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
1,189,400
60
Female
24,998
Divorced
null
PhD
Employed
22.099223
Suburban
Basic
3
7
734
6
2023-12-07 15:21:39.237118
Average
No
Daily
House
250
1,189,401
54
Male
141,806
Single
3
PhD
null
6.092262
Urban
Basic
null
6
355
7
2022-03-09 15:21:39.098696
Poor
Yes
Weekly
Condo
1,808
1,189,402
25
Male
28,722
Single
null
PhD
Employed
30.909
Suburban
Basic
null
16
638
3
2021-03-27 15:21:39.223901
Poor
Yes
Weekly
Condo
2,705
1,189,403
19
Male
116,861
Married
0
High School
null
24.35563
Urban
Comprehensive
null
15
380
6
2024-07-02 15:21:39.079026
Poor
Yes
Monthly
House
688
1,189,404
55
Male
null
Single
0
High School
Self-Employed
21.788116
Suburban
Basic
null
11
323
7
2020-03-07 15:21:39.134960
Good
No
Rarely
House
511
1,189,405
48
Male
148,607
Divorced
0
PhD
Self-Employed
25.753821
Rural
Comprehensive
1
16
483
9
2020-04-10 15:21:39.209847
Poor
Yes
Monthly
Condo
148
1,189,406
55
Female
52,656
Divorced
1
Master's
Employed
44.738101
Suburban
Comprehensive
0
8
762
5
2024-02-12 15:21:39.237118
Good
No
Weekly
Apartment
100
1,189,407
32
Male
17,763
Married
2
High School
null
null
Rural
Comprehensive
null
0
673
2
2022-04-25 15:21:39.092127
Poor
No
Rarely
Apartment
1,665
1,189,408
40
Male
30,280
Divorced
0
High School
null
42.337839
Rural
Basic
1
13
644
8
2023-10-23 15:21:39.207847
Poor
Yes
Monthly
Apartment
1,672
1,189,409
38
Female
16,787
Married
0
Master's
Self-Employed
24.766689
Suburban
Premium
2
2
515
5
2020-05-31 15:21:39.180553
Poor
No
Monthly
Apartment
719
1,189,410
34
Male
3,237
Married
1
Master's
null
43.711878
Suburban
Comprehensive
0
15
589
8
2022-01-22 15:21:39.152732
Good
Yes
Monthly
Apartment
236
1,189,411
30
Female
38,962
Divorced
1
Bachelor's
Employed
16.566916
Urban
Comprehensive
1
5
759
3
2022-06-16 15:21:39.155231
Poor
Yes
Rarely
Apartment
593
1,189,412
46
Female
16,891
Divorced
3
Master's
Employed
8.859481
Suburban
Comprehensive
1
9
731
5
2022-07-18 15:21:39.248098
Average
Yes
Weekly
Apartment
545
1,189,413
33
Male
18,098
Single
4
Master's
null
14.664386
Suburban
Basic
null
5
564
4
2019-11-20 15:21:39.149731
Good
Yes
Rarely
Apartment
2,671
1,189,414
53
Female
18,094
Divorced
3
High School
Unemployed
27.647742
Suburban
Comprehensive
3
19
710
9
2020-09-15 15:21:39.090124
Poor
Yes
Monthly
Condo
446
1,189,415
59
Female
26,897
Divorced
3
Master's
Employed
9.485814
Suburban
Premium
0
12
767
4
2020-01-19 15:21:39.126661
Good
No
Rarely
Apartment
1,040
1,189,416
52
Male
32,014
Single
1
Master's
null
17.097034
Urban
Premium
0
9
829
3
2021-07-04 15:21:39.155231
Good
No
Daily
Condo
483
1,189,417
21
Female
34,689
Married
null
Master's
Employed
37.736729
Suburban
Basic
1
5
311
4
2020-08-24 15:21:39.247098
Poor
No
Daily
Apartment
1,388
1,189,418
39
Male
72,593
Married
3
Bachelor's
Unemployed
38.284446
Urban
Basic
0
8
448
6
2022-10-31 15:21:39.134960
Good
Yes
Monthly
Condo
1,040
1,189,419
60
Male
2,943
Married
2
Bachelor's
Self-Employed
37.996639
Rural
Premium
null
11
382
4
2021-08-05 15:21:39.274993
Poor
No
Monthly
House
887
1,189,420
53
Male
35,123
Divorced
4
PhD
Self-Employed
7.922175
Urban
Premium
0
9
532
5
2024-07-19 15:21:39.261856
Good
Yes
Rarely
Condo
111
1,189,421
31
Female
102,761
Divorced
4
Master's
Unemployed
21.859432
Urban
Comprehensive
null
17
320
3
2023-02-06 15:21:39.146733
Average
Yes
Daily
Condo
841
1,189,422
21
Male
27,385
Divorced
0
Bachelor's
null
47.509801
Suburban
Comprehensive
1
18
null
7
2022-09-22 15:21:39.180553
Poor
Yes
Daily
Condo
1,206
1,189,423
31
Male
3,098
Divorced
3
PhD
Employed
9.672558
Urban
Basic
0
1
472
4
2024-07-15 15:21:39.134960
Poor
No
Daily
Condo
2,686
1,189,424
40
Male
17,607
Married
0
High School
Self-Employed
16.391183
Suburban
Premium
null
7
336
1
2023-03-25 15:21:39.155231
Good
Yes
Weekly
Condo
1,341
1,189,425
30
Female
14,094
Single
3
Bachelor's
null
14.59599
Rural
Comprehensive
1
9
498
9
2023-03-15 15:21:39.131192
Average
No
Monthly
Apartment
618
1,189,426
27
Male
44,769
Divorced
2
High School
Employed
20.547649
Rural
Comprehensive
null
3
null
2
2023-11-27 15:21:39.080440
Poor
Yes
Monthly
Apartment
1,201
1,189,427
61
Male
9,058
Single
0
Bachelor's
null
21.61067
Rural
Comprehensive
0
10
305
2
2024-06-17 15:21:39.265513
Poor
Yes
Rarely
Apartment
478
1,189,428
34
Male
16,054
Married
3
Master's
Self-Employed
29.994859
Urban
Premium
1
9
532
5
2021-07-31 15:21:39.237118
Average
No
Daily
Apartment
30
1,189,429
53
Female
5,948
Married
3
Master's
null
6.082472
Rural
Premium
null
14
535
2
2024-07-17 15:21:39.134960
Good
Yes
Monthly
Apartment
1,051
1,189,430
31
Female
134,801
Divorced
2
Bachelor's
null
40.573567
Rural
Comprehensive
0
6
509
2
2020-09-03 15:21:39.125660
null
No
Rarely
Apartment
1,619
1,189,431
30
Male
6,859
Single
3
High School
Self-Employed
null
Urban
Comprehensive
2
4
null
1
2023-10-06 15:21:39.194829
Poor
Yes
Monthly
Apartment
591
1,189,432
30
Female
133,548
Single
3
Master's
Employed
40.03938
Rural
Premium
1
5
328
9
2024-01-19 15:21:39.206847
Average
No
Monthly
Condo
522
1,189,433
30
Female
103,427
Divorced
2
Master's
null
37.001821
Suburban
Comprehensive
2
18
673
7
2019-09-04 15:21:39.085129
null
No
Monthly
House
1,621
1,189,434
33
Male
4,089
Divorced
2
PhD
null
17.739602
Rural
Basic
1
18
506
4
2020-02-29 15:21:39.201446
Poor
No
Rarely
Condo
1,605
1,189,435
39
Male
923
Divorced
2
High School
Self-Employed
20.711127
Rural
Comprehensive
2
15
822
3
2020-08-24 15:21:39.155231
Good
Yes
Monthly
Apartment
1,769
1,189,436
34
Male
6,734
Single
4
Bachelor's
Unemployed
24.858916
Suburban
Comprehensive
2
0
578
5
2019-12-20 15:21:39.087123
Average
Yes
Rarely
House
1,540
1,189,437
61
Male
93,619
Divorced
0
Bachelor's
Self-Employed
13.05813
Urban
Comprehensive
2
7
null
2
2020-09-30 15:21:39.134960
Average
No
Monthly
Apartment
20
1,189,438
42
Male
147,941
Married
2
Bachelor's
null
37.69204
Urban
Premium
0
12
638
3
2019-09-04 15:21:39.187211
Good
Yes
Rarely
House
2,363
1,189,439
27
Female
52,884
Single
0
High School
Unemployed
14.482923
Urban
Comprehensive
2
19
316
2
2021-04-20 15:21:39.201446
Poor
Yes
Rarely
Apartment
1,799
1,189,440
null
Male
1,209
Married
0
High School
Unemployed
11.242344
Suburban
Premium
1
14
471
7
2021-04-08 15:21:39.237118
Good
No
Rarely
House
1,484
1,189,441
30
Female
24,240
Divorced
2
Bachelor's
Self-Employed
23.882718
Suburban
Comprehensive
1
2
713
5
2020-10-24 15:21:39.084065
Good
No
Daily
Condo
1,329
1,189,442
32
Female
989
Married
3
PhD
Employed
null
Rural
Basic
null
18
665
3
2023-01-06 15:21:39.134960
Poor
Yes
Weekly
Apartment
2,228
1,189,443
32
Female
23,265
Married
2
Master's
null
null
Urban
Comprehensive
2
1
545
3
2022-07-22 15:21:39.155231
Average
No
Daily
House
1,371
1,189,444
64
Male
4,092
Married
4
PhD
null
34.918045
Suburban
Basic
0
14
704
4
2021-08-15 15:21:39.221386
Poor
Yes
Weekly
Apartment
360
1,189,445
20
Male
2,045
Single
null
PhD
Employed
17.517024
Urban
Premium
2
14
557
8
2022-04-25 15:21:39.174719
Poor
No
Monthly
Apartment
707
1,189,446
57
Male
null
Married
1
High School
Employed
40.844216
Suburban
Basic
2
2
442
8
2022-06-10 15:21:39.095696
Average
Yes
Rarely
Apartment
695
1,189,447
26
Female
16,274
Single
1
High School
null
null
Suburban
Basic
1
13
764
6
2021-01-03 15:21:39.155231
Good
No
Weekly
Condo
1,317
1,189,448
48
Female
9,727
Married
1
Bachelor's
null
48.113231
Suburban
Premium
0
3
621
7
2022-04-06 15:21:39.134960
Average
No
Monthly
Apartment
112
1,189,449
28
Female
82,555
Married
0
Bachelor's
null
7.937183
Urban
Comprehensive
1
12
437
6
2020-06-08 15:21:39.093681
Good
No
Rarely
Condo
37
1,189,450
54
Female
3,510
Single
1
High School
null
19.750171
Suburban
Basic
0
7
370
9
2019-12-23 15:21:39.098696
Poor
Yes
Monthly
Apartment
1,147
1,189,451
38
Male
9,047
Single
4
Bachelor's
Employed
12.24192
Suburban
Comprehensive
0
17
449
9
2020-11-29 15:21:39.218388
Average
No
Daily
House
487
1,189,452
55
Female
24,892
Married
1
Bachelor's
Employed
42.638853
Suburban
Basic
4
18
693
1
2019-12-21 15:21:39.271453
Good
No
Weekly
House
1,465
1,189,453
59
Female
31,296
Divorced
4
Master's
Unemployed
39.918072
Rural
Comprehensive
0
4
718
8
2021-08-29 15:21:39.223390
Good
No
Rarely
Condo
625
1,189,454
41
Female
107,375
null
3
PhD
null
18.896662
Suburban
Basic
null
13
596
8
2023-10-24 15:21:39.088124
Good
No
Monthly
Condo
2,028
1,189,455
50
Female
18,156
Single
2
Master's
Self-Employed
12.818618
Urban
Premium
null
18
397
6
2023-06-13 15:21:39.125660
Poor
No
Monthly
Apartment
1,246
1,189,456
51
Female
145,051
Married
0
PhD
null
23.794713
Urban
Comprehensive
2
12
423
2
2023-09-04 15:21:39.145732
null
Yes
Monthly
Apartment
549
1,189,457
30
Female
15,213
Divorced
1
PhD
Self-Employed
34.584169
Rural
Comprehensive
2
4
470
5
2023-04-21 15:21:39.219432
Good
No
Rarely
Apartment
877
1,189,458
24
Male
5,773
Divorced
4
Master's
Self-Employed
12.622772
Suburban
Premium
null
11
529
8
2020-04-07 15:21:39.205850
Average
Yes
Daily
Condo
2,293
1,189,459
30
Male
24,172
Single
1
High School
null
21.897145
Rural
Premium
1
15
766
4
2019-09-30 15:21:39.173834
Poor
Yes
Daily
Condo
3,308
1,189,460
44
Male
28,767
Married
null
Bachelor's
Employed
11.676548
Rural
Comprehensive
1
5
572
1
2023-01-08 15:21:39.217387
Average
No
Rarely
Apartment
1,583
1,189,461
44
Female
6,091
Divorced
4
Master's
Self-Employed
25.180824
Urban
Basic
4
18
null
5
2020-09-23 15:21:39.237118
Average
Yes
Daily
Apartment
1,045
1,189,462
46
Female
66,783
null
3
PhD
null
19.49778
Suburban
Basic
null
19
414
1
2023-11-25 15:21:39.180553
Good
No
Rarely
Condo
1,105
1,189,463
29
Female
21,675
Single
3
Bachelor's
null
25.079863
Urban
Basic
0
13
461
6
2022-10-01 15:21:39.261856
Average
No
Monthly
House
1,027
1,189,464
42
Female
44,876
Single
4
High School
null
20.096227
Suburban
Premium
null
10
420
8
2023-02-19 15:21:39.155231
Poor
No
Rarely
Apartment
38
1,189,465
51
Male
40,208
Married
3
High School
Unemployed
15.065979
Suburban
Premium
1
9
695
9
2020-07-23 15:21:39.192212
Good
No
Weekly
Apartment
676
1,189,466
48
Male
45,936
Divorced
4
High School
Unemployed
null
Suburban
Basic
0
1
542
5
2022-08-16 15:21:39.181605
Average
No
Rarely
Apartment
1,232
1,189,467
63
Female
17,696
Married
1
Bachelor's
Unemployed
9.695854
Suburban
Premium
0
16
552
9
2020-01-09 15:21:39.237118
Average
Yes
Daily
Condo
993
1,189,468
18
Female
72,326
Single
0
Bachelor's
Self-Employed
29.913603
Suburban
Basic
0
9
310
7
2020-10-10 15:21:39.228521
Good
No
Weekly
Condo
916
1,189,469
64
Male
54,567
Married
4
PhD
Employed
46.816232
Suburban
Comprehensive
1
8
511
4
2021-08-30 15:21:39.155231
Good
Yes
Rarely
Apartment
2,526
1,189,470
28
Male
6,874
Married
1
PhD
Employed
44.998097
Rural
Premium
0
0
321
4
2019-11-22 15:21:39.152732
Poor
Yes
Monthly
Condo
567
1,189,471
58
Male
5,832
Single
3
Master's
Employed
26.908349
Rural
Basic
null
2
null
3
2024-05-26 15:21:39.176717
Poor
Yes
Monthly
Condo
49
1,189,472
26
Male
129,951
Married
1
Bachelor's
Unemployed
37.524036
Rural
Basic
0
4
428
2
2021-06-07 15:21:39.193945
Good
No
Rarely
House
40
1,189,473
41
Male
15,894
Married
2
Bachelor's
null
19.091318
Suburban
Basic
1
1
621
6
2022-05-14 15:21:39.253660
Poor
Yes
Daily
House
509
1,189,474
25
Female
47,429
Married
4
PhD
Self-Employed
45.038286
Urban
Basic
null
18
485
4
2022-01-09 15:21:39.192212
Average
No
Monthly
Apartment
2,478
1,189,475
61
Male
24,892
Married
null
PhD
Employed
19.465869
Urban
Premium
1
19
727
5
2020-09-04 15:21:39.093681
Average
No
Weekly
House
485
1,189,476
31
Female
10,791
Married
2
PhD
Employed
8.796891
Urban
Basic
null
18
614
5
2023-12-09 15:21:39.264504
Average
No
Rarely
Apartment
991
1,189,477
44
Female
18,085
Single
1
Master's
Self-Employed
10.557817
Suburban
Premium
null
4
548
1
2021-03-17 15:21:39.155231
Good
No
Weekly
House
545
1,189,478
20
Male
48,850
Married
2
PhD
null
25.624702
Suburban
Basic
1
2
620
3
2021-06-10 15:21:39.086123
null
No
Rarely
Apartment
3,347
1,189,479
34
Female
1,608
Married
2
High School
Employed
25.886668
Suburban
Premium
1
16
823
9
2021-08-11 15:21:39.179186
null
No
Monthly
House
2,391
1,189,480
41
Female
17,093
Single
2
High School
Self-Employed
44.771223
Suburban
Premium
null
18
470
9
2024-06-09 15:21:39.199447
Good
No
Weekly
Apartment
3,111
1,189,481
61
Female
24,706
Divorced
4
Master's
Employed
22.929199
Suburban
Premium
0
18
491
1
2023-08-04 15:21:39.177724
Average
No
Daily
Condo
990
1,189,482
53
Female
469
Divorced
3
Bachelor's
Self-Employed
51.082801
Suburban
Premium
null
7
446
8
2022-10-29 15:21:39.253660
Average
Yes
Monthly
Condo
582
1,189,483
55
Male
80,125
Single
null
Master's
Employed
20.140849
Suburban
Basic
2
18
522
2
2023-04-18 15:21:39.237118
Good
Yes
Rarely
Apartment
381
1,189,484
56
Female
27,951
Divorced
0
Bachelor's
null
44.491942
Urban
Premium
0
1
584
2
2019-08-29 15:21:39.214388
Average
Yes
Daily
Apartment
806
1,189,485
59
Female
1,095
Married
2
High School
null
21.816296
Urban
Premium
2
7
632
4
2021-06-04 15:21:39.081504
Average
No
Monthly
House
2,497
1,189,486
28
Female
23,757
Single
4
Master's
Unemployed
42.095824
Suburban
Basic
1
19
769
9
2022-05-11 15:21:39.155231
Average
No
Weekly
Apartment
1,077
1,189,487
52
Male
24,983
Divorced
1
Master's
Unemployed
49.404736
Rural
Basic
null
4
841
3
2020-06-01 15:21:39.236064
Good
Yes
Daily
House
661
1,189,488
38
Female
43,485
Single
4
Master's
Self-Employed
23.174527
Rural
Premium
0
8
569
1
2023-05-17 15:21:39.122134
Poor
No
Daily
Apartment
955
1,189,489
54
Male
145,186
Married
4
Bachelor's
Unemployed
21.273306
Urban
Premium
2
17
818
8
2020-07-28 15:21:39.177724
Average
No
Monthly
House
88
1,189,490
58
Female
27,595
Divorced
4
Bachelor's
null
33.756408
Rural
Premium
0
9
496
3
2023-06-26 15:21:39.176717
Poor
No
Daily
Condo
704
1,189,491
50
Male
5,778
Married
0
Master's
Employed
5.547178
Rural
Basic
0
13
null
5
2021-02-12 15:21:39.154008
Poor
No
Daily
House
183
1,189,492
22
Female
43,893
Divorced
3
Bachelor's
Unemployed
4.287593
Rural
Comprehensive
3
16
694
7
2022-06-23 15:21:39.155231
Good
Yes
Rarely
Apartment
1,253
1,189,493
28
Male
5,727
Divorced
1
Bachelor's
Unemployed
37.524427
Suburban
Basic
1
8
567
8
2021-02-07 15:21:39.096739
Poor
No
Weekly
Condo
1,124
1,189,494
26
Male
30,235
Divorced
1
High School
Self-Employed
12.549824
Urban
Basic
null
18
744
8
2021-04-27 15:21:39.084065
Good
Yes
Daily
Apartment
1,005
1,189,495
28
Male
14,085
Divorced
2
Master's
null
20.637842
Urban
Comprehensive
1
8
661
8
2022-08-28 15:21:39.096739
Poor
Yes
Rarely
Condo
1,404
1,189,496
54
Male
24,729
Single
0
Master's
Unemployed
28.090064
Suburban
Premium
1
0
607
5
2021-09-12 15:21:39.164044
Good
Yes
Monthly
Condo
674
1,189,497
61
Male
113,771
Married
4
Bachelor's
null
18.410712
Urban
Comprehensive
1
14
498
9
2022-05-17 15:21:39.181605
null
Yes
Rarely
House
438
1,189,498
63
Male
34,255
Married
1
Master's
Employed
36.253723
Urban
Comprehensive
null
19
648
2
2019-12-16 15:21:39.112553
Average
No
Weekly
House
1,375
1,189,499
61
Male
1,905
Divorced
1
High School
Employed
46.690891
Urban
Basic
2
5
390
6
2024-04-21 15:21:39.197445
Good
Yes
Daily
Apartment
1,871