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
1,195,500
43
Female
23,991
Single
1
Bachelor's
null
35.867302
Urban
Comprehensive
null
12
527
1
2020-07-09 15:21:39.176717
Good
Yes
Daily
House
1,572
1,195,501
41
Female
29,097
Divorced
1
Master's
Unemployed
37.856458
Urban
Premium
0
10
835
8
2023-01-02 15:21:39.186212
Poor
Yes
Rarely
Condo
657
1,195,502
56
Female
62,472
Divorced
3
High School
null
51.069037
Rural
Basic
0
16
393
5
2021-07-10 15:21:39.149731
Average
Yes
Rarely
House
790
1,195,503
18
Female
93,699
Divorced
1
PhD
Self-Employed
12.451103
Urban
Premium
1
13
null
4
2024-05-05 15:21:39.134960
Poor
Yes
Daily
Condo
351
1,195,504
52
Female
36,010
Divorced
4
PhD
null
34.811549
Rural
Premium
null
18
599
3
2019-08-31 15:21:39.258696
Good
No
Daily
Apartment
1,088
1,195,505
44
Female
69,969
Married
3
PhD
Self-Employed
23.130199
Rural
Comprehensive
1
9
461
7
2022-06-05 15:21:39.107553
Good
Yes
Monthly
Apartment
2,230
1,195,506
36
Male
34,569
Married
3
PhD
Employed
10.527537
Urban
Comprehensive
1
0
844
9
2022-10-12 15:21:39.126661
Average
Yes
Monthly
House
856
1,195,507
40
Female
97,767
Married
1
High School
null
19.85801
Rural
Comprehensive
1
3
332
4
2021-11-11 15:21:39.134960
Average
No
Monthly
House
775
1,195,508
50
Female
7,292
Married
0
Bachelor's
Employed
20.073398
Rural
Comprehensive
1
6
497
9
2023-11-29 15:21:39.180231
Average
No
Monthly
House
673
1,195,509
47
Male
35,706
Single
2
PhD
Self-Employed
15.186471
Rural
Premium
1
3
585
4
2021-03-18 15:21:39.250151
Poor
No
Rarely
Apartment
476
1,195,510
57
Male
13,822
Married
3
High School
null
15.064158
Urban
Comprehensive
1
9
715
3
2024-08-14 15:21:39.185215
Good
Yes
Monthly
Condo
792
1,195,511
52
Female
8,865
Divorced
0
Bachelor's
null
31.849836
Suburban
Comprehensive
null
13
514
7
2023-03-18 15:21:39.134960
Average
Yes
Rarely
House
631
1,195,512
55
Female
24,578
Divorced
0
High School
null
32.654905
Rural
Premium
0
15
354
2
2019-10-10 15:21:39.236064
Good
No
Daily
House
1,097
1,195,513
38
Female
26,886
Single
4
Master's
Unemployed
null
Suburban
Premium
null
4
656
5
2023-09-03 15:21:39.171102
Good
No
Monthly
House
1,242
1,195,514
55
Female
79,806
Married
4
High School
Employed
12.846108
Suburban
Comprehensive
null
5
826
5
2022-01-06 15:21:39.190215
Poor
No
Rarely
Condo
347
1,195,515
20
Female
91,467
Single
1
PhD
Unemployed
13.952969
Suburban
Comprehensive
null
1
434
1
2023-02-01 15:21:39.271453
Average
No
Daily
Condo
4,928
1,195,516
44
Female
126,062
Married
4
Master's
null
31.845787
Rural
Basic
0
13
328
4
2023-11-03 15:21:39.096739
Good
No
Weekly
House
1,819
1,195,517
58
Male
865
Single
3
PhD
Unemployed
31.126959
Suburban
Comprehensive
0
14
393
1
2021-07-30 15:21:39.237118
Poor
Yes
Daily
House
1,516
1,195,518
21
Male
23,142
Married
0
High School
null
6.674617
Suburban
Premium
1
11
515
4
2022-05-12 15:21:39.134960
Poor
No
Daily
Condo
2,349
1,195,519
34
Female
7,073
Divorced
4
Master's
Self-Employed
25.849289
Rural
Basic
0
2
556
7
2023-03-08 15:21:39.282785
Good
Yes
Daily
House
709
1,195,520
62
Female
71,813
Divorced
null
High School
null
18.030812
Suburban
Comprehensive
null
13
310
8
2024-07-04 15:21:39.287115
Average
No
Daily
Apartment
137
1,195,521
52
Female
72,683
Divorced
3
High School
Employed
24.331897
Suburban
Premium
null
18
489
9
2020-03-15 15:21:39.283783
Poor
No
Weekly
House
3,278
1,195,522
58
Female
53,882
Divorced
4
High School
null
41.443363
Suburban
Comprehensive
3
14
null
7
2023-04-08 15:21:39.231531
Good
Yes
Weekly
Condo
36
1,195,523
58
Male
40,027
Divorced
1
High School
null
5.381274
Suburban
Basic
null
4
547
8
2024-08-01 15:21:39.134960
Average
Yes
Daily
House
976
1,195,524
19
Male
35,865
Single
4
High School
null
40.353852
Rural
Comprehensive
1
11
null
6
2021-12-21 15:21:39.165120
Poor
Yes
Monthly
House
1,741
1,195,525
27
Female
20,994
Divorced
3
Bachelor's
Unemployed
25.592559
Suburban
Basic
1
13
641
5
2020-01-16 15:21:39.155231
Good
No
Weekly
Apartment
1,825
1,195,526
39
Female
123,851
Divorced
2
High School
Employed
15.633754
Urban
Premium
0
6
463
8
2024-03-15 15:21:39.107553
Average
Yes
Daily
House
2,356
1,195,527
42
Female
62,889
Single
1
High School
null
16.177062
Urban
Comprehensive
1
8
null
8
2023-03-22 15:21:39.279729
Poor
Yes
Weekly
House
380
1,195,528
58
Male
4,640
Single
1
PhD
Self-Employed
12.844156
Urban
Comprehensive
null
5
800
3
2022-11-25 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,995
1,195,529
32
Female
1,788
Single
2
PhD
Employed
31.788178
Urban
Comprehensive
0
10
673
9
2021-03-12 15:21:39.236064
Poor
No
Monthly
Condo
263
1,195,530
18
Female
26,606
Divorced
2
PhD
Employed
37.714847
Suburban
Basic
0
19
619
1
2019-11-04 15:21:39.289099
Poor
Yes
Rarely
Condo
2,619
1,195,531
56
Female
5,712
Divorced
3
Bachelor's
Unemployed
21.596424
Rural
Premium
null
8
771
5
2020-12-15 15:21:39.155231
Average
No
Monthly
House
1,076
1,195,532
29
Female
12,746
Single
3
Master's
Unemployed
12.844354
Suburban
Basic
2
7
458
4
2021-10-25 15:21:39.177724
Average
Yes
Daily
Condo
932
1,195,533
29
Female
25,032
Divorced
0
Bachelor's
Self-Employed
51.311411
Urban
Basic
3
16
511
9
2021-08-13 15:21:39.082499
Average
Yes
Daily
Condo
1,860
1,195,534
54
Female
35,498
Single
3
Bachelor's
Unemployed
16.510975
Urban
Basic
null
9
402
3
2023-02-11 15:21:39.122134
Poor
Yes
Rarely
Condo
477
1,195,535
40
Female
6,093
Divorced
3
PhD
null
13.576578
Rural
Basic
null
19
516
3
2023-12-02 15:21:39.134960
Good
No
Monthly
Apartment
631
1,195,536
63
Female
62,716
Married
3
Master's
null
33.938466
Urban
Premium
1
3
522
7
2019-10-20 15:21:39.205850
Good
No
Monthly
House
2,031
1,195,537
52
Male
17,096
Single
4
High School
Unemployed
26.898186
Suburban
Basic
null
13
null
2
2022-09-24 15:21:39.121169
Good
Yes
Monthly
Condo
3,875
1,195,538
57
Male
4,094
Married
2
Master's
Employed
46.849556
Suburban
Basic
null
8
746
6
2024-02-22 15:21:39.134960
Good
No
Weekly
Condo
38
1,195,539
23
Male
116,099
Married
3
Master's
Self-Employed
37.359879
Suburban
Basic
1
3
433
5
2020-11-24 15:21:39.290098
Average
No
Weekly
House
1,337
1,195,540
39
Male
126,776
Divorced
2
PhD
Employed
13.979751
Rural
Premium
0
16
466
9
2019-10-09 15:21:39.124659
Average
No
Weekly
House
376
1,195,541
51
Male
28,215
Single
3
Bachelor's
Self-Employed
8.161758
Suburban
Comprehensive
0
19
486
1
2023-11-15 15:21:39.245086
null
Yes
Weekly
Apartment
956
1,195,542
34
Male
102,059
Divorced
2
Bachelor's
null
20.787414
Urban
Basic
null
0
314
9
2024-02-02 15:21:39.133866
Average
Yes
Weekly
House
2,131
1,195,543
36
Female
7,094
Married
2
Master's
Self-Employed
19.835973
Suburban
Basic
1
17
800
5
2023-07-21 15:21:39.172097
Average
Yes
Monthly
Condo
884
1,195,544
64
Female
91,338
Married
2
PhD
Self-Employed
21.84551
Urban
Basic
2
6
689
3
2022-09-17 15:21:39.119168
Average
No
Weekly
Apartment
2,401
1,195,545
25
Female
18,216
Married
3
PhD
Self-Employed
null
Urban
Comprehensive
null
10
667
1
2024-05-05 15:21:39.155231
Good
Yes
Weekly
House
931
1,195,546
52
Female
5,545
Divorced
3
Master's
Employed
11.122274
Rural
Basic
0
4
846
3
2020-06-27 15:21:39.132191
Average
Yes
Daily
House
1,747
1,195,547
53
Female
16,076
Married
2
Master's
Self-Employed
13.812668
Rural
Premium
null
16
441
7
2020-10-16 15:21:39.134960
Average
No
Weekly
Apartment
709
1,195,548
51
Male
24,139
Divorced
1
High School
Unemployed
5.014778
Rural
Comprehensive
null
6
603
6
2022-06-29 15:21:39.283783
Poor
Yes
Rarely
House
223
1,195,549
42
Male
29,069
Married
3
High School
null
23.098519
Urban
Basic
null
5
635
6
2020-12-11 15:21:39.088124
Good
No
Daily
Apartment
1,871
1,195,550
47
Female
11,105
Single
2
PhD
Employed
8.243044
Suburban
Premium
null
12
798
6
2021-01-16 15:21:39.143708
null
No
Weekly
Condo
4,017
1,195,551
31
Female
25,480
Married
3
Master's
null
9.952367
Urban
Premium
2
19
572
4
2021-10-07 15:21:39.096739
Average
No
Weekly
Condo
489
1,195,552
24
Female
122,972
Divorced
3
High School
Self-Employed
25.87841
Suburban
Basic
1
4
452
6
2020-06-22 15:21:39.208842
Average
Yes
Monthly
Apartment
2,682
1,195,553
61
Male
27,941
Divorced
null
Master's
Self-Employed
16.171535
Rural
Premium
2
3
767
9
2020-06-19 15:21:39.272456
Poor
No
Weekly
Apartment
2,474
1,195,554
21
Male
18,096
Divorced
2
Master's
Employed
40.725864
Suburban
Comprehensive
0
16
582
8
2023-03-27 15:21:39.267454
Poor
Yes
Rarely
Condo
757
1,195,555
29
Female
83,572
Married
4
Master's
null
21.264057
Urban
Comprehensive
2
1
646
1
2023-10-13 15:21:39.199447
null
No
Rarely
Condo
705
1,195,556
61
Female
22,666
Divorced
null
High School
null
24.288961
Urban
Comprehensive
0
3
null
7
2020-09-19 15:21:39.084065
Average
No
Monthly
Apartment
4,059
1,195,557
57
Male
3,923
Divorced
1
Bachelor's
null
7.649867
Urban
Comprehensive
null
3
720
8
2021-03-21 15:21:39.134960
Poor
No
Monthly
Apartment
2,941
1,195,558
51
Male
733
Married
0
Bachelor's
null
13.726982
Suburban
Premium
2
6
842
8
2021-04-30 15:21:39.208842
Good
No
Daily
Apartment
1,442
1,195,559
47
Female
33,005
Single
0
Bachelor's
null
23.845137
Urban
Basic
1
7
488
6
2022-08-30 15:21:39.276901
Average
No
Weekly
House
1,817
1,195,560
59
Male
45,969
Single
0
Master's
null
11.903275
Suburban
Premium
1
19
null
2
2021-07-04 15:21:39.237118
Good
Yes
Rarely
Condo
548
1,195,561
54
Female
32,864
Married
null
PhD
Employed
26.8783
Suburban
Basic
null
3
331
2
2022-09-25 15:21:39.085129
Good
Yes
Monthly
Apartment
1,529
1,195,562
33
Female
null
Married
4
Bachelor's
Unemployed
31.248618
Rural
Basic
null
1
393
9
2021-10-01 15:21:39.134960
Poor
No
Weekly
House
3,022
1,195,563
39
Female
28,851
Divorced
null
PhD
Employed
16.305594
Rural
Premium
0
6
688
4
2022-11-24 15:21:39.147735
Average
No
Daily
Apartment
595
1,195,564
21
Male
35,786
Divorced
1
High School
Employed
25.859761
Suburban
Premium
null
16
670
6
2022-11-21 15:21:39.155231
Average
Yes
Weekly
Condo
286
1,195,565
58
Male
6,396
Married
3
Master's
null
14.173209
Urban
Basic
2
10
null
8
2021-11-29 15:21:39.237118
Poor
Yes
Monthly
Condo
446
1,195,566
18
Female
78,117
Divorced
1
Bachelor's
Self-Employed
45.008361
Rural
Comprehensive
3
18
661
9
2021-05-21 15:21:39.232526
Poor
Yes
Monthly
House
210
1,195,567
47
Male
23,347
Married
1
PhD
Employed
17.816051
Rural
Premium
1
14
null
3
2022-08-19 15:21:39.144722
Good
Yes
Daily
Condo
652
1,195,568
43
Male
61,848
Divorced
1
PhD
Unemployed
25.848723
Urban
Basic
1
2
401
6
2020-05-19 15:21:39.213373
null
Yes
Rarely
Apartment
3,337
1,195,569
22
Female
28,280
Divorced
4
PhD
Unemployed
31.168941
Urban
Premium
0
8
535
1
2023-09-20 15:21:39.185215
Average
No
Daily
House
1,639
1,195,570
25
Female
5,978
Single
0
PhD
null
38.380059
Urban
Basic
null
3
null
1
2023-03-12 15:21:39.084065
Poor
No
Weekly
Condo
923
1,195,571
61
Male
139,858
Single
0
PhD
Employed
24.965885
Rural
Premium
0
5
null
3
2020-08-31 15:21:39.181605
null
No
Daily
Apartment
329
1,195,572
43
Female
114,725
Married
0
High School
Unemployed
20.064673
Rural
Comprehensive
null
19
399
8
2021-12-19 15:21:39.222387
Good
No
Weekly
Condo
338
1,195,573
22
Male
3,816
Divorced
2
Master's
null
null
Rural
Comprehensive
1
3
null
5
2022-02-13 15:21:39.165120
Average
No
Monthly
Condo
533
1,195,574
38
Male
17,930
Married
1
Master's
Self-Employed
9.505816
Urban
Comprehensive
null
9
651
2
2019-11-26 15:21:39.253660
Average
Yes
Weekly
Apartment
1,801
1,195,575
24
Female
33,307
Married
null
Master's
Employed
36.447579
Urban
Comprehensive
2
12
515
8
2023-04-01 15:21:39.171102
null
No
Weekly
Apartment
104
1,195,576
55
Female
47,636
Single
null
Master's
null
25.569898
Suburban
Premium
null
3
382
3
2024-05-11 15:21:39.082499
Poor
No
Daily
House
955
1,195,577
50
Female
10,009
Divorced
1
High School
null
50.584127
Suburban
Basic
null
19
398
7
2020-08-12 15:21:39.248098
Average
No
Weekly
Condo
886
1,195,578
39
Female
39,428
Married
1
High School
Unemployed
44.94825
Suburban
Basic
1
13
795
6
2022-03-08 15:21:39.265513
Poor
No
Weekly
Apartment
2,473
1,195,579
19
Female
43,976
Married
0
High School
Self-Employed
27.272927
Urban
Basic
null
6
617
3
2022-04-29 15:21:39.183598
Good
Yes
Daily
Apartment
1,529
1,195,580
39
Female
18,355
Divorced
2
Master's
Self-Employed
30.589421
Rural
Comprehensive
0
4
414
5
2021-07-05 15:21:39.112553
Average
Yes
Daily
House
1,116
1,195,581
60
Male
39,732
Divorced
2
Master's
null
51.749841
Urban
Premium
2
10
699
9
2023-11-05 15:21:39.237118
Average
Yes
Daily
House
592
1,195,582
36
Male
28,981
Single
0
PhD
Unemployed
19.933482
Urban
Basic
1
18
509
9
2023-02-08 15:21:39.081504
Average
No
Weekly
Apartment
907
1,195,583
35
Male
18,380
Single
null
High School
Unemployed
22.084609
Suburban
Comprehensive
0
12
496
4
2019-09-18 15:21:39.086123
Good
No
Rarely
House
1,058
1,195,584
51
Female
30,221
Single
1
PhD
Unemployed
41.593803
Suburban
Basic
0
19
501
8
2019-09-06 15:21:39.134960
Average
No
Daily
Apartment
591
1,195,585
60
Male
46,167
Divorced
1
PhD
null
24.910636
Suburban
Premium
2
4
null
1
2021-10-08 15:21:39.098696
Average
No
Monthly
Condo
718
1,195,586
19
Male
10,183
Single
4
Bachelor's
Unemployed
24.869105
Urban
Premium
1
10
null
2
2021-02-22 15:21:39.114118
Average
No
Daily
Condo
707
1,195,587
22
Female
25,011
Single
4
Master's
Employed
43.275726
Suburban
Basic
0
0
773
3
2024-04-16 15:21:39.166062
Good
Yes
Rarely
Apartment
1,831
1,195,588
24
Male
1,448
Single
null
PhD
Employed
23.895307
Suburban
Premium
0
11
null
2
2019-11-24 15:21:39.107553
Average
No
Daily
Apartment
2,102
1,195,589
27
Male
6,907
Divorced
4
High School
Unemployed
10.418853
Rural
Premium
null
5
565
9
2023-10-13 15:21:39.155231
Good
Yes
Weekly
Apartment
1,439
1,195,590
37
Male
43,953
null
2
PhD
Employed
7.059866
Urban
Premium
4
14
552
1
2024-04-04 15:21:39.132191
Good
Yes
Monthly
House
481
1,195,591
50
Male
48,924
Divorced
3
PhD
Unemployed
37.776681
Rural
Premium
0
17
369
4
2023-07-19 15:21:39.177724
Poor
Yes
Monthly
Condo
1,025
1,195,592
43
Female
24,213
Single
0
High School
null
21.38142
Suburban
Comprehensive
1
14
null
6
2019-09-29 15:21:39.087123
Average
Yes
Weekly
Condo
1,240
1,195,593
33
Female
17,183
Divorced
1
PhD
Unemployed
27.959767
Suburban
Comprehensive
2
12
464
1
2021-02-03 15:21:39.276901
Poor
No
Monthly
Condo
1,452
1,195,594
null
Male
44,333
Single
0
Master's
null
32.557927
Suburban
Premium
1
6
650
9
2019-11-03 15:21:39.174719
Good
No
Daily
Condo
626
1,195,595
54
Male
10,166
Divorced
3
Master's
null
36.691608
Suburban
Premium
1
11
468
6
2019-09-05 15:21:39.191219
Average
No
Weekly
Apartment
107
1,195,596
58
Male
868
Divorced
4
Bachelor's
Unemployed
24.589788
Suburban
Basic
null
10
776
5
2022-09-04 15:21:39.134960
Poor
No
Rarely
Condo
2,730
1,195,597
24
Male
5,820
Divorced
2
Bachelor's
Employed
7.078681
Rural
Premium
null
12
513
8
2022-11-08 15:21:39.152732
Poor
No
Monthly
House
623
1,195,598
40
Female
25,480
Single
0
Master's
Employed
28.908916
Rural
Basic
0
0
497
1
2022-11-20 15:21:39.121169
Poor
Yes
Monthly
Apartment
2,229
1,195,599
30
Female
31,006
Single
3
Bachelor's
Self-Employed
20.926698
Urban
Comprehensive
0
13
849
8
2020-01-17 15:21:39.188220
Poor
Yes
Daily
House
441