly
Apartment
1,094
45,324
38
Male
30,776
Single
1
PhD
Self-Employed
6.803233
Rural
Premium
null
18
553
3
2022-10-05 15:21:39.250151
Poor
Yes
Rarely
House
514
45,325
63
Male
101,637
Single
null
Bachelor's
Unemployed
30.834659
Suburban
Premium
3
10
508
1
2021-11-01 15:21:39.257696
Average
Yes
Weekly
Apartment
1,658
45,326
44
Male
54,434
Single
1
PhD
Self-Employed
27.154428
Suburban
Comprehensive
0
7
420
8
2022-07-21 15:21:39.179186
Good
No
Daily
House
2,363
45,327
20
Female
6,551
Single
null
High School
Unemployed
13.152487
Urban
Comprehensive
0
9
660
4
2023-01-21 15:21:39.269494
Average
Yes
Monthly
Condo
512
45,328
62
Female
128,671
Married
4
Master's
Unemployed
7.188831
Urban
Basic
1
18
810
6
2024-03-27 15:21:39.155231
Poor
No
Daily
Condo
120
45,329
25
Female
2,695
null
4
Bachelor's
Employed
47.363406
Suburban
Premium
3
7
null
9
2020-03-07 15:21:39.134960
Good
Yes
Daily
House
3,872
45,330
43
Female
8,791
Divorced
null
PhD
null
13.052541
Urban
Premium
0
7
436
9
2020-06-11 15:21:39.186212
Poor
Yes
Monthly
Apartment
488
45,331
63
Male
44,623
Divorced
3
PhD
Employed
27.181186
Urban
Basic
1
4
783
4
2021-12-27 15:21:39.155231
Poor
No
Rarely
Condo
705
45,332
21
Female
52,182
Married
1
Master's
null
12.934974
Suburban
Basic
null
17
323
8
2023-05-01 15:21:39.249100
Average
No
Weekly
Condo
717
45,333
30
Female
53,893
Single
4
PhD
Employed
28.682086
Rural
Comprehensive
1
15
458
2
2021-02-01 15:21:39.268507
Good
No
Monthly
Condo
2,891
45,334
18
Male
66,536
Single
1
Bachelor's
Self-Employed
16.53096
Suburban
Comprehensive
1
4
717
4
2024-06-21 15:21:39.120168
Poor
No
Weekly
Condo
331
45,335
53
Male
18,575
Divorced
3
PhD
Self-Employed
28.045028
Suburban
Comprehensive
0
10
818
9
2022-10-19 15:21:39.220389
Good
Yes
Weekly
Apartment
143
45,336
40
Female
56,842
Married
4
Bachelor's
Employed
51.937254
Rural
Premium
null
1
782
3
2020-05-16 15:21:39.236064
Average
No
Weekly
House
2,301
45,337
35
Male
24,986
Married
0
High School
null
26.240592
Suburban
Comprehensive
1
5
646
8
2022-02-12 15:21:39.237118
Good
Yes
Daily
Apartment
30
45,338
45
Male
36,456
Single
0
PhD
null
25.551434
Urban
Comprehensive
1
12
765
5
2020-08-03 15:21:39.285112
Poor
No
Daily
Condo
488
45,339
61
Female
23,250
Single
4
High School
Self-Employed
31.387301
Suburban
Comprehensive
1
19
738
9
2020-08-27 15:21:39.100695
Good
No
Monthly
Condo
837
45,340
null
Male
26,395
Single
2
Bachelor's
Unemployed
34.231379
Rural
Basic
0
1
null
8
2022-04-27 15:21:39.172097
Good
Yes
Daily
Apartment
1,073
45,341
34
Male
14,086
Single
4
Bachelor's
Employed
null
Urban
Comprehensive
null
5
636
1
2024-04-19 15:21:39.134960
Average
No
Daily
Apartment
1,062
45,342
34
Male
11,013
Divorced
4
Master's
Employed
12.743126
Rural
Premium
0
11
481
4
2023-10-20 15:21:39.181605
Average
No
Rarely
Condo
1,177
45,343
20
Male
12,071
Single
4
Master's
Unemployed
38.848161
Rural
Premium
2
2
567
6
2021-06-06 15:21:39.232526
Good
Yes
Daily
Condo
2,224
45,344
51
Male
17,891
Single
3
High School
Self-Employed
49.81478
Urban
Basic
0
1
704
7
2022-08-13 15:21:39.254678
Good
Yes
Daily
Condo
2,120
45,345
44
Female
18,340
Single
2
PhD
null
41.638247
Urban
Comprehensive
0
6
null
9
2022-04-07 15:21:39.155231
null
No
Rarely
Apartment
1,036
45,346
26
Female
14,807
Married
1
Bachelor's
null
45.610816
Suburban
Premium
1
12
362
7
2024-04-05 15:21:39.172097
Good
No
Rarely
House
940
45,347
42
Female
9,891
Single
3
PhD
Unemployed
9.941993
Rural
Basic
1
12
530
9
2021-01-23 15:21:39.148733
Average
No
Daily
Condo
928
45,348
null
Male
26,700
Single
null
PhD
Unemployed
37.293329
Suburban
Comprehensive
0
18
676
3
2020-05-12 15:21:39.092127
Good
No
Monthly
Condo
904
45,349
36
Male
13,647
Married
1
High School
null
23.588401
Suburban
Basic
null
10
435
1
2022-09-18 15:21:39.134960
Average
Yes
Rarely
Condo
788
45,350
28
Male
32,935
Single
0
Master's
Employed
38.085427
Rural
Comprehensive
null
12
null
9
2023-06-28 15:21:39.174719
Average
Yes
Rarely
Apartment
575
45,351
61
Female
1,576
Divorced
2
Bachelor's
Employed
5.005947
Suburban
Basic
null
13
710
1
2024-02-15 15:21:39.182597
Good
Yes
Daily
Condo
2,592
45,352
23
Female
45,674
Single
2
Master's
Self-Employed
37.268832
Urban
Basic
0
15
578
4
2023-01-05 15:21:39.134960
Average
Yes
Monthly
Apartment
1,170
45,353
44
Male
140,825
Married
2
Bachelor's
Employed
16.024416
Rural
Premium
1
7
335
7
2021-04-19 15:21:39.192212
Average
Yes
Monthly
Condo
720
45,354
26
Female
3,546
Married
2
Bachelor's
Unemployed
22.913742
Urban
Comprehensive
3
19
779
6
2021-05-15 15:21:39.251142
Good
Yes
Monthly
Condo
2,295
45,355
58
Male
31,006
Divorced
0
PhD
Employed
12.285022
Rural
Premium
0
14
578
3
2023-04-16 15:21:39.208842
Average
Yes
Daily
Apartment
785
45,356
34
Male
11,898
Single
1
Master's
Self-Employed
21.393847
Urban
Basic
null
14
679
9
2024-05-23 15:21:39.186212
Good
No
Weekly
Apartment
465
45,357
26
Female
29,095
Single
0
Master's
Unemployed
3.939499
Suburban
Basic
1
3
null
7
2019-08-17 15:21:39.131192
Poor
No
Weekly
Condo
136
45,358
20
Male
12,937
Single
2
Master's
null
21.847288
Rural
Basic
0
11
754
2
2022-03-18 15:21:39.182597
Average
No
Daily
Apartment
2,363
45,359
null
Male
35,475
Single
null
Master's
Self-Employed
24.204001
Rural
Basic
null
18
643
6
2021-10-21 15:21:39.272456
Poor
Yes
Rarely
House
3,315
45,360
48
Male
829
Divorced
4
Bachelor's
null
26.58533
Rural
Basic
1
4
332
2
2023-07-18 15:21:39.168099
Average
No
Daily
Apartment
804
45,361
55
Male
14,862
Married
1
Bachelor's
null
7.648838
Urban
Basic
1
11
null
1
2020-02-19 15:21:39.186212
Good
Yes
Rarely
Condo
627
45,362
44
Female
35,321
Single
3
PhD
Employed
11.676006
Urban
Basic
null
8
705
5
2023-07-04 15:21:39.155231
Average
No
Weekly
Apartment
954
45,363
57
Female
3,645
Divorced
0
Master's
Self-Employed
35.917394
Suburban
Comprehensive
2
4
null
7
2024-02-03 15:21:39.237118
Poor
No
Monthly
Condo
687
45,364
25
Female
18,609
Single
1
High School
Employed
41.404519
Rural
Premium
2
17
786
2
2022-10-08 15:21:39.237118
Poor
No
Daily
Condo
1,520
45,365
19
Male
30,221
Divorced
1
PhD
Unemployed
40.362514
Suburban
Premium
3
1
742
3
2019-10-25 15:21:39.155231
null
Yes
Monthly
Apartment
548
45,366
41
Male
25,404
Divorced
1
PhD
Self-Employed
34.888086
Urban
Comprehensive
2
8
844
7
2022-11-29 15:21:39.125660
Good
No
Monthly
Apartment
882
45,367
56
Female
12,056
Single
4
PhD
null
27.636188
Urban
Premium
null
4
772
1
2021-07-26 15:21:39.155231
Average
Yes
Rarely
Apartment
471
45,368
39
Male
32,333
Single
4
High School
null
19.270645
Suburban
Basic
null
9
426
4
2022-05-02 15:21:39.248098
Poor
Yes
Rarely
Condo
447
45,369
23
Male
4,866
Married
1
Bachelor's
Employed
37.254447
Suburban
Premium
2
16
826
8
2021-01-07 15:21:39.167099
Average
Yes
Rarely
Condo
884
45,370
26
Male
44,231
Divorced
1
PhD
Employed
16.564346
Urban
Basic
1
11
679
8
2023-02-09 15:21:39.155231
Average
Yes
Daily
Condo
825
45,371
52
Female
5,824
Divorced
3
PhD
Employed
39.633968
Rural
Premium
1
12
486
2
2019-11-07 15:21:39.260856
Average
Yes
Monthly
Condo
381
45,372
34
Female
45,903
Single
1
High School
Employed
38.223385
Suburban
Basic
0
7
null
4
2024-07-30 15:21:39.164044
Good
No
Weekly
Apartment
130
45,373
31
Male
13,779
Single
3
Master's
Self-Employed
20.817357
Urban
Basic
null
12
395
1
2024-04-27 15:21:39.107553
Good
No
Monthly
Condo
1,931
45,374
59
Male
24,223
Divorced
3
PhD
null
12.526923
Suburban
Premium
2
1
697
7
2022-09-02 15:21:39.117183
Poor
No
Daily
Apartment
839
45,375
36
Male
10,163
Married
1
Master's
null
14.451178
Suburban
Basic
null
1
672
8
2020-06-07 15:21:39.097737
Average
No
Rarely
Condo
1,422
45,376
62
Male
69,074
Single
3
Master's
Unemployed
46.262366
Rural
Comprehensive
0
5
322
4
2022-06-30 15:21:39.272456
Average
No
Monthly
House
859
45,377
43
Female
40,984
Married
4
Master's
Employed
29.908411
Suburban
Comprehensive
0
8
692
3
2024-01-12 15:21:39.172097
Good
Yes
Daily
Apartment
689
45,378
39
Female
17,112
Divorced
4
Master's
Employed
23.749411
Suburban
Basic
1
14
584
9
2021-02-25 15:21:39.092127
null
No
Monthly
Condo
1,122
45,379
23
Female
112,894
Divorced
4
Bachelor's
null
16.958985
Urban
Premium
1
11
689
8
2022-11-19 15:21:39.237118
Poor
No
Monthly
House
273
45,380
27
Female
11,531
Married
1
PhD
Employed
18.986012
Rural
Comprehensive
1
4
null
8
2021-11-30 15:21:39.166062
Average
No
Monthly
Apartment
447
45,381
33
Male
144,415
Married
4
PhD
Self-Employed
21.098368
Rural
Basic
0
14
438
2
2024-05-16 15:21:39.196387
Average
No
Monthly
Condo
244
45,382
60
Male
24,431
Single
4
Bachelor's
Unemployed
35.298078
Urban
Comprehensive
null
17
743
7
2022-09-22 15:21:39.154008
Poor
No
Monthly
Apartment
860
45,383
47
Male
24,873
Married
3
High School
Employed
28.125937
Urban
Comprehensive
null
6
751
9
2022-11-04 15:21:39.085129
Average
Yes
Rarely
Condo
342
45,384
20
Male
74,400
Married
1
Master's
Unemployed
44.116887
Rural
Premium
1
8
494
1
2024-02-09 15:21:39.192212
Poor
Yes
Monthly
House
139
45,385
28
Male
5,860
Single
1
Bachelor's
Unemployed
21.479617
Rural
Comprehensive
null
14
569
1
2023-10-18 15:21:39.134960
Good
Yes
Monthly
Apartment
494
45,386
56
Female
1,208
Divorced
null
Master's
Unemployed
17.303211
Rural
Basic
null
15
518
5
2021-02-08 15:21:39.237118
Average
Yes
Weekly
Condo
26
45,387
60
Female
136,734
Divorced
4
Bachelor's
Employed
null
Suburban
Comprehensive
1
18
384
3
2024-06-28 15:21:39.116179
Good
Yes
Daily
Apartment
695
45,388
58
Male
2,445
Divorced
3
PhD
null
16.834809
Urban
Comprehensive
2
15
575
9
2022-06-28 15:21:39.173834
Poor
No
Weekly
Apartment
627
45,389
43
Female
59,094
Single
3
Bachelor's
null
44.095619
Urban
Comprehensive
2
9
641
8
2021-12-25 15:21:39.261856
Poor
No
Daily
Condo
2,066
45,390
63
Male
712
Single
0
Bachelor's
null
null
Urban
Basic
3
7
635
1
2024-06-12 15:21:39.210805
Good
No
Monthly
Apartment
1,207
45,391
21
Male
54,763
Single
null
High School
null
20.782777
Suburban
Comprehensive
0
2
null
1
2019-11-03 15:21:39.152732
Average
Yes
Daily
Condo
196
45,392
42
Male
16,097
Single
2
PhD
Employed
16.013687
Suburban
Basic
1
5
780
7
2020-06-08 15:21:39.134960
Average
Yes
Weekly
Condo
1,836
45,393
48
Male
74,927
Married
0
PhD
Unemployed
22.955402
Suburban
Basic
null
2
411
1
2023-07-14 15:21:39.124659
Average
Yes
Daily
Condo
47
45,394
52
Male
24,269
Divorced
4
PhD
Unemployed
10.138825
Urban
Comprehensive
null
6
635
2
2021-03-26 15:21:39.134960
Poor
No
Daily
House
1,078
45,395
29
Female
18,995
Married
2
Bachelor's
null
34.029611
Urban
Basic
null
13
581
6
2021-10-30 15:21:39.085129
Poor
Yes
Rarely
Apartment
1,692
45,396
49
Female
689
Single
1
Bachelor's
Self-Employed
24.937621
Rural
Basic
1
18
479
8
2021-06-14 15:21:39.173834
Average
No
Weekly
House
1,963
45,397
64
Male
27,863
Single
0
PhD
null
43.849765
Suburban
Basic
1
6
332
5
2023-09-16 15:21:39.254678
Good
No
Rarely
Condo
1,404
45,398
55
Male
60,818
Single
4
PhD
Unemployed
19.927241
Urban
Premium
null
10
761
7
2021-09-22 15:21:39.168099
Good
Yes
Weekly
Apartment
105
45,399
null
Female
10,810
Married
1
High School
Unemployed
41.926607
Urban
Basic
0
5
null
4
2021-01-19 15:21:39.134960
Average
No
Rarely
Apartment
1,169