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
1,194,800
49
Female
657
Divorced
0
High School
Employed
15.908445
Urban
Premium
1
4
438
8
2021-01-20 15:21:39.172097
Average
No
Rarely
Condo
611
1,194,801
28
Male
82,246
Married
4
Bachelor's
null
46.01511
Rural
Comprehensive
0
14
484
7
2020-04-20 15:21:39.089116
Poor
Yes
Daily
Condo
225
1,194,802
42
Male
40,753
Single
1
Master's
Employed
24.714961
Rural
Basic
2
18
590
3
2020-08-16 15:21:39.155231
Average
No
Monthly
House
2,087
1,194,803
24
Male
5,538
Single
null
PhD
Employed
48.715269
Urban
Basic
0
13
651
4
2022-08-19 15:21:39.155231
Good
Yes
Daily
House
100
1,194,804
54
Male
30,650
Single
4
PhD
null
21.933691
Suburban
Comprehensive
0
17
815
5
2024-07-10 15:21:39.184157
Poor
No
Weekly
Condo
495
1,194,805
null
Female
22,661
Married
null
PhD
null
19.017843
Rural
Comprehensive
1
18
482
8
2023-03-20 15:21:39.134960
Poor
No
Weekly
House
742
1,194,806
18
Male
30,492
Single
4
Master's
null
22.717075
Suburban
Basic
null
0
848
8
2022-02-09 15:21:39.254678
Good
Yes
Weekly
Condo
1,596
1,194,807
60
Female
23,861
Single
4
High School
Self-Employed
30.936895
Rural
Comprehensive
null
15
null
5
2023-10-31 15:21:39.251142
Average
No
Monthly
Apartment
348
1,194,808
48
Female
5,557
Divorced
3
Master's
Employed
30.293344
Rural
Comprehensive
0
17
653
9
2020-01-20 15:21:39.223901
Average
Yes
Rarely
Condo
549
1,194,809
42
Male
14,971
Divorced
null
Master's
Employed
14.410625
Suburban
Comprehensive
0
15
505
4
2020-07-19 15:21:39.190215
Poor
Yes
Rarely
Apartment
2,516
1,194,810
49
Male
null
Single
2
Bachelor's
Employed
46.633535
Urban
Basic
1
18
null
5
2023-12-25 15:21:39.196387
Poor
Yes
Monthly
Condo
291
1,194,811
52
Female
81,459
null
3
High School
Self-Employed
5.93669
Rural
Premium
0
11
731
5
2019-10-15 15:21:39.251142
Average
No
Rarely
House
1,730
1,194,812
62
Female
3,546
Single
0
PhD
Unemployed
19.890442
Rural
Basic
null
11
767
4
2020-11-09 15:21:39.134960
Poor
No
Monthly
Apartment
29
1,194,813
19
Male
1,277
Divorced
0
Master's
Self-Employed
null
Urban
Comprehensive
1
13
754
3
2023-02-14 15:21:39.215386
Good
Yes
Daily
House
1,360
1,194,814
47
Male
82,510
Divorced
2
High School
Unemployed
33.85226
Urban
Basic
1
12
717
5
2022-06-29 15:21:39.166062
Average
Yes
Weekly
Apartment
127
1,194,815
39
Female
46,304
Married
0
Master's
Employed
33.914985
Rural
Comprehensive
2
11
442
2
2021-11-08 15:21:39.171102
Good
No
Daily
Condo
522
1,194,816
null
Male
16,274
Divorced
3
Master's
Self-Employed
18.047966
Suburban
Premium
3
10
590
1
2021-04-17 15:21:39.171102
Good
No
Weekly
House
1,611
1,194,817
31
Male
596
Married
4
PhD
Unemployed
26.856381
Rural
Premium
4
1
744
3
2021-03-18 15:21:39.155231
Average
No
Rarely
House
45
1,194,818
56
Male
11,929
Divorced
3
Master's
null
36.777059
Urban
Basic
0
13
647
6
2023-12-19 15:21:39.134960
null
No
Weekly
Apartment
628
1,194,819
24
Male
61,742
Single
4
PhD
null
33.251602
Suburban
Comprehensive
1
7
444
1
2021-01-14 15:21:39.201446
Good
Yes
Monthly
Apartment
231
1,194,820
60
Male
30,995
Single
3
PhD
Employed
24.944763
Rural
Premium
0
7
698
1
2019-11-25 15:21:39.289099
Average
Yes
Weekly
House
1,641
1,194,821
40
Female
5,911
Divorced
3
Master's
Unemployed
30.907901
Suburban
Comprehensive
null
7
613
4
2023-10-10 15:21:39.254678
Poor
No
Weekly
Condo
2,073
1,194,822
58
Female
14,894
Single
0
Master's
Self-Employed
7.236493
Suburban
Premium
2
7
727
7
2024-02-14 15:21:39.079128
Good
No
Rarely
Condo
1,622
1,194,823
50
Male
43,814
Divorced
null
Master's
null
20.283318
Suburban
Premium
1
14
538
2
2021-08-26 15:21:39.128286
Average
Yes
Rarely
Condo
1,174
1,194,824
37
Female
56,925
Divorced
1
Bachelor's
Employed
20.699034
Urban
Premium
0
17
301
2
2021-01-11 15:21:39.210805
Good
Yes
Rarely
Condo
2,301
1,194,825
63
Male
1,592
Divorced
2
High School
null
24.16596
Suburban
Premium
0
1
442
8
2023-01-30 15:21:39.155231
Average
Yes
Daily
Condo
4,207
1,194,826
44
Male
18,380
Married
4
High School
null
13.385215
Rural
Premium
2
1
null
3
2019-10-10 15:21:39.205850
Poor
No
Rarely
Condo
2,852
1,194,827
30
Male
2,390
Single
1
PhD
Unemployed
8.270791
Rural
Basic
0
8
511
9
2024-06-08 15:21:39.253660
Average
Yes
Daily
Condo
837
1,194,828
35
Female
29,565
Married
1
PhD
Self-Employed
22.452095
Urban
Premium
1
14
833
9
2019-09-16 15:21:39.226954
Average
No
Rarely
Apartment
1,538
1,194,829
47
Male
33,264
Married
3
Master's
null
12.45809
Rural
Premium
1
0
534
6
2022-11-12 15:21:39.191219
Average
No
Monthly
House
860
1,194,830
33
Female
42,471
Divorced
0
PhD
Self-Employed
20.049877
Urban
Basic
0
12
480
7
2023-10-10 15:21:39.090124
Good
Yes
Monthly
Condo
295
1,194,831
48
Female
23,984
Divorced
3
Master's
Employed
39.753729
Suburban
Premium
0
4
582
7
2022-03-25 15:21:39.280784
Good
Yes
Daily
Apartment
2,222
1,194,832
31
Male
null
Single
2
Master's
null
21.09288
Rural
Comprehensive
null
13
786
6
2023-03-18 15:21:39.224915
Good
Yes
Weekly
Apartment
48
1,194,833
59
Male
28,190
Divorced
4
Bachelor's
Unemployed
30.945938
Rural
Basic
2
8
312
7
2021-02-18 15:21:39.131192
Poor
Yes
Rarely
Condo
882
1,194,834
55
Female
30,652
Divorced
1
High School
Self-Employed
21.857218
Urban
Basic
0
3
547
8
2020-08-15 15:21:39.107553
Good
No
Weekly
Condo
623
1,194,835
54
Male
4,926
Divorced
3
Bachelor's
Self-Employed
21.243204
Suburban
Basic
0
19
683
7
2022-05-23 15:21:39.079128
Average
No
Weekly
Apartment
2,238
1,194,836
31
Female
55,366
Divorced
null
High School
Self-Employed
40.79641
Rural
Basic
2
0
566
2
2021-11-23 15:21:39.112553
Good
Yes
Monthly
House
2,330
1,194,837
40
Male
75,460
Married
null
PhD
null
38.890508
Suburban
Premium
0
6
434
9
2019-09-15 15:21:39.131192
Poor
Yes
Daily
Apartment
261
1,194,838
31
Male
8,179
Married
0
Bachelor's
Unemployed
35.689692
Suburban
Basic
0
11
446
8
2024-04-12 15:21:39.165120
Average
No
Weekly
Condo
48
1,194,839
51
Female
10,173
null
3
Master's
Unemployed
43.692537
Suburban
Basic
2
10
639
2
2023-07-17 15:21:39.134960
Poor
No
Rarely
Condo
963
1,194,840
23
Female
93,936
Married
2
Bachelor's
null
34.824203
Urban
Comprehensive
null
1
432
9
2023-12-02 15:21:39.237118
Average
Yes
Weekly
Condo
1,708
1,194,841
20
Female
43,414
Married
3
PhD
Employed
12.930826
Urban
Comprehensive
1
6
642
8
2021-06-09 15:21:39.251142
Average
Yes
Weekly
Apartment
527
1,194,842
60
Female
1,422
Single
0
PhD
Unemployed
26.091949
Urban
Comprehensive
null
7
731
8
2020-03-06 15:21:39.264504
Poor
Yes
Daily
House
3,254
1,194,843
46
Male
3,972
null
0
High School
Unemployed
36.59674
Suburban
Comprehensive
1
1
null
6
2021-10-09 15:21:39.192212
Good
No
Rarely
House
483
1,194,844
20
Female
63,399
Single
null
High School
Self-Employed
9.099911
Urban
Premium
0
12
449
9
2022-03-10 15:21:39.122134
Good
No
Daily
House
956
1,194,845
27
Male
30,997
Divorced
3
Bachelor's
Employed
10.33725
Rural
Comprehensive
2
16
727
6
2023-01-16 15:21:39.228521
Poor
Yes
Daily
Condo
816
1,194,846
25
Male
20,862
Married
0
High School
null
17.03981
Suburban
Basic
null
6
530
9
2021-12-29 15:21:39.150730
Average
No
Daily
Condo
1,038
1,194,847
45
Female
null
Divorced
2
Master's
Unemployed
14.24046
Suburban
Comprehensive
3
14
410
2
2023-06-30 15:21:39.213373
Poor
Yes
Monthly
House
1,338
1,194,848
33
Female
27,923
Divorced
2
PhD
Employed
31.788178
Urban
Premium
0
6
783
8
2022-06-22 15:21:39.105504
Poor
Yes
Monthly
Condo
263
1,194,849
47
Male
132,663
Married
null
Bachelor's
null
25.82427
Suburban
Comprehensive
0
10
506
8
2020-09-21 15:21:39.288099
Poor
Yes
Daily
Apartment
2,412
1,194,850
59
Male
15,456
Divorced
null
PhD
Self-Employed
10.822892
Rural
Premium
2
18
466
5
2024-01-09 15:21:39.155231
Poor
No
Daily
House
657
1,194,851
18
Male
38,212
Single
0
Bachelor's
Unemployed
39.964481
Urban
Comprehensive
null
4
438
6
2021-01-02 15:21:39.206847
Average
Yes
Daily
Apartment
543
1,194,852
30
Female
38,362
Single
4
PhD
Employed
26.153504
Suburban
Comprehensive
1
14
null
1
2023-08-14 15:21:39.254678
Poor
No
Weekly
House
446
1,194,853
63
Female
764
Single
3
PhD
Employed
42.802877
Rural
Comprehensive
1
11
459
5
2020-03-09 15:21:39.124659
Poor
No
Daily
Condo
872
1,194,854
19
Male
26,396
Single
0
PhD
Employed
4.079382
Suburban
Basic
2
8
559
1
2022-03-11 15:21:39.237118
Poor
Yes
Weekly
House
27
1,194,855
59
Male
null
Married
1
Master's
Employed
31.084902
Suburban
Comprehensive
null
13
362
7
2020-05-25 15:21:39.223901
Average
Yes
Monthly
Condo
2,254
1,194,856
20
Male
2,148
Married
4
PhD
Employed
37.657437
Urban
Comprehensive
null
18
528
8
2023-08-17 15:21:39.216387
null
No
Weekly
Apartment
880
1,194,857
37
Female
24,591
Divorced
0
PhD
null
13.283046
Suburban
Comprehensive
1
14
null
8
2024-05-23 15:21:39.236064
Average
No
Daily
Apartment
1,620
1,194,858
27
Female
19,708
Divorced
4
High School
Employed
6.788168
Suburban
Basic
null
18
663
5
2024-02-22 15:21:39.226954
Good
Yes
Rarely
House
858
1,194,859
62
Female
71,825
Divorced
1
High School
Unemployed
21.649715
Urban
Comprehensive
0
8
391
3
2022-09-29 15:21:39.205850
Average
Yes
Rarely
Condo
612
1,194,860
63
Female
6,810
Divorced
0
PhD
Employed
4.265441
Suburban
Premium
4
11
493
5
2020-09-20 15:21:39.084065
Poor
Yes
Rarely
Condo
588
1,194,861
64
Male
7,881
Divorced
1
High School
Employed
18.152731
Suburban
Basic
2
14
495
3
2021-08-14 15:21:39.237118
Average
Yes
Daily
Apartment
1,883
1,194,862
29
Male
2,414
Divorced
0
Bachelor's
Unemployed
39.240129
Suburban
Premium
null
12
329
2
2023-10-18 15:21:39.261856
Average
Yes
Weekly
House
568
1,194,863
54
Male
63,372
Divorced
1
Bachelor's
Self-Employed
23.897666
Suburban
Premium
1
5
382
6
2024-08-07 15:21:39.274993
Poor
Yes
Daily
Condo
654
1,194,864
64
Female
31,187
Divorced
4
Bachelor's
Self-Employed
13.444905
Urban
Premium
null
6
582
6
2023-08-18 15:21:39.261856
Good
No
Weekly
Apartment
2,385
1,194,865
49
Female
103,897
Divorced
4
High School
Unemployed
44.992335
Rural
Premium
2
2
644
4
2023-09-16 15:21:39.112553
Average
No
Rarely
Apartment
26
1,194,866
57
Male
141,161
Married
4
PhD
Unemployed
16.804418
Urban
Basic
null
18
709
9
2023-01-17 15:21:39.173834
Average
Yes
Monthly
Condo
4,930
1,194,867
39
Female
6,968
Single
3
Bachelor's
null
23.744661
Urban
Premium
0
19
743
7
2023-02-01 15:21:39.134960
Average
No
Rarely
House
854
1,194,868
34
Male
5,865
Married
2
Bachelor's
null
22.929045
Rural
Comprehensive
0
17
473
5
2022-03-02 15:21:39.176717
Average
No
Monthly
Condo
247
1,194,869
54
Female
4,988
Married
3
PhD
Unemployed
9.010619
Rural
Basic
0
12
604
6
2020-11-22 15:21:39.155231
Poor
Yes
Rarely
House
703
1,194,870
23
Female
106,548
Single
2
Master's
Unemployed
22.876183
Urban
Premium
2
1
433
3
2019-11-28 15:21:39.147735
Poor
Yes
Monthly
Condo
1,211
1,194,871
33
Female
25,571
Married
4
Bachelor's
Unemployed
35.929122
Rural
Basic
0
6
838
7
2024-07-11 15:21:39.155231
Poor
Yes
Rarely
Apartment
537
1,194,872
44
Female
18,340
Married
0
PhD
Self-Employed
11.555526
Rural
Comprehensive
2
15
846
3
2023-08-21 15:21:39.094752
Good
No
Weekly
House
964
1,194,873
27
Male
32,653
Divorced
2
Master's
Employed
18.919605
Suburban
Comprehensive
null
10
696
9
2023-08-07 15:21:39.261856
Good
Yes
Daily
Condo
434
1,194,874
26
Male
13,693
Divorced
3
PhD
Self-Employed
21.89816
Rural
Premium
null
4
349
1
2019-10-29 15:21:39.090124
Poor
Yes
Rarely
Condo
30
1,194,875
23
Male
15,914
Married
1
High School
Employed
9.895129
Rural
Comprehensive
0
16
745
4
2020-11-07 15:21:39.190215
Good
Yes
Daily
Apartment
1,624
1,194,876
44
Female
95,939
Married
4
Master's
Self-Employed
51.065975
Suburban
Comprehensive
1
16
551
7
2023-12-23 15:21:39.283783
Poor
No
Rarely
Apartment
934
1,194,877
32
Male
29,294
Divorced
3
Master's
null
31.753054
Urban
Comprehensive
1
12
522
3
2024-07-29 15:21:39.210805
Average
No
Rarely
Condo
1,494
1,194,878
39
Male
14,063
Divorced
4
PhD
null
49.723709
Rural
Premium
null
3
738
3
2023-08-22 15:21:39.101733
Poor
No
Weekly
Condo
1,444
1,194,879
23
Male
53,877
Married
3
Bachelor's
Self-Employed
16.038415
Urban
Comprehensive
null
11
428
2
2022-01-10 15:21:39.202448
Good
No
Daily
Condo
2,318
1,194,880
41
Female
null
Married
3
Bachelor's
Unemployed
null
Suburban
Basic
null
14
805
9
2024-03-19 15:21:39.168099
Average
Yes
Rarely
Apartment
3,922
1,194,881
50
Female
12,881
Single
4
High School
null
21.580974
Urban
Comprehensive
0
16
null
7
2022-09-12 15:21:39.187211
Good
No
Rarely
Apartment
479
1,194,882
44
Male
43,564
Single
4
PhD
null
18.547381
Urban
Premium
null
4
471
6
2021-09-10 15:21:39.280784
Poor
Yes
Rarely
House
1,786
1,194,883
62
Male
39,649
Divorced
2
PhD
null
17.75356
Rural
Premium
0
15
828
6
2020-05-06 15:21:39.134960
Poor
No
Rarely
Apartment
1,076
1,194,884
49
Female
20,672
Divorced
4
High School
Employed
16.251366
Urban
Basic
null
4
796
8
2019-09-13 15:21:39.155231
Average
Yes
Rarely
Condo
1,739
1,194,885
23
Male
33,489
Single
2
High School
Self-Employed
9.914996
Rural
Comprehensive
0
19
685
9
2024-04-30 15:21:39.216387
Poor
Yes
Rarely
House
466
1,194,886
50
Male
4,046
Divorced
1
PhD
Unemployed
15.933861
Urban
Premium
null
0
null
2
2021-04-15 15:21:39.226954
Good
No
Rarely
Apartment
2,458
1,194,887
49
Female
1,269
Divorced
0
Bachelor's
Unemployed
14.337965
Suburban
Premium
0
1
509
4
2021-01-09 15:21:39.236064
null
Yes
Monthly
Condo
1,112
1,194,888
64
Male
3,634
Single
0
PhD
null
23.958704
Urban
Basic
0
9
489
8
2023-04-19 15:21:39.134960
Average
Yes
Rarely
Apartment
289
1,194,889
30
Female
29,593
Married
2
Bachelor's
Employed
19.270375
Rural
Premium
1
2
473
6
2023-12-14 15:21:39.286113
Average
Yes
Weekly
House
619
1,194,890
30
Female
63,379
Single
0
Master's
null
40.092302
Urban
Premium
0
1
468
1
2020-12-18 15:21:39.085129
Average
No
Rarely
Apartment
2,957
1,194,891
48
Female
658
Divorced
1
Master's
Unemployed
16.156687
Urban
Premium
3
10
null
5
2023-04-12 15:21:39.134960
Average
Yes
Weekly
Condo
814
1,194,892
43
Female
18,405
Divorced
4
High School
null
41.791445
Suburban
Basic
0
15
563
7
2021-07-24 15:21:39.281787
Average
Yes
Rarely
Apartment
1,338
1,194,893
58
Female
92,557
Married
3
Bachelor's
Unemployed
12.497961
Urban
Comprehensive
2
3
null
2
2023-01-04 15:21:39.244069
Good
No
Daily
House
2,136
1,194,894
26
Male
12,206
Single
4
PhD
Unemployed
18.737147
Rural
Basic
0
2
null
4
2021-10-01 15:21:39.253660
Poor
Yes
Monthly
Condo
1,817
1,194,895
61
Male
57,778
Divorced
1
Bachelor's
null
7.989944
Urban
Comprehensive
2
6
433
3
2021-07-10 15:21:39.155231
Good
Yes
Daily
Apartment
1,149
1,194,896
54
Male
25,480
Single
0
Master's
null
16.476778
Urban
Comprehensive
0
16
null
1
2024-02-04 15:21:39.268507
Good
Yes
Daily
House
1,518
1,194,897
56
Male
null
Divorced
4
High School
Unemployed
27.726852
Urban
Comprehensive
null
5
373
3
2024-02-10 15:21:39.096739
Good
No
Monthly
House
1,138
1,194,898
34
Male
2,571
Divorced
0
Master's
Employed
null
Rural
Premium
3
13
590
3
2022-04-06 15:21:39.249100
Poor
Yes
Weekly
House
382
1,194,899
20
Male
23,013
Single
null
High School
Employed
24.524435
Rural
Premium
null
8
366
6
2022-10-25 15:21:39.196387
Good
Yes
Weekly
Apartment
1,540