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
6,800
51
Female
3,811
Divorced
2
Master's
Self-Employed
21.819339
Suburban
Comprehensive
null
0
427
2
2022-05-31 15:21:39.128286
Average
No
Weekly
Apartment
902
6,801
39
Male
14,058
Single
2
PhD
null
20.473937
Suburban
Premium
2
7
575
6
2023-10-05 15:21:39.082499
Average
No
Rarely
Apartment
3,749
6,802
47
Female
44,984
Married
2
Bachelor's
null
8.623916
Suburban
Premium
1
19
null
4
2020-08-31 15:21:39.172097
Poor
Yes
Monthly
Apartment
657
6,803
37
Male
147,927
Single
4
Bachelor's
null
37.934683
Rural
Premium
2
15
446
1
2021-07-27 15:21:39.187211
Average
No
Rarely
Apartment
4,786
6,804
35
Female
4,541
Married
1
PhD
Employed
20.716331
Urban
Comprehensive
0
5
728
9
2022-09-25 15:21:39.233998
null
Yes
Rarely
House
337
6,805
57
Male
9,076
Married
0
Master's
Employed
17.619356
Suburban
Comprehensive
0
17
849
3
2021-09-08 15:21:39.168099
Good
Yes
Daily
House
515
6,806
27
Male
14,054
Divorced
1
High School
Unemployed
8.242752
Suburban
Premium
3
14
573
9
2023-09-03 15:21:39.122134
Average
Yes
Weekly
Condo
1,466
6,807
30
Female
27,430
Single
0
High School
Unemployed
6.829832
Suburban
Basic
0
15
559
8
2020-11-22 15:21:39.246098
Average
No
Weekly
Apartment
464
6,808
42
Female
34,956
Divorced
3
High School
Employed
10.092273
Rural
Comprehensive
1
16
751
6
2021-10-08 15:21:39.102694
Poor
Yes
Weekly
House
1,355
6,809
27
Male
15,507
Married
4
Bachelor's
Employed
26.858596
Urban
Basic
0
19
762
5
2022-06-24 15:21:39.098696
Poor
Yes
Monthly
House
1,020
6,810
52
Female
2,445
Single
null
Bachelor's
Employed
34.749075
Rural
Premium
1
8
696
1
2023-02-24 15:21:39.237118
null
Yes
Rarely
Condo
2,693
6,811
42
Male
545
Married
0
PhD
Self-Employed
null
Suburban
Premium
2
0
543
6
2021-04-07 15:21:39.155231
Poor
No
Rarely
House
811
6,812
40
Female
24,359
Single
4
PhD
Unemployed
25.455871
Suburban
Comprehensive
null
0
687
7
2022-12-27 15:21:39.132191
Good
Yes
Monthly
Apartment
589
6,813
33
Male
38
Single
0
PhD
Unemployed
42.654068
Suburban
Basic
1
7
693
2
2024-06-14 15:21:39.221386
Poor
Yes
Daily
Condo
517
6,814
62
Female
74,483
Divorced
2
Master's
Employed
26.125866
Urban
Premium
0
4
419
7
2020-02-11 15:21:39.237118
Average
No
Daily
Condo
1,069
6,815
39
Male
86,096
Single
0
Master's
null
16.848697
Suburban
Comprehensive
2
14
775
5
2023-11-03 15:21:39.172097
Poor
No
Weekly
Condo
1,855
6,816
43
Female
7,073
null
0
Bachelor's
Self-Employed
22.84326
Suburban
Basic
null
18
598
7
2023-02-04 15:21:39.106582
Poor
No
Daily
Apartment
1,319
6,817
27
Male
75,920
Married
3
Master's
null
27.846226
Urban
Basic
0
19
433
2
2023-08-29 15:21:39.126661
Poor
No
Daily
Apartment
514
6,818
35
Female
36,384
Married
3
Master's
Unemployed
10.12952
Suburban
Comprehensive
0
11
778
1
2023-01-20 15:21:39.236064
null
No
Weekly
Condo
921
6,819
38
Female
63,362
Single
1
PhD
Unemployed
26.889435
Rural
Comprehensive
2
2
730
9
2023-06-25 15:21:39.177724
Average
Yes
Daily
Apartment
49
6,820
60
Female
39,766
Divorced
2
Bachelor's
Employed
38.998879
Urban
Basic
null
16
588
4
2020-09-28 15:21:39.224915
Poor
Yes
Monthly
House
1,706
6,821
23
Male
5,730
Divorced
2
Master's
null
13.596524
Urban
Premium
null
1
434
7
2022-05-09 15:21:39.155231
Average
No
Weekly
House
661
6,822
28
Male
3,617
Divorced
4
Master's
Unemployed
30.38282
Suburban
Basic
0
16
null
2
2021-11-20 15:21:39.097737
null
No
Rarely
Condo
32
6,823
35
Male
15,963
Single
1
Master's
Self-Employed
35.76446
Suburban
Basic
1
7
482
6
2020-11-25 15:21:39.208842
Poor
Yes
Weekly
Apartment
635
6,824
24
Male
25,602
Married
2
Bachelor's
null
34.076168
Suburban
Basic
0
7
475
6
2022-12-25 15:21:39.255696
Good
No
Rarely
House
52
6,825
52
Female
6,054
Married
3
PhD
Self-Employed
30.938894
Rural
Comprehensive
0
10
761
9
2023-01-26 15:21:39.226954
Average
Yes
Daily
Condo
466
6,826
42
Female
24,002
Married
2
Bachelor's
Employed
7.490188
Rural
Premium
0
10
541
4
2023-05-28 15:21:39.219432
Good
No
Daily
House
256
6,827
32
Female
10,147
Single
3
Bachelor's
Unemployed
11.548736
Rural
Basic
null
12
841
6
2023-09-16 15:21:39.188220
Good
No
Weekly
Apartment
546
6,828
25
Female
12,891
Divorced
1
Master's
null
21.766311
Urban
Comprehensive
null
1
793
6
2020-09-06 15:21:39.091080
null
No
Daily
Apartment
1,342
6,829
62
Male
23,104
Married
0
PhD
Employed
19.836652
Urban
Premium
null
16
314
9
2022-10-28 15:21:39.155231
Average
Yes
Rarely
Apartment
2,976
6,830
39
Male
71,914
Married
4
Master's
Unemployed
25.146041
Rural
Basic
2
11
459
3
2021-05-15 15:21:39.109552
null
Yes
Monthly
House
664
6,831
47
Female
45,260
Single
1
PhD
Self-Employed
17.749696
Suburban
Basic
null
6
354
4
2023-09-10 15:21:39.134960
Average
No
Rarely
Apartment
1,244
6,832
34
Female
37,659
Divorced
null
High School
Employed
28.777557
Rural
Premium
1
3
562
9
2022-03-29 15:21:39.170099
null
Yes
Daily
Condo
2,031
6,833
29
Female
57,711
Divorced
4
PhD
null
18.81341
Suburban
Basic
0
6
746
5
2023-05-11 15:21:39.149731
Average
No
Weekly
House
392
6,834
19
Male
30,870
Married
4
PhD
Self-Employed
14.868285
Urban
Comprehensive
0
8
812
2
2023-08-27 15:21:39.146733
Average
Yes
Rarely
Apartment
785
6,835
49
Male
34,315
Married
3
PhD
Self-Employed
13.003077
Urban
Comprehensive
1
4
null
3
2022-12-14 15:21:39.237118
Average
No
Monthly
Apartment
354
6,836
35
Male
16,963
Married
4
PhD
Self-Employed
39.41576
Urban
Premium
2
8
734
4
2020-09-22 15:21:39.166062
Poor
No
Weekly
Apartment
971
6,837
25
Female
20,275
Divorced
null
Master's
null
44.938608
Urban
Basic
0
15
506
9
2020-10-07 15:21:39.131192
null
No
Rarely
Apartment
507
6,838
58
Female
3,365
Single
4
Master's
null
27.350012
Suburban
Comprehensive
1
9
363
1
2019-10-06 15:21:39.146733
Average
No
Weekly
Condo
363
6,839
59
Female
15,721
Single
0
Bachelor's
null
35.91261
Urban
Comprehensive
1
0
null
2
2024-04-26 15:21:39.173834
Good
Yes
Weekly
Condo
4,759
6,840
30
Female
5,731
Divorced
0
Master's
Self-Employed
12.064742
Suburban
Comprehensive
1
2
746
4
2020-08-18 15:21:39.200452
Poor
No
Weekly
House
209
6,841
43
Male
64,703
Divorced
4
PhD
Unemployed
47.847728
Rural
Basic
2
9
657
9
2020-12-14 15:21:39.237118
Poor
No
Daily
Apartment
2,728
6,842
52
Female
23,776
Single
1
High School
null
51.083504
Rural
Comprehensive
null
12
621
1
2020-12-31 15:21:39.230483
Poor
No
Monthly
House
779
6,843
62
Female
4,603
Married
2
Master's
Self-Employed
25.812705
Rural
Comprehensive
1
17
398
9
2021-09-01 15:21:39.122134
Poor
Yes
Weekly
House
232
6,844
43
Female
82,299
Single
2
High School
Unemployed
19.83831
Rural
Premium
2
9
799
5
2020-12-08 15:21:39.206847
Average
Yes
Daily
Condo
4,241
6,845
39
Male
62,716
Single
0
Master's
Unemployed
19.149415
Urban
Premium
null
16
603
5
2019-09-03 15:21:39.194829
Average
No
Weekly
Condo
2,054
6,846
61
Female
9,768
Divorced
0
Master's
Self-Employed
25.144004
Rural
Basic
3
15
452
4
2021-11-14 15:21:39.231531
Good
No
Rarely
Condo
3,803
6,847
35
Female
51,431
Divorced
4
Master's
Self-Employed
28.764421
Suburban
Premium
null
4
696
3
2022-11-09 15:21:39.134960
Average
No
Weekly
Apartment
251
6,848
23
Male
45,974
Married
2
PhD
Employed
15.85745
Suburban
Premium
null
0
414
3
2020-02-14 15:21:39.134960
Poor
Yes
Daily
Apartment
1,620
6,849
62
Male
2,390
Single
3
High School
Self-Employed
22.577518
Rural
Basic
0
8
591
4
2019-10-19 15:21:39.272456
Average
No
Monthly
Condo
1,393
6,850
36
Female
3,111
Married
3
High School
Self-Employed
48.584968
Urban
Comprehensive
0
17
473
7
2019-10-11 15:21:39.146733
Poor
No
Daily
Apartment
1,523
6,851
27
Male
8,878
Divorced
2
High School
Self-Employed
30.996766
Suburban
Basic
null
12
585
7
2020-06-25 15:21:39.151732
Poor
No
Daily
Apartment
727
6,852
62
Female
2,575
Single
4
PhD
Employed
10.037615
Suburban
Premium
3
16
523
8
2021-06-03 15:21:39.202448
Good
Yes
Rarely
Apartment
563
6,853
44
Male
46,011
Married
1
Master's
Unemployed
20.095233
Rural
Basic
null
13
null
3
2021-07-20 15:21:39.218388
Poor
No
Monthly
Apartment
2,607
6,854
30
Female
29,055
Divorced
4
High School
Unemployed
27.977247
Suburban
Basic
null
3
476
1
2020-11-02 15:21:39.105504
Good
No
Monthly
Apartment
735
6,855
28
Female
4,766
Divorced
2
PhD
null
42.430315
Suburban
Premium
3
14
675
6
2020-06-19 15:21:39.147735
Good
Yes
Monthly
Apartment
531
6,856
48
Female
113,112
Divorced
1
Master's
Self-Employed
39.24198
Suburban
Premium
1
18
372
3
2020-09-11 15:21:39.259788
Good
Yes
Daily
Apartment
285
6,857
22
Male
4,661
Married
0
Master's
Self-Employed
11.357049
Urban
Comprehensive
0
3
457
1
2024-04-19 15:21:39.125660
Average
No
Monthly
Apartment
581
6,858
34
Male
40,978
Single
0
PhD
Employed
20.785632
Urban
Premium
2
11
732
6
2023-04-07 15:21:39.098696
Average
No
Monthly
House
337
6,859
41
Female
2,470
Married
0
High School
Employed
35.974584
Suburban
Premium
null
14
711
2
2020-12-07 15:21:39.082499
Good
No
Daily
Apartment
2,075
6,860
26
Female
null
Married
1
Bachelor's
Employed
40.959603
Suburban
Comprehensive
1
5
493
8
2019-09-04 15:21:39.218388
Good
No
Rarely
Apartment
3,941
6,861
41
Female
15,704
Single
4
Master's
null
29.737504
Suburban
Basic
1
16
574
7
2019-10-30 15:21:39.172097
Average
Yes
Monthly
Apartment
3,138
6,862
48
Male
110,812
Divorced
4
Master's
Employed
16.611395
Rural
Basic
3
9
519
6
2023-04-15 15:21:39.252145
null
Yes
Daily
Apartment
721
6,863
49
Female
29,190
Married
1
Bachelor's
null
11.759413
Rural
Premium
2
11
707
7
2020-06-02 15:21:39.253660
Average
No
Daily
House
518
6,864
21
Male
56,896
Divorced
0
Bachelor's
Self-Employed
12.137551
Rural
Basic
null
1
646
5
2023-05-06 15:21:39.132191
null
No
Daily
Apartment
3,128
6,865
58
Male
30,982
Married
1
High School
null
42.120983
Urban
Comprehensive
0
9
519
2
2022-01-17 15:21:39.207847
Good
Yes
Monthly
Apartment
677
6,866
47
Female
1,820
Divorced
2
Master's
Unemployed
47.858535
Urban
Premium
3
12
843
7
2022-01-19 15:21:39.246098
Good
Yes
Rarely
Condo
614
6,867
34
Male
85,542
Single
3
High School
Unemployed
19.297331
Suburban
Basic
0
8
351
6
2020-02-08 15:21:39.247098
Poor
Yes
Weekly
Condo
617
6,868
18
Female
55,415
Married
4
Bachelor's
Employed
30.907201
Urban
Premium
2
9
661
7
2023-06-18 15:21:39.147735
Good
Yes
Daily
House
2,339
6,869
44
Female
144,962
Single
4
Master's
Unemployed
19.824312
Urban
Premium
null
2
null
8
2019-10-12 15:21:39.261856
Good
Yes
Rarely
House
2,580
6,870
23
Female
44,533
Single
0
High School
Unemployed
20.927481
Urban
Premium
2
1
518
9
2022-08-29 15:21:39.205850
Good
No
Monthly
House
74
6,871
40
Male
43,485
Married
null
High School
Unemployed
7.049111
Urban
Premium
1
1
521
2
2023-03-13 15:21:39.261856
Average
No
Daily
House
1,542
6,872
61
Female
null
Single
4
Bachelor's
Employed
48.527015
Suburban
Basic
0
10
575
1
2023-01-09 15:21:39.289099
Average
No
Rarely
House
119
6,873
29
Male
60,743
Married
3
Master's
Self-Employed
14.918785
Urban
Premium
2
5
null
8
2021-10-13 15:21:39.126661
null
Yes
Monthly
Condo
715
6,874
19
Female
35,608
Divorced
2
PhD
Unemployed
17.618003
Suburban
Basic
2
14
743
8
2020-08-25 15:21:39.134960
Good
No
Rarely
House
456
6,875
35
Female
6,914
Single
2
High School
Employed
47.706987
Rural
Comprehensive
0
10
586
3
2019-09-18 15:21:39.122134
Average
Yes
Rarely
Condo
906
6,876
38
Male
59,862
Divorced
0
High School
Self-Employed
15.362379
Rural
Basic
0
1
841
4
2023-12-30 15:21:39.133866
Average
No
Weekly
Condo
176
6,877
61
Male
27,894
Divorced
2
Master's
null
22.504505
Rural
Comprehensive
1
16
661
5
2022-10-18 15:21:39.274993
Good
Yes
Daily
House
676
6,878
56
Female
16,751
Divorced
3
PhD
Self-Employed
21.886566
Urban
Premium
null
16
310
1
2021-10-18 15:21:39.082499
Good
Yes
Daily
Condo
2,056
6,879
64
Male
9,072
Married
4
High School
Employed
47.658076
Suburban
Premium
0
13
null
8
2023-01-07 15:21:39.134960
Good
Yes
Monthly
Apartment
803
6,880
42
Male
3,540
Divorced
0
Bachelor's
null
21.78644
Rural
Basic
null
7
461
4
2024-02-13 15:21:39.096739
Good
Yes
Weekly
House
24
6,881
19
Female
2,359
Single
1
PhD
Self-Employed
18.626814
Suburban
Premium
1
1
426
6
2024-06-22 15:21:39.237118
Good
No
Monthly
Apartment
226
6,882
36
Female
13,881
Married
4
PhD
Self-Employed
40.84711
Suburban
Comprehensive
0
3
525
8
2022-11-29 15:21:39.171102
Good
Yes
Monthly
House
934
6,883
49
Male
34,403
Married
0
PhD
Employed
33.717172
Urban
Comprehensive
1
1
null
5
2022-06-11 15:21:39.134960
Poor
Yes
Rarely
Condo
481
6,884
57
Female
15,104
Divorced
0
High School
Employed
7.183981
Urban
Basic
null
0
644
1
2020-11-12 15:21:39.205850
Poor
No
Rarely
House
464
6,885
31
Male
4,580
Married
1
High School
null
33.265589
Suburban
Premium
1
5
529
5
2019-11-16 15:21:39.194829
Poor
No
Weekly
Apartment
2,160
6,886
33
Male
12,051
Single
1
Master's
Employed
7.539081
Rural
Premium
1
7
751
8
2022-01-18 15:21:39.274993
Good
No
Monthly
House
1,020
6,887
62
Male
20,720
Single
1
Bachelor's
null
15.164427
Urban
Basic
1
2
554
4
2019-09-03 15:21:39.256696
Good
No
Daily
Condo
934
6,888
24
Male
6,545
Divorced
3
Master's
Employed
9.148885
Urban
Premium
null
4
725
2
2024-02-22 15:21:39.171102
Good
No
Monthly
House
712
6,889
20
Female
79,264
Married
2
PhD
Self-Employed
40.996977
Rural
Premium
null
12
307
1
2019-09-13 15:21:39.263607
Good
Yes
Weekly
House
1,152
6,890
42
Female
1,215
Divorced
1
PhD
Unemployed
50.857743
Rural
Premium
null
9
843
4
2023-04-16 15:21:39.170099
null
Yes
Rarely
House
1,821
6,891
22
Male
17,001
Single
4
PhD
null
19.584739
Rural
Basic
1
8
603
4
2023-04-18 15:21:39.085129
Good
No
Monthly
Condo
1,219
6,892
56
Male
16,641
Married
4
Master's
null
28.994545
Rural
Basic
2
19
567
2
2024-01-23 15:21:39.237118
Good
No
Rarely
House
1,130
6,893
31
Female
5,573
Divorced
3
PhD
null
25.692087
Suburban
Comprehensive
0
2
582
2
2022-12-06 15:21:39.110557
Poor
Yes
Daily
House
135
6,894
39
Female
482
Married
4
PhD
Employed
15.951408
Suburban
Premium
2
5
594
9
2022-03-01 15:21:39.134960
Average
No
Rarely
House
1,059
6,895
56
Male
29,593
Single
2
Master's
null
8.56052
Rural
Basic
0
11
613
9
2020-09-03 15:21:39.134960
Poor
Yes
Daily
House
708
6,896
44
Male
61,263
Single
null
Master's
Unemployed
44.938589
Rural
Basic
null
1
380
6
2021-05-07 15:21:39.245086
Good
No
Daily
Condo
1,028
6,897
54
Female
null
Single
1
PhD
Self-Employed
46.780734
Urban
Basic
1
12
518
4
2023-01-09 15:21:39.175719
null
Yes
Rarely
Apartment
3,167
6,898
41
Female
143,860
Single
2
Bachelor's
Employed
3.710061
Rural
Premium
null
17
398
3
2020-03-24 15:21:39.134960
Poor
Yes
Weekly
House
232
6,899
50
Male
35,178
Single
2
High School
Unemployed
32.679922
Suburban
Comprehensive
4
11
590
2
2023-03-21 15:21:39.237118
Good
No
Rarely
Condo
813