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
1,162,400
44
Male
1,325
Married
4
High School
Self-Employed
17.960899
Rural
Premium
0
0
817
4
2023-04-16 15:21:39.119168
null
Yes
Weekly
Apartment
936
1,162,401
55
Female
2,099
Single
0
PhD
null
16.955302
Suburban
Basic
1
2
710
7
2023-06-12 15:21:39.248098
Good
No
Weekly
Apartment
2,034
1,162,402
45
Female
14,054
Married
4
Master's
Employed
17.867971
Urban
Premium
1
8
558
2
2022-12-06 15:21:39.126661
Average
No
Monthly
Condo
687
1,162,403
57
Female
3,354
Divorced
0
Bachelor's
Self-Employed
30.456947
Rural
Comprehensive
4
11
582
1
2020-10-03 15:21:39.134960
Average
Yes
Daily
Apartment
684
1,162,404
50
Female
12,891
Divorced
4
Master's
null
null
Urban
Premium
1
10
765
2
2020-12-18 15:21:39.175719
Average
No
Weekly
House
1,593
1,162,405
58
Male
29,263
Married
2
PhD
null
30.908866
Rural
Comprehensive
1
12
723
4
2020-10-02 15:21:39.110557
Average
No
Monthly
House
1,084
1,162,406
49
Female
5,560
Married
0
PhD
Self-Employed
30.566019
Urban
Comprehensive
1
11
711
6
2023-04-08 15:21:39.281787
Poor
No
Rarely
Condo
1,133
1,162,407
21
Male
27,292
Married
0
Master's
null
19.57429
Rural
Basic
null
19
701
3
2023-02-10 15:21:39.249100
Average
No
Monthly
Apartment
3,746
1,162,408
28
Female
31,923
Divorced
0
Master's
null
27.894545
Rural
Comprehensive
1
2
464
7
2022-04-14 15:21:39.134960
Average
Yes
Weekly
House
717
1,162,409
25
Male
90,587
Single
1
PhD
null
51.907718
Urban
Comprehensive
null
9
null
6
2023-09-20 15:21:39.143708
Poor
No
Daily
Apartment
511
1,162,410
51
Male
13,991
Divorced
4
Master's
Unemployed
37.717815
Suburban
Premium
0
12
null
6
2022-09-26 15:21:39.283783
Average
No
Rarely
House
753
1,162,411
44
Female
44,249
Married
2
Bachelor's
Employed
23.816804
Suburban
Comprehensive
2
0
513
8
2022-08-03 15:21:39.155231
Average
Yes
Weekly
Condo
1,459
1,162,412
64
Male
23,735
Married
2
High School
Unemployed
12.294
Rural
Premium
2
0
724
2
2020-05-05 15:21:39.134960
null
Yes
Weekly
House
224
1,162,413
36
Female
20,313
null
2
Master's
null
24.8983
Rural
Basic
3
12
null
1
2022-11-11 15:21:39.236064
Good
No
Rarely
Apartment
2,872
1,162,414
25
Female
8,073
Single
4
Master's
null
9.07133
Rural
Premium
null
7
null
9
2024-02-25 15:21:39.094752
Average
Yes
Monthly
Apartment
827
1,162,415
22
Female
4,135
Divorced
3
Master's
Self-Employed
41.650067
Suburban
Comprehensive
0
14
381
4
2021-09-11 15:21:39.149731
Poor
No
Monthly
Condo
617
1,162,416
31
Female
null
Divorced
0
PhD
Employed
21.989046
Suburban
Comprehensive
null
12
434
7
2023-12-17 15:21:39.134960
Good
No
Daily
House
1,203
1,162,417
33
Male
2,965
Married
3
Master's
Employed
13.934277
Suburban
Comprehensive
1
13
498
1
2023-12-02 15:21:39.237118
Good
Yes
Rarely
House
548
1,162,418
51
Male
7,061
Married
3
Master's
Self-Employed
13.178866
Rural
Premium
1
18
767
7
2022-11-29 15:21:39.085129
Poor
Yes
Weekly
Apartment
2,370
1,162,419
56
Female
1,316
Married
2
High School
Employed
39.120857
Urban
Premium
null
15
477
7
2024-04-16 15:21:39.237118
Average
Yes
Weekly
House
861
1,162,420
58
Male
8,837
Married
0
Master's
null
6.890584
Suburban
Premium
null
6
711
6
2021-04-16 15:21:39.149731
Good
Yes
Weekly
Apartment
593
1,162,421
19
Male
1,792
Single
3
Bachelor's
Self-Employed
20.794718
Suburban
Comprehensive
1
0
709
7
2021-11-10 15:21:39.134960
null
Yes
Daily
House
790
1,162,422
20
Female
2,412
Married
1
Bachelor's
null
17.589445
Rural
Comprehensive
0
13
397
4
2023-08-19 15:21:39.224915
Average
No
Daily
Apartment
546
1,162,423
59
Female
15,686
Married
null
Bachelor's
Unemployed
37.72627
Urban
Premium
null
11
353
9
2022-02-04 15:21:39.086123
Poor
Yes
Monthly
Condo
2,136
1,162,424
62
Male
7,981
Married
0
PhD
null
26.828255
Suburban
Comprehensive
1
14
438
4
2023-04-14 15:21:39.166062
Average
Yes
Rarely
Apartment
1,135
1,162,425
44
Male
73,610
Single
null
High School
null
null
Urban
Basic
null
11
531
7
2023-06-13 15:21:39.261856
null
Yes
Monthly
Apartment
842
1,162,426
32
Male
18,447
Divorced
2
Bachelor's
Unemployed
12.848141
Suburban
Comprehensive
0
4
469
9
2019-12-19 15:21:39.109552
Poor
No
Monthly
Condo
495
1,162,427
49
Female
39,593
Single
3
Bachelor's
Unemployed
20.845356
Rural
Basic
null
5
584
3
2021-01-31 15:21:39.148733
Poor
No
Weekly
House
463
1,162,428
41
Male
8,770
Married
3
Bachelor's
Self-Employed
5.641427
Urban
Comprehensive
1
14
393
9
2024-05-30 15:21:39.122134
Average
Yes
Daily
Apartment
2,732
1,162,429
34
Male
83,098
Married
1
Master's
Employed
13.151195
Suburban
Comprehensive
0
15
308
5
2023-12-17 15:21:39.177724
Poor
No
Weekly
House
1,406
1,162,430
39
Female
26,791
Married
0
PhD
Unemployed
14.749824
Suburban
Basic
0
16
524
9
2021-03-27 15:21:39.155231
Good
No
Rarely
Condo
1,562
1,162,431
31
Female
61,619
Single
2
Master's
Unemployed
15.998981
Rural
Premium
1
17
301
9
2020-01-10 15:21:39.285112
Good
No
Monthly
Condo
1,195
1,162,432
52
Male
28,886
Divorced
1
Bachelor's
Self-Employed
6.890772
Suburban
Basic
null
16
473
1
2022-03-22 15:21:39.155231
Good
No
Monthly
House
4,033
1,162,433
29
Female
10,182
Married
3
PhD
Self-Employed
27.636734
Suburban
Comprehensive
0
17
null
5
2022-06-01 15:21:39.209847
Average
Yes
Monthly
Apartment
471
1,162,434
43
Female
12,984
Married
2
PhD
Employed
16.724331
Rural
Premium
null
16
828
9
2024-05-18 15:21:39.122134
Poor
No
Monthly
Apartment
1,233
1,162,435
36
Female
14,095
Divorced
1
High School
Employed
null
Urban
Basic
2
16
592
6
2023-05-03 15:21:39.134960
Poor
No
Weekly
Apartment
1,621
1,162,436
57
Female
4,906
Divorced
3
Bachelor's
Self-Employed
16.847351
Suburban
Basic
2
10
null
5
2020-02-22 15:21:39.273973
Good
Yes
Monthly
Condo
1,628
1,162,437
56
Female
null
Divorced
0
PhD
Employed
41.448818
Suburban
Premium
0
10
359
7
2019-08-28 15:21:39.134960
Good
Yes
Rarely
Condo
67
1,162,438
26
Male
40,228
Married
0
Master's
Self-Employed
40.024602
Suburban
Comprehensive
null
19
754
9
2022-03-11 15:21:39.107553
Good
No
Weekly
Condo
733
1,162,439
19
Male
58,922
Single
1
Master's
null
20.766191
Suburban
Basic
1
5
466
8
2022-07-18 15:21:39.204790
Poor
No
Weekly
Condo
2,412
1,162,440
36
Male
3,700
Single
0
PhD
Unemployed
17.272879
Suburban
Premium
1
4
748
1
2023-04-07 15:21:39.134960
Poor
No
Monthly
Condo
50
1,162,441
31
Male
16,360
Divorced
0
High School
null
6.594599
Rural
Basic
0
2
658
4
2020-08-16 15:21:39.268507
Good
No
Weekly
Apartment
1,896
1,162,442
22
Female
18,405
Single
1
High School
Employed
9.798926
Suburban
Basic
null
7
null
8
2024-04-15 15:21:39.181605
Average
Yes
Daily
Condo
729
1,162,443
48
Female
36,425
Divorced
3
Bachelor's
null
29.177626
Urban
Premium
null
3
816
4
2021-02-25 15:21:39.170099
Average
Yes
Monthly
House
818
1,162,444
46
Male
43,969
Married
1
PhD
Self-Employed
15.624685
Suburban
Basic
null
6
724
9
2024-02-08 15:21:39.166062
Good
No
Daily
Condo
724
1,162,445
25
Male
39,881
Single
2
Bachelor's
null
14.251577
Urban
Comprehensive
0
6
690
2
2023-04-16 15:21:39.166062
Poor
Yes
Weekly
Apartment
438
1,162,446
27
Female
5,828
Married
4
High School
Employed
31.494038
Rural
Basic
null
16
null
3
2022-08-29 15:21:39.182597
Poor
No
Weekly
Condo
956
1,162,447
55
Male
null
Married
0
PhD
Self-Employed
42.252805
Rural
Premium
null
6
357
9
2023-05-19 15:21:39.226954
Poor
Yes
Monthly
Apartment
719
1,162,448
47
Female
6,970
Divorced
null
High School
null
4.678631
Suburban
Comprehensive
1
11
722
9
2023-05-03 15:21:39.155231
Good
No
Daily
Apartment
1,420
1,162,449
26
Female
25,573
Divorced
3
High School
Employed
51.858011
Rural
Premium
0
15
767
5
2023-05-18 15:21:39.192212
Good
No
Monthly
Condo
2,226
1,162,450
36
Male
12,881
Single
3
High School
Employed
35.829791
Suburban
Basic
null
16
766
6
2022-01-01 15:21:39.134960
Average
No
Daily
House
1,142
1,162,451
59
Male
45,166
Single
2
PhD
Employed
12.919601
Suburban
Premium
null
3
null
8
2024-04-28 15:21:39.206847
Poor
Yes
Weekly
Condo
992
1,162,452
55
Male
1,000
Divorced
3
Master's
Employed
20.735394
Suburban
Basic
1
12
758
9
2023-12-22 15:21:39.196387
Poor
Yes
Daily
Condo
3,424
1,162,453
27
Female
44,907
Married
0
PhD
Self-Employed
12.848687
Rural
Comprehensive
0
13
848
1
2020-02-29 15:21:39.208842
Average
Yes
Weekly
House
1,432
1,162,454
50
Female
17,131
Single
0
PhD
null
30.77778
Suburban
Basic
null
13
846
2
2021-07-17 15:21:39.173834
null
Yes
Monthly
Apartment
1,447
1,162,455
56
Male
15,507
Single
3
Master's
Employed
29.192659
Rural
Comprehensive
null
5
null
4
2022-09-12 15:21:39.106582
Average
Yes
Weekly
House
1,238
1,162,456
26
Male
71,716
Single
2
Master's
null
11.015823
Rural
Premium
2
9
725
4
2021-09-24 15:21:39.283783
Poor
No
Monthly
House
101
1,162,457
62
Male
10,046
Divorced
0
PhD
Self-Employed
10.716185
Rural
Basic
0
6
783
8
2023-04-10 15:21:39.283783
Average
No
Monthly
Condo
1,158
1,162,458
49
Female
61,348
Married
1
PhD
Unemployed
16.83925
Rural
Comprehensive
null
8
644
7
2024-02-21 15:21:39.086123
Good
No
Weekly
Apartment
368
1,162,459
45
Male
708
Divorced
1
PhD
Unemployed
null
Suburban
Comprehensive
2
15
685
2
2023-10-28 15:21:39.155231
Average
No
Monthly
Apartment
1,709
1,162,460
37
Male
6,004
Single
4
PhD
Unemployed
35.717912
Rural
Comprehensive
1
2
705
3
2021-02-07 15:21:39.092127
Average
Yes
Monthly
Condo
1,527
1,162,461
42
Female
12,077
Divorced
1
Bachelor's
null
22.690312
Suburban
Basic
null
19
542
9
2024-06-19 15:21:39.134960
Poor
No
Monthly
Condo
1,476
1,162,462
52
Male
1,237
Single
2
Bachelor's
null
36.844648
Rural
Premium
2
15
null
6
2021-05-15 15:21:39.134960
Good
Yes
Rarely
Condo
717
1,162,463
56
Female
null
Single
1
Bachelor's
Employed
15.977297
Suburban
Basic
1
16
343
3
2020-06-27 15:21:39.105504
Good
Yes
Rarely
House
934
1,162,464
36
Male
15,963
Married
0
PhD
Employed
43.918797
Rural
Premium
null
16
502
5
2023-04-21 15:21:39.087123
Good
No
Rarely
Apartment
1,646
1,162,465
27
Female
149,561
Married
4
High School
Employed
null
Rural
Comprehensive
null
6
498
5
2022-07-19 15:21:39.152732
Poor
No
Daily
Apartment
825
1,162,466
25
Male
30,442
Divorced
1
PhD
null
28.918103
Rural
Premium
null
0
730
3
2020-08-03 15:21:39.155231
Poor
No
Rarely
Apartment
934
1,162,467
33
Female
3,908
Single
1
High School
null
22.149848
Urban
Basic
0
10
840
3
2023-12-26 15:21:39.231531
Average
No
Rarely
Condo
2,104
1,162,468
18
Female
78,229
Single
3
High School
Employed
40.108438
Suburban
Premium
2
17
438
1
2021-06-04 15:21:39.212862
Good
Yes
Weekly
Condo
959
1,162,469
null
Male
3,750
Divorced
2
PhD
Unemployed
37.676634
Urban
Comprehensive
0
11
349
3
2021-05-30 15:21:39.218388
Poor
No
Rarely
House
542
1,162,470
44
Female
53,962
Divorced
3
Bachelor's
Employed
45.867885
Urban
Basic
null
14
302
6
2019-08-18 15:21:39.134960
Good
No
Rarely
House
34
1,162,471
25
Female
23,604
Married
4
Master's
Self-Employed
35.651838
Urban
Premium
null
19
661
9
2021-10-11 15:21:39.126661
Good
No
Rarely
Condo
1,011
1,162,472
57
Male
3,865
Single
0
PhD
Self-Employed
28.448426
Urban
Premium
null
1
544
1
2023-11-12 15:21:39.175719
Good
Yes
Rarely
Condo
1,883
1,162,473
26
Male
25,004
Single
1
Bachelor's
null
41.719403
Rural
Basic
null
6
532
6
2022-01-23 15:21:39.134960
Good
No
Monthly
Apartment
1,186
1,162,474
36
Female
null
Single
0
PhD
null
44.402154
Urban
Comprehensive
0
15
787
7
2024-02-16 15:21:39.261856
Good
No
Daily
Condo
50
1,162,475
58
Male
5,820
Divorced
0
Master's
Unemployed
13.072988
Suburban
Basic
null
13
null
5
2021-08-26 15:21:39.173834
null
No
Weekly
Condo
1,149
1,162,476
64
Female
18,561
Divorced
0
PhD
Employed
35.953856
Rural
Premium
2
12
671
3
2024-08-04 15:21:39.098696
Poor
Yes
Weekly
Apartment
830
1,162,477
37
Female
19,146
Single
4
Bachelor's
Unemployed
8.076312
Rural
Premium
null
5
478
2
2021-03-16 15:21:39.155231
Poor
Yes
Rarely
Apartment
438
1,162,478
47
Female
18,077
Married
3
High School
Self-Employed
8.639383
Suburban
Basic
null
7
562
5
2023-12-07 15:21:39.080440
Poor
No
Weekly
Condo
1,472
1,162,479
45
Male
20,473
Married
0
High School
Self-Employed
33.128769
Urban
Premium
2
12
null
4
2021-02-16 15:21:39.146733
Average
No
Daily
House
1,593
1,162,480
41
Female
85,139
Married
3
Bachelor's
Employed
51.6034
Suburban
Comprehensive
null
4
659
3
2021-04-12 15:21:39.236064
Good
Yes
Monthly
House
556
1,162,481
58
Female
80,931
Married
1
Bachelor's
Unemployed
17.145027
Rural
Basic
0
6
410
5
2024-07-09 15:21:39.105504
Good
Yes
Monthly
Condo
2,023
1,162,482
20
Female
84,087
Divorced
0
High School
Employed
13.564406
Suburban
Premium
0
10
312
6
2020-06-05 15:21:39.169102
Good
No
Weekly
Condo
3,650
1,162,483
54
Male
1,344
Single
0
PhD
Self-Employed
33.914497
Urban
Basic
2
16
472
8
2021-03-12 15:21:39.171102
Average
No
Daily
Apartment
535
1,162,484
23
Female
101,939
Single
null
High School
Unemployed
20.274807
Urban
Premium
0
7
595
9
2019-08-22 15:21:39.095696
null
No
Rarely
House
1,109
1,162,485
59
Male
31,817
Single
4
High School
Self-Employed
45.063873
Urban
Comprehensive
0
4
520
7
2023-07-09 15:21:39.247098
Average
Yes
Weekly
Condo
951
1,162,486
57
Female
3,750
Married
3
Bachelor's
Self-Employed
21.608908
Urban
Comprehensive
2
8
635
7
2022-05-12 15:21:39.237118
Poor
No
Monthly
Condo
1,097
1,162,487
53
Male
106,864
Single
3
Bachelor's
Self-Employed
null
Rural
Comprehensive
1
17
533
3
2021-03-08 15:21:39.278402
Good
No
Rarely
Condo
2,682
1,162,488
23
Female
12,010
Married
2
Master's
Unemployed
22.716795
Rural
Basic
1
5
null
2
2020-09-10 15:21:39.212862
Good
Yes
Daily
Condo
1,355
1,162,489
61
Female
12,351
Divorced
3
Bachelor's
Self-Employed
19.912495
Rural
Basic
0
8
301
4
2023-05-27 15:21:39.174719
Average
No
Rarely
House
1,393
1,162,490
47
Male
16,573
Single
4
Master's
Unemployed
18.092268
Urban
Comprehensive
null
1
null
1
2020-10-09 15:21:39.153733
Poor
No
Weekly
Apartment
40
1,162,491
58
Male
16,086
Single
3
High School
null
22.944457
Rural
Basic
null
4
513
2
2020-01-03 15:21:39.134960
Poor
Yes
Rarely
Apartment
446
1,162,492
20
Male
90,877
Divorced
4
Bachelor's
Unemployed
36.856274
Urban
Premium
null
3
435
7
2020-07-20 15:21:39.283783
Poor
Yes
Monthly
Condo
2,167
1,162,493
50
Male
5,517
Divorced
1
Master's
null
50.83899
Rural
Basic
null
7
712
1
2020-02-11 15:21:39.154008
Poor
No
Weekly
House
1,672
1,162,494
63
Male
41,174
Divorced
0
Bachelor's
Unemployed
24.319707
Rural
Premium
1
9
460
2
2024-06-15 15:21:39.257696
Good
No
Monthly
Apartment
1,489
1,162,495
31
Female
8,158
Married
3
High School
Unemployed
15.927522
Urban
Comprehensive
0
0
568
3
2024-01-11 15:21:39.204790
Good
No
Rarely
Condo
573
1,162,496
24
Female
24,486
Married
3
PhD
Employed
32.594751
Suburban
Premium
null
19
662
4
2022-05-29 15:21:39.170099
Poor
No
Monthly
Apartment
1,103
1,162,497
20
Female
19,694
Divorced
2
PhD
Unemployed
16.778619
Urban
Premium
null
4
766
1
2021-04-22 15:21:39.134960
Poor
No
Weekly
Apartment
673
1,162,498
38
Female
81,235
Married
3
High School
Unemployed
19.927089
Urban
Premium
null
6
null
2
2019-12-24 15:21:39.105504
Average
No
Weekly
Condo
172
1,162,499
28
Male
1,877
Divorced
4
High School
null
38.08571
Urban
Premium
0
9
360
2
2022-02-07 15:21:39.155231
Average
No
Weekly
Condo
1,460