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
27,500
25
Male
3,034
Single
4
High School
Self-Employed
48.886897
Urban
Premium
1
1
634
9
2023-07-30 15:21:39.134960
Average
Yes
Weekly
Condo
1,991
27,501
39
Male
26,863
Divorced
4
Bachelor's
Unemployed
22.838309
Urban
Comprehensive
0
17
null
3
2023-08-30 15:21:39.134960
Good
No
Monthly
House
1,609
27,502
55
Male
39,063
Single
4
High School
Self-Employed
22.180469
Rural
Premium
null
13
678
4
2022-07-24 15:21:39.155231
Good
Yes
Weekly
Apartment
2,134
27,503
58
Male
33,942
Divorced
null
Bachelor's
Unemployed
34.903189
Urban
Basic
1
3
355
4
2022-07-21 15:21:39.155231
Average
No
Weekly
Apartment
1,574
27,504
36
Male
3,416
Divorced
2
PhD
Employed
48.967231
Suburban
Basic
2
15
565
3
2023-06-24 15:21:39.123711
Average
Yes
Daily
House
48
27,505
38
Male
1,265
Single
4
Bachelor's
Employed
26.967305
Urban
Comprehensive
2
15
627
3
2021-10-08 15:21:39.134960
Average
Yes
Daily
House
522
27,506
53
Female
30,984
Married
2
Master's
Self-Employed
48.067888
Suburban
Premium
1
15
777
3
2021-06-12 15:21:39.083497
Poor
Yes
Daily
Apartment
703
27,507
28
Male
38,042
Married
null
Master's
Self-Employed
31.886087
Urban
Comprehensive
0
12
null
3
2023-03-29 15:21:39.181605
null
Yes
Monthly
Apartment
371
27,508
null
Male
35,689
Single
4
PhD
Unemployed
44.847303
Rural
Premium
0
0
693
6
2020-02-22 15:21:39.134960
Good
Yes
Weekly
House
522
27,509
38
Male
5,928
Married
1
Bachelor's
Employed
38.12101
Urban
Premium
null
14
704
7
2024-08-05 15:21:39.080184
Average
Yes
Weekly
House
1,470
27,510
22
Male
18,794
Single
3
Bachelor's
Unemployed
19.44163
Rural
Comprehensive
null
19
805
9
2021-08-12 15:21:39.193945
Poor
Yes
Weekly
House
523
27,511
55
Female
116,029
Divorced
2
PhD
null
null
Urban
Premium
1
18
478
1
2023-02-28 15:21:39.237118
Average
Yes
Rarely
Apartment
1,259
27,512
48
Female
58,329
Single
0
PhD
null
39.020939
Urban
Premium
null
17
735
2
2020-09-19 15:21:39.197445
null
No
Daily
Apartment
2,596
27,513
46
Female
13,977
Married
1
Bachelor's
Self-Employed
45.791377
Urban
Comprehensive
null
18
679
5
2021-07-02 15:21:39.259788
Good
Yes
Monthly
Apartment
1,201
27,514
57
Male
16,087
Single
4
Master's
null
27.233034
Rural
Premium
1
15
692
6
2024-02-18 15:21:39.199447
Good
No
Rarely
House
691
27,515
35
Female
8,172
Married
3
PhD
Self-Employed
34.288092
Urban
Comprehensive
null
16
556
1
2022-12-15 15:21:39.235012
Poor
No
Monthly
Condo
501
27,516
55
Male
939
Single
3
PhD
Employed
43.916219
Rural
Premium
2
7
null
7
2021-03-19 15:21:39.117183
Average
No
Monthly
House
208
27,517
48
Female
36,231
Divorced
2
High School
Employed
14.643558
Rural
Comprehensive
2
15
null
7
2023-04-14 15:21:39.237118
Average
Yes
Monthly
Apartment
742
27,518
36
Male
1,479
Divorced
2
Bachelor's
Self-Employed
19.857248
Rural
Premium
null
10
488
8
2024-06-06 15:21:39.088124
Poor
Yes
Weekly
Condo
2,482
27,519
47
Male
27,978
Divorced
3
High School
null
26.632186
Urban
Comprehensive
null
17
478
6
2020-07-26 15:21:39.249100
Good
Yes
Weekly
House
1,614
27,520
56
Female
23,593
Divorced
null
Master's
Employed
24.099124
Rural
Comprehensive
0
3
751
9
2023-05-06 15:21:39.098696
Poor
Yes
Daily
House
831
27,521
null
Female
45,318
Married
4
PhD
Self-Employed
11.504572
Urban
Basic
0
2
479
2
2020-08-19 15:21:39.226954
Poor
No
Weekly
House
542
27,522
58
Female
23,891
Married
0
Master's
null
9.966344
Urban
Comprehensive
1
18
565
8
2021-05-31 15:21:39.155231
Poor
Yes
Rarely
House
2,077
27,523
24
Male
39,752
Married
4
Bachelor's
Unemployed
null
Suburban
Basic
null
13
807
9
2023-09-19 15:21:39.082499
Poor
Yes
Rarely
Condo
963
27,524
47
Male
7,076
Divorced
4
Master's
Self-Employed
10.121451
Urban
Comprehensive
3
6
657
8
2024-06-03 15:21:39.134960
Poor
No
Rarely
Apartment
24
27,525
45
Female
6,819
Married
2
Master's
Self-Employed
26.007425
Urban
Comprehensive
0
12
514
3
2019-09-01 15:21:39.231531
Average
Yes
Weekly
Condo
1,694
27,526
55
Male
40,505
Married
1
PhD
Unemployed
50.01181
Urban
Basic
null
5
639
3
2022-06-26 15:21:39.130190
Poor
No
Daily
House
1,162
27,527
32
Male
84,848
Married
4
Bachelor's
null
34.237925
Suburban
Comprehensive
2
4
711
6
2022-09-06 15:21:39.233998
Poor
No
Daily
Apartment
100
27,528
38
Male
65,988
Single
0
Master's
Self-Employed
44.622741
Suburban
Basic
null
3
599
4
2020-01-27 15:21:39.155231
Poor
Yes
Daily
House
48
27,529
18
Female
1,004
Single
0
PhD
Unemployed
null
Rural
Comprehensive
0
8
391
6
2020-04-21 15:21:39.244069
Poor
No
Daily
Condo
532
27,530
19
Female
18,448
Married
2
High School
Self-Employed
45.123513
Suburban
Comprehensive
null
19
476
8
2022-07-11 15:21:39.123711
Poor
Yes
Daily
Apartment
233
27,531
53
Male
140,825
Married
3
Master's
Employed
26.81749
Urban
Premium
0
4
381
7
2024-05-30 15:21:39.114118
Average
Yes
Rarely
House
937
27,532
31
Female
11,234
Divorced
4
Master's
Self-Employed
20.3674
Suburban
Comprehensive
0
4
738
5
2022-12-14 15:21:39.176717
Poor
No
Weekly
House
597
27,533
38
Male
44,348
Divorced
0
Master's
Employed
19.06911
Rural
Premium
null
10
832
3
2024-05-08 15:21:39.188220
Good
Yes
Daily
Condo
44
27,534
45
Male
71,609
Single
null
PhD
Employed
23.739711
Suburban
Comprehensive
1
17
658
8
2021-08-05 15:21:39.254678
Poor
No
Monthly
Condo
112
27,535
37
Male
11,575
Divorced
3
PhD
Employed
43.35892
Suburban
Basic
2
2
745
8
2022-05-22 15:21:39.081504
Average
Yes
Monthly
House
959
27,536
58
Female
27,422
Married
1
Bachelor's
Unemployed
12.787518
Suburban
Comprehensive
3
5
438
1
2020-10-12 15:21:39.155231
Poor
Yes
Monthly
Apartment
1,484
27,537
62
Female
2,006
Single
0
Master's
null
12.103578
Urban
Basic
0
7
434
7
2024-04-30 15:21:39.236064
Average
No
Rarely
House
2,079
27,538
19
Female
3,298
Married
4
Bachelor's
Employed
null
Urban
Premium
0
2
null
2
2022-01-22 15:21:39.237118
null
Yes
Weekly
Condo
719
27,539
34
Male
37,845
Divorced
0
PhD
null
25.166909
Rural
Basic
0
14
772
8
2022-10-18 15:21:39.126661
Good
Yes
Monthly
Apartment
2,177
27,540
40
Female
23,952
Divorced
4
Bachelor's
Employed
24.847285
Suburban
Premium
null
4
822
2
2020-05-29 15:21:39.123711
Good
No
Monthly
Apartment
1,531
27,541
43
Male
40,488
Married
2
High School
Unemployed
7.888944
Suburban
Premium
0
6
404
4
2019-11-16 15:21:39.237118
Good
Yes
Monthly
Apartment
1,738
27,542
21
Female
53,556
Single
4
Master's
Self-Employed
45.430934
Suburban
Basic
0
5
341
3
2021-04-27 15:21:39.084065
Good
No
Weekly
Apartment
1,131
27,543
46
Female
64,799
Married
0
PhD
Self-Employed
null
Rural
Premium
2
13
648
2
2022-10-17 15:21:39.112553
Poor
No
Monthly
House
2,085
27,544
56
Female
1,022
Divorced
2
PhD
Self-Employed
19.270125
Suburban
Basic
1
18
439
5
2021-05-27 15:21:39.134960
Poor
Yes
Monthly
House
602
27,545
39
Male
30,569
Divorced
0
Master's
Employed
11.188631
Rural
Basic
1
19
808
5
2023-09-26 15:21:39.184157
Good
No
Monthly
Condo
514
27,546
41
Female
19,171
Single
3
High School
null
16.672976
Suburban
Comprehensive
0
17
434
7
2022-09-14 15:21:39.245086
Good
No
Daily
Condo
602
27,547
24
Female
13,791
Single
2
PhD
null
29.328314
Urban
Premium
0
8
481
6
2020-12-09 15:21:39.179186
Good
Yes
Rarely
Apartment
1,091
27,548
30
Male
96,797
Divorced
3
Bachelor's
null
46.088094
Suburban
Basic
2
16
312
7
2023-02-27 15:21:39.264504
Poor
No
Daily
House
959
27,549
35
Female
35,192
Divorced
1
High School
Employed
14.394102
Rural
Comprehensive
null
5
null
8
2022-02-28 15:21:39.201446
Average
No
Daily
Apartment
739
27,550
59
Female
43,476
Single
1
High School
Self-Employed
40.451367
Rural
Comprehensive
null
14
818
6
2021-07-06 15:21:39.132191
Average
No
Rarely
Apartment
1,068
27,551
null
Female
28,963
Married
0
PhD
null
9.847644
Rural
Premium
0
4
null
3
2020-02-08 15:21:39.237118
Good
No
Daily
Condo
487
27,552
60
Female
36,255
Single
3
Bachelor's
null
13.61851
Urban
Premium
2
8
527
1
2024-01-26 15:21:39.206847
Average
Yes
Daily
House
1,056
27,553
58
Male
124,729
Divorced
2
High School
Self-Employed
26.904285
Suburban
Premium
null
2
447
5
2019-08-30 15:21:39.133866
Poor
No
Weekly
Apartment
1,353
27,554
20
Male
6,966
Divorced
3
PhD
Unemployed
38.757059
Urban
Premium
null
17
466
6
2021-06-16 15:21:39.261856
Average
No
Monthly
Condo
622
27,555
36
Female
1,809
Married
3
Bachelor's
null
48.27085
Suburban
Comprehensive
1
13
613
1
2020-06-30 15:21:39.247098
Good
Yes
Daily
Apartment
1,875
27,556
63
Male
18,072
Divorced
0
Bachelor's
Unemployed
24.097495
Suburban
Premium
2
13
513
7
2019-09-23 15:21:39.280784
null
Yes
Daily
Condo
288
27,557
22
Female
18,031
Divorced
0
Bachelor's
Self-Employed
10.966328
Suburban
Premium
1
9
688
9
2022-01-13 15:21:39.081504
Poor
No
Daily
Condo
645
27,558
29
Female
7,078
Single
4
PhD
Unemployed
15.939641
Rural
Comprehensive
0
0
684
6
2021-07-19 15:21:39.155231
Good
Yes
Rarely
House
2,178
27,559
62
Male
48,979
Divorced
2
High School
Unemployed
30.948449
Suburban
Basic
1
16
575
6
2024-06-28 15:21:39.204790
Good
No
Rarely
House
227
27,560
62
Male
1,424
Married
1
Master's
Unemployed
null
Suburban
Basic
null
9
567
6
2020-10-22 15:21:39.114118
Good
No
Rarely
Condo
1,836
27,561
61
Female
55,781
Married
2
PhD
Unemployed
null
Urban
Basic
3
14
826
5
2020-08-15 15:21:39.096739
Good
No
Weekly
House
1,783
27,562
53
Female
18,079
Married
2
PhD
null
11.67388
Suburban
Basic
null
10
397
5
2023-10-12 15:21:39.223390
Poor
Yes
Rarely
House
1,523
27,563
21
Female
8,340
Divorced
3
PhD
Unemployed
21.090341
Suburban
Comprehensive
0
10
707
9
2023-03-09 15:21:39.128286
Good
No
Monthly
House
57
27,564
31
Male
28,445
Single
3
Bachelor's
null
11.926311
Urban
Comprehensive
2
16
369
5
2020-03-29 15:21:39.185215
Good
Yes
Weekly
Condo
1,258
27,565
26
Female
104,929
Divorced
3
High School
Unemployed
12.24304
Rural
Premium
null
7
329
6
2021-11-16 15:21:39.134960
Poor
No
Monthly
Apartment
329
27,566
55
Female
649
Single
4
PhD
Employed
53.503068
Rural
Premium
1
19
524
8
2020-09-04 15:21:39.082499
Average
Yes
Rarely
Condo
2,589
27,567
40
Male
80,550
Divorced
2
Master's
Unemployed
14.267629
Suburban
Comprehensive
1
19
729
5
2022-10-19 15:21:39.110557
null
Yes
Monthly
Condo
122
27,568
53
Male
27,983
Divorced
null
Bachelor's
Self-Employed
null
Urban
Premium
0
12
647
1
2022-03-28 15:21:39.151732
Poor
Yes
Rarely
House
1,317
27,569
59
Female
10,183
Divorced
4
Bachelor's
Self-Employed
30.485909
Urban
Comprehensive
null
12
804
4
2023-10-01 15:21:39.244069
null
Yes
Rarely
Condo
3,156
27,570
27
Male
30,823
Married
1
Master's
Employed
13.838843
Rural
Comprehensive
0
8
608
3
2023-11-04 15:21:39.106582
Good
Yes
Weekly
Condo
591
27,571
36
Male
34,369
Divorced
0
Master's
Self-Employed
12.038372
Suburban
Basic
null
19
493
1
2020-02-16 15:21:39.178918
Poor
Yes
Daily
Condo
656
27,572
57
Male
43,989
Divorced
1
Bachelor's
null
18.822795
Rural
Comprehensive
1
2
552
5
2020-08-02 15:21:39.123711
Good
Yes
Rarely
Condo
817
27,573
33
Female
26,139
Divorced
2
High School
Self-Employed
24.847182
Suburban
Comprehensive
null
2
523
7
2020-04-22 15:21:39.248098
Average
Yes
Weekly
Apartment
654
27,574
34
Female
54,774
Single
null
Master's
Unemployed
50.071269
Urban
Basic
null
15
425
6
2021-12-24 15:21:39.267454
Good
No
Weekly
House
2,471
27,575
32
Female
31,881
Divorced
0
High School
null
21.584431
Rural
Premium
0
9
719
8
2023-06-16 15:21:39.243823
Poor
Yes
Rarely
House
431
27,576
51
Female
2,369
Married
4
Bachelor's
Unemployed
29.769854
Urban
Comprehensive
2
1
742
3
2019-12-23 15:21:39.082499
Average
No
Daily
Condo
983
27,577
21
Male
7,091
Single
4
PhD
null
13.898446
Urban
Premium
3
18
705
9
2020-04-27 15:21:39.123711
Good
Yes
Weekly
Condo
665
27,578
39
Female
5,524
Married
3
Bachelor's
Employed
18.918697
Suburban
Basic
1
3
413
1
2022-02-28 15:21:39.185215
Poor
No
Rarely
Apartment
1,691
27,579
61
Female
59,078
Married
2
PhD
null
22.929883
Urban
Basic
null
5
378
6
2020-05-12 15:21:39.237118
Average
Yes
Rarely
House
1,217
27,580
30
Male
30,214
Married
4
Master's
Employed
31.457615
Suburban
Basic
null
1
381
8
2024-04-27 15:21:39.099739
Good
Yes
Monthly
Apartment
1,382
27,581
50
Female
967
Divorced
1
PhD
Self-Employed
45.567772
Suburban
Basic
2
3
554
8
2020-09-21 15:21:39.134960
Poor
Yes
Rarely
House
681
27,582
18
Female
20,683
Divorced
3
PhD
Unemployed
12.569604
Suburban
Premium
0
11
539
7
2022-05-06 15:21:39.264504
Average
Yes
Weekly
Condo
714
27,583
22
Female
116,912
Single
2
High School
null
39.283346
Rural
Premium
0
9
482
7
2023-02-03 15:21:39.282785
Poor
No
Daily
House
393
27,584
28
Male
44,119
Single
3
PhD
Self-Employed
9.867472
Suburban
Basic
2
16
669
2
2024-06-04 15:21:39.091080
Good
No
Weekly
Apartment
723
27,585
18
Female
18,509
Married
4
Master's
null
23.81602
Urban
Basic
0
0
null
2
2022-07-19 15:21:39.154008
Poor
No
Rarely
Condo
725
27,586
22
Female
14,053
Single
0
Bachelor's
Self-Employed
35.438925
Urban
Basic
null
8
661
8
2020-03-14 15:21:39.134960
Poor
Yes
Rarely
Apartment
855
27,587
62
Male
81,748
Single
4
High School
Unemployed
7.496697
Urban
Comprehensive
2
6
438
9
2020-09-16 15:21:39.106582
Good
No
Rarely
Apartment
641
27,588
29
Male
23,458
Divorced
0
Master's
null
9.611641
Urban
Basic
2
15
784
7
2023-04-03 15:21:39.101733
Average
Yes
Weekly
Condo
720
27,589
61
Female
26,761
Single
2
Master's
Self-Employed
36.118548
Urban
Premium
0
15
425
4
2022-02-26 15:21:39.110557
Poor
No
Weekly
Condo
824
27,590
34
Male
127,551
Divorced
2
Master's
Employed
36.793886
Suburban
Basic
2
17
null
2
2020-10-26 15:21:39.201446
Poor
No
Weekly
Condo
150
27,591
31
Male
38,150
Married
4
Bachelor's
Unemployed
29.466814
Urban
Comprehensive
0
1
655
7
2021-04-24 15:21:39.089116
Poor
No
Rarely
Condo
430
27,592
42
Male
27,463
Divorced
0
Bachelor's
null
39.596784
Suburban
Comprehensive
1
19
587
3
2023-02-12 15:21:39.177724
Poor
No
Daily
Apartment
903
27,593
22
Female
37,661
Single
0
High School
null
6.794444
Rural
Premium
0
3
834
9
2021-01-07 15:21:39.154008
Average
Yes
Rarely
Condo
791
27,594
38
Female
19,246
Married
2
Bachelor's
Employed
33.887149
Suburban
Premium
1
9
552
2
2020-10-08 15:21:39.207847
Good
Yes
Rarely
Condo
147
27,595
20
Female
27,511
Married
0
Master's
Unemployed
5.792657
Urban
Premium
1
15
414
6
2021-01-23 15:21:39.197445
Poor
No
Daily
House
2,754
27,596
31
Male
29,350
Single
4
Bachelor's
null
19.593352
Rural
Basic
null
11
561
4
2020-07-12 15:21:39.093681
Poor
Yes
Monthly
Apartment
575
27,597
40
Female
16,962
Married
3
Master's
Self-Employed
7.096388
Suburban
Premium
null
5
null
7
2023-11-09 15:21:39.092127
Good
Yes
Weekly
House
1,089
27,598
18
Male
18,096
Divorced
1
Master's
Employed
30.157376
Suburban
Comprehensive
null
7
709
2
2022-02-06 15:21:39.155231
Poor
No
Rarely
Apartment
1,864
27,599
34
Male
86,529
Married
2
High School
Unemployed
8.784878
Rural
Basic
0
12
431
3
2022-06-19 15:21:39.272456
Good
No
Weekly
Condo
2,524