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
33,800
43
Female
10,949
Divorced
3
PhD
Employed
23.049305
Suburban
Comprehensive
0
2
325
9
2021-07-19 15:21:39.093681
Poor
Yes
Monthly
House
23
33,801
56
Male
17,069
Divorced
null
Master's
Self-Employed
21.957287
Rural
Comprehensive
0
3
739
3
2020-04-23 15:21:39.169102
Poor
Yes
Rarely
House
616
33,802
25
Female
40,894
Single
null
Bachelor's
Unemployed
29.296913
Urban
Basic
1
2
null
4
2020-06-02 15:21:39.155231
Good
No
Weekly
Apartment
1,332
33,803
18
Female
18,509
Divorced
2
Master's
null
23.81602
Urban
Basic
0
19
null
3
2022-07-18 15:21:39.154008
Poor
No
Rarely
Condo
522
33,804
36
Male
51,335
Single
4
PhD
Self-Employed
51.111077
Suburban
Comprehensive
2
14
806
3
2021-07-06 15:21:39.118178
Poor
Yes
Weekly
Apartment
1,471
33,805
null
Female
72,645
Married
null
High School
Employed
37.86864
Urban
Basic
1
11
334
4
2020-07-19 15:21:39.152732
Poor
Yes
Rarely
Apartment
645
33,806
30
Male
44,779
Married
3
High School
Self-Employed
null
Urban
Basic
0
13
709
3
2022-06-12 15:21:39.194829
Poor
Yes
Rarely
Condo
834
33,807
20
Male
46,625
Divorced
0
Master's
null
24.333086
Urban
Premium
1
7
827
3
2020-02-10 15:21:39.236064
Good
Yes
Rarely
House
353
33,808
38
Female
12,342
Married
0
PhD
Unemployed
17.907962
Suburban
Comprehensive
1
12
null
1
2020-02-05 15:21:39.237118
Poor
Yes
Weekly
Condo
493
33,809
42
Male
133,476
Married
0
PhD
Employed
13.738216
Urban
Premium
0
13
812
6
2024-05-12 15:21:39.134960
Average
Yes
Monthly
Condo
151
33,810
34
Female
1,575
Divorced
0
PhD
null
null
Suburban
Comprehensive
null
19
null
1
2022-12-04 15:21:39.273973
Poor
No
Monthly
Apartment
488
33,811
38
Male
1,345
Single
1
High School
null
20.835684
Urban
Basic
0
18
521
4
2022-03-29 15:21:39.223390
Good
Yes
Daily
Apartment
2,694
33,812
58
Male
48,430
Single
4
PhD
Employed
null
Rural
Comprehensive
1
14
426
5
2022-05-10 15:21:39.286113
Poor
Yes
Weekly
Condo
830
33,813
18
Female
3,997
Single
2
PhD
Self-Employed
22.739184
Urban
Basic
null
6
407
4
2023-05-03 15:21:39.289099
Average
No
Rarely
House
1,325
33,814
62
Male
1,228
Married
4
High School
Unemployed
17.879679
Rural
Comprehensive
1
5
669
7
2022-08-21 15:21:39.264504
Average
Yes
Rarely
Apartment
212
33,815
33
Male
1,449
Single
3
Master's
Employed
18.991789
Urban
Basic
null
8
null
4
2022-07-21 15:21:39.080440
Poor
No
Monthly
Apartment
2,051
33,816
47
Female
39,151
Married
3
Master's
Self-Employed
21.412824
Rural
Basic
0
14
534
6
2020-05-30 15:21:39.086123
Poor
Yes
Rarely
House
1,146
33,817
null
Female
7,396
Divorced
0
High School
null
18.955385
Urban
Basic
1
15
536
4
2023-07-09 15:21:39.130190
Average
No
Rarely
Apartment
2,731
33,818
43
Male
23,381
Single
0
PhD
Unemployed
18.611582
Rural
Comprehensive
0
0
505
8
2024-07-31 15:21:39.271453
Good
Yes
Weekly
Condo
1,107
33,819
60
Male
19,989
Single
4
Master's
Self-Employed
42.866022
Urban
Premium
1
1
560
5
2023-02-10 15:21:39.081504
Average
No
Rarely
Condo
2,984
33,820
21
Male
17,076
Single
2
Bachelor's
Employed
20.828796
Urban
Premium
1
13
746
1
2023-04-17 15:21:39.123711
Poor
Yes
Weekly
Apartment
1,173
33,821
60
Male
37,156
Married
null
Bachelor's
Unemployed
42.766018
Urban
Basic
3
6
582
2
2022-08-01 15:21:39.134960
Poor
Yes
Rarely
House
2,801
33,822
26
Male
null
Single
1
PhD
null
52.817073
Urban
Basic
0
13
730
2
2023-04-02 15:21:39.190215
Poor
No
Weekly
Condo
726
33,823
49
Male
126,593
Divorced
1
High School
Employed
23.70195
Suburban
Basic
1
17
330
5
2021-03-14 15:21:39.155231
Poor
No
Weekly
Condo
1,153
33,824
42
Female
132,723
Divorced
3
PhD
Unemployed
36.180976
Rural
Basic
4
6
511
2
2019-12-13 15:21:39.155231
Average
No
Weekly
Condo
1,311
33,825
32
Female
28,215
Single
0
Master's
null
49.552448
Suburban
Basic
3
1
607
9
2023-07-17 15:21:39.198406
Good
No
Rarely
House
1,643
33,826
29
Male
18,244
Married
null
Master's
null
41.12064
Rural
Basic
1
5
null
2
2021-05-10 15:21:39.252145
Average
Yes
Daily
Apartment
2,965
33,827
54
Female
5,390
Divorced
1
PhD
Unemployed
51.958784
Suburban
Basic
0
13
468
8
2020-12-22 15:21:39.178717
null
Yes
Weekly
House
1,016
33,828
37
Male
7,848
Single
0
PhD
null
53.964146
Rural
Basic
1
16
630
4
2020-08-31 15:21:39.134960
Average
No
Daily
Apartment
995
33,829
34
Male
4,306
Married
3
Master's
null
17.906258
Rural
Premium
null
9
843
6
2024-05-14 15:21:39.245086
Good
Yes
Rarely
House
1,994
33,830
23
Female
59,902
Married
1
Master's
null
23.634136
Urban
Basic
0
2
306
1
2020-08-15 15:21:39.181605
Average
Yes
Daily
Condo
501
33,831
50
Male
17,076
Divorced
0
Master's
Employed
23.079326
Rural
Premium
1
3
574
1
2020-10-04 15:21:39.209847
Good
Yes
Daily
House
542
33,832
25
Male
35,239
Divorced
3
PhD
Employed
21.86819
Suburban
Comprehensive
null
15
472
8
2023-09-03 15:21:39.194829
Good
No
Rarely
Apartment
1,216
33,833
41
Male
34,024
Married
0
Master's
Self-Employed
37.751221
Rural
Premium
2
9
799
5
2022-06-02 15:21:39.151732
Average
No
Monthly
House
48
33,834
42
Male
577
Single
3
PhD
Employed
10.929787
Suburban
Basic
0
2
673
5
2021-11-21 15:21:39.143476
Poor
No
Daily
House
2,047
33,835
52
Male
71,432
Divorced
1
Master's
null
22.123519
Urban
Comprehensive
1
12
446
7
2020-04-15 15:21:39.155231
Poor
No
Weekly
House
983
33,836
56
Male
29,055
Single
1
High School
Unemployed
23.785364
Rural
Premium
1
8
535
3
2024-07-03 15:21:39.107553
Average
Yes
Daily
Apartment
755
33,837
26
Male
35,721
Single
null
PhD
Employed
20.161316
Urban
Premium
3
17
658
8
2021-07-21 15:21:39.134960
Good
No
Monthly
House
338
33,838
38
Female
2,094
Married
1
High School
Unemployed
17.040623
Rural
Comprehensive
null
15
486
9
2019-09-13 15:21:39.112553
Good
Yes
Weekly
House
25
33,839
31
Female
615
Divorced
1
High School
Employed
20.928462
Suburban
Comprehensive
2
18
511
3
2021-10-14 15:21:39.134960
Average
No
Weekly
Condo
712
33,840
55
Male
50,638
Divorced
3
High School
null
6.87871
Urban
Premium
null
16
598
1
2023-11-07 15:21:39.207847
Average
No
Rarely
House
382
33,841
33
Female
null
Single
0
Bachelor's
Unemployed
21.858947
Urban
Premium
0
2
547
3
2022-08-03 15:21:39.082499
Poor
No
Daily
Apartment
306
33,842
53
Male
128,885
Single
3
Master's
Unemployed
14.14127
Suburban
Comprehensive
3
5
364
5
2023-10-24 15:21:39.222387
Good
Yes
Weekly
Apartment
1,136
33,843
41
Male
81,669
Divorced
2
High School
Unemployed
null
Rural
Comprehensive
0
16
483
5
2022-12-04 15:21:39.155231
Average
No
Rarely
House
1,128
33,844
34
Male
42,053
Single
2
PhD
Employed
22.184711
Suburban
Comprehensive
2
17
539
5
2021-01-08 15:21:39.155231
Good
No
Weekly
Apartment
2,745
33,845
34
Male
15,983
Single
4
Bachelor's
Self-Employed
10.065805
Rural
Basic
0
4
null
4
2022-12-06 15:21:39.170099
Average
No
Rarely
Apartment
639
33,846
38
Male
4,077
Divorced
4
Bachelor's
Self-Employed
37.898817
Rural
Basic
3
9
575
6
2019-11-09 15:21:39.155231
Average
No
Weekly
Condo
806
33,847
43
Male
128,988
Divorced
4
Master's
Employed
18.772012
Rural
Basic
1
2
452
5
2021-09-03 15:21:39.245086
Poor
Yes
Weekly
Apartment
45
33,848
45
Male
12,891
Single
1
Bachelor's
Employed
25.837694
Rural
Premium
2
5
617
9
2022-10-29 15:21:39.155231
Average
Yes
Weekly
Condo
709
33,849
51
Female
20,861
Married
0
Master's
Self-Employed
33.746172
Rural
Comprehensive
null
5
839
4
2021-02-25 15:21:39.274993
Average
Yes
Rarely
Apartment
69
33,850
54
Male
35,122
Single
0
Master's
null
23.355843
Urban
Premium
null
2
372
2
2021-04-17 15:21:39.191219
Average
Yes
Rarely
Condo
49
33,851
32
Male
12,061
Married
2
Master's
Unemployed
9.778765
Urban
Basic
null
13
726
2
2020-10-14 15:21:39.173834
Good
No
Rarely
House
3,935
33,852
59
Male
17,458
Married
1
Bachelor's
Employed
50.772467
Urban
Premium
1
5
801
8
2020-01-23 15:21:39.134960
Average
Yes
Monthly
House
1,057
33,853
null
Female
47,155
Divorced
4
PhD
Unemployed
19.975531
Urban
Premium
0
0
757
2
2022-08-20 15:21:39.155231
null
Yes
Rarely
House
1,881
33,854
43
Female
31,765
Married
3
High School
Self-Employed
4.866429
Suburban
Premium
1
9
532
9
2021-01-04 15:21:39.206847
Average
No
Monthly
House
979
33,855
21
Male
78,961
Married
0
PhD
null
31.074668
Suburban
Basic
null
12
342
3
2021-11-10 15:21:39.251142
Poor
No
Daily
Condo
1,645
33,856
57
Male
34,015
Single
2
Master's
null
31.126049
Suburban
Basic
0
19
843
3
2023-06-18 15:21:39.134960
Poor
Yes
Weekly
Apartment
2,134
33,857
61
Female
45,831
Divorced
1
Bachelor's
Self-Employed
17.879318
Suburban
Comprehensive
1
18
679
2
2024-08-07 15:21:39.110557
null
Yes
Daily
Apartment
518
33,858
63
Female
123,376
Single
1
PhD
Unemployed
6.576328
Urban
Basic
null
5
588
9
2019-11-05 15:21:39.198406
Good
Yes
Monthly
Apartment
2,105
33,859
50
Male
61,870
Married
4
PhD
Employed
23.792172
Urban
Comprehensive
null
3
310
7
2020-11-30 15:21:39.109552
Average
Yes
Weekly
House
1,766
33,860
27
Female
66,941
Divorced
1
PhD
null
37.6539
Rural
Basic
null
0
330
5
2024-05-28 15:21:39.155231
Poor
Yes
Monthly
House
542
33,861
39
Female
658
Divorced
0
Bachelor's
Self-Employed
14.181719
Suburban
Basic
2
6
null
1
2022-03-22 15:21:39.130190
Average
Yes
Daily
Apartment
4,841
33,862
52
Male
5,716
Divorced
null
Bachelor's
Unemployed
44.00157
Rural
Basic
0
17
568
3
2023-11-14 15:21:39.093681
Good
No
Daily
House
1,042
33,863
62
Male
78,924
Married
0
Bachelor's
Self-Employed
null
Urban
Premium
1
12
327
2
2021-11-17 15:21:39.155231
null
Yes
Monthly
Condo
1,770
33,864
36
Male
5,874
Divorced
2
High School
Employed
36.61927
Rural
Premium
null
12
617
3
2020-05-28 15:21:39.165120
Poor
Yes
Weekly
Condo
1,016
33,865
27
Male
8,791
Married
null
PhD
Unemployed
21.611126
Urban
Basic
1
9
762
2
2021-06-28 15:21:39.134960
Poor
No
Weekly
Apartment
1,170
33,866
25
Female
16,962
Married
2
High School
Unemployed
22.453765
Urban
Comprehensive
1
7
516
3
2020-05-01 15:21:39.274993
Poor
Yes
Weekly
Condo
597
33,867
33
Male
28,838
Divorced
2
Bachelor's
Self-Employed
22.692496
Urban
Comprehensive
0
2
null
1
2022-07-26 15:21:39.231531
Poor
Yes
Daily
Apartment
1,793
33,868
24
Male
52,583
Married
null
PhD
Self-Employed
27.991731
Suburban
Comprehensive
1
6
519
5
2022-12-24 15:21:39.286113
null
Yes
Daily
House
2,147
33,869
55
Female
31,656
Married
2
Master's
Unemployed
23.039803
Rural
Basic
0
14
837
5
2024-03-28 15:21:39.199447
Poor
No
Daily
House
917
33,870
31
Male
19,651
Divorced
null
High School
Self-Employed
37.59802
Urban
Premium
1
7
529
1
2021-07-13 15:21:39.247098
Average
No
Rarely
Apartment
282
33,871
32
Female
815
Single
0
PhD
null
null
Rural
Premium
null
5
null
5
2021-05-23 15:21:39.276901
Good
Yes
Daily
House
910
33,872
38
Female
44,726
Married
4
PhD
Unemployed
48.839516
Urban
Comprehensive
null
15
null
5
2022-05-31 15:21:39.279729
Good
Yes
Daily
Condo
674
33,873
60
Female
25,704
Married
0
Master's
Employed
8.686669
Urban
Comprehensive
null
10
404
6
2024-04-11 15:21:39.086123
null
Yes
Monthly
Condo
479
33,874
24
Female
6,629
Married
1
PhD
Employed
7.692729
Suburban
Premium
0
9
750
1
2021-11-06 15:21:39.085129
Poor
No
Monthly
House
4,526
33,875
24
Male
30,490
Married
2
Master's
Self-Employed
6.390816
Urban
Basic
0
14
790
5
2023-11-14 15:21:39.093681
Good
No
Rarely
Apartment
3,107
33,876
32
Female
14,082
Divorced
4
PhD
Employed
16.848183
Suburban
Comprehensive
0
19
704
7
2021-01-30 15:21:39.192212
Poor
No
Daily
House
543
33,877
22
Male
91,743
Married
0
High School
Self-Employed
42.981602
Suburban
Premium
null
1
449
9
2023-01-02 15:21:39.143708
null
Yes
Daily
House
1,139
33,878
61
Female
6,072
Single
2
Bachelor's
Employed
null
Urban
Basic
1
11
727
9
2020-04-23 15:21:39.092127
Average
No
Rarely
Apartment
825
33,879
36
Female
45,639
Divorced
2
Master's
Self-Employed
null
Urban
Comprehensive
3
3
587
2
2021-11-17 15:21:39.134960
Poor
No
Rarely
House
1,361
33,880
34
Female
null
Married
3
High School
Unemployed
45.181048
Suburban
Basic
1
3
420
8
2020-08-06 15:21:39.198406
Poor
Yes
Monthly
Apartment
1,528
33,881
58
Male
16,424
Divorced
0
PhD
Unemployed
28.262411
Suburban
Basic
1
12
576
7
2020-02-28 15:21:39.087123
null
No
Rarely
Condo
453
33,882
46
Female
935
Divorced
0
PhD
null
31.946508
Rural
Premium
null
6
550
7
2024-03-08 15:21:39.086123
Average
No
Daily
Condo
367
33,883
38
Male
26,705
Single
3
Master's
null
37.883407
Urban
Basic
0
14
751
7
2023-09-02 15:21:39.245086
Good
No
Rarely
House
523
33,884
63
Female
27,553
Divorced
1
PhD
Employed
12.824366
Urban
Premium
1
14
779
2
2022-06-19 15:21:39.148733
Poor
Yes
Weekly
House
1,313
33,885
34
Male
16,082
Single
3
High School
Self-Employed
11.958791
Suburban
Basic
1
13
null
8
2020-04-21 15:21:39.117183
Good
No
Daily
House
2,835
33,886
33
Male
27,452
Married
2
Master's
Employed
45.594651
Suburban
Comprehensive
null
7
791
5
2021-03-09 15:21:39.212862
Poor
No
Weekly
Apartment
259
33,887
36
Female
5,712
Single
4
High School
null
26.352681
Suburban
Comprehensive
null
9
400
7
2020-07-02 15:21:39.237118
Good
Yes
Weekly
House
1,217
33,888
39
Male
9,610
Married
null
High School
Employed
20.471
Urban
Premium
0
10
816
9
2020-03-19 15:21:39.194829
Average
Yes
Weekly
Condo
2,802
33,889
27
Female
null
Single
0
High School
Unemployed
21.648225
Urban
Basic
null
13
null
8
2021-07-24 15:21:39.155231
Good
No
Daily
Condo
187
33,890
47
Female
29,894
Divorced
1
PhD
Employed
13.965243
Rural
Premium
0
3
718
8
2023-08-16 15:21:39.237118
Poor
Yes
Daily
Apartment
1,871
33,891
45
Male
5,909
Single
1
PhD
Employed
16.675565
Suburban
Premium
null
10
564
3
2020-12-24 15:21:39.253660
Good
Yes
Weekly
House
1,864
33,892
28
Male
915
Divorced
null
Bachelor's
null
45.011275
Urban
Comprehensive
2
13
720
1
2021-11-07 15:21:39.182597
null
No
Weekly
Apartment
228
33,893
43
Female
61,839
Married
4
Bachelor's
Unemployed
47.548826
Suburban
Comprehensive
1
0
369
3
2020-09-06 15:21:39.281787
Average
No
Daily
Condo
784
33,894
24
Male
18,093
Married
0
Bachelor's
Self-Employed
20.817964
Suburban
Basic
null
7
841
6
2023-10-31 15:21:39.155231
Poor
Yes
Monthly
Apartment
817
33,895
25
Female
54,473
Married
0
High School
Unemployed
16.958285
Rural
Comprehensive
1
9
786
3
2024-07-27 15:21:39.130190
Average
Yes
Rarely
Condo
80
33,896
22
Male
17,458
Married
3
Master's
Unemployed
13.792779
Urban
Premium
0
11
null
4
2021-04-26 15:21:39.092127
Average
Yes
Weekly
House
1,572
33,897
62
Male
55,912
Single
2
Master's
Unemployed
15.460878
Urban
Comprehensive
2
0
490
9
2019-12-20 15:21:39.134960
Poor
No
Rarely
Condo
576
33,898
44
Female
15,696
Divorced
4
Master's
Employed
40.511619
Urban
Basic
1
13
453
4
2023-01-13 15:21:39.248098
Good
Yes
Rarely
House
1,089
33,899
33
Male
1,068
Divorced
1
PhD
Employed
6.717735
Rural
Basic
3
10
739
5
2022-09-04 15:21:39.097737
Good
No
Rarely
Condo
967