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
1,197,900
42
Female
35,139
Divorced
3
Bachelor's
Unemployed
9.818401
Rural
Comprehensive
null
14
801
3
2023-08-01 15:21:39.189223
Good
Yes
Monthly
House
1,102
1,197,901
50
Female
93,825
Single
0
Bachelor's
Self-Employed
25.977762
Rural
Comprehensive
null
14
476
2
2021-07-01 15:21:39.167099
Poor
Yes
Monthly
Apartment
3,380
1,197,902
48
Female
527
Single
3
PhD
Unemployed
14.144868
Urban
Comprehensive
0
3
648
4
2021-04-13 15:21:39.259788
Good
Yes
Rarely
House
4,981
1,197,903
55
Female
758
Divorced
3
Master's
Employed
46.83789
Urban
Comprehensive
null
13
null
1
2022-02-08 15:21:39.176717
null
No
Rarely
Apartment
1,534
1,197,904
20
Female
17,338
Divorced
4
PhD
Employed
48.662689
Urban
Premium
1
17
709
8
2022-11-01 15:21:39.237118
Poor
No
Weekly
House
626
1,197,905
58
Female
17,094
Divorced
4
High School
Unemployed
15.966585
Rural
Premium
null
5
533
6
2023-01-05 15:21:39.231531
Average
Yes
Rarely
House
1,622
1,197,906
21
Female
5,128
Divorced
4
Master's
Employed
21.283514
Urban
Basic
3
13
846
8
2020-09-04 15:21:39.079128
Poor
No
Weekly
Apartment
874
1,197,907
27
Male
72,908
Single
3
PhD
null
31.489929
Rural
Comprehensive
0
8
345
9
2021-11-23 15:21:39.177724
Good
Yes
Monthly
Condo
129
1,197,908
30
Male
2,770
Single
1
Master's
Unemployed
35.87879
Rural
Comprehensive
null
8
313
6
2022-03-23 15:21:39.129190
Good
No
Monthly
House
38
1,197,909
26
Female
49,087
Divorced
4
PhD
Unemployed
22.908986
Urban
Premium
null
1
392
4
2022-10-06 15:21:39.206847
Average
No
Rarely
House
68
1,197,910
43
Female
115,842
Married
4
PhD
null
7.839694
Urban
Basic
0
13
310
9
2024-02-19 15:21:39.085129
Good
Yes
Rarely
House
112
1,197,911
53
Male
6,212
Married
3
Bachelor's
null
34.583203
Urban
Basic
2
5
712
8
2024-05-21 15:21:39.272456
Average
Yes
Weekly
Apartment
1,330
1,197,912
61
Male
34
Married
0
High School
null
51.093402
Rural
Premium
null
14
430
1
2022-05-20 15:21:39.244069
Good
Yes
Weekly
House
1,668
1,197,913
55
Male
46,434
Single
3
Bachelor's
Unemployed
21.636586
Urban
Comprehensive
1
11
832
5
2024-04-05 15:21:39.155231
Poor
No
Weekly
House
397
1,197,914
40
Male
52,341
Single
4
Bachelor's
Employed
47.360059
Rural
Premium
0
9
568
1
2023-05-11 15:21:39.169102
Good
Yes
Daily
House
344
1,197,915
21
Female
42,399
Divorced
4
Bachelor's
Employed
24.754742
Suburban
Comprehensive
null
18
null
6
2023-11-27 15:21:39.266452
Average
Yes
Daily
Apartment
1,861
1,197,916
28
Female
65,886
Married
4
Bachelor's
null
22.141173
Urban
Comprehensive
null
6
343
9
2020-06-26 15:21:39.182597
Good
Yes
Rarely
House
1,824
1,197,917
34
Male
29,093
Divorced
4
PhD
Self-Employed
6.481957
Rural
Basic
0
13
394
4
2019-12-26 15:21:39.261856
Poor
Yes
Rarely
House
537
1,197,918
45
Female
9,862
Single
4
Bachelor's
null
25.572265
Urban
Comprehensive
1
16
822
5
2020-11-22 15:21:39.264504
Poor
No
Daily
House
1,522
1,197,919
30
Female
101
Married
0
Bachelor's
Self-Employed
33.058658
Suburban
Basic
1
19
689
4
2022-03-25 15:21:39.134960
Good
Yes
Weekly
Apartment
346
1,197,920
21
Male
43,463
Single
0
Bachelor's
Employed
32.988979
Rural
Comprehensive
0
13
783
8
2021-07-29 15:21:39.182597
Average
Yes
Daily
Apartment
1,753
1,197,921
null
Male
9,894
Married
4
High School
null
20.537907
Urban
Comprehensive
2
5
667
1
2019-10-06 15:21:39.233485
Average
Yes
Monthly
Apartment
3,473
1,197,922
18
Female
3,264
Single
null
PhD
Unemployed
36.844632
Rural
Comprehensive
1
8
489
4
2023-11-30 15:21:39.134960
Poor
No
Monthly
House
168
1,197,923
52
Female
39,259
Single
1
Bachelor's
Self-Employed
11.081647
Urban
Comprehensive
null
18
839
3
2021-09-12 15:21:39.134960
Average
No
Weekly
House
1,240
1,197,924
23
Female
4,534
Single
0
High School
Unemployed
null
Urban
Basic
0
14
566
5
2022-09-19 15:21:39.228521
Poor
Yes
Weekly
Apartment
932
1,197,925
41
Male
48,669
Single
3
Bachelor's
Unemployed
23.814831
Suburban
Comprehensive
1
5
334
9
2024-07-19 15:21:39.087123
Poor
No
Daily
House
33
1,197,926
58
Female
17,839
Divorced
3
Bachelor's
null
31.979656
Rural
Basic
1
12
303
2
2024-01-22 15:21:39.206847
Poor
Yes
Rarely
Apartment
1,505
1,197,927
null
Female
103,941
Divorced
null
High School
Employed
49.29338
Rural
Comprehensive
3
11
731
6
2024-04-24 15:21:39.134960
Poor
Yes
Monthly
Condo
3,475
1,197,928
29
Female
39,295
Divorced
4
Master's
Self-Employed
23.943172
Suburban
Basic
3
18
623
7
2023-01-09 15:21:39.263607
Poor
No
Monthly
Condo
2,217
1,197,929
19
Female
44,636
Single
1
PhD
null
null
Rural
Basic
2
10
null
7
2021-11-20 15:21:39.190215
Poor
Yes
Monthly
Condo
788
1,197,930
28
Male
1,574
Single
0
Master's
Unemployed
null
Suburban
Comprehensive
1
3
632
9
2021-04-22 15:21:39.120168
Average
Yes
Rarely
Apartment
631
1,197,931
30
Male
16,054
Divorced
3
Master's
null
31.836166
Urban
Basic
null
1
598
3
2019-10-08 15:21:39.200452
Good
Yes
Daily
Condo
3,276
1,197,932
53
Male
81,286
Single
4
PhD
Employed
24.56487
Rural
Basic
null
6
696
8
2024-02-15 15:21:39.121169
Average
Yes
Weekly
House
359
1,197,933
44
Female
25,554
Single
1
Bachelor's
null
45.099205
Rural
Premium
0
3
718
7
2023-10-23 15:21:39.155231
Poor
Yes
Rarely
Condo
991
1,197,934
38
Male
6,536
Married
3
Master's
null
22.836544
Rural
Comprehensive
null
5
817
7
2022-11-23 15:21:39.249100
Good
Yes
Monthly
Apartment
1,124
1,197,935
32
Female
45,923
Divorced
0
Bachelor's
Employed
41.074085
Rural
Premium
null
5
798
1
2022-07-26 15:21:39.134960
Average
Yes
Weekly
Condo
1,338
1,197,936
36
Male
3,908
Single
1
PhD
Unemployed
17.919186
Suburban
Basic
0
17
819
4
2023-02-16 15:21:39.181605
Good
No
Daily
Condo
431
1,197,937
58
Male
36,349
Married
0
High School
Employed
16.967498
Suburban
Comprehensive
1
12
636
7
2024-03-28 15:21:39.150730
Average
Yes
Rarely
Condo
1,134
1,197,938
24
Female
11,077
Divorced
null
PhD
Unemployed
34.938899
Urban
Comprehensive
null
19
791
7
2023-09-22 15:21:39.187211
Poor
No
Daily
Apartment
481
1,197,939
53
Male
43,001
Married
3
Bachelor's
null
15.939576
Rural
Comprehensive
1
8
null
3
2023-02-22 15:21:39.164044
Good
No
Monthly
House
227
1,197,940
64
Female
82,931
Married
2
High School
null
4.814019
Suburban
Basic
2
14
449
2
2021-02-06 15:21:39.274993
Average
Yes
Rarely
House
1,605
1,197,941
45
Female
59,908
Married
0
Bachelor's
Unemployed
19.601781
Rural
Comprehensive
2
17
636
3
2022-01-02 15:21:39.201446
Good
No
Rarely
Apartment
3,115
1,197,942
32
Male
6,095
Married
1
Master's
Unemployed
null
Suburban
Comprehensive
null
16
846
7
2022-10-07 15:21:39.093681
Poor
No
Monthly
Condo
495
1,197,943
null
Male
35,244
Single
1
PhD
Unemployed
null
Urban
Comprehensive
0
6
628
4
2022-08-28 15:21:39.188220
Poor
Yes
Monthly
Apartment
1,110
1,197,944
34
Male
131,455
Divorced
null
Master's
Unemployed
37.072159
Urban
Premium
2
17
804
7
2023-12-25 15:21:39.282785
Good
No
Rarely
Apartment
147
1,197,945
19
Male
10,378
Married
4
Master's
Unemployed
11.898473
Rural
Basic
3
10
545
4
2021-06-01 15:21:39.097737
Poor
No
Monthly
Condo
364
1,197,946
33
Female
34,187
Married
4
PhD
null
27.591625
Rural
Comprehensive
0
9
515
5
2022-02-12 15:21:39.194829
Poor
No
Daily
Apartment
2,908
1,197,947
45
Female
26,296
Divorced
1
Master's
null
6.290034
Urban
Comprehensive
1
4
748
8
2024-03-23 15:21:39.253660
Good
No
Weekly
Condo
1,355
1,197,948
40
Male
6,791
Married
4
Master's
Employed
24.824598
Urban
Comprehensive
2
15
463
7
2020-10-09 15:21:39.090124
Poor
No
Weekly
Apartment
661
1,197,949
31
Female
24,986
Married
4
PhD
Self-Employed
21.693003
Suburban
Comprehensive
1
7
746
3
2022-06-12 15:21:39.235012
Poor
Yes
Weekly
Condo
304
1,197,950
36
Male
null
Divorced
3
Master's
null
8.680037
Suburban
Premium
2
10
354
8
2023-01-17 15:21:39.155231
Poor
No
Daily
Condo
1,350
1,197,951
32
Female
83,884
Divorced
1
Master's
Self-Employed
27.90786
Urban
Basic
null
8
469
3
2019-08-29 15:21:39.120168
null
Yes
Rarely
House
754
1,197,952
45
Female
33,815
Divorced
1
High School
Unemployed
51.152388
Rural
Comprehensive
1
15
null
2
2021-07-05 15:21:39.155231
Poor
No
Weekly
House
3,367
1,197,953
51
Male
20,378
Single
1
Master's
Employed
44.937922
Rural
Premium
null
10
522
5
2022-05-09 15:21:39.184157
Poor
No
Daily
Condo
1,289
1,197,954
25
Female
17,069
Divorced
3
Master's
null
15.129734
Rural
Premium
null
15
626
8
2021-02-13 15:21:39.261856
Poor
No
Monthly
Condo
644
1,197,955
57
Male
63,868
Divorced
2
Master's
Unemployed
26.858915
Rural
Basic
2
13
802
9
2019-10-29 15:21:39.173834
Poor
No
Monthly
House
431
1,197,956
26
Female
5,081
Married
4
PhD
null
36.186627
Urban
Comprehensive
0
7
405
5
2019-10-16 15:21:39.289099
Poor
No
Rarely
House
1,733
1,197,957
18
Female
47,832
Married
2
High School
Unemployed
28.835165
Urban
Comprehensive
3
10
548
8
2021-04-24 15:21:39.155231
Poor
Yes
Monthly
House
287
1,197,958
37
Male
36,376
Divorced
3
PhD
null
23.735998
Urban
Basic
null
11
466
4
2022-12-01 15:21:39.187211
Poor
No
Weekly
Apartment
1,548
1,197,959
39
Male
5,911
Married
3
Master's
Self-Employed
48.612937
Urban
Comprehensive
0
14
820
8
2023-11-11 15:21:39.224915
null
No
Daily
House
1,722
1,197,960
49
Female
3,683
Married
4
Bachelor's
Self-Employed
49.395569
Suburban
Basic
5
0
741
9
2020-03-28 15:21:39.207847
Poor
No
Weekly
House
2,481
1,197,961
25
Male
16,101
Married
2
Master's
Unemployed
null
Rural
Premium
0
1
534
3
2021-05-13 15:21:39.155231
Average
No
Monthly
House
728
1,197,962
20
Male
95,817
null
0
High School
null
46.694797
Suburban
Comprehensive
3
5
433
3
2019-12-16 15:21:39.155231
Poor
No
Monthly
Apartment
391
1,197,963
33
Male
10,461
Married
3
High School
Self-Employed
17.737872
Rural
Comprehensive
null
11
340
8
2023-08-28 15:21:39.119168
Poor
No
Rarely
Condo
1,228
1,197,964
34
Female
30,120
Married
4
High School
Employed
15.643111
Urban
Basic
1
2
626
2
2021-08-05 15:21:39.189223
Average
Yes
Rarely
Condo
151
1,197,965
23
Female
758
Married
3
Bachelor's
null
8.065951
Urban
Premium
2
7
null
1
2023-10-30 15:21:39.192212
Average
No
Monthly
House
377
1,197,966
58
Female
83,867
Divorced
4
PhD
Self-Employed
19.812996
Urban
Basic
null
13
456
4
2023-03-02 15:21:39.134960
Average
Yes
Monthly
Condo
1,298
1,197,967
64
Male
67,782
Married
0
Bachelor's
Self-Employed
33.876999
Rural
Basic
null
7
473
9
2020-03-23 15:21:39.228467
Good
No
Monthly
House
2,561
1,197,968
19
Male
21,150
Married
null
High School
Employed
29.495763
Urban
Premium
0
16
771
4
2021-07-05 15:21:39.096739
null
No
Daily
Condo
720
1,197,969
37
Female
38,572
Single
4
PhD
null
34.812335
Rural
Comprehensive
0
3
774
2
2020-09-01 15:21:39.154008
Good
Yes
Rarely
Apartment
1,779
1,197,970
60
Male
1,634
Divorced
4
Bachelor's
Self-Employed
20.66298
Suburban
Comprehensive
0
5
420
8
2020-11-05 15:21:39.221386
Good
No
Monthly
Condo
798
1,197,971
37
Female
27,861
Divorced
4
Master's
Unemployed
15.847871
Urban
Premium
2
10
780
8
2023-02-12 15:21:39.096739
Average
No
Rarely
Condo
3,733
1,197,972
21
Female
21,303
Married
4
High School
Self-Employed
25.275416
Suburban
Comprehensive
3
1
733
9
2023-11-16 15:21:39.149731
Average
Yes
Monthly
Condo
511
1,197,973
50
Female
6,092
Married
1
High School
null
17.264088
Urban
Basic
1
18
null
9
2021-11-17 15:21:39.237118
Average
No
Monthly
Condo
884
1,197,974
36
Male
1,019
Single
2
Master's
Self-Employed
39.503787
Suburban
Premium
0
3
null
3
2023-04-12 15:21:39.098696
Good
Yes
Rarely
House
2,122
1,197,975
41
Male
2,944
Married
4
PhD
null
18.402378
Suburban
Comprehensive
null
0
569
1
2023-09-20 15:21:39.155231
Good
Yes
Rarely
Apartment
394
1,197,976
51
Female
44,976
Divorced
3
High School
Unemployed
33.639141
Suburban
Comprehensive
1
18
783
9
2023-08-27 15:21:39.116179
Average
Yes
Monthly
Condo
459
1,197,977
19
Male
40,777
Married
1
PhD
null
null
Suburban
Premium
2
13
810
2
2022-02-16 15:21:39.177724
null
No
Monthly
House
708
1,197,978
38
Male
20,982
Married
3
Master's
null
29.086469
Suburban
Premium
null
18
462
7
2022-11-07 15:21:39.155231
Good
Yes
Daily
Condo
1,728
1,197,979
56
Female
38,584
Divorced
4
PhD
Unemployed
19.813199
Rural
Premium
null
19
null
9
2021-02-04 15:21:39.261856
Good
Yes
Weekly
House
713
1,197,980
43
Female
61,680
Married
4
Master's
Employed
43.189568
Suburban
Basic
2
0
506
9
2023-02-10 15:21:39.209847
null
No
Rarely
Apartment
946
1,197,981
48
Female
16,076
Divorced
4
High School
null
24.837631
Urban
Basic
1
18
null
5
2021-06-28 15:21:39.188220
Poor
Yes
Rarely
Condo
822
1,197,982
28
Female
10,009
Divorced
0
PhD
null
36.245219
Urban
Premium
0
3
454
7
2020-09-10 15:21:39.155231
Average
No
Weekly
Apartment
815
1,197,983
43
Female
9,051
Married
4
High School
Unemployed
21.527221
Urban
Premium
1
2
null
3
2020-03-28 15:21:39.223901
Average
Yes
Weekly
House
1,348
1,197,984
38
Male
18,175
Single
2
PhD
null
30.141507
Urban
Basic
2
4
null
4
2021-12-11 15:21:39.237118
Poor
No
Monthly
House
735
1,197,985
36
Male
49,537
Married
3
High School
Employed
46.551487
Urban
Basic
null
17
319
7
2021-07-09 15:21:39.148733
Poor
Yes
Weekly
Apartment
2,866
1,197,986
45
Female
33,307
Single
2
High School
null
12.672772
Suburban
Comprehensive
0
0
786
4
2021-06-19 15:21:39.125660
Average
No
Rarely
House
316
1,197,987
47
Female
4,417
Divorced
0
PhD
null
8.121863
Urban
Premium
0
6
558
7
2020-08-22 15:21:39.155231
Good
Yes
Daily
Condo
28
1,197,988
49
Female
45,511
Single
null
High School
null
12.953438
Suburban
Basic
1
13
798
5
2024-01-24 15:21:39.237118
Poor
Yes
Monthly
Apartment
984
1,197,989
52
Male
123,933
Single
2
High School
Employed
25.264976
Suburban
Comprehensive
1
5
473
9
2022-12-30 15:21:39.171102
Poor
Yes
Rarely
House
1,863
1,197,990
40
Male
44,214
Divorced
1
High School
Unemployed
15.061856
Urban
Comprehensive
1
18
758
9
2022-12-28 15:21:39.133866
Good
No
Weekly
Condo
1,025
1,197,991
35
Female
1,335
Married
1
High School
null
28.368068
Suburban
Premium
null
8
637
1
2021-06-06 15:21:39.125660
Good
No
Monthly
Condo
30
1,197,992
42
Female
20,243
Single
3
Bachelor's
Employed
9.527371
Suburban
Comprehensive
3
16
626
2
2022-10-02 15:21:39.244069
Average
No
Weekly
Condo
1,853
1,197,993
60
Male
71,864
Married
0
Bachelor's
Unemployed
40.779856
Urban
Basic
0
7
533
1
2023-02-28 15:21:39.252145
Good
No
Weekly
Condo
49
1,197,994
63
Female
1,326
Married
2
Master's
null
50.389892
Suburban
Premium
2
4
null
2
2023-04-22 15:21:39.134960
Average
Yes
Monthly
House
1,256
1,197,995
51
Male
39,280
Married
0
Bachelor's
Employed
12.263783
Rural
Basic
null
11
798
8
2023-12-11 15:21:39.279729
Poor
Yes
Weekly
Apartment
1,604
1,197,996
53
Male
93,499
Divorced
4
Master's
Unemployed
26.129858
Suburban
Comprehensive
1
14
null
4
2019-09-29 15:21:39.130190
Poor
Yes
Weekly
Apartment
2,224
1,197,997
43
Male
5,968
Divorced
null
High School
Self-Employed
8.26382
Suburban
Basic
1
9
611
8
2021-02-11 15:21:39.155231
Poor
No
Weekly
Apartment
583
1,197,998
null
Female
1,780
Married
0
High School
Employed
16.934896
Urban
Basic
2
17
793
8
2024-02-26 15:21:39.189223
Poor
Yes
Rarely
House
930
1,197,999
24
Male
80,548
Divorced
4
PhD
Unemployed
29.945758
Urban
Basic
null
8
372
3
2021-06-29 15:21:39.114118
Good
No
Daily
House
511