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
1,191,500
64
Female
48,746
Single
1
Bachelor's
Employed
8.823014
Rural
Comprehensive
2
11
679
1
2023-05-05 15:21:39.274993
Good
No
Daily
Apartment
2,188
1,191,501
null
Male
106,965
Divorced
2
PhD
Self-Employed
11.148068
Suburban
Basic
null
16
511
8
2019-10-19 15:21:39.274993
Poor
No
Rarely
Apartment
2,094
1,191,502
32
Male
68,850
Single
0
PhD
null
40.704203
Suburban
Premium
2
10
326
4
2023-08-02 15:21:39.255696
Poor
Yes
Daily
Apartment
45
1,191,503
37
Female
28,307
Single
3
Master's
Employed
7.233599
Urban
Comprehensive
null
5
711
3
2022-08-14 15:21:39.282785
Poor
No
Weekly
Apartment
2,183
1,191,504
22
Male
35,371
Divorced
2
Bachelor's
Self-Employed
33.936503
Suburban
Comprehensive
2
18
null
3
2023-01-13 15:21:39.246098
Poor
No
Daily
Apartment
1,317
1,191,505
47
Female
131,557
Single
4
Master's
Unemployed
null
Rural
Premium
1
18
309
4
2020-04-19 15:21:39.123711
Poor
No
Rarely
Condo
1,423
1,191,506
59
Male
73,519
Single
null
Bachelor's
Unemployed
15.845171
Urban
Comprehensive
1
3
503
5
2020-07-07 15:21:39.134960
Good
Yes
Rarely
Condo
4,439
1,191,507
52
Female
43,749
Divorced
4
Master's
Self-Employed
7.783158
Rural
Basic
null
6
495
7
2021-08-23 15:21:39.102694
Poor
Yes
Weekly
Apartment
1,438
1,191,508
42
Male
18,171
Divorced
2
Bachelor's
Employed
22.696067
Rural
Comprehensive
0
6
602
1
2022-02-27 15:21:39.128286
Average
No
Rarely
Condo
636
1,191,509
61
Female
69,914
Married
4
PhD
Unemployed
26.72649
Urban
Basic
2
19
null
6
2023-03-14 15:21:39.237118
Good
Yes
Weekly
House
28
1,191,510
53
Female
10,881
Divorced
1
PhD
Employed
23.472056
Rural
Premium
0
3
648
7
2022-12-06 15:21:39.237118
Poor
No
Weekly
Apartment
713
1,191,511
24
Male
6,957
Divorced
3
Master's
Self-Employed
null
Urban
Comprehensive
null
4
729
3
2022-05-18 15:21:39.100695
Good
No
Rarely
House
1,495
1,191,512
63
Female
5,977
Single
3
Bachelor's
Unemployed
null
Suburban
Premium
null
7
460
4
2024-04-24 15:21:39.252145
Poor
No
Weekly
House
2,396
1,191,513
46
Male
23,619
Divorced
null
PhD
null
13.68833
Rural
Basic
null
0
727
4
2021-03-17 15:21:39.244069
Poor
Yes
Monthly
House
1,775
1,191,514
33
Female
74,938
Divorced
3
Master's
Unemployed
43.597006
Suburban
Comprehensive
0
8
398
7
2021-08-01 15:21:39.091080
Poor
No
Monthly
Apartment
1,264
1,191,515
57
Male
29,397
Married
0
PhD
Self-Employed
43.985325
Suburban
Comprehensive
1
14
471
4
2021-12-08 15:21:39.177724
Good
No
Rarely
Apartment
333
1,191,516
31
Male
21,236
Married
0
Bachelor's
null
14.159775
Rural
Comprehensive
1
9
826
7
2022-01-16 15:21:39.132191
Average
No
Monthly
Condo
153
1,191,517
56
Female
16,582
Single
null
PhD
null
null
Urban
Premium
0
15
589
5
2022-06-26 15:21:39.273973
Good
No
Daily
Apartment
884
1,191,518
48
Male
3,378
Married
0
Master's
Self-Employed
10.603522
Urban
Premium
null
10
583
9
2019-09-18 15:21:39.193945
Average
Yes
Daily
Apartment
4,402
1,191,519
18
Male
17,214
Married
3
Master's
Unemployed
10.28625
Rural
Comprehensive
0
14
598
6
2021-08-17 15:21:39.134960
Poor
No
Rarely
Condo
1,220
1,191,520
64
Female
25,011
Married
1
Master's
Employed
20.85451
Urban
Basic
1
11
843
3
2022-12-25 15:21:39.091080
Poor
Yes
Daily
Condo
1,881
1,191,521
28
Female
28,255
Single
null
PhD
Self-Employed
43.092441
Urban
Comprehensive
null
7
431
8
2022-07-30 15:21:39.172097
Good
No
Monthly
House
816
1,191,522
25
Female
16,097
Married
2
Master's
Employed
20.735309
Rural
Basic
null
11
464
7
2021-06-20 15:21:39.237118
Poor
No
Weekly
House
539
1,191,523
40
Female
949
Single
0
Bachelor's
null
38.552763
Urban
Basic
4
6
527
4
2023-01-11 15:21:39.155231
Good
Yes
Monthly
Condo
1,219
1,191,524
51
Female
39,769
Divorced
2
Master's
Self-Employed
15.653026
Rural
Basic
1
15
716
9
2023-07-26 15:21:39.091080
Poor
No
Rarely
Apartment
1,634
1,191,525
51
Female
5,930
Married
3
PhD
null
19.756417
Urban
Comprehensive
0
7
521
6
2024-02-29 15:21:39.155231
Good
No
Rarely
Condo
1,192
1,191,526
55
Female
68,925
Single
1
Bachelor's
Employed
36.095398
Suburban
Premium
0
6
456
4
2020-11-07 15:21:39.206847
null
No
Rarely
Apartment
998
1,191,527
22
Female
3,009
Married
null
Master's
null
13.846363
Rural
Comprehensive
1
11
817
9
2023-07-21 15:21:39.155231
Good
No
Rarely
House
3,008
1,191,528
22
Female
15,110
Married
4
High School
Self-Employed
null
Rural
Premium
null
12
null
6
2024-07-07 15:21:39.237118
Good
Yes
Monthly
Apartment
3,947
1,191,529
62
Female
18,216
Divorced
2
Bachelor's
Employed
24.416365
Rural
Comprehensive
1
0
null
4
2020-04-06 15:21:39.155231
Poor
Yes
Rarely
House
4,068
1,191,530
55
Male
33,505
Married
2
PhD
null
31.924225
Urban
Comprehensive
null
5
355
5
2024-05-23 15:21:39.134960
Good
No
Rarely
House
686
1,191,531
27
Female
83,362
Divorced
2
Bachelor's
Employed
24.578937
Rural
Basic
2
18
637
2
2020-02-25 15:21:39.173834
Average
Yes
Weekly
House
130
1,191,532
28
Female
40,252
Single
null
Master's
Employed
11.077691
Urban
Basic
0
4
695
2
2021-04-29 15:21:39.290098
Good
Yes
Monthly
Apartment
744
1,191,533
30
Female
55,730
Single
3
Master's
Employed
51.358037
Urban
Premium
0
15
434
6
2020-05-14 15:21:39.197445
Average
No
Weekly
House
848
1,191,534
39
Male
135,009
Married
0
Bachelor's
Employed
7.076324
Urban
Premium
2
10
843
6
2021-07-16 15:21:39.290098
Good
No
Weekly
House
362
1,191,535
35
Female
41,788
Divorced
0
High School
null
22.572662
Urban
Comprehensive
0
16
673
6
2020-11-15 15:21:39.259788
Poor
No
Rarely
House
1,229
1,191,536
57
Male
4,736
Single
0
High School
null
28.779719
Suburban
Basic
2
19
516
7
2023-11-26 15:21:39.223901
Average
No
Weekly
Condo
478
1,191,537
52
Female
146,865
Single
1
PhD
null
15.441733
Suburban
Comprehensive
null
19
410
2
2020-03-10 15:21:39.092127
Good
No
Daily
House
817
1,191,538
61
Male
44,193
Divorced
0
High School
Employed
28.374862
Urban
Basic
null
14
313
8
2021-02-10 15:21:39.190215
Poor
Yes
Weekly
Condo
1,874
1,191,539
59
Male
7,086
Single
0
High School
Self-Employed
21.636764
Suburban
Basic
null
16
642
9
2022-04-11 15:21:39.205850
Average
Yes
Daily
Apartment
639
1,191,540
38
Male
null
Single
null
Bachelor's
Self-Employed
42.740916
Urban
Comprehensive
null
7
441
9
2019-11-30 15:21:39.237118
Good
No
Monthly
House
1,469
1,191,541
59
Male
13,555
Married
3
Master's
null
null
Rural
Comprehensive
0
18
587
7
2020-04-16 15:21:39.289099
Poor
No
Monthly
House
842
1,191,542
20
Male
14,051
Single
0
Master's
null
22.772965
Urban
Premium
1
19
757
8
2024-03-31 15:21:39.269494
Poor
No
Daily
Condo
984
1,191,543
48
Male
5,958
Single
4
Bachelor's
Unemployed
null
Urban
Comprehensive
2
8
827
4
2021-03-01 15:21:39.134960
Good
Yes
Rarely
House
861
1,191,544
50
Female
43,910
Divorced
0
Master's
null
4.862735
Rural
Comprehensive
2
10
711
1
2022-05-31 15:21:39.193945
Average
No
Daily
Apartment
622
1,191,545
39
Female
47,567
Divorced
2
Master's
Employed
39.896291
Rural
Premium
null
16
300
9
2021-06-03 15:21:39.134960
Average
No
Daily
Condo
245
1,191,546
62
Female
83,584
Single
2
Master's
Self-Employed
20.977704
Suburban
Premium
0
15
492
7
2022-05-01 15:21:39.237118
null
No
Daily
Condo
1,251
1,191,547
18
Male
9,087
Single
0
PhD
Employed
25.3596
Suburban
Comprehensive
null
17
662
5
2022-08-19 15:21:39.097737
Good
No
Rarely
Apartment
663
1,191,548
30
Female
23,404
Single
4
High School
Unemployed
44.338036
Urban
Comprehensive
null
17
null
8
2024-04-13 15:21:39.155231
Average
No
Weekly
House
1,396
1,191,549
60
Female
96,870
Married
0
High School
null
27.068105
Rural
Premium
3
19
819
4
2021-11-04 15:21:39.245086
null
Yes
Weekly
Apartment
1,179
1,191,550
22
Female
19,522
Married
3
Bachelor's
Self-Employed
34.922153
Urban
Comprehensive
null
0
653
9
2019-10-04 15:21:39.236064
Poor
No
Rarely
Condo
816
1,191,551
38
Male
23,863
Single
0
High School
Unemployed
49.484814
Rural
Comprehensive
2
11
null
7
2019-12-14 15:21:39.155231
Average
Yes
Weekly
House
536
1,191,552
37
Female
47,775
Single
2
PhD
Employed
18.40844
Urban
Comprehensive
null
10
576
8
2020-09-18 15:21:39.097737
Poor
Yes
Weekly
Apartment
175
1,191,553
24
Male
18,058
Divorced
4
Bachelor's
Employed
12.056441
Urban
Basic
2
4
647
4
2024-01-02 15:21:39.133866
Average
No
Rarely
Apartment
2,626
1,191,554
44
Male
5,346
Married
4
High School
Employed
31.564104
Urban
Premium
null
14
732
7
2020-12-26 15:21:39.273973
Poor
Yes
Monthly
Apartment
299
1,191,555
38
Female
124,457
Married
3
PhD
null
5.724028
Suburban
Comprehensive
1
3
704
7
2020-05-23 15:21:39.121169
Poor
Yes
Monthly
House
400
1,191,556
44
Male
33,151
Married
0
High School
Self-Employed
36.817848
Urban
Comprehensive
0
2
543
7
2023-05-11 15:21:39.274993
Average
No
Monthly
Condo
1,314
1,191,557
46
Female
120,101
Single
0
Master's
Employed
10.526528
Suburban
Premium
null
6
704
1
2021-01-21 15:21:39.134960
Good
No
Weekly
House
49
1,191,558
59
Male
2,445
Married
4
High School
Employed
8.453865
Urban
Premium
null
18
826
1
2021-01-04 15:21:39.223901
null
No
Daily
Apartment
533
1,191,559
49
Male
45,638
Divorced
3
High School
Self-Employed
31.788305
Urban
Premium
0
1
638
6
2020-08-23 15:21:39.252145
Good
Yes
Monthly
Condo
1,314
1,191,560
45
Male
37,557
Married
1
High School
Self-Employed
7.398007
Suburban
Premium
0
9
546
8
2024-04-16 15:21:39.278402
Poor
Yes
Monthly
Condo
2,313
1,191,561
63
Male
36,873
Married
3
PhD
Employed
7.014819
Rural
Basic
null
17
425
5
2022-03-20 15:21:39.246098
Good
Yes
Monthly
House
1,160
1,191,562
41
Male
5,939
Single
0
PhD
Self-Employed
null
Suburban
Basic
null
15
829
8
2021-12-07 15:21:39.236064
Average
No
Daily
House
1,431
1,191,563
22
Female
16,651
Divorced
null
Bachelor's
Unemployed
30.674692
Urban
Premium
0
17
812
8
2021-08-06 15:21:39.132191
Good
No
Monthly
Apartment
1,277
1,191,564
29
Female
15,983
Single
3
Master's
Self-Employed
13.827331
Suburban
Comprehensive
0
14
526
1
2022-03-24 15:21:39.155231
Good
No
Monthly
House
632
1,191,565
59
Male
35,756
Married
3
High School
Employed
3.279859
Suburban
Basic
null
5
740
7
2023-09-30 15:21:39.095696
Good
No
Monthly
House
615
1,191,566
24
Female
15,380
Single
4
Master's
Employed
6.98504
Suburban
Comprehensive
0
14
727
7
2024-06-17 15:21:39.272456
Good
Yes
Monthly
Condo
1,072
1,191,567
50
Female
45,754
Single
4
PhD
null
19.490954
Suburban
Comprehensive
2
15
823
6
2020-12-17 15:21:39.237118
Average
Yes
Weekly
House
632
1,191,568
44
Male
42,669
Single
null
Master's
Self-Employed
16.085385
Urban
Basic
2
4
543
1
2022-09-10 15:21:39.216387
Poor
No
Monthly
Apartment
830
1,191,569
21
Male
4,020
Single
4
PhD
Unemployed
12.874398
Rural
Premium
null
10
807
3
2024-01-27 15:21:39.237118
Average
Yes
Rarely
Condo
2,879
1,191,570
22
Male
41,061
Married
2
Bachelor's
Self-Employed
50.939764
Suburban
Comprehensive
2
4
598
9
2021-11-10 15:21:39.084065
Good
No
Rarely
House
288
1,191,571
26
Male
86,631
Married
2
PhD
Unemployed
49.919145
Urban
Basic
null
12
710
6
2024-04-26 15:21:39.134960
Average
No
Daily
Apartment
2,456
1,191,572
20
Male
3,563
Married
4
Master's
null
16.471279
Urban
Comprehensive
1
11
587
7
2022-05-24 15:21:39.237118
Poor
No
Monthly
House
34
1,191,573
49
Male
5,586
Single
4
PhD
Employed
22.979504
Rural
Comprehensive
null
1
665
8
2020-04-10 15:21:39.187211
Average
No
Weekly
Condo
1,334
1,191,574
58
Male
31,078
Single
1
High School
Employed
7.095619
Rural
Comprehensive
null
5
802
6
2021-02-04 15:21:39.220389
Poor
No
Rarely
House
125
1,191,575
22
Male
15,709
Divorced
3
High School
Self-Employed
20.08759
Urban
Basic
2
0
474
1
2022-04-25 15:21:39.215386
Good
No
Monthly
House
872
1,191,576
64
Male
7,438
Single
2
Bachelor's
Unemployed
12.92261
Rural
Basic
null
10
556
8
2019-11-04 15:21:39.116179
Good
Yes
Monthly
House
99
1,191,577
59
Male
61,277
Married
1
Master's
Unemployed
33.987718
Rural
Basic
3
5
519
9
2019-08-31 15:21:39.089116
Good
No
Weekly
Apartment
1,873
1,191,578
49
Male
43,790
Single
2
Master's
Unemployed
24.261324
Urban
Comprehensive
2
1
null
5
2022-09-06 15:21:39.134960
Good
Yes
Monthly
Condo
1,245
1,191,579
56
Male
39,764
Single
4
High School
Unemployed
11.391706
Rural
Basic
1
1
628
7
2023-12-05 15:21:39.134960
Good
No
Weekly
Condo
1,290
1,191,580
50
Female
115,922
Married
2
High School
Employed
37.973122
Rural
Premium
0
13
447
3
2021-05-26 15:21:39.134960
Poor
No
Daily
Condo
1,411
1,191,581
32
Female
2,485
Divorced
3
PhD
Self-Employed
40.912409
Rural
Basic
0
8
null
9
2020-07-14 15:21:39.276901
null
No
Weekly
Condo
1,332
1,191,582
27
Male
61,899
Married
4
Master's
Self-Employed
25.246537
Rural
Comprehensive
null
14
442
3
2020-08-04 15:21:39.130190
Average
No
Daily
House
1,499
1,191,583
49
Male
77,596
Divorced
1
PhD
Employed
50.81532
Rural
Basic
null
19
362
5
2020-11-03 15:21:39.134960
Poor
No
Rarely
House
1,417
1,191,584
45
Female
126,615
Married
0
High School
Unemployed
11.387421
Suburban
Basic
0
13
798
2
2020-04-20 15:21:39.109552
Poor
Yes
Rarely
Condo
115
1,191,585
20
Female
107,927
Divorced
2
Bachelor's
Self-Employed
29.829941
Rural
Premium
1
9
575
1
2023-04-07 15:21:39.272456
Good
No
Daily
House
239
1,191,586
36
Male
71,523
Single
4
Master's
Unemployed
9.845351
Suburban
Comprehensive
1
7
405
9
2022-02-18 15:21:39.237118
Poor
No
Daily
Condo
1,074
1,191,587
19
Female
37,016
Divorced
4
Bachelor's
Self-Employed
21.97225
Suburban
Premium
1
9
782
4
2024-05-06 15:21:39.213373
Poor
No
Weekly
Apartment
740
1,191,588
18
Female
6,860
Divorced
4
PhD
Unemployed
36.69391
Urban
Basic
0
12
650
1
2023-08-23 15:21:39.148733
Average
No
Weekly
House
50
1,191,589
39
Female
6,978
Married
3
High School
null
7.709024
Suburban
Basic
1
6
451
9
2023-04-08 15:21:39.263607
Good
No
Daily
Condo
280
1,191,590
54
Male
6,945
Divorced
1
Master's
Self-Employed
14.965703
Rural
Premium
2
12
634
8
2023-08-04 15:21:39.149731
Good
No
Weekly
House
527
1,191,591
38
Female
90,108
Divorced
1
PhD
Employed
18.00217
Rural
Basic
1
2
632
5
2022-05-18 15:21:39.121169
Good
No
Monthly
House
212
1,191,592
54
Female
4,965
Married
3
Master's
Self-Employed
9.938801
Suburban
Premium
1
14
null
4
2021-04-08 15:21:39.270454
Poor
Yes
Rarely
House
2,619
1,191,593
53
Male
null
Married
1
Master's
Employed
25.451914
Urban
Comprehensive
1
8
489
4
2020-06-05 15:21:39.134960
Poor
Yes
Rarely
Condo
48
1,191,594
18
Male
null
Married
3
Master's
Employed
51.717809
Urban
Basic
0
4
648
9
2021-07-20 15:21:39.187211
Average
Yes
Monthly
Condo
969
1,191,595
55
Female
29,082
Single
4
High School
null
18.274968
Suburban
Comprehensive
null
5
690
3
2020-12-14 15:21:39.176717
Poor
Yes
Daily
Condo
442
1,191,596
20
Female
143,740
Married
null
High School
Employed
44.387828
Urban
Basic
2
15
425
6
2021-03-06 15:21:39.088124
Average
Yes
Weekly
Condo
1,742
1,191,597
27
Female
2,304
Divorced
3
PhD
Self-Employed
27.812005
Suburban
Premium
0
16
722
8
2023-02-13 15:21:39.134960
Average
Yes
Monthly
Apartment
294
1,191,598
45
Female
null
Divorced
1
Bachelor's
null
13.858898
Suburban
Basic
null
13
761
6
2023-12-02 15:21:39.134960
Average
Yes
Weekly
House
119
1,191,599
44
Female
61,260
Married
0
High School
Employed
25.737236
Suburban
Comprehensive
null
19
420
5
2022-01-13 15:21:39.081504
Good
No
Daily
House
572