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
1,190,400
26
Male
23,887
Single
1
Master's
Employed
14.657598
Urban
Basic
0
18
849
9
2022-02-13 15:21:39.126661
Good
Yes
Rarely
Condo
2,693
1,190,401
45
Female
15,641
Divorced
3
PhD
null
28.786527
Urban
Premium
1
19
506
1
2021-03-30 15:21:39.125660
Average
Yes
Daily
Condo
3,120
1,190,402
48
Female
18,227
Married
1
Bachelor's
Unemployed
26.93529
Rural
Premium
1
19
671
3
2023-11-03 15:21:39.264504
Poor
No
Daily
House
2,705
1,190,403
47
Male
6,077
Divorced
1
Bachelor's
Unemployed
21.867729
Rural
Comprehensive
0
10
null
7
2020-01-04 15:21:39.217387
Poor
No
Weekly
Condo
1,514
1,190,404
64
Male
18,598
Single
4
Bachelor's
null
34.520181
Suburban
Comprehensive
null
2
774
4
2020-11-03 15:21:39.134960
Poor
Yes
Rarely
House
391
1,190,405
22
Female
26,351
Single
2
PhD
null
19.597049
Rural
Basic
0
8
524
8
2023-02-03 15:21:39.180553
Average
No
Rarely
House
1,284
1,190,406
54
Male
null
Divorced
0
Master's
Self-Employed
51.82277
Urban
Premium
1
17
707
3
2022-09-01 15:21:39.250151
Average
No
Rarely
Condo
604
1,190,407
57
Male
20,040
Single
1
PhD
null
39.451052
Urban
Comprehensive
3
10
771
3
2024-06-09 15:21:39.199447
Average
Yes
Monthly
Apartment
788
1,190,408
23
Male
38,332
Married
2
PhD
Employed
19.92033
Rural
Premium
1
2
353
4
2024-03-13 15:21:39.237118
Average
Yes
Rarely
Condo
2,126
1,190,409
53
Female
27,926
Single
3
Master's
Self-Employed
43.04862
Rural
Basic
null
14
578
2
2023-09-29 15:21:39.264504
Average
Yes
Weekly
Apartment
2,973
1,190,410
18
Female
82,347
Married
3
PhD
Unemployed
39.71937
Suburban
Basic
1
6
398
3
2024-06-02 15:21:39.134960
Average
Yes
Monthly
Condo
1,312
1,190,411
54
Male
121,588
Divorced
2
Bachelor's
Self-Employed
51.488067
Rural
Basic
1
7
690
5
2022-02-22 15:21:39.122134
Average
No
Daily
House
595
1,190,412
41
Female
914
Single
2
Master's
null
31.049327
Rural
Comprehensive
0
9
451
3
2022-11-24 15:21:39.222387
Poor
Yes
Daily
Apartment
828
1,190,413
46
Male
82,934
Single
4
High School
null
26.620723
Suburban
Comprehensive
0
9
651
9
2020-08-18 15:21:39.237118
Average
Yes
Rarely
Apartment
294
1,190,414
36
Female
1,796
Married
2
Bachelor's
Self-Employed
19.836184
Urban
Premium
0
0
456
9
2022-03-06 15:21:39.228521
Average
No
Daily
Condo
1,345
1,190,415
50
Male
26,861
null
4
High School
Employed
9.234634
Suburban
Comprehensive
0
13
518
3
2020-09-15 15:21:39.201446
Poor
No
Monthly
House
859
1,190,416
59
Female
5,894
Divorced
4
Bachelor's
Unemployed
26.177414
Suburban
Comprehensive
null
17
711
8
2022-07-17 15:21:39.084065
Good
Yes
Monthly
House
522
1,190,417
61
Female
63,812
Divorced
null
Master's
Unemployed
null
Rural
Basic
3
9
613
4
2021-08-14 15:21:39.155231
Average
No
Rarely
House
643
1,190,418
37
Female
18,300
Married
null
High School
Unemployed
31.979561
Suburban
Premium
1
6
843
9
2020-08-23 15:21:39.102694
Poor
Yes
Daily
Apartment
827
1,190,419
60
Female
815
Married
1
Master's
null
39.152668
Suburban
Basic
null
15
786
6
2021-12-17 15:21:39.185215
Average
Yes
Monthly
Condo
2,128
1,190,420
60
Female
11,233
Divorced
3
Master's
Self-Employed
null
Suburban
Basic
null
2
454
3
2021-07-09 15:21:39.134960
Average
Yes
Rarely
House
466
1,190,421
30
Male
41,495
Married
3
High School
Unemployed
23.078956
Suburban
Premium
1
19
744
1
2020-03-27 15:21:39.186212
Poor
No
Weekly
Condo
380
1,190,422
null
Male
140,770
Married
null
PhD
null
8.85862
Rural
Premium
3
9
null
5
2021-10-22 15:21:39.092127
null
Yes
Rarely
Condo
443
1,190,423
25
Male
106,160
Married
null
PhD
Self-Employed
21.265559
Suburban
Premium
null
12
712
8
2024-03-18 15:21:39.111551
null
Yes
Weekly
Condo
151
1,190,424
26
Male
39,939
Married
0
High School
null
8.948128
Rural
Comprehensive
null
9
345
2
2022-02-20 15:21:39.204790
Average
No
Weekly
Apartment
2,706
1,190,425
23
Female
28,385
Married
1
PhD
Employed
19.788105
Urban
Premium
null
3
381
1
2022-10-30 15:21:39.192212
Poor
Yes
Rarely
Apartment
1,431
1,190,426
57
Female
45,412
Divorced
0
Bachelor's
Self-Employed
16.816785
Urban
Basic
2
17
652
5
2020-07-25 15:21:39.261856
Poor
Yes
Daily
Condo
718
1,190,427
null
Male
22,753
Married
2
High School
Self-Employed
30.352727
Rural
Comprehensive
0
6
null
9
2023-03-03 15:21:39.128286
Poor
Yes
Weekly
House
303
1,190,428
52
Male
27,488
Single
1
Bachelor's
Unemployed
null
Suburban
Comprehensive
0
13
519
5
2023-05-02 15:21:39.180553
Average
Yes
Monthly
Condo
1,060
1,190,429
35
Female
18,114
Single
0
Master's
Self-Employed
8.965261
Rural
Premium
2
1
482
9
2022-09-11 15:21:39.171102
Poor
No
Weekly
Condo
1,286
1,190,430
45
Male
727
Married
4
PhD
null
20.879731
Urban
Comprehensive
0
15
300
8
2024-02-21 15:21:39.100695
Average
Yes
Monthly
House
1,772
1,190,431
41
Female
39,625
Divorced
null
Bachelor's
null
13.834272
Rural
Comprehensive
0
2
712
6
2024-03-23 15:21:39.166062
Poor
No
Daily
House
520
1,190,432
42
Male
81,048
Married
2
High School
Unemployed
null
Urban
Basic
1
5
491
6
2023-09-11 15:21:39.271453
Good
No
Weekly
House
662
1,190,433
48
Female
63,626
Divorced
2
High School
Unemployed
null
Urban
Comprehensive
1
17
null
6
2023-02-23 15:21:39.155231
Average
No
Weekly
House
2,167
1,190,434
56
Male
7,965
Single
2
PhD
Unemployed
50.138625
Suburban
Premium
2
0
540
4
2019-10-26 15:21:39.123711
Good
No
Daily
House
710
1,190,435
48
Male
20,696
Single
3
PhD
null
48.690629
Suburban
Comprehensive
null
15
534
7
2022-02-25 15:21:39.134960
Good
No
Daily
Apartment
612
1,190,436
62
Female
21,362
Married
4
PhD
null
22.735139
Urban
Premium
null
0
614
6
2023-01-08 15:21:39.188220
Poor
Yes
Daily
Condo
2,259
1,190,437
23
Male
18,076
Divorced
2
Bachelor's
Self-Employed
3.574951
Urban
Premium
2
11
578
9
2022-11-11 15:21:39.230483
Good
Yes
Rarely
House
837
1,190,438
39
Male
20,570
Single
0
Bachelor's
Employed
22.976131
Urban
Premium
1
4
733
7
2022-04-09 15:21:39.144722
Good
Yes
Monthly
House
1,610
1,190,439
57
Female
50,842
Single
2
Bachelor's
Employed
36.593749
Rural
Premium
1
10
354
9
2022-12-15 15:21:39.098696
Poor
Yes
Rarely
Apartment
735
1,190,440
40
Male
12,791
Married
1
PhD
null
9.865991
Rural
Basic
null
14
678
6
2024-05-26 15:21:39.219432
Average
Yes
Daily
House
2,620
1,190,441
39
Male
64,820
Married
1
PhD
Self-Employed
41.677027
Urban
Basic
2
16
826
7
2020-03-13 15:21:39.237118
Average
No
Rarely
House
2,693
1,190,442
60
Female
59,548
Married
4
High School
null
35.812305
Urban
Comprehensive
3
13
373
4
2022-11-27 15:21:39.224915
Good
Yes
Rarely
Apartment
522
1,190,443
55
Female
91,159
Married
2
PhD
Self-Employed
11.835762
Urban
Comprehensive
null
7
446
6
2022-09-11 15:21:39.243823
Good
No
Rarely
Condo
911
1,190,444
46
Male
104,093
Married
1
Bachelor's
Self-Employed
22.849688
Urban
Premium
1
8
647
1
2020-03-13 15:21:39.126661
Good
Yes
Weekly
House
268
1,190,445
24
Female
37,163
Married
3
Master's
Unemployed
22.934106
Urban
Premium
null
17
674
7
2022-06-24 15:21:39.098696
Average
No
Rarely
Apartment
116
1,190,446
31
Male
3,965
Divorced
3
Master's
Employed
13.739604
Rural
Premium
1
19
463
1
2022-08-14 15:21:39.094752
Good
Yes
Rarely
Apartment
1,033
1,190,447
48
Female
7,404
Single
3
PhD
null
22.444799
Urban
Basic
2
4
657
2
2020-11-11 15:21:39.101733
Poor
No
Weekly
House
452
1,190,448
45
Male
50,964
Single
3
Bachelor's
Unemployed
29.769739
Rural
Comprehensive
1
15
432
8
2023-05-21 15:21:39.155231
Average
Yes
Monthly
House
922
1,190,449
54
Female
29,402
Divorced
2
Master's
Employed
17.333569
Urban
Premium
1
8
647
9
2023-11-01 15:21:39.088124
Poor
Yes
Weekly
House
2,113
1,190,450
62
Male
24,894
Single
1
High School
null
27.397581
Rural
Comprehensive
null
8
813
6
2021-07-16 15:21:39.092127
Good
Yes
Daily
Condo
592
1,190,451
25
Female
928
Single
0
PhD
Unemployed
41.733874
Suburban
Comprehensive
0
13
706
1
2021-01-26 15:21:39.155231
Poor
Yes
Daily
Condo
24
1,190,452
19
Female
26,396
Divorced
2
Master's
Self-Employed
38.92799
Rural
Basic
0
7
719
6
2020-02-16 15:21:39.134960
Poor
Yes
Rarely
House
1,778
1,190,453
60
Female
12,096
Married
2
Master's
Employed
15.936995
Suburban
Comprehensive
0
3
null
7
2021-10-10 15:21:39.177724
Poor
Yes
Daily
Apartment
28
1,190,454
null
Female
75,983
Married
2
High School
Unemployed
5.353061
Urban
Comprehensive
1
13
358
5
2021-01-24 15:21:39.248098
Average
No
Rarely
Condo
1,510
1,190,455
42
Male
73,469
Single
0
Master's
null
29.356471
Urban
Comprehensive
null
0
839
7
2021-11-16 15:21:39.155231
Average
Yes
Rarely
House
50
1,190,456
45
Female
25,892
Married
2
Bachelor's
null
45.018311
Urban
Comprehensive
1
6
573
8
2022-06-23 15:21:39.155231
null
No
Weekly
House
681
1,190,457
62
Female
18,791
Divorced
4
Bachelor's
null
13.558924
Urban
Premium
null
0
null
5
2022-01-05 15:21:39.082499
Good
No
Rarely
House
1,839
1,190,458
23
Female
63,956
Married
null
Bachelor's
Unemployed
39.717378
Suburban
Basic
1
8
513
3
2024-05-14 15:21:39.147735
Poor
No
Weekly
Apartment
40
1,190,459
32
Female
39,724
Married
0
PhD
Self-Employed
32.923878
Suburban
Basic
1
1
432
3
2022-07-05 15:21:39.082499
Poor
Yes
Monthly
Condo
818
1,190,460
24
Male
2,579
Single
4
High School
null
29.534675
Rural
Basic
0
1
328
3
2022-05-13 15:21:39.279729
Average
No
Rarely
Condo
646
1,190,461
40
Female
3,941
Divorced
3
Master's
null
43.784401
Rural
Premium
0
16
478
3
2020-12-14 15:21:39.204790
Average
Yes
Rarely
House
1,839
1,190,462
51
Female
17,784
Divorced
2
High School
null
44.624491
Suburban
Premium
0
5
673
6
2022-09-28 15:21:39.145732
Average
Yes
Monthly
Apartment
909
1,190,463
21
Female
9,079
Divorced
1
High School
null
9.443358
Suburban
Comprehensive
1
6
558
9
2020-04-03 15:21:39.155231
Average
Yes
Daily
Condo
511
1,190,464
24
Male
27,194
Single
2
PhD
Employed
47.735755
Urban
Comprehensive
0
0
463
5
2022-06-05 15:21:39.274993
Average
No
Weekly
House
837
1,190,465
35
Female
38,229
Married
1
PhD
null
22.322702
Suburban
Comprehensive
1
18
635
3
2022-08-04 15:21:39.224915
Poor
Yes
Daily
Apartment
963
1,190,466
51
Male
74,931
Single
0
PhD
Self-Employed
30.944227
Rural
Basic
0
9
457
1
2023-10-09 15:21:39.255696
Good
No
Monthly
House
1,398
1,190,467
52
Female
27,991
Married
4
Bachelor's
Unemployed
41.828243
Urban
Basic
null
4
null
1
2020-05-23 15:21:39.167099
Average
Yes
Monthly
Condo
1,262
1,190,468
30
Male
33,718
Single
4
High School
Unemployed
32.810052
Urban
Premium
2
4
769
7
2019-12-03 15:21:39.111551
Good
Yes
Monthly
Condo
4,002
1,190,469
57
Male
28,869
Divorced
2
PhD
Employed
30.967296
Urban
Premium
null
15
709
2
2024-07-05 15:21:39.256696
Poor
Yes
Daily
Apartment
1,136
1,190,470
null
Female
4,717
Single
2
High School
Unemployed
23.1
Rural
Premium
null
2
746
8
2022-10-14 15:21:39.134960
Good
Yes
Rarely
House
331
1,190,471
50
Male
14,054
Divorced
4
Bachelor's
null
47.744222
Urban
Comprehensive
0
19
788
7
2020-10-02 15:21:39.146733
Good
No
Monthly
House
1,284
1,190,472
63
Male
25,996
Married
2
PhD
null
29.865006
Rural
Comprehensive
null
13
817
8
2023-03-21 15:21:39.261856
Average
No
Monthly
Apartment
568
1,190,473
null
Female
24,224
Divorced
3
Bachelor's
Employed
18.16162
Urban
Basic
null
3
799
7
2020-11-28 15:21:39.082499
Average
No
Monthly
House
2,665
1,190,474
31
Female
41,406
Married
2
Master's
Self-Employed
42.823453
Urban
Basic
0
13
495
3
2021-11-20 15:21:39.274993
Average
Yes
Daily
Apartment
2,711
1,190,475
36
Female
3,715
Married
3
High School
null
33.018701
Urban
Premium
1
14
492
7
2022-10-01 15:21:39.218388
Poor
No
Weekly
Condo
1,326
1,190,476
50
Male
17,975
Single
1
Master's
Self-Employed
18.182927
Urban
Comprehensive
null
3
791
9
2023-11-06 15:21:39.268507
Average
Yes
Monthly
Condo
364
1,190,477
28
Male
23,607
Divorced
4
High School
Unemployed
34.715545
Urban
Basic
null
16
null
2
2020-07-22 15:21:39.132191
Good
No
Rarely
Condo
1,240
1,190,478
56
Female
1,269
Single
2
Master's
Unemployed
5.698878
Rural
Premium
0
19
434
2
2023-04-05 15:21:39.107553
Good
Yes
Weekly
House
632
1,190,479
28
Male
14,061
Divorced
4
Bachelor's
Employed
10.240546
Urban
Comprehensive
0
16
558
9
2024-04-12 15:21:39.237118
Poor
Yes
Monthly
Apartment
477
1,190,480
51
Male
74,931
Divorced
3
Master's
Unemployed
37.5729
Rural
Basic
null
18
438
6
2020-02-20 15:21:39.273973
Poor
Yes
Daily
Condo
2,747
1,190,481
50
Female
725
Married
4
High School
Employed
28.72422
Suburban
Comprehensive
null
5
null
1
2023-02-11 15:21:39.202448
Good
No
Rarely
Condo
284
1,190,482
47
Male
15,585
Divorced
4
PhD
null
33.4304
Urban
Basic
null
12
823
7
2023-12-22 15:21:39.194829
Average
No
Monthly
Condo
839
1,190,483
21
Male
17,082
Divorced
4
Master's
null
11.990743
Suburban
Premium
0
3
615
9
2021-01-15 15:21:39.257696
Poor
Yes
Weekly
Condo
2,085
1,190,484
33
Male
3,417
Married
null
PhD
null
null
Rural
Comprehensive
null
2
527
2
2021-09-23 15:21:39.155231
Average
Yes
Monthly
Apartment
516
1,190,485
24
Female
140,161
Divorced
3
Master's
Self-Employed
18.818696
Suburban
Comprehensive
1
9
441
4
2024-04-22 15:21:39.114118
Average
Yes
Weekly
Apartment
871
1,190,486
40
Male
29,208
Divorced
0
Master's
null
8.829068
Rural
Premium
null
14
null
1
2022-08-26 15:21:39.155231
Poor
Yes
Weekly
Condo
1,407
1,190,487
26
Female
43,425
Married
1
Master's
null
null
Urban
Premium
1
15
712
1
2019-12-31 15:21:39.083497
Poor
No
Daily
Apartment
639
1,190,488
41
Male
9,092
Divorced
2
PhD
Unemployed
15.071035
Urban
Basic
0
5
587
4
2023-05-06 15:21:39.097737
Good
Yes
Weekly
Condo
535
1,190,489
61
Female
37,103
Single
2
Master's
null
25.87437
Rural
Basic
0
6
637
3
2020-07-30 15:21:39.146733
Average
No
Weekly
House
366
1,190,490
61
Female
939
Divorced
4
Master's
null
46.835861
Rural
Basic
0
9
711
7
2021-09-25 15:21:39.248098
Average
Yes
Rarely
Condo
431
1,190,491
45
Male
27,863
Single
3
Master's
Employed
35.156064
Suburban
Premium
0
12
467
4
2023-07-14 15:21:39.185215
Poor
Yes
Monthly
Apartment
912
1,190,492
62
Male
30,776
Single
2
PhD
Employed
32.29685
Urban
Basic
0
8
607
8
2021-04-19 15:21:39.249100
Poor
Yes
Daily
Condo
35
1,190,493
47
Female
15,289
Single
0
PhD
Unemployed
18.038196
Urban
Comprehensive
0
0
621
7
2020-09-18 15:21:39.204790
null
Yes
Weekly
House
150
1,190,494
64
Male
1,151
Married
3
High School
Unemployed
22.491648
Suburban
Premium
2
14
758
2
2023-11-12 15:21:39.129190
Average
No
Weekly
House
1,237
1,190,495
22
Male
6,801
Divorced
2
PhD
Employed
42.085166
Rural
Comprehensive
0
19
722
8
2021-09-21 15:21:39.124659
Good
No
Rarely
Apartment
518
1,190,496
28
Female
46,481
Married
2
High School
null
12.996889
Urban
Basic
2
1
null
2
2020-05-31 15:21:39.258696
Average
Yes
Monthly
Condo
3,524
1,190,497
19
Male
28,886
Single
3
High School
null
29.914686
Urban
Basic
1
17
490
1
2022-06-20 15:21:39.093681
Poor
No
Rarely
Condo
1,136
1,190,498
50
Female
30,275
Married
1
Master's
Self-Employed
27.55854
Rural
Basic
3
0
null
5
2020-02-24 15:21:39.265513
Average
No
Monthly
House
567
1,190,499
33
Female
87,942
Divorced
4
High School
Self-Employed
32.296464
Urban
Basic
0
16
394
8
2021-08-03 15:21:39.092127
Average
No
Weekly
Apartment
627