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
5,300
41
Male
2,575
Single
3
PhD
Self-Employed
44.926233
Rural
Basic
null
11
null
3
2023-08-30 15:21:39.082499
Poor
Yes
Monthly
Apartment
434
5,301
49
Female
26,180
Single
1
Master's
Employed
27.093667
Rural
Premium
0
2
431
9
2022-11-14 15:21:39.132191
Poor
Yes
Monthly
House
814
5,302
26
Male
38,969
Married
0
Bachelor's
null
15.162411
Suburban
Basic
1
16
829
4
2019-09-26 15:21:39.217387
Average
Yes
Weekly
Condo
91
5,303
26
Male
5,537
Divorced
3
Master's
Employed
11.802849
Rural
Basic
0
5
738
1
2020-02-26 15:21:39.233485
Poor
Yes
Monthly
House
1,523
5,304
32
Male
74,592
Married
2
Master's
Employed
51.811753
Suburban
Comprehensive
1
12
693
4
2021-07-20 15:21:39.206847
Average
No
Daily
Condo
819
5,305
56
Male
2,786
Divorced
2
PhD
Self-Employed
null
Urban
Premium
null
12
786
1
2022-08-08 15:21:39.079128
Poor
Yes
Daily
Condo
928
5,306
51
Female
20,268
null
0
PhD
Self-Employed
12.894974
Rural
Basic
1
2
783
9
2023-11-12 15:21:39.172097
Poor
No
Rarely
House
2,326
5,307
55
Male
33,018
Divorced
2
Master's
Self-Employed
15.003879
Urban
Premium
0
4
810
1
2022-01-18 15:21:39.155231
Poor
Yes
Monthly
Condo
100
5,308
26
Male
17,119
Single
4
High School
Unemployed
48.68492
Rural
Comprehensive
null
17
786
9
2024-07-15 15:21:39.199447
Poor
No
Monthly
Condo
1,781
5,309
25
Female
24,906
Divorced
1
Master's
null
40.96613
Urban
Basic
2
14
474
5
2024-06-18 15:21:39.210805
Average
Yes
Daily
Condo
504
5,310
18
Female
27,300
Single
0
Bachelor's
Employed
33.966705
Rural
Premium
null
6
null
6
2020-01-10 15:21:39.086123
Poor
Yes
Monthly
House
1,082
5,311
31
Female
59,946
Married
null
Master's
Unemployed
51.309749
Rural
Premium
1
11
null
6
2024-01-01 15:21:39.228521
Average
Yes
Rarely
Condo
759
5,312
22
Female
1,369
Single
1
Bachelor's
Unemployed
29.456314
Rural
Basic
2
5
809
6
2023-10-24 15:21:39.165120
Poor
Yes
Rarely
Apartment
596
5,313
47
Female
49,832
null
3
Master's
null
37.310041
Rural
Premium
1
19
685
2
2020-08-11 15:21:39.237118
null
No
Monthly
House
1,341
5,314
28
Male
27,852
Single
2
High School
Unemployed
22.824272
Suburban
Premium
1
10
777
1
2023-09-10 15:21:39.150730
Poor
Yes
Monthly
Apartment
785
5,315
45
Male
68,455
Married
0
Master's
Unemployed
40.533511
Urban
Comprehensive
0
15
342
9
2022-12-03 15:21:39.173834
Average
No
Rarely
House
489
5,316
27
Male
91,424
Married
0
PhD
Self-Employed
26.090002
Urban
Premium
null
2
455
7
2024-06-03 15:21:39.134960
Good
No
Daily
House
838
5,317
18
Male
26,757
Divorced
3
Bachelor's
Self-Employed
41.054283
Suburban
Basic
0
19
491
7
2022-03-09 15:21:39.272456
Average
No
Daily
Condo
1,037
5,318
32
Male
36,922
Divorced
2
Master's
Self-Employed
5.894821
Rural
Basic
4
18
784
7
2023-02-03 15:21:39.198406
Poor
Yes
Daily
House
2,394
5,319
47
Male
1,157
Married
0
Master's
Self-Employed
18.013589
Suburban
Comprehensive
0
6
586
2
2023-03-11 15:21:39.290098
Poor
Yes
Weekly
Apartment
23
5,320
43
Female
23,691
Married
4
Master's
null
19.486065
Suburban
Basic
0
18
454
9
2023-09-07 15:21:39.126661
Poor
Yes
Weekly
House
2,772
5,321
51
Male
37,149
Divorced
3
PhD
Employed
13.481412
Urban
Comprehensive
null
5
null
1
2021-01-26 15:21:39.202448
Poor
Yes
Weekly
Apartment
2,396
5,322
33
Female
26,200
Divorced
1
Bachelor's
Self-Employed
43.77783
Suburban
Basic
0
13
null
1
2022-12-09 15:21:39.232526
Good
Yes
Monthly
House
1,869
5,323
42
Male
35,987
Married
1
PhD
null
33.723695
Suburban
Comprehensive
1
6
572
7
2023-07-22 15:21:39.155231
Average
Yes
Monthly
Apartment
719
5,324
35
Female
43,304
Divorced
1
PhD
Self-Employed
35.252204
Suburban
Premium
null
16
661
5
2023-12-18 15:21:39.237118
Poor
Yes
Weekly
Condo
2,108
5,325
36
Female
23,891
Single
0
High School
Unemployed
24.8983
Urban
Premium
0
10
617
9
2021-12-11 15:21:39.134960
Good
No
Weekly
Condo
671
5,326
21
Male
37,534
Married
3
Bachelor's
Self-Employed
34.352629
Urban
Basic
1
8
587
9
2021-02-09 15:21:39.272456
Average
Yes
Monthly
House
1,142
5,327
42
Female
16,072
Married
4
Bachelor's
Self-Employed
18.819258
Rural
Comprehensive
1
3
null
8
2022-03-29 15:21:39.096739
Poor
Yes
Weekly
Apartment
531
5,328
53
Male
40,195
Single
2
Bachelor's
Unemployed
27.988341
Urban
Comprehensive
2
7
319
6
2022-05-07 15:21:39.237118
Good
No
Weekly
House
28
5,329
19
Male
8,040
Single
0
Master's
null
35.598511
Suburban
Basic
0
12
803
6
2022-06-03 15:21:39.134960
Poor
No
Rarely
Apartment
596
5,330
23
Female
17,061
Married
2
PhD
Employed
null
Rural
Comprehensive
2
12
613
2
2023-10-24 15:21:39.155231
Average
Yes
Daily
Apartment
2,956
5,331
38
Male
71,432
Divorced
0
High School
Unemployed
48.258085
Rural
Basic
2
6
605
2
2021-08-18 15:21:39.134960
null
Yes
Weekly
Apartment
1,233
5,332
51
Female
34,181
Divorced
3
Master's
Self-Employed
18.183868
Rural
Premium
0
16
470
4
2024-06-05 15:21:39.107553
Good
Yes
Daily
House
2,525
5,333
57
Female
30,331
Divorced
1
Master's
null
12.244814
Rural
Premium
0
6
null
1
2020-09-20 15:21:39.237118
Average
No
Monthly
House
2,725
5,334
48
Female
77,842
Single
1
High School
Unemployed
52.186921
Urban
Comprehensive
1
7
787
6
2021-12-26 15:21:39.274993
Average
No
Rarely
House
766
5,335
59
Male
9,086
Married
2
PhD
null
41.272376
Rural
Comprehensive
0
15
790
8
2022-06-16 15:21:39.218388
Poor
Yes
Rarely
Condo
1,130
5,336
30
Male
2,742
Married
3
Bachelor's
Unemployed
24.582508
Urban
Basic
null
19
422
4
2021-04-26 15:21:39.134960
Good
Yes
Rarely
Apartment
1,841
5,337
47
Female
null
Married
null
Bachelor's
null
35.733656
Rural
Comprehensive
0
6
317
3
2021-12-02 15:21:39.134960
Poor
Yes
Weekly
Apartment
1,253
5,338
36
Female
81,606
Single
3
PhD
null
33.534912
Rural
Comprehensive
1
10
445
9
2022-05-29 15:21:39.155231
Average
No
Monthly
House
2,856
5,339
20
Male
null
Married
3
Master's
null
19.994506
Rural
Basic
1
2
432
7
2023-12-18 15:21:39.186212
Average
No
Rarely
Condo
2,039
5,340
24
Male
8,071
Divorced
null
High School
null
19.923153
Rural
Basic
1
11
767
1
2022-09-05 15:21:39.134960
Poor
No
Daily
Condo
554
5,341
45
Female
5,076
Divorced
2
PhD
Employed
38.367948
Rural
Basic
null
1
550
4
2022-10-07 15:21:39.233485
Average
No
Rarely
Apartment
725
5,342
27
Male
5,836
Divorced
null
High School
Unemployed
26.438428
Urban
Premium
1
10
776
2
2020-07-19 15:21:39.155231
Average
Yes
Monthly
House
254
5,343
23
Female
18,956
Married
0
Bachelor's
Unemployed
23.788725
Rural
Basic
null
14
338
8
2023-04-24 15:21:39.150730
Good
Yes
Rarely
Condo
1,283
5,344
41
Female
76,328
Married
4
Bachelor's
null
13.907185
Suburban
Comprehensive
1
8
653
5
2019-11-23 15:21:39.278402
Average
Yes
Weekly
Condo
52
5,345
28
Female
4,822
Married
0
Master's
Unemployed
37.941728
Rural
Comprehensive
0
5
415
6
2022-09-28 15:21:39.151732
Poor
No
Daily
Apartment
2,301
5,346
49
Female
939
Married
4
High School
Self-Employed
null
Urban
Premium
1
8
694
8
2022-12-22 15:21:39.205850
Good
Yes
Daily
Condo
743
5,347
41
Male
20,498
Single
0
Master's
Self-Employed
30.054811
Rural
Basic
3
16
674
4
2019-09-27 15:21:39.155231
Good
Yes
Daily
Apartment
1,388
5,348
33
Female
847
Married
2
Bachelor's
null
22.798892
Suburban
Premium
0
19
834
1
2022-05-21 15:21:39.225916
null
Yes
Daily
House
3,080
5,349
49
Male
85,887
Divorced
0
Master's
Self-Employed
6.491329
Urban
Basic
2
6
328
2
2023-07-25 15:21:39.272456
Average
Yes
Daily
House
491
5,350
40
Male
12,991
Divorced
2
Bachelor's
Unemployed
39.602252
Rural
Comprehensive
null
16
null
1
2022-07-14 15:21:39.278402
Poor
Yes
Daily
Condo
100
5,351
30
Male
5,935
Married
1
Master's
null
35.682928
Urban
Comprehensive
0
9
562
5
2023-04-13 15:21:39.155231
Poor
No
Daily
House
22
5,352
45
Male
38,150
Single
1
High School
Unemployed
29.466814
Urban
Premium
null
14
655
4
2022-07-05 15:21:39.089116
Poor
No
Rarely
Apartment
430
5,353
54
Male
37,354
Single
null
Bachelor's
Employed
36.592301
Urban
Comprehensive
0
2
672
4
2021-05-06 15:21:39.105504
null
No
Rarely
House
1,421
5,354
46
Female
100,554
Divorced
0
Master's
null
40.572193
Rural
Comprehensive
0
2
731
3
2023-12-26 15:21:39.194829
Average
No
Monthly
House
100
5,355
53
Female
2,956
Married
0
PhD
Self-Employed
25.451873
Urban
Basic
1
2
385
5
2020-03-17 15:21:39.155231
Average
Yes
Rarely
Apartment
719
5,356
20
Female
29,063
Married
null
PhD
Unemployed
4.384483
Urban
Premium
2
13
696
5
2022-04-26 15:21:39.199447
Average
Yes
Weekly
House
1,819
5,357
31
Female
3,729
Single
2
Master's
Employed
15.394376
Rural
Comprehensive
null
15
390
1
2024-04-02 15:21:39.237118
Good
Yes
Weekly
House
1,650
5,358
47
Male
22,664
Single
1
PhD
null
24.926966
Suburban
Basic
1
0
644
7
2020-10-08 15:21:39.134960
Average
Yes
Monthly
House
975
5,359
50
Female
6,146
Divorced
0
PhD
Unemployed
12.849391
Suburban
Premium
0
17
546
2
2021-12-25 15:21:39.081504
Average
No
Weekly
Apartment
2,131
5,360
26
Male
51,338
null
0
Master's
Unemployed
6.684019
Urban
Basic
1
18
351
8
2024-01-09 15:21:39.101733
Average
No
Rarely
Condo
1,750
5,361
48
Male
1,344
Divorced
3
Bachelor's
null
22.957346
Suburban
Premium
1
8
824
2
2020-08-26 15:21:39.079128
Good
No
Rarely
House
34
5,362
35
Male
42,543
Married
3
Bachelor's
Employed
39.717465
Rural
Comprehensive
null
17
327
4
2024-04-12 15:21:39.270454
Good
No
Monthly
House
1,104
5,363
36
Female
45,610
Single
4
High School
null
19.053317
Suburban
Premium
1
9
602
3
2020-10-16 15:21:39.199447
Poor
No
Monthly
Apartment
509
5,364
39
Male
15,485
Divorced
1
Master's
Self-Employed
40.141215
Rural
Premium
2
19
310
1
2023-10-15 15:21:39.205850
Poor
Yes
Weekly
Condo
1,043
5,365
20
Female
25,861
Married
1
High School
Employed
26.818861
Suburban
Basic
0
1
787
6
2020-09-13 15:21:39.134960
Poor
Yes
Daily
Condo
466
5,366
46
Female
1,355
Single
2
PhD
Unemployed
18.50187
Suburban
Comprehensive
null
8
801
2
2021-04-03 15:21:39.091080
null
Yes
Weekly
Condo
487
5,367
48
Female
17,096
Married
4
High School
Employed
26.181423
Rural
Comprehensive
0
1
691
9
2021-03-09 15:21:39.121169
null
No
Monthly
Apartment
537
5,368
24
Female
24,706
Single
4
High School
Unemployed
8.272044
Suburban
Premium
null
17
null
9
2024-05-20 15:21:39.109552
Good
No
Rarely
House
1,233
5,369
47
Male
1,189
Married
3
Master's
null
null
Urban
Premium
1
12
null
4
2021-08-11 15:21:39.254678
Poor
No
Monthly
Condo
1,351
5,370
36
Male
37,881
Married
4
PhD
null
44.12104
Rural
Basic
0
11
676
4
2024-01-07 15:21:39.131192
Average
Yes
Monthly
House
1,377
5,371
47
Male
23,725
Married
null
Bachelor's
Employed
9.262669
Rural
Comprehensive
0
1
740
6
2021-12-12 15:21:39.257696
Average
No
Daily
Apartment
840
5,372
38
Male
27,365
Married
2
Bachelor's
Unemployed
42.075028
Rural
Basic
2
16
648
6
2023-09-12 15:21:39.180553
Average
Yes
Rarely
Condo
614
5,373
25
Female
84,962
Married
2
Master's
Self-Employed
34.845266
Suburban
Comprehensive
2
6
661
9
2020-08-10 15:21:39.274993
Average
Yes
Rarely
Apartment
2,087
5,374
22
Female
14,142
Married
1
Bachelor's
Employed
17.552033
Suburban
Basic
null
19
null
9
2021-10-13 15:21:39.084065
Poor
Yes
Rarely
Apartment
461
5,375
59
Male
null
Single
3
Master's
Self-Employed
31.739158
Urban
Basic
1
15
622
1
2023-07-16 15:21:39.194829
Poor
Yes
Daily
Condo
172
5,376
58
Male
5,865
Married
2
Bachelor's
Unemployed
34.92425
Urban
Premium
0
9
453
8
2020-08-30 15:21:39.125660
Good
No
Weekly
Apartment
705
5,377
33
Male
98,803
Divorced
3
Master's
null
17.955795
Urban
Comprehensive
null
12
666
9
2020-03-16 15:21:39.173834
Poor
Yes
Daily
Condo
129
5,378
35
Female
2,876
Married
2
High School
Unemployed
25.898202
Rural
Comprehensive
1
13
null
5
2020-01-13 15:21:39.217387
Poor
No
Daily
Apartment
1,874
5,379
40
Male
3,377
Single
0
Master's
Self-Employed
8.679639
Suburban
Comprehensive
2
18
368
6
2021-05-10 15:21:39.280784
Average
Yes
Monthly
House
2,556
5,380
35
Male
89,203
Divorced
null
PhD
Employed
29.299722
Urban
Premium
0
5
394
9
2019-09-18 15:21:39.169102
Poor
Yes
Monthly
Apartment
973
5,381
43
Male
60,569
Single
0
PhD
Employed
13.937266
Rural
Basic
0
12
null
1
2022-12-08 15:21:39.176717
Average
Yes
Weekly
House
100
5,382
53
Male
47,314
Divorced
3
Bachelor's
Employed
45.603461
Suburban
Comprehensive
2
0
565
2
2023-04-27 15:21:39.155231
Average
No
Daily
House
2,889
5,383
29
Female
57,823
Single
1
Master's
Employed
39.754673
Suburban
Basic
null
14
759
1
2019-08-28 15:21:39.186212
Average
No
Weekly
Condo
130
5,384
45
Male
9,981
Married
null
Bachelor's
Employed
27.988185
Rural
Comprehensive
0
1
709
2
2020-02-13 15:21:39.261856
Good
Yes
Monthly
Apartment
1,581
5,385
29
Female
45,318
Married
1
Bachelor's
Unemployed
27.292869
Rural
Comprehensive
null
15
793
2
2024-06-14 15:21:39.208842
Poor
No
Daily
House
519
5,386
40
Female
18,472
Single
2
Bachelor's
Employed
20.848358
Suburban
Basic
0
3
690
1
2024-06-10 15:21:39.155231
Good
Yes
Rarely
Apartment
467
5,387
23
Male
79,874
Single
4
PhD
Employed
null
Urban
Comprehensive
1
4
498
5
2022-11-22 15:21:39.244069
Poor
No
Weekly
Apartment
855
5,388
18
Female
74,896
Married
1
High School
null
13.071654
Rural
Premium
1
0
431
2
2024-04-26 15:21:39.166062
Average
Yes
Weekly
Apartment
896
5,389
42
Male
78,956
Married
4
PhD
Unemployed
27.927708
Urban
Basic
1
17
424
1
2024-07-27 15:21:39.084065
Poor
Yes
Monthly
Apartment
464
5,390
32
Female
17,095
Single
2
High School
null
11.923357
Suburban
Premium
null
19
482
1
2024-05-26 15:21:39.254678
Average
Yes
Monthly
House
1,054
5,391
61
Female
14,917
Divorced
4
Master's
null
43.331189
Suburban
Comprehensive
0
4
382
4
2024-02-04 15:21:39.154008
Good
Yes
Monthly
House
1,161
5,392
22
Female
51,783
Single
null
Bachelor's
Unemployed
12.086515
Urban
Premium
0
19
761
3
2024-06-10 15:21:39.181605
Good
Yes
Daily
House
295
5,393
59
Male
21,319
Married
null
Master's
null
4.486545
Rural
Premium
0
2
758
3
2023-11-29 15:21:39.094752
Poor
No
Daily
Apartment
798
5,394
54
Male
534
Married
null
Master's
Self-Employed
15.974164
Urban
Premium
null
4
null
5
2020-01-19 15:21:39.134960
Poor
No
Monthly
Condo
2,569
5,395
28
Male
3,637
Single
3
Master's
Unemployed
36.926588
Rural
Basic
0
6
605
1
2023-08-28 15:21:39.155231
Poor
No
Weekly
House
2,490
5,396
57
Male
6,791
Divorced
4
Master's
Unemployed
27.93377
Urban
Basic
1
3
459
9
2023-11-29 15:21:39.171102
Good
Yes
Monthly
Condo
282
5,397
62
Male
1,085
Married
0
Master's
null
20.392919
Urban
Basic
0
9
790
2
2022-03-16 15:21:39.155231
Good
No
Rarely
Apartment
2,601
5,398
27
Male
18,561
Married
2
Master's
Self-Employed
9.885041
Rural
Comprehensive
0
11
543
3
2021-07-03 15:21:39.206847
Poor
No
Rarely
Apartment
740
5,399
18
Female
69,063
Divorced
4
PhD
Self-Employed
13.146443
Urban
Comprehensive
null
7
362
6
2021-07-29 15:21:39.155231
Average
Yes
Monthly
Condo
518