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
1,196,300
29
Male
80,139
Single
null
Master's
Unemployed
31.135574
Urban
Premium
2
14
397
6
2021-05-25 15:21:39.101733
Average
No
Daily
House
572
1,196,301
53
Male
3,940
Divorced
2
Bachelor's
Employed
5.051972
Rural
Premium
2
16
null
1
2019-12-07 15:21:39.134960
Good
Yes
Monthly
Condo
868
1,196,302
21
Female
61,646
Single
4
Bachelor's
null
19.39091
Urban
Premium
null
17
399
4
2024-03-03 15:21:39.122134
Good
Yes
Rarely
Condo
42
1,196,303
22
Male
45,907
Married
1
PhD
null
19.492506
Urban
Premium
1
4
532
4
2023-07-24 15:21:39.109552
null
Yes
Weekly
House
1,077
1,196,304
32
Male
1,338
Married
2
PhD
Unemployed
null
Urban
Basic
1
19
661
4
2022-08-30 15:21:39.155231
Average
No
Daily
Condo
852
1,196,305
42
Male
16,079
Divorced
4
PhD
Unemployed
12.010421
Suburban
Comprehensive
null
15
819
1
2024-02-12 15:21:39.155231
Poor
No
Monthly
Condo
2,363
1,196,306
35
Female
2,889
Married
4
PhD
Employed
null
Suburban
Basic
null
0
817
5
2020-09-13 15:21:39.261856
Good
No
Monthly
House
586
1,196,307
48
Male
82,993
Married
4
High School
null
51.769804
Rural
Basic
null
0
569
3
2020-06-19 15:21:39.237118
Poor
No
Monthly
House
453
1,196,308
48
Male
20,676
Single
0
PhD
Unemployed
36.038486
Urban
Basic
0
6
834
5
2019-11-01 15:21:39.155231
Poor
No
Daily
Condo
2,145
1,196,309
33
Male
61,479
Divorced
4
High School
null
41.755977
Suburban
Basic
0
11
744
6
2023-02-07 15:21:39.219432
Average
Yes
Rarely
House
322
1,196,310
32
Male
14,961
Divorced
4
Bachelor's
null
29.424812
Urban
Basic
0
2
626
8
2021-07-31 15:21:39.211806
Good
Yes
Monthly
House
1,094
1,196,311
47
Female
115,328
Married
4
Master's
null
35.011496
Urban
Premium
2
19
687
6
2021-02-24 15:21:39.145732
Good
Yes
Weekly
Condo
306
1,196,312
31
Male
74,575
Divorced
0
Bachelor's
null
5.181067
Rural
Basic
2
13
341
3
2019-09-03 15:21:39.102694
Poor
Yes
Monthly
Condo
925
1,196,313
38
Male
23,962
Married
0
Bachelor's
Self-Employed
23.559715
Rural
Premium
null
12
693
7
2021-03-01 15:21:39.237118
Average
Yes
Daily
House
517
1,196,314
40
Male
40,698
Single
2
PhD
Employed
13.266737
Urban
Comprehensive
null
11
567
5
2023-05-26 15:21:39.237118
Poor
No
Weekly
Condo
781
1,196,315
25
Female
18,304
Married
2
Master's
Self-Employed
48.835692
Rural
Comprehensive
0
11
658
7
2020-11-26 15:21:39.126661
Good
No
Rarely
House
645
1,196,316
24
Male
20,346
Divorced
4
High School
null
40.571653
Urban
Premium
0
14
541
5
2020-05-16 15:21:39.226954
Poor
Yes
Weekly
Condo
1,154
1,196,317
56
Male
145,646
Single
2
High School
null
22.309927
Rural
Comprehensive
1
5
399
9
2021-04-04 15:21:39.269494
Average
No
Rarely
Apartment
210
1,196,318
46
Female
7,051
Divorced
2
PhD
null
21.769607
Urban
Basic
1
10
591
5
2021-01-20 15:21:39.180553
Average
No
Weekly
Apartment
553
1,196,319
21
Female
11,954
Married
2
Master's
null
24.074271
Urban
Comprehensive
1
4
593
5
2022-07-17 15:21:39.180553
Poor
No
Monthly
Apartment
1,821
1,196,320
19
Male
2,096
Married
4
Master's
Self-Employed
6.384478
Rural
Basic
0
3
538
2
2020-12-24 15:21:39.155231
Average
Yes
Daily
Apartment
331
1,196,321
61
Male
2,273
Single
1
High School
Unemployed
26.450004
Urban
Comprehensive
null
5
782
2
2022-11-12 15:21:39.134960
Good
No
Rarely
House
110
1,196,322
26
Male
13,258
Divorced
0
Master's
Unemployed
14.082959
Urban
Premium
4
19
null
2
2024-06-14 15:21:39.131192
Poor
No
Monthly
Condo
1,398
1,196,323
47
Male
48,218
Divorced
null
Master's
Self-Employed
null
Urban
Comprehensive
0
0
565
5
2024-01-13 15:21:39.155231
Average
No
Rarely
Condo
3,264
1,196,324
27
Female
73,812
Married
3
Master's
Employed
8.822295
Urban
Basic
2
1
571
6
2021-08-20 15:21:39.286113
Good
Yes
Weekly
Condo
49
1,196,325
40
Male
2,670
Divorced
4
PhD
Employed
32.845353
Suburban
Premium
null
5
614
9
2022-11-11 15:21:39.081504
null
Yes
Rarely
Apartment
1,242
1,196,326
23
Female
10,982
Single
4
Bachelor's
Unemployed
31.924245
Rural
Comprehensive
1
9
471
2
2022-04-29 15:21:39.278402
Poor
No
Monthly
House
1,006
1,196,327
null
Male
23,894
Married
1
PhD
null
null
Rural
Basic
null
5
538
8
2022-12-05 15:21:39.134960
Average
Yes
Weekly
House
1,517
1,196,328
42
Male
11,721
Single
4
High School
Self-Employed
42.171134
Suburban
Comprehensive
null
13
492
4
2021-01-08 15:21:39.186212
Poor
Yes
Rarely
House
1,074
1,196,329
41
Female
133,737
Single
0
Bachelor's
Employed
25.071054
Urban
Premium
2
14
830
9
2024-02-03 15:21:39.105504
Poor
No
Rarely
House
137
1,196,330
60
Male
20,064
Divorced
3
PhD
Employed
25.095529
Rural
Premium
2
19
805
3
2020-04-16 15:21:39.249100
null
Yes
Rarely
House
320
1,196,331
46
Male
null
Divorced
0
PhD
Unemployed
21.769693
Rural
Basic
3
10
495
7
2021-04-26 15:21:39.152732
Good
Yes
Rarely
House
2,691
1,196,332
23
Female
8,791
Single
1
Bachelor's
Self-Employed
21.82376
Suburban
Comprehensive
null
14
558
5
2023-02-10 15:21:39.155231
Good
No
Rarely
House
1,229
1,196,333
32
Male
45,388
Divorced
3
High School
Self-Employed
19.87623
Rural
Premium
null
11
761
1
2021-04-09 15:21:39.155231
Average
No
Monthly
Apartment
685
1,196,334
29
Male
9,791
Single
2
Master's
null
18.582826
Suburban
Basic
1
3
591
3
2022-12-30 15:21:39.257696
Good
No
Monthly
Apartment
28
1,196,335
46
Male
24,986
Married
2
High School
Employed
25.118027
Suburban
Premium
1
17
427
6
2023-09-22 15:21:39.095696
Poor
No
Weekly
House
459
1,196,336
45
Female
8,072
Single
1
High School
null
13.95812
Suburban
Premium
1
7
617
6
2020-01-10 15:21:39.172097
Average
No
Daily
Condo
446
1,196,337
46
Female
2,494
Divorced
4
Bachelor's
Employed
13.14081
Rural
Basic
0
14
476
3
2020-07-05 15:21:39.128286
Average
Yes
Monthly
House
659
1,196,338
33
Female
9,853
Divorced
0
Master's
Self-Employed
50.416329
Rural
Comprehensive
null
13
316
6
2024-04-22 15:21:39.152732
Poor
Yes
Monthly
Condo
2,579
1,196,339
30
Male
29,069
Divorced
3
PhD
Employed
null
Suburban
Comprehensive
null
8
848
6
2019-09-15 15:21:39.192212
Good
No
Daily
Condo
2,054
1,196,340
26
Male
26,863
Married
0
PhD
Employed
37.36793
Suburban
Comprehensive
0
14
840
7
2021-11-03 15:21:39.117183
Average
Yes
Daily
House
382
1,196,341
24
Male
37,051
Married
0
Bachelor's
Self-Employed
12.878501
Urban
Comprehensive
null
12
735
7
2019-10-09 15:21:39.155231
Poor
Yes
Daily
Condo
275
1,196,342
56
Female
5,568
Divorced
2
Master's
Self-Employed
18.078889
Rural
Comprehensive
0
2
637
4
2023-05-16 15:21:39.201446
Average
No
Weekly
House
25
1,196,343
46
Female
15,897
Married
2
PhD
null
22.392286
Suburban
Premium
0
18
807
6
2020-05-22 15:21:39.232526
Poor
No
Daily
Condo
992
1,196,344
53
Female
1,150
Divorced
4
PhD
Self-Employed
34.290635
Urban
Premium
null
6
371
7
2021-03-28 15:21:39.270454
Poor
No
Monthly
Condo
554
1,196,345
44
Male
4,029
Divorced
2
High School
null
null
Suburban
Comprehensive
null
15
774
2
2023-03-26 15:21:39.084065
Average
Yes
Daily
Condo
1,025
1,196,346
20
Male
33,554
Single
0
Bachelor's
null
33.297976
Suburban
Basic
1
18
305
1
2021-06-28 15:21:39.179186
Average
No
Daily
Apartment
672
1,196,347
20
Male
45,926
Divorced
4
Bachelor's
Self-Employed
35.882289
Suburban
Premium
1
7
535
6
2021-04-14 15:21:39.237118
Good
Yes
Rarely
Apartment
1,264
1,196,348
58
Female
18,041
Single
2
PhD
Employed
29.837467
Urban
Basic
1
16
548
9
2022-12-31 15:21:39.193945
Average
Yes
Monthly
Condo
1,056
1,196,349
47
Male
1,015
Divorced
3
High School
Self-Employed
34.724655
Rural
Comprehensive
1
9
363
7
2021-08-23 15:21:39.134960
Poor
No
Daily
House
685
1,196,350
41
Male
6,726
Divorced
1
PhD
null
29.814493
Urban
Premium
1
15
587
9
2022-05-24 15:21:39.152732
Good
No
Weekly
House
1,535
1,196,351
45
Female
2,385
Divorced
4
High School
Employed
6.676909
Suburban
Comprehensive
2
14
585
6
2022-07-14 15:21:39.155231
Poor
No
Monthly
Apartment
1,544
1,196,352
50
Male
17,086
Married
2
Bachelor's
null
43.141325
Rural
Comprehensive
1
14
539
8
2023-11-09 15:21:39.093681
Poor
Yes
Monthly
Apartment
1,632
1,196,353
59
Female
30,562
Single
3
Master's
null
34.890816
Suburban
Premium
0
18
468
3
2019-10-15 15:21:39.208842
Poor
No
Monthly
Apartment
543
1,196,354
46
Female
29,392
Divorced
3
Bachelor's
Self-Employed
20.744449
Rural
Basic
null
16
808
2
2023-02-14 15:21:39.155231
Average
No
Rarely
Condo
2,493
1,196,355
22
Male
17,553
Divorced
1
Master's
Employed
38.859364
Rural
Comprehensive
null
7
625
2
2020-02-06 15:21:39.237118
Good
Yes
Monthly
Apartment
1,615
1,196,356
37
Female
4,740
Married
2
Master's
Unemployed
38.93432
Suburban
Premium
null
9
838
2
2023-08-16 15:21:39.155231
null
No
Rarely
House
1,731
1,196,357
40
Male
9,071
Married
0
High School
Employed
40.924506
Rural
Premium
1
17
null
8
2022-12-01 15:21:39.148733
Poor
Yes
Weekly
Condo
710
1,196,358
45
Female
67,926
Single
1
Bachelor's
Self-Employed
36.771738
Urban
Comprehensive
null
7
null
8
2022-04-05 15:21:39.094752
Average
No
Rarely
House
100
1,196,359
57
Female
16,081
Single
1
Bachelor's
Unemployed
15.757622
Suburban
Premium
1
9
478
9
2024-08-01 15:21:39.134960
Poor
Yes
Daily
House
1,313
1,196,360
30
Male
24,455
Single
1
Master's
Self-Employed
15.558889
Suburban
Premium
2
12
582
9
2021-10-04 15:21:39.285112
Average
No
Rarely
House
2,264
1,196,361
21
Male
96,842
Married
1
Bachelor's
null
40.812334
Suburban
Premium
0
17
444
2
2022-10-19 15:21:39.134960
Good
Yes
Weekly
Condo
948
1,196,362
25
Female
37,370
Single
0
Master's
Self-Employed
48.799636
Rural
Comprehensive
0
17
618
3
2020-03-21 15:21:39.273454
Average
No
Rarely
House
373
1,196,363
27
Male
null
Divorced
0
Master's
Self-Employed
22.236444
Suburban
Premium
3
12
603
7
2023-11-22 15:21:39.155231
Poor
Yes
Rarely
House
1,891
1,196,364
45
Female
35,123
Single
4
Master's
Unemployed
19.270413
Suburban
Comprehensive
null
11
543
8
2023-04-27 15:21:39.082499
Good
No
Weekly
Condo
1,336
1,196,365
41
Male
42,161
Married
4
Bachelor's
Employed
37.968541
Rural
Comprehensive
0
5
603
7
2023-02-19 15:21:39.126661
Average
No
Daily
House
1,631
1,196,366
57
Male
22,981
Single
4
High School
null
31.726544
Suburban
Comprehensive
2
4
828
8
2022-01-03 15:21:39.191219
Average
No
Rarely
House
1,681
1,196,367
35
Male
3,050
Divorced
1
High School
Self-Employed
33.592026
Rural
Premium
0
9
580
4
2020-05-10 15:21:39.191219
Poor
Yes
Weekly
Apartment
3,769
1,196,368
43
Female
40,753
Married
0
High School
Unemployed
29.049313
Rural
Basic
null
13
null
5
2022-05-18 15:21:39.214388
Poor
No
Weekly
House
1,312
1,196,369
26
Male
71,081
Divorced
0
PhD
Unemployed
31.638632
Suburban
Basic
1
10
459
7
2023-12-01 15:21:39.254678
Poor
Yes
Rarely
House
20
1,196,370
59
Female
15,456
Single
3
High School
null
31.838861
Urban
Premium
1
6
645
7
2021-05-25 15:21:39.224915
Average
No
Weekly
Apartment
1,375
1,196,371
49
Male
16,285
Divorced
0
Master's
Unemployed
44.877746
Urban
Premium
null
15
624
2
2020-10-24 15:21:39.089116
Poor
Yes
Monthly
Apartment
106
1,196,372
52
Male
30,862
Married
3
High School
Self-Employed
40.334766
Urban
Premium
1
6
554
4
2020-01-13 15:21:39.236064
Average
No
Rarely
Condo
612
1,196,373
28
Male
31,747
Single
1
Master's
null
27.286672
Urban
Premium
0
18
null
8
2023-01-03 15:21:39.146733
Poor
No
Daily
Apartment
1,605
1,196,374
34
Female
15,456
Married
3
Bachelor's
null
27.05655
Urban
Comprehensive
1
12
774
7
2023-06-15 15:21:39.237118
Poor
No
Daily
Apartment
709
1,196,375
64
Female
99,750
Married
1
Bachelor's
Unemployed
19.094928
Rural
Premium
0
2
334
8
2023-08-18 15:21:39.287115
Good
Yes
Daily
House
446
1,196,376
47
Male
1,586
Single
0
PhD
Unemployed
14.233497
Urban
Premium
0
0
659
8
2022-04-13 15:21:39.207847
Good
No
Monthly
House
1,997
1,196,377
48
Male
9,072
Married
3
High School
Unemployed
23.913874
Rural
Basic
1
1
721
5
2023-11-18 15:21:39.134960
Good
No
Rarely
Condo
814
1,196,378
34
Female
17,175
Married
0
Bachelor's
null
17.382724
Urban
Premium
1
14
439
7
2023-01-02 15:21:39.244069
Average
No
Daily
House
1,092
1,196,379
19
Female
35,273
Divorced
0
Master's
null
47.835116
Suburban
Basic
1
14
443
5
2022-05-14 15:21:39.209847
Average
Yes
Daily
Condo
839
1,196,380
44
Male
2,631
Married
0
Master's
Unemployed
17.652838
Suburban
Comprehensive
2
7
489
5
2020-03-27 15:21:39.233485
Average
No
Monthly
Apartment
2,254
1,196,381
43
Male
1,187
Divorced
1
Master's
Unemployed
23.683669
Suburban
Basic
1
17
410
5
2020-08-22 15:21:39.130190
Good
No
Monthly
Apartment
706
1,196,382
56
Male
84,794
Married
null
Master's
null
41.676416
Suburban
Basic
0
6
393
9
2022-06-23 15:21:39.188220
Good
Yes
Weekly
Condo
562
1,196,383
51
Male
28,198
Divorced
0
Bachelor's
Self-Employed
23.974658
Rural
Basic
1
17
null
3
2021-03-17 15:21:39.097737
Poor
Yes
Daily
House
1,249
1,196,384
26
Female
15,107
Divorced
3
Master's
Self-Employed
17.986639
Rural
Premium
1
3
null
9
2022-06-09 15:21:39.283783
Poor
Yes
Rarely
House
2,949
1,196,385
60
Male
818
Single
4
PhD
null
20.848232
Urban
Basic
2
13
694
2
2022-08-13 15:21:39.174719
Poor
No
Monthly
Condo
605
1,196,386
34
Female
7,811
Single
3
Bachelor's
Employed
40.667836
Suburban
Premium
1
4
696
3
2021-02-10 15:21:39.237118
Poor
No
Weekly
Apartment
2,268
1,196,387
48
Male
2,429
Divorced
null
PhD
Employed
12.580105
Suburban
Comprehensive
2
12
776
1
2021-10-14 15:21:39.087123
Good
Yes
Monthly
Condo
2,967
1,196,388
58
Female
10,809
Married
0
Bachelor's
null
11.828667
Urban
Premium
1
5
609
3
2020-07-11 15:21:39.134960
Poor
No
Daily
House
858
1,196,389
61
Male
706
Married
0
Bachelor's
Unemployed
23.693701
Suburban
Basic
null
4
null
6
2019-09-20 15:21:39.121169
null
No
Daily
Condo
3,615
1,196,390
21
Female
2,881
Single
2
Master's
Self-Employed
13.752923
Urban
Premium
1
18
486
9
2020-07-21 15:21:39.211806
null
Yes
Daily
Apartment
1,036
1,196,391
61
Female
3,712
Single
2
PhD
Self-Employed
25.056578
Suburban
Comprehensive
0
12
null
7
2022-10-04 15:21:39.134960
Poor
Yes
Daily
House
2,197
1,196,392
35
Male
48,929
Divorced
0
Bachelor's
null
7.790129
Rural
Basic
0
8
301
2
2021-07-17 15:21:39.282785
Poor
No
Weekly
Condo
1,281
1,196,393
57
Male
33,012
Divorced
1
PhD
null
31.534208
Urban
Comprehensive
1
15
304
3
2020-06-26 15:21:39.272456
Average
No
Weekly
Condo
924
1,196,394
25
Female
27,604
Divorced
3
Bachelor's
Employed
24.898451
Urban
Premium
0
7
639
4
2023-03-08 15:21:39.194829
Good
Yes
Daily
House
537
1,196,395
39
Female
29,891
Divorced
null
High School
Self-Employed
42.243596
Rural
Basic
4
14
572
2
2024-06-09 15:21:39.218388
null
No
Rarely
Condo
772
1,196,396
53
Male
6,876
Single
2
Bachelor's
Unemployed
11.826868
Suburban
Comprehensive
1
1
552
7
2021-04-13 15:21:39.134960
Good
No
Rarely
Apartment
1,604
1,196,397
45
Male
132,963
Divorced
4
High School
Unemployed
48.344461
Suburban
Comprehensive
0
8
null
5
2021-06-26 15:21:39.172097
Poor
No
Daily
Condo
45
1,196,398
28
Female
16,652
Married
0
Bachelor's
Self-Employed
37.933228
Suburban
Premium
null
0
410
1
2024-06-09 15:21:39.254678
Good
Yes
Monthly
Apartment
2,320
1,196,399
30
Male
4,733
Married
4
Bachelor's
Employed
10.147571
Urban
Premium
null
11
311
7
2020-09-12 15:21:39.250151
Average
No
Rarely
Apartment
1,046