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
1,182,300
50
Female
25,665
Single
1
Master's
Self-Employed
33.095427
Urban
Premium
0
10
null
8
2021-02-27 15:21:39.196387
Good
No
Rarely
Condo
640
1,182,301
47
Female
17,072
Married
1
PhD
null
5.162804
Suburban
Comprehensive
null
19
655
6
2023-04-25 15:21:39.147735
Poor
No
Weekly
House
1,531
1,182,302
39
Male
68,207
Divorced
0
PhD
Unemployed
20.253474
Suburban
Premium
2
19
557
6
2021-05-27 15:21:39.257696
Poor
Yes
Weekly
House
292
1,182,303
63
Female
35,178
Divorced
0
High School
Unemployed
34.128624
Suburban
Premium
null
11
489
5
2022-07-10 15:21:39.222387
Average
Yes
Monthly
House
1,654
1,182,304
24
Female
43,984
Married
0
Bachelor's
Employed
14.912978
Urban
Comprehensive
null
10
653
1
2022-06-20 15:21:39.133866
Poor
No
Monthly
Apartment
542
1,182,305
20
Male
39,726
Married
0
Master's
Self-Employed
8.837686
Suburban
Comprehensive
1
6
null
9
2020-09-02 15:21:39.155231
Good
No
Daily
House
543
1,182,306
25
Male
12,838
Divorced
2
Bachelor's
Self-Employed
10.139907
Rural
Basic
null
2
657
2
2020-08-25 15:21:39.181605
Poor
Yes
Monthly
House
511
1,182,307
41
Female
1,340
Divorced
3
Bachelor's
Unemployed
15.289973
Urban
Comprehensive
3
11
636
7
2021-04-21 15:21:39.194829
Average
Yes
Monthly
House
610
1,182,308
27
Male
23,429
Single
2
Master's
null
36.95907
Suburban
Basic
4
19
677
8
2022-03-01 15:21:39.188220
Average
Yes
Daily
Apartment
301
1,182,309
20
Female
121,632
Married
0
PhD
null
17.090101
Suburban
Comprehensive
1
19
440
2
2020-08-31 15:21:39.192212
Good
No
Daily
Condo
20
1,182,310
56
Female
52,888
Married
2
Bachelor's
Unemployed
51.095984
Rural
Comprehensive
0
13
828
6
2024-03-31 15:21:39.260856
Average
Yes
Monthly
House
2,726
1,182,311
null
Male
37,861
Divorced
3
PhD
Self-Employed
22.548213
Suburban
Basic
1
18
630
3
2021-03-18 15:21:39.256696
Good
No
Rarely
House
555
1,182,312
38
Female
95,108
Married
null
Master's
Employed
12.282081
Rural
Premium
1
2
645
1
2020-03-13 15:21:39.228521
null
No
Weekly
Condo
290
1,182,313
53
Female
64,384
Married
4
Bachelor's
Self-Employed
42.817362
Suburban
Basic
1
13
null
2
2021-09-06 15:21:39.092127
Good
Yes
Rarely
House
394
1,182,314
49
Female
null
Divorced
0
Bachelor's
Employed
8.290827
Rural
Basic
2
8
788
8
2019-12-27 15:21:39.134960
Average
No
Daily
Condo
25
1,182,315
47
Male
null
Divorced
null
PhD
null
24.38391
Rural
Comprehensive
null
11
424
9
2024-03-30 15:21:39.261856
Poor
Yes
Rarely
Apartment
1,402
1,182,316
59
Male
3,634
Divorced
4
PhD
Employed
25.78867
Rural
Comprehensive
2
3
437
8
2024-01-08 15:21:39.252145
Poor
No
Monthly
Condo
1,622
1,182,317
21
Male
26,677
Divorced
null
PhD
Self-Employed
24.005781
Rural
Comprehensive
1
4
544
3
2020-10-30 15:21:39.198406
Good
Yes
Monthly
Apartment
182
1,182,318
39
Male
1,526
null
3
PhD
Unemployed
13.095928
Rural
Comprehensive
1
10
801
1
2024-06-08 15:21:39.261856
Average
No
Weekly
House
1,305
1,182,319
40
Female
16,892
Divorced
0
PhD
Self-Employed
null
Urban
Comprehensive
null
2
609
1
2019-12-04 15:21:39.126661
Average
No
Daily
Apartment
1,242
1,182,320
30
Female
99,836
Single
2
PhD
Employed
22.791229
Rural
Premium
2
17
590
3
2023-11-16 15:21:39.119168
Poor
Yes
Monthly
House
3,191
1,182,321
55
Male
54,915
null
2
Bachelor's
null
40.797871
Rural
Comprehensive
null
6
328
4
2020-08-09 15:21:39.237118
Good
Yes
Weekly
Condo
739
1,182,322
45
Female
61,379
Divorced
0
Master's
Employed
37.8985
Suburban
Premium
0
10
434
9
2020-08-11 15:21:39.164044
Poor
No
Rarely
Condo
440
1,182,323
30
Female
2,900
Divorced
0
Master's
Employed
38.098883
Urban
Comprehensive
2
9
329
3
2020-01-30 15:21:39.228521
Good
Yes
Rarely
Condo
25
1,182,324
36
Male
36,038
Single
0
PhD
Self-Employed
21.443879
Suburban
Comprehensive
null
17
648
6
2021-03-17 15:21:39.177724
Average
Yes
Daily
House
413
1,182,325
50
Female
38,480
Divorced
1
Bachelor's
Self-Employed
null
Rural
Comprehensive
null
5
725
1
2023-05-13 15:21:39.155231
Poor
Yes
Rarely
Apartment
1,613
1,182,326
41
Female
3,046
Single
1
Bachelor's
null
45.1864
Urban
Premium
null
7
608
6
2019-09-16 15:21:39.276388
Average
Yes
Rarely
Condo
648
1,182,327
58
Female
61,550
Divorced
2
High School
Employed
14.678436
Suburban
Basic
0
15
498
2
2024-02-27 15:21:39.155231
null
Yes
Daily
House
1,076
1,182,328
30
Female
1,068
Married
3
High School
Unemployed
6.611181
Urban
Premium
2
3
689
8
2019-09-14 15:21:39.144722
Good
Yes
Rarely
Apartment
668
1,182,329
54
Female
null
Married
4
PhD
Employed
27.390535
Suburban
Basic
0
1
632
9
2024-01-31 15:21:39.108562
Good
No
Rarely
Condo
430
1,182,330
47
Male
4,827
Married
0
High School
Employed
37.632123
Urban
Comprehensive
null
13
398
7
2023-07-24 15:21:39.288099
Average
No
Weekly
Condo
1,036
1,182,331
22
Male
44,215
Divorced
3
Master's
Unemployed
18.168522
Suburban
Comprehensive
null
12
779
9
2020-02-14 15:21:39.202448
Good
No
Monthly
Condo
2,033
1,182,332
62
Male
35,638
Married
4
Bachelor's
Self-Employed
25.90765
Suburban
Premium
2
4
709
7
2022-09-02 15:21:39.180553
Good
No
Daily
Condo
386
1,182,333
29
Male
38,588
Married
3
High School
Self-Employed
34.838404
Rural
Basic
0
14
826
5
2024-01-04 15:21:39.237118
Poor
No
Rarely
Condo
684
1,182,334
56
Male
40,984
Divorced
1
Bachelor's
null
12.646331
Urban
Premium
0
18
575
2
2024-05-31 15:21:39.079128
Average
No
Weekly
House
1,326
1,182,335
19
Female
30,274
Divorced
2
PhD
Self-Employed
43.282895
Suburban
Basic
0
3
692
8
2023-09-26 15:21:39.134960
Average
No
Weekly
Condo
1,295
1,182,336
31
Female
7,872
Married
2
High School
Employed
16.712967
Rural
Premium
0
11
736
2
2020-08-20 15:21:39.095696
Average
Yes
Monthly
Condo
628
1,182,337
39
Male
26,624
Married
2
Bachelor's
Employed
29.95524
Rural
Basic
0
1
null
4
2022-05-20 15:21:39.237118
Average
No
Monthly
Apartment
579
1,182,338
24
Female
43,433
Divorced
1
High School
Self-Employed
null
Suburban
Premium
0
12
null
7
2022-07-25 15:21:39.131192
Poor
No
Daily
House
1,253
1,182,339
55
Male
73,396
Single
0
PhD
null
28.269737
Rural
Comprehensive
1
2
651
4
2020-03-02 15:21:39.084065
Poor
Yes
Monthly
Apartment
130
1,182,340
34
Female
26,883
Divorced
2
Master's
Employed
22.839383
Suburban
Basic
2
16
705
3
2020-06-19 15:21:39.134960
Average
Yes
Monthly
Apartment
1,508
1,182,341
55
Male
18,096
Married
4
High School
Unemployed
43.564973
Suburban
Premium
0
17
796
4
2022-03-29 15:21:39.288099
Good
No
Rarely
Apartment
554
1,182,342
49
Female
17,999
Single
2
PhD
Self-Employed
34.739828
Suburban
Basic
null
3
319
8
2024-07-10 15:21:39.271453
Average
Yes
Daily
Apartment
1,204
1,182,343
22
Female
68,047
Married
4
Master's
null
22.01146
Urban
Basic
null
3
312
1
2023-12-22 15:21:39.144722
Poor
No
Weekly
House
286
1,182,344
62
Female
20,498
Single
0
Bachelor's
null
11.166715
Rural
Premium
2
0
758
2
2022-05-30 15:21:39.145732
Good
No
Weekly
Condo
907
1,182,345
55
Male
61,869
Married
2
Master's
Self-Employed
49.638728
Rural
Basic
null
10
629
1
2022-03-07 15:21:39.252145
Poor
No
Weekly
House
1,829
1,182,346
42
Female
127,735
Married
3
Bachelor's
Unemployed
32.938354
Rural
Basic
0
19
491
9
2022-04-29 15:21:39.134960
Average
Yes
Daily
Apartment
2,859
1,182,347
24
Female
104,778
Single
1
PhD
Unemployed
12.86568
Suburban
Premium
1
12
439
3
2021-11-30 15:21:39.247098
Poor
No
Daily
Condo
635
1,182,348
62
Male
10,110
Divorced
0
Master's
Self-Employed
21.183351
Urban
Comprehensive
0
5
565
7
2023-06-14 15:21:39.082499
Average
No
Monthly
House
106
1,182,349
40
Female
86,564
Divorced
3
Bachelor's
Employed
27.039801
Urban
Premium
2
6
382
7
2021-12-28 15:21:39.261856
Good
No
Daily
House
1,383
1,182,350
20
Female
44,742
Single
0
Master's
Employed
42.348878
Suburban
Premium
null
2
682
4
2021-04-01 15:21:39.237118
Average
No
Weekly
House
1,155
1,182,351
46
Male
null
Single
2
High School
Self-Employed
41.336473
Suburban
Premium
1
6
334
6
2023-07-27 15:21:39.085129
Poor
Yes
Weekly
Condo
4,521
1,182,352
46
Female
6,100
Single
1
Master's
null
27.938875
Suburban
Basic
1
16
584
1
2021-02-11 15:21:39.257696
Poor
No
Weekly
Condo
974
1,182,353
28
Male
12,094
Divorced
1
Master's
Unemployed
26.824903
Urban
Basic
0
15
690
9
2023-05-24 15:21:39.155231
Poor
No
Monthly
Condo
828
1,182,354
58
Female
2,426
Divorced
1
High School
null
30.126437
Urban
Premium
null
8
607
4
2024-06-08 15:21:39.111551
Average
Yes
Rarely
House
2,088
1,182,355
38
Female
27,789
Divorced
4
High School
null
8.829068
Urban
Comprehensive
3
14
null
1
2020-06-09 15:21:39.237118
null
No
Rarely
House
1,097
1,182,356
50
Male
80,973
Single
4
High School
Self-Employed
23.943172
Urban
Basic
null
18
312
6
2021-07-22 15:21:39.114118
Good
Yes
Daily
Apartment
1,343
1,182,357
54
Male
118,987
Married
null
Bachelor's
Employed
8.769563
Urban
Basic
null
15
482
4
2020-10-22 15:21:39.134960
Poor
No
Rarely
Condo
2,020
1,182,358
20
Male
5,904
Single
2
PhD
null
35.998877
Rural
Comprehensive
0
17
743
7
2021-10-14 15:21:39.134960
Average
No
Monthly
House
821
1,182,359
29
Male
143,811
Single
0
PhD
Employed
25.816348
Urban
Premium
null
1
425
9
2020-04-19 15:21:39.237118
Good
No
Rarely
Apartment
962
1,182,360
44
Male
18,300
Married
4
High School
null
32.71772
Urban
Comprehensive
1
19
459
9
2023-07-09 15:21:39.155231
Average
Yes
Daily
Condo
648
1,182,361
20
Male
6,093
Single
3
PhD
null
31.038959
Urban
Basic
1
13
648
7
2022-10-29 15:21:39.253660
Poor
No
Daily
House
684
1,182,362
19
Male
7,894
Single
4
Master's
Employed
22.913358
Suburban
Basic
0
5
810
8
2020-01-22 15:21:39.261856
Good
No
Daily
Condo
449
1,182,363
21
Male
2,779
Divorced
0
PhD
Unemployed
11.483785
Rural
Comprehensive
2
2
626
4
2024-05-20 15:21:39.107553
Poor
No
Daily
House
511
1,182,364
37
Male
17,054
Single
2
Master's
Unemployed
null
Rural
Premium
null
11
709
5
2023-12-13 15:21:39.247098
Poor
No
Weekly
Apartment
726
1,182,365
30
Female
49,148
Divorced
1
Master's
null
31.256532
Urban
Comprehensive
null
14
null
4
2020-05-19 15:21:39.259788
Good
Yes
Monthly
Condo
136
1,182,366
26
Male
3,276
Married
0
Master's
Employed
20.611523
Rural
Basic
1
10
483
1
2023-02-09 15:21:39.289099
Good
No
Daily
Apartment
49
1,182,367
56
Male
17,784
Married
4
PhD
null
16.058968
Rural
Comprehensive
null
5
585
1
2019-12-11 15:21:39.193945
null
No
Weekly
House
789
1,182,368
52
Male
5,075
Single
3
High School
null
25.394517
Suburban
Premium
null
2
598
5
2019-11-07 15:21:39.155231
Poor
No
Daily
Apartment
438
1,182,369
50
Male
23,833
Divorced
3
Master's
null
26.819659
Suburban
Premium
null
7
679
8
2023-12-31 15:21:39.114118
Average
No
Rarely
Condo
488
1,182,370
null
Male
53,861
Divorced
1
Bachelor's
Employed
49.743287
Suburban
Comprehensive
1
7
384
4
2023-10-29 15:21:39.155231
null
No
Weekly
House
125
1,182,371
null
Male
28,193
Divorced
4
Master's
null
27.166656
Suburban
Basic
1
12
507
5
2021-07-05 15:21:39.265513
null
Yes
Daily
Apartment
1,014
1,182,372
34
Male
51,115
Married
4
High School
null
29.980037
Urban
Basic
2
14
586
9
2021-07-23 15:21:39.222387
Poor
No
Rarely
Apartment
1,980
1,182,373
27
Male
148,954
Single
4
Master's
Employed
16.051821
Suburban
Basic
1
7
331
7
2023-05-22 15:21:39.266452
Average
Yes
Rarely
House
1,387
1,182,374
34
Male
431
Divorced
4
Bachelor's
Employed
47.708866
Rural
Comprehensive
1
12
589
8
2020-07-05 15:21:39.092127
Average
Yes
Monthly
Apartment
488
1,182,375
22
Male
38,981
Divorced
0
PhD
null
39.236585
Suburban
Basic
2
5
531
5
2020-09-20 15:21:39.253660
Good
Yes
Monthly
House
545
1,182,376
41
Female
25,058
Single
2
High School
Self-Employed
52.898536
Urban
Premium
0
16
439
3
2023-09-04 15:21:39.132191
Poor
Yes
Daily
Condo
1,373
1,182,377
45
Female
57,738
Single
4
PhD
null
21.148414
Urban
Comprehensive
null
11
683
2
2020-12-23 15:21:39.134960
null
Yes
Monthly
Condo
222
1,182,378
64
Female
22,065
Single
1
High School
null
21.935254
Rural
Basic
0
7
694
1
2020-02-29 15:21:39.201446
Poor
Yes
Weekly
Apartment
604
1,182,379
64
Male
6,162
Married
0
PhD
Employed
33.67853
Urban
Premium
2
15
null
5
2022-03-17 15:21:39.252145
Average
Yes
Monthly
Condo
304
1,182,380
63
Female
38,572
Divorced
1
Bachelor's
null
29.652386
Urban
Premium
2
5
454
7
2021-08-30 15:21:39.122134
Poor
No
Daily
House
1,854
1,182,381
26
Male
31,799
Divorced
0
Master's
null
6.603836
Urban
Premium
2
14
633
8
2020-11-11 15:21:39.230483
Average
No
Rarely
Apartment
890
1,182,382
48
Female
131,517
Married
0
PhD
Employed
28.824202
Suburban
Premium
1
19
458
2
2022-12-17 15:21:39.205850
Poor
Yes
Daily
Apartment
3,254
1,182,383
54
Female
8,073
Married
3
High School
null
null
Rural
Basic
1
13
602
7
2021-10-27 15:21:39.155231
Average
No
Weekly
House
917
1,182,384
29
Female
40,862
Married
2
Bachelor's
Unemployed
39.923422
Rural
Comprehensive
null
18
464
8
2023-03-06 15:21:39.144722
Poor
No
Daily
Apartment
400
1,182,385
57
Female
63,058
Divorced
0
Bachelor's
null
9.776693
Suburban
Comprehensive
1
16
363
9
2024-03-06 15:21:39.134960
Average
Yes
Monthly
Condo
768
1,182,386
63
Male
6,093
Divorced
1
Bachelor's
Unemployed
11.918108
Rural
Basic
null
13
717
8
2022-06-01 15:21:39.206847
Average
Yes
Weekly
House
731
1,182,387
23
Male
16,186
Married
1
Master's
Unemployed
40.174506
Urban
Basic
0
14
null
1
2020-10-30 15:21:39.134960
Good
No
Daily
House
2,010
1,182,388
37
Female
70,592
Single
3
PhD
null
30.568736
Rural
Basic
1
0
376
9
2021-09-03 15:21:39.252145
Average
Yes
Rarely
House
704
1,182,389
20
Female
38,027
Married
1
Master's
Unemployed
16.471279
Urban
Basic
1
9
null
6
2022-02-03 15:21:39.289099
Average
Yes
Rarely
Apartment
959
1,182,390
53
Female
8,062
Divorced
3
PhD
Unemployed
23.81679
Suburban
Premium
1
9
null
2
2021-08-21 15:21:39.182597
Good
Yes
Daily
Apartment
1,450
1,182,391
50
Male
3,991
Single
1
PhD
Self-Employed
49.117434
Rural
Comprehensive
2
19
698
3
2020-08-19 15:21:39.194829
null
Yes
Rarely
Condo
1,715
1,182,392
62
Male
14,087
Divorced
0
High School
Unemployed
20.746121
Urban
Basic
1
13
null
3
2023-05-31 15:21:39.155231
Poor
Yes
Weekly
Apartment
536
1,182,393
47
Female
14,096
Single
2
Bachelor's
null
20.865355
Urban
Comprehensive
null
12
772
5
2024-06-11 15:21:39.120168
Good
No
Weekly
Apartment
1,251
1,182,394
27
Male
17,076
Married
4
PhD
Self-Employed
23.13199
Suburban
Comprehensive
3
5
804
8
2022-04-13 15:21:39.248098
Average
No
Monthly
House
1,228
1,182,395
36
Male
2,833
Single
0
Master's
null
30.774639
Rural
Comprehensive
2
7
821
9
2024-08-08 15:21:39.097737
Good
Yes
Monthly
Apartment
536
1,182,396
26
Male
22,665
Divorced
0
High School
Self-Employed
8.053226
Suburban
Premium
null
14
750
4
2023-02-24 15:21:39.280784
Poor
Yes
Weekly
Apartment
476
1,182,397
36
Male
37,149
Divorced
0
Bachelor's
Employed
26.891013
Suburban
Comprehensive
null
9
644
1
2021-03-31 15:21:39.194829
Poor
Yes
Rarely
Condo
1,148
1,182,398
45
Male
67,814
Married
0
High School
Self-Employed
14.540719
Suburban
Basic
0
16
841
2
2019-12-16 15:21:39.181605
Average
No
Weekly
Condo
2,094
1,182,399
20
Female
10,789
Single
4
Bachelor's
null
20.317499
Suburban
Premium
0
4
751
6
2021-11-02 15:21:39.278402
Average
Yes
Daily
Apartment
2,171