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
47,400
57
Female
44,794
Married
0
PhD
null
13.493407
Suburban
Comprehensive
2
11
609
1
2023-04-06 15:21:39.237118
Good
No
Rarely
House
283
47,401
28
Female
11,573
Divorced
null
Master's
Employed
31.904258
Suburban
Basic
null
16
586
9
2020-11-12 15:21:39.267454
Good
Yes
Monthly
House
1,290
47,402
21
Female
10,182
Married
1
Master's
null
51.912458
Suburban
Basic
0
18
513
7
2020-07-03 15:21:39.118178
Average
Yes
Weekly
House
2,919
47,403
28
Male
44,922
Married
2
Master's
Employed
6.924471
Rural
Comprehensive
1
12
725
8
2021-04-27 15:21:39.155231
Average
No
Weekly
Condo
1,044
47,404
52
Female
28,627
Divorced
2
Bachelor's
null
5.787067
Urban
Premium
2
1
487
6
2023-07-11 15:21:39.237118
Poor
Yes
Rarely
Condo
1,257
47,405
32
Male
null
Divorced
4
High School
Unemployed
28.173063
Suburban
Comprehensive
null
19
635
3
2023-06-20 15:21:39.094752
null
No
Weekly
Apartment
2,554
47,406
46
Female
44,848
Single
4
Master's
Unemployed
21.99488
Urban
Premium
null
4
696
9
2023-02-06 15:21:39.078837
Poor
Yes
Daily
Apartment
807
47,407
55
Male
33,264
Married
2
PhD
Unemployed
20.926359
Suburban
Basic
null
4
571
2
2019-12-13 15:21:39.278402
Poor
Yes
Weekly
Condo
563
47,408
61
Male
29,368
Married
1
PhD
Self-Employed
null
Suburban
Comprehensive
null
12
822
5
2023-09-14 15:21:39.155231
Average
No
Daily
Condo
803
47,409
61
Female
659
Married
1
PhD
null
15.248833
Rural
Premium
0
9
502
7
2023-04-09 15:21:39.207847
Average
No
Monthly
Apartment
504
47,410
53
Female
3,852
Married
4
Bachelor's
Unemployed
26.848202
Urban
Basic
null
18
555
1
2022-08-14 15:21:39.251142
Average
No
Daily
Condo
100
47,411
60
Female
148,634
Single
4
Master's
Self-Employed
7.599998
Suburban
Comprehensive
null
6
333
6
2022-01-26 15:21:39.152732
Average
No
Monthly
Apartment
3,015
47,412
40
Male
4,838
Married
2
Bachelor's
Unemployed
35.076128
Suburban
Basic
0
17
372
5
2020-05-07 15:21:39.082499
Poor
No
Rarely
House
29
47,413
51
Female
null
Divorced
4
High School
Unemployed
null
Suburban
Basic
null
8
314
9
2022-10-30 15:21:39.187211
Good
Yes
Rarely
Condo
2,369
47,414
53
Male
53,583
Married
2
PhD
null
26.013454
Urban
Comprehensive
3
8
null
2
2019-12-22 15:21:39.207847
Average
Yes
Weekly
House
1,885
47,415
18
Female
36,130
Single
0
High School
null
45.71022
Urban
Basic
1
1
646
6
2020-09-22 15:21:39.087123
Good
No
Daily
House
2,092
47,416
53
Male
93,824
Single
3
Bachelor's
null
51.945008
Suburban
Basic
1
18
null
8
2022-08-12 15:21:39.155231
Good
Yes
Monthly
Condo
930
47,417
null
Female
81,270
Single
3
Bachelor's
Unemployed
31.156915
Rural
Basic
2
4
765
6
2022-07-01 15:21:39.093681
Good
No
Monthly
Apartment
2,093
47,418
62
Female
1,699
Single
3
PhD
null
27.829061
Rural
Comprehensive
2
13
617
3
2021-09-13 15:21:39.250151
Poor
Yes
Monthly
House
574
47,419
36
Male
23,188
Single
4
PhD
Unemployed
34.717486
Rural
Premium
null
4
596
8
2021-07-14 15:21:39.155231
Poor
No
Daily
Condo
690
47,420
44
Female
1,628
Single
1
Bachelor's
Self-Employed
11.940519
Rural
Comprehensive
1
14
318
6
2023-02-11 15:21:39.155231
Good
Yes
Monthly
Condo
479
47,421
45
Female
1,318
Divorced
0
High School
Self-Employed
26.595522
Rural
Comprehensive
0
5
742
9
2022-08-19 15:21:39.134960
Average
Yes
Daily
House
3,029
47,422
44
Male
20,797
Single
1
Master's
null
20.151513
Rural
Basic
0
9
823
4
2023-09-05 15:21:39.155231
Good
Yes
Weekly
Condo
1,069
47,423
28
Male
37,003
Single
4
High School
Employed
31.122552
Suburban
Basic
1
12
422
1
2023-07-25 15:21:39.167099
Good
Yes
Daily
Condo
4,876
47,424
38
Male
null
Married
3
PhD
Unemployed
24.276099
Rural
Comprehensive
1
17
398
1
2021-08-19 15:21:39.099739
Good
No
Monthly
House
394
47,425
40
Male
27,084
Divorced
0
High School
null
9.766799
Rural
Basic
1
10
345
6
2020-02-24 15:21:39.173834
Good
No
Monthly
Condo
919
47,426
38
Male
80,610
Divorced
4
PhD
null
6.912291
Urban
Premium
1
19
415
4
2020-02-22 15:21:39.177724
Good
No
Weekly
Apartment
1,206
47,427
45
Female
7,073
Divorced
0
Bachelor's
Unemployed
37.879134
Rural
Premium
0
0
null
6
2023-05-22 15:21:39.126661
Average
Yes
Rarely
House
619
47,428
25
Female
66,924
Single
3
Master's
null
28.245938
Urban
Comprehensive
0
16
491
7
2019-11-09 15:21:39.155231
Poor
No
Rarely
Condo
3,026
47,429
21
Male
40,682
Single
3
Master's
Employed
20.938143
Urban
Basic
1
19
585
3
2022-05-21 15:21:39.134960
Poor
No
Rarely
Condo
626
47,430
null
Male
57,503
Divorced
null
PhD
Unemployed
12.979033
Suburban
Comprehensive
null
6
347
5
2021-07-26 15:21:39.236064
Poor
Yes
Daily
House
1,068
47,431
26
Female
59,411
Divorced
1
Bachelor's
Self-Employed
24.531196
Urban
Basic
1
16
372
5
2021-04-03 15:21:39.194829
Average
No
Daily
Condo
76
47,432
18
Male
29,096
Single
2
Master's
Employed
27.937399
Suburban
Premium
null
14
619
9
2024-03-24 15:21:39.273973
Average
No
Weekly
House
716
47,433
59
Female
54,742
Single
null
Bachelor's
Unemployed
42.89752
Urban
Premium
null
16
804
9
2023-02-05 15:21:39.097737
Good
Yes
Monthly
House
223
47,434
25
Female
null
Single
1
Bachelor's
Unemployed
15.927302
Urban
Comprehensive
null
12
318
1
2021-04-23 15:21:39.091080
Average
No
Monthly
House
28
47,435
46
Female
32,636
Divorced
1
Bachelor's
null
42.023931
Rural
Premium
0
15
785
5
2020-05-13 15:21:39.155231
Good
Yes
Weekly
Condo
97
47,436
27
Male
102,784
Single
2
PhD
Unemployed
21.488217
Rural
Basic
null
2
383
5
2022-08-30 15:21:39.265513
Poor
Yes
Daily
Apartment
1,221
47,437
41
Male
38,699
Single
4
PhD
Self-Employed
32.935554
Urban
Comprehensive
null
7
712
9
2022-07-26 15:21:39.223390
Average
No
Daily
House
1,495
47,438
32
Male
124,612
Divorced
4
High School
Unemployed
18.912165
Rural
Basic
1
12
464
9
2023-02-02 15:21:39.283783
Poor
Yes
Monthly
Apartment
2,266
47,439
35
Male
9,051
Married
2
PhD
Employed
34.065799
Urban
Premium
null
5
689
2
2022-05-04 15:21:39.251142
Average
No
Rarely
Apartment
563
47,440
21
Female
44,632
Married
0
PhD
Unemployed
9.249878
Suburban
Basic
1
13
832
6
2019-08-24 15:21:39.282785
Poor
Yes
Rarely
House
921
47,441
39
Female
12,962
Married
2
Master's
Employed
36.927922
Urban
Basic
1
14
521
4
2023-10-04 15:21:39.259788
Average
No
Daily
House
1,513
47,442
51
Male
12,894
Married
null
PhD
null
43.539094
Urban
Basic
0
18
553
9
2020-08-08 15:21:39.080440
Average
No
Rarely
Apartment
694
47,443
59
Male
92,449
Single
null
Master's
Unemployed
null
Urban
Basic
null
8
496
3
2022-10-06 15:21:39.167099
Poor
Yes
Rarely
Apartment
977
47,444
60
Female
30,643
Divorced
0
Master's
null
12.049249
Suburban
Basic
2
17
444
6
2022-11-09 15:21:39.281787
Average
No
Monthly
Apartment
444
47,445
37
Male
53,734
Divorced
0
High School
null
24.638273
Urban
Basic
1
5
687
8
2022-07-26 15:21:39.155231
Average
No
Rarely
Condo
101
47,446
32
Female
31,932
Divorced
3
Master's
Employed
12.622891
Urban
Basic
0
18
646
6
2023-03-07 15:21:39.189223
Average
No
Monthly
Apartment
1,496
47,447
44
Female
46,344
Divorced
null
Master's
Unemployed
33.717833
Rural
Comprehensive
1
18
null
8
2021-10-29 15:21:39.190215
Average
Yes
Weekly
Condo
1,813
47,448
54
Male
111,952
Divorced
3
Bachelor's
Self-Employed
22.845803
Urban
Comprehensive
1
9
379
2
2022-11-27 15:21:39.083497
Poor
No
Weekly
Condo
2,553
47,449
53
Female
14,081
Married
2
Bachelor's
Unemployed
26.17996
Rural
Comprehensive
1
0
null
1
2021-04-11 15:21:39.124659
Poor
No
Rarely
Condo
927
47,450
20
Female
17,310
Married
1
Bachelor's
Employed
21.75496
Urban
Premium
2
11
328
5
2019-11-10 15:21:39.248098
Good
Yes
Rarely
Condo
847
47,451
27
Male
27,126
Single
3
High School
Self-Employed
null
Suburban
Premium
null
15
846
4
2023-12-25 15:21:39.168099
Good
No
Rarely
Condo
615
47,452
53
Male
8,484
Divorced
3
Bachelor's
null
50.066884
Suburban
Basic
2
6
366
2
2022-01-01 15:21:39.167099
Poor
No
Daily
Apartment
590
47,453
37
Female
16,981
Divorced
0
PhD
Employed
38.805921
Suburban
Premium
1
11
543
6
2022-07-29 15:21:39.134960
Poor
Yes
Weekly
Apartment
749
47,454
38
Female
148,856
Single
3
Bachelor's
Unemployed
null
Suburban
Premium
0
18
464
6
2021-12-01 15:21:39.282785
Average
No
Monthly
House
1,654
47,455
46
Female
4,527
Divorced
null
Bachelor's
null
25.814298
Suburban
Premium
3
0
709
9
2020-07-21 15:21:39.179186
Good
No
Daily
House
641
47,456
50
Female
17,092
Single
4
High School
null
null
Rural
Premium
0
5
753
3
2020-04-14 15:21:39.155231
Average
No
Rarely
Apartment
929
47,457
44
Female
null
Divorced
0
PhD
Self-Employed
36.120854
Urban
Premium
2
13
446
5
2023-05-09 15:21:39.092127
Good
No
Daily
Apartment
2,358
47,458
28
Female
45,930
Married
null
PhD
null
28.203025
Suburban
Basic
0
0
600
2
2022-10-03 15:21:39.096739
Poor
No
Monthly
Apartment
1,331
47,459
26
Male
7,636
Divorced
2
PhD
Unemployed
12.337701
Urban
Comprehensive
1
9
584
1
2021-08-31 15:21:39.167099
Good
Yes
Rarely
Apartment
1,224
47,460
43
Male
43,747
Single
3
Bachelor's
Employed
29.097543
Rural
Comprehensive
2
4
625
2
2020-10-06 15:21:39.177724
Average
Yes
Rarely
Apartment
1,535
47,461
54
Female
16,272
Married
null
High School
Employed
7.18382
Suburban
Basic
1
3
744
7
2022-11-14 15:21:39.097737
Good
No
Monthly
Condo
612
47,462
52
Female
14,894
Divorced
0
Master's
null
32.097431
Rural
Premium
null
10
834
3
2023-07-29 15:21:39.124659
Average
Yes
Weekly
Apartment
1,135
47,463
35
Male
100,147
null
3
PhD
Unemployed
19.014732
Urban
Basic
2
10
441
5
2019-09-06 15:21:39.186212
Average
Yes
Monthly
House
422
47,464
62
Male
3,740
Single
3
Master's
null
46.081851
Urban
Premium
2
12
563
1
2019-11-28 15:21:39.237118
Good
Yes
Weekly
House
985
47,465
40
Female
33,754
Single
4
High School
Unemployed
39.0935
Urban
Premium
2
0
826
8
2023-11-27 15:21:39.254678
Poor
Yes
Rarely
Apartment
38
47,466
44
Female
94,567
Divorced
0
PhD
Employed
18.95102
Rural
Comprehensive
3
12
768
3
2021-03-16 15:21:39.189223
Average
No
Rarely
Condo
234
47,467
63
Female
43,741
Married
3
PhD
null
23.874992
Suburban
Comprehensive
0
10
null
1
2022-06-28 15:21:39.237118
Average
Yes
Daily
Apartment
557
47,468
26
Male
1,642
Married
0
PhD
Self-Employed
31.62443
Urban
Comprehensive
0
7
431
3
2022-01-25 15:21:39.194829
null
Yes
Weekly
House
2,892
47,469
59
Female
26,981
Single
4
PhD
Self-Employed
7.383588
Suburban
Comprehensive
4
5
643
1
2023-10-27 15:21:39.289099
Average
Yes
Monthly
Apartment
2,265
47,470
57
Female
26,668
Divorced
4
Master's
null
21.97225
Rural
Comprehensive
0
11
723
6
2023-09-09 15:21:39.096739
Poor
No
Weekly
Condo
1,336
47,471
42
Male
42,309
Divorced
1
High School
Unemployed
32.502474
Suburban
Comprehensive
1
0
784
3
2021-05-15 15:21:39.123711
Good
Yes
Daily
Condo
975
47,472
58
Female
null
null
0
PhD
Unemployed
22.282444
Suburban
Premium
0
9
387
7
2019-12-05 15:21:39.155231
Poor
No
Monthly
Apartment
1,006
47,473
40
Male
73,828
Divorced
0
Bachelor's
Self-Employed
11.997986
Rural
Premium
1
12
435
3
2022-07-02 15:21:39.172097
Poor
Yes
Weekly
House
1,209
47,474
42
Male
1,009
Single
4
High School
Self-Employed
30.738301
Rural
Comprehensive
2
19
692
9
2020-11-18 15:21:39.155231
Good
No
Daily
Apartment
20
47,475
24
Female
35,017
Married
null
Bachelor's
null
30.859224
Suburban
Basic
null
19
694
2
2023-11-11 15:21:39.126661
Good
No
Monthly
Condo
1,211
47,476
64
Male
19,774
Married
1
Bachelor's
Unemployed
26.966002
Suburban
Basic
0
18
767
8
2024-05-29 15:21:39.095696
Average
Yes
Rarely
House
264
47,477
44
Male
29,092
Married
4
Bachelor's
Unemployed
44.638355
Suburban
Premium
1
18
614
7
2021-01-02 15:21:39.092127
Average
Yes
Monthly
Condo
706
47,478
58
Male
23,239
Divorced
1
Master's
Employed
32.711775
Urban
Premium
2
0
573
9
2022-12-27 15:21:39.255696
Good
No
Monthly
Apartment
414
47,479
43
Female
14,991
Divorced
0
Master's
Unemployed
null
Rural
Comprehensive
0
6
null
5
2021-01-17 15:21:39.134960
Average
Yes
Daily
House
704
47,480
54
Male
61,499
Single
1
PhD
Employed
30.824578
Urban
Basic
1
0
404
9
2023-04-15 15:21:39.252145
Poor
Yes
Daily
Apartment
527
47,481
52
Female
19,282
Single
null
Master's
Employed
13.38314
Rural
Basic
1
16
331
7
2024-05-18 15:21:39.198406
Average
Yes
Monthly
House
2,957
47,482
53
Female
141,639
Divorced
0
PhD
Unemployed
16.946803
Suburban
Premium
1
1
466
8
2023-07-05 15:21:39.132191
Good
Yes
Rarely
Apartment
29
47,483
53
Female
61,137
Single
4
High School
null
24.16931
Suburban
Basic
2
4
847
9
2023-08-18 15:21:39.122134
null
No
Weekly
Condo
1,854
47,484
57
Female
8,061
Divorced
3
Bachelor's
Self-Employed
49.965123
Urban
Basic
null
1
791
1
2021-02-23 15:21:39.221386
Good
Yes
Daily
Apartment
676
47,485
19
Male
29,190
Divorced
3
PhD
Employed
41.674964
Suburban
Premium
2
1
599
1
2023-09-21 15:21:39.216387
Good
No
Daily
Apartment
604
47,486
null
Male
11,309
Married
4
Master's
null
45.386463
Suburban
Comprehensive
1
18
826
2
2024-07-30 15:21:39.091080
Average
No
Weekly
Apartment
476
47,487
53
Male
null
Single
0
PhD
Self-Employed
8.907185
Urban
Premium
0
14
388
6
2020-12-04 15:21:39.237118
Poor
Yes
Weekly
House
1,211
47,488
48
Female
73,633
Divorced
2
High School
null
30.837654
Suburban
Basic
1
6
600
6
2022-12-18 15:21:39.110557
Poor
Yes
Monthly
Apartment
101
47,489
55
Female
44,284
Single
3
PhD
Self-Employed
3.744903
Suburban
Premium
1
18
775
2
2023-07-24 15:21:39.281787
Poor
No
Weekly
Apartment
484
47,490
63
Female
44,227
Divorced
1
Master's
Employed
44.05896
Suburban
Basic
null
1
571
4
2023-07-02 15:21:39.086123
Average
Yes
Monthly
Apartment
767
47,491
56
Male
45,982
Single
2
Master's
null
30.751581
Suburban
Premium
3
15
463
5
2020-07-09 15:21:39.134960
Average
Yes
Monthly
Condo
1,885
47,492
57
Female
14,180
Married
4
Bachelor's
null
9.901939
Urban
Basic
null
18
496
8
2022-04-04 15:21:39.134960
Average
Yes
Weekly
Apartment
598
47,493
63
Male
10,735
Single
2
PhD
Self-Employed
47.051373
Rural
Basic
null
13
380
9
2023-08-19 15:21:39.097737
Average
No
Monthly
Apartment
622
47,494
25
Male
5,033
Married
1
Bachelor's
Unemployed
null
Rural
Comprehensive
1
1
787
9
2022-09-07 15:21:39.094752
Poor
Yes
Monthly
Condo
1,355
47,495
24
Female
77,565
Divorced
4
High School
Self-Employed
43.154053
Rural
Comprehensive
3
17
480
4
2022-09-07 15:21:39.180553
Poor
Yes
Rarely
Apartment
2,421
47,496
50
Male
null
Married
1
Bachelor's
null
36.640869
Suburban
Basic
1
15
315
4
2019-08-31 15:21:39.206847
Poor
No
Weekly
Condo
1,662
47,497
26
Male
827
Single
3
High School
null
12.027655
Rural
Premium
1
19
465
4
2023-04-29 15:21:39.247098
Average
Yes
Weekly
Apartment
1,328
47,498
64
Male
13,427
Divorced
4
High School
Self-Employed
23.979371
Urban
Premium
null
12
null
3
2021-04-16 15:21:39.252145
Good
No
Monthly
Apartment
2,961
47,499
26
Male
null
Single
1
PhD
Employed
21.923551
Rural
Basic
3
1
769
4
2024-06-03 15:21:39.274993
Average
No
Monthly
House
24