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
1,190,300
51
Male
55,450
Single
3
Master's
Employed
37.006619
Suburban
Basic
null
9
334
1
2023-03-15 15:21:39.155231
Poor
No
Monthly
Apartment
864
1,190,301
26
Female
27,161
Divorced
0
High School
Self-Employed
9.749412
Urban
Premium
null
8
null
1
2023-08-29 15:21:39.286113
Poor
Yes
Monthly
Apartment
510
1,190,302
31
Male
3,727
Single
4
PhD
Employed
52.163407
Rural
Comprehensive
1
0
642
8
2023-11-06 15:21:39.272456
Good
Yes
Rarely
House
477
1,190,303
29
Male
32,695
Married
3
Bachelor's
Self-Employed
13.788443
Urban
Premium
0
12
841
7
2021-09-25 15:21:39.258696
Average
Yes
Rarely
Apartment
25
1,190,304
48
Female
18,842
Single
2
High School
null
7.854686
Rural
Premium
null
11
565
3
2021-06-24 15:21:39.248098
Good
No
Weekly
House
66
1,190,305
21
Female
27,126
Married
3
High School
Self-Employed
39.504907
Suburban
Basic
1
10
757
7
2024-05-16 15:21:39.237118
Good
Yes
Monthly
House
393
1,190,306
28
Female
18,058
Single
1
Bachelor's
Unemployed
33.682716
Suburban
Basic
null
5
822
5
2023-11-20 15:21:39.082499
Average
No
Monthly
Condo
1,083
1,190,307
33
Female
27,538
Single
null
Bachelor's
Employed
20.486341
Urban
Premium
0
1
825
3
2023-12-25 15:21:39.251142
Good
Yes
Daily
Apartment
3,399
1,190,308
45
Male
14,096
Married
0
Bachelor's
Employed
26.967005
Suburban
Comprehensive
1
8
497
7
2024-01-24 15:21:39.171102
Poor
No
Monthly
House
2,579
1,190,309
52
Male
28,561
Single
3
Bachelor's
Unemployed
11.06424
Rural
Comprehensive
null
2
463
4
2024-02-25 15:21:39.282785
Poor
No
Weekly
Apartment
2,028
1,190,310
24
Male
674
Divorced
1
Master's
Self-Employed
31.381023
Urban
Comprehensive
3
10
543
8
2022-11-06 15:21:39.176717
Good
Yes
Rarely
House
1,568
1,190,311
20
Male
39,711
Single
3
Bachelor's
Self-Employed
20.964014
Suburban
Basic
0
6
null
3
2022-10-04 15:21:39.289099
Average
Yes
Weekly
House
722
1,190,312
56
Female
26,553
Single
3
PhD
Employed
24.668046
Rural
Basic
1
17
674
5
2019-11-09 15:21:39.224915
Average
Yes
Monthly
House
1,312
1,190,313
37
Male
9,979
Married
3
Bachelor's
null
28.976352
Rural
Basic
2
8
590
4
2022-04-01 15:21:39.264504
Good
Yes
Monthly
Condo
462
1,190,314
50
Female
28,503
Single
3
Master's
Employed
35.938593
Rural
Basic
0
18
null
2
2023-06-03 15:21:39.226954
Poor
Yes
Weekly
House
1,448
1,190,315
39
Female
8,053
Married
2
High School
Unemployed
8.943603
Suburban
Basic
0
10
498
9
2021-07-04 15:21:39.146733
Poor
No
Weekly
Apartment
514
1,190,316
61
Female
15,456
Single
1
Bachelor's
Self-Employed
36.507317
Suburban
Comprehensive
null
9
685
2
2020-01-30 15:21:39.278402
Good
Yes
Weekly
Condo
1,773
1,190,317
52
Male
33,022
Divorced
1
PhD
null
45.092978
Urban
Comprehensive
2
14
null
5
2021-05-31 15:21:39.283783
null
No
Monthly
Apartment
465
1,190,318
31
Male
32,009
Married
1
High School
null
23.283584
Suburban
Premium
0
16
null
1
2020-06-07 15:21:39.134960
Average
Yes
Monthly
House
686
1,190,319
31
Male
25,862
Divorced
2
High School
Unemployed
13.058184
Rural
Basic
null
2
null
3
2020-01-10 15:21:39.122134
Poor
No
Weekly
House
717
1,190,320
43
Female
3,855
Divorced
2
Bachelor's
Self-Employed
11.619098
Suburban
Basic
2
3
null
2
2020-07-27 15:21:39.134960
Average
No
Monthly
House
24
1,190,321
62
Male
45,652
Married
null
Master's
Employed
null
Rural
Premium
1
4
693
3
2023-06-13 15:21:39.235012
Good
No
Weekly
House
1,193
1,190,322
63
Male
16,863
Divorced
4
Bachelor's
Unemployed
22.751223
Urban
Comprehensive
null
3
836
7
2024-03-03 15:21:39.285112
Poor
No
Daily
House
1,514
1,190,323
51
Female
23,140
Married
2
PhD
Employed
11.993611
Suburban
Comprehensive
null
13
756
1
2024-02-08 15:21:39.134960
Good
Yes
Daily
House
981
1,190,324
20
Female
28,321
Single
null
PhD
null
23.943019
Suburban
Basic
0
7
null
1
2020-02-16 15:21:39.237118
Good
Yes
Rarely
Condo
2,089
1,190,325
58
Male
29,091
Single
null
Master's
Employed
26.878165
Suburban
Basic
1
1
787
3
2021-01-20 15:21:39.226954
Poor
No
Weekly
Apartment
1,023
1,190,326
22
Male
61,671
Married
4
Master's
null
25.564792
Urban
Basic
2
4
814
7
2024-01-19 15:21:39.237118
Poor
Yes
Daily
Apartment
2,158
1,190,327
55
Female
15,507
Single
1
High School
Unemployed
7.237099
Rural
Comprehensive
null
8
585
2
2023-06-03 15:21:39.134960
Good
No
Rarely
Apartment
2,833
1,190,328
58
Male
6,927
Married
4
Master's
null
24.59246
Rural
Comprehensive
0
6
689
7
2023-04-10 15:21:39.252145
Poor
No
Daily
Apartment
1,025
1,190,329
50
Female
30,678
Single
4
High School
null
36.097715
Urban
Comprehensive
2
12
null
1
2023-01-30 15:21:39.134960
Good
Yes
Monthly
Apartment
664
1,190,330
58
Male
20,305
Divorced
1
Bachelor's
Self-Employed
15.844566
Urban
Premium
2
7
669
4
2021-01-27 15:21:39.134960
Poor
No
Daily
House
681
1,190,331
20
Male
91,840
Married
4
Bachelor's
null
39.174855
Urban
Premium
1
3
584
4
2019-10-03 15:21:39.194829
Poor
Yes
Rarely
Apartment
24
1,190,332
64
Male
43,930
Married
null
High School
Self-Employed
null
Rural
Premium
null
11
null
5
2021-03-01 15:21:39.094752
Poor
Yes
Daily
Condo
549
1,190,333
46
Female
45,545
Married
1
PhD
null
6.861773
Rural
Basic
0
9
397
4
2023-11-20 15:21:39.266452
Average
No
Monthly
Apartment
1,168
1,190,334
45
Male
13,838
Married
3
High School
null
44.844131
Urban
Premium
1
10
755
5
2020-10-28 15:21:39.102694
Poor
Yes
Weekly
Condo
2,327
1,190,335
40
Male
6,902
Married
4
High School
Unemployed
9.094192
Suburban
Comprehensive
null
18
696
3
2022-07-24 15:21:39.134960
Poor
Yes
Monthly
Condo
1,551
1,190,336
53
Female
8,056
Divorced
0
PhD
null
20.759581
Rural
Premium
1
9
689
4
2020-12-23 15:21:39.134960
Average
No
Monthly
Condo
1,059
1,190,337
44
Male
45,908
Divorced
3
Bachelor's
Employed
35.59129
Rural
Comprehensive
1
8
337
2
2023-08-28 15:21:39.134960
Poor
Yes
Weekly
Apartment
540
1,190,338
48
Male
26,348
Divorced
null
PhD
Employed
4.869205
Urban
Basic
1
17
715
2
2022-01-23 15:21:39.228521
Poor
Yes
Weekly
Condo
1,497
1,190,339
39
Female
91,743
Married
null
Bachelor's
null
28.723102
Urban
Comprehensive
3
10
null
3
2024-06-07 15:21:39.122134
Poor
No
Rarely
Condo
28
1,190,340
51
Male
1,612
Married
0
Bachelor's
Unemployed
19.396815
Urban
Comprehensive
null
1
476
4
2020-04-11 15:21:39.130190
Average
Yes
Weekly
House
102
1,190,341
22
Female
45,504
Married
2
High School
Self-Employed
45.746176
Suburban
Premium
0
12
819
3
2021-01-03 15:21:39.097737
Average
Yes
Weekly
House
1,038
1,190,342
40
Female
46,218
Single
2
Bachelor's
Unemployed
22.390861
Urban
Comprehensive
1
2
423
6
2019-10-12 15:21:39.237118
Poor
Yes
Monthly
Condo
2,742
1,190,343
50
Female
26,657
Single
null
High School
Employed
null
Rural
Comprehensive
0
10
703
4
2022-06-23 15:21:39.097737
Poor
Yes
Rarely
House
2,057
1,190,344
38
Female
1,013
Married
3
Master's
Unemployed
38.068535
Urban
Premium
1
6
834
7
2019-11-08 15:21:39.134960
Average
Yes
Rarely
House
1,519
1,190,345
60
Female
35,682
Married
0
Bachelor's
Unemployed
15.858607
Rural
Premium
0
5
613
6
2022-06-17 15:21:39.211806
Good
Yes
Weekly
Condo
1,545
1,190,346
50
Female
1,079
Married
2
Bachelor's
Employed
19.59991
Urban
Basic
1
10
839
6
2019-12-19 15:21:39.172097
Good
Yes
Weekly
Apartment
1,398
1,190,347
51
Female
46,814
Single
1
Master's
Unemployed
51.60679
Urban
Comprehensive
4
2
632
2
2021-05-30 15:21:39.217387
Poor
No
Monthly
Condo
488
1,190,348
25
Female
56,898
Married
0
PhD
Unemployed
15.04922
Suburban
Comprehensive
null
14
434
1
2021-05-28 15:21:39.155231
Average
No
Daily
Apartment
112
1,190,349
28
Male
17,335
Single
2
Bachelor's
Employed
38.823465
Suburban
Basic
null
19
524
4
2019-09-06 15:21:39.258696
Average
Yes
Monthly
Apartment
541
1,190,350
41
Female
21,380
Married
0
Bachelor's
Unemployed
13.955191
Suburban
Comprehensive
null
12
563
3
2021-03-21 15:21:39.174719
Average
No
Daily
Apartment
1,695
1,190,351
25
Male
45,955
Single
2
Master's
Employed
10.187616
Rural
Basic
null
4
590
1
2021-11-01 15:21:39.172097
Poor
Yes
Daily
House
996
1,190,352
62
Male
15,161
Single
4
Bachelor's
Employed
30.812397
Urban
Comprehensive
0
10
663
5
2023-09-18 15:21:39.081504
null
No
Monthly
Apartment
1,744
1,190,353
22
Male
6,851
Divorced
4
High School
Employed
17.014002
Rural
Basic
null
15
586
9
2019-11-26 15:21:39.235012
Good
No
Daily
Condo
724
1,190,354
64
Male
23,019
Married
1
Bachelor's
null
34.605413
Rural
Premium
1
7
828
6
2019-12-07 15:21:39.128286
Average
Yes
Daily
House
1,236
1,190,355
30
Female
4,534
Divorced
0
Master's
null
37.913984
Suburban
Comprehensive
2
7
534
5
2020-04-19 15:21:39.204790
Good
No
Weekly
House
563
1,190,356
36
Female
63,418
Married
1
Master's
Employed
45.56765
Suburban
Basic
null
10
null
8
2024-04-15 15:21:39.134960
Average
Yes
Rarely
House
111
1,190,357
23
Female
935
Divorced
0
PhD
Self-Employed
39.391352
Rural
Comprehensive
2
3
372
5
2023-05-17 15:21:39.101733
Good
No
Rarely
Apartment
1,004
1,190,358
24
Male
35,424
Single
4
High School
Self-Employed
26.133516
Rural
Premium
0
4
749
5
2019-12-02 15:21:39.283783
Good
Yes
Daily
Condo
35
1,190,359
18
Male
4,510
Divorced
0
PhD
Unemployed
3.77774
Urban
Basic
3
15
562
9
2020-09-03 15:21:39.134960
Average
Yes
Monthly
Condo
898
1,190,360
48
Male
27,358
Divorced
2
Master's
Self-Employed
51.979176
Rural
Premium
0
14
438
6
2023-07-21 15:21:39.098696
null
No
Daily
Apartment
709
1,190,361
43
Male
105,979
Single
2
Master's
Employed
11.944197
Urban
Comprehensive
null
8
398
2
2021-06-22 15:21:39.092127
Good
No
Rarely
Condo
2,517
1,190,362
20
Female
100,913
Single
0
Bachelor's
Self-Employed
21.91764
Suburban
Basic
0
9
562
7
2021-10-02 15:21:39.192212
Poor
No
Rarely
House
256
1,190,363
32
Male
267
Single
4
High School
Self-Employed
32.492316
Rural
Basic
0
4
466
4
2021-10-23 15:21:39.254678
Good
No
Monthly
Condo
446
1,190,364
56
Female
12,991
Divorced
null
Bachelor's
Employed
5.517415
Urban
Basic
1
5
303
5
2020-09-07 15:21:39.134960
Average
No
Monthly
Apartment
643
1,190,365
63
Female
3,098
Divorced
2
Master's
Unemployed
48.9171
Rural
Premium
2
4
635
7
2021-02-26 15:21:39.237118
Good
No
Monthly
Apartment
365
1,190,366
34
Female
2,745
Single
4
High School
Self-Employed
52.420068
Rural
Comprehensive
0
5
515
4
2023-01-08 15:21:39.155231
null
No
Monthly
House
712
1,190,367
24
Female
null
Single
1
Master's
Self-Employed
7.693835
Urban
Premium
null
0
416
4
2021-10-31 15:21:39.085129
Average
Yes
Weekly
House
926
1,190,368
23
Male
15,411
Married
0
Bachelor's
Unemployed
28.880062
Urban
Comprehensive
1
10
501
9
2023-03-15 15:21:39.231531
Average
Yes
Rarely
Condo
676
1,190,369
33
Male
98,257
Divorced
1
Master's
null
37.976456
Suburban
Comprehensive
1
5
344
4
2023-11-19 15:21:39.258696
Poor
No
Weekly
Condo
591
1,190,370
60
Female
3,089
Married
null
High School
null
null
Suburban
Basic
null
0
710
3
2021-10-28 15:21:39.261856
Good
No
Monthly
House
755
1,190,371
55
Female
20,651
Single
0
Bachelor's
Unemployed
18.769707
Rural
Basic
null
8
713
8
2020-03-25 15:21:39.134960
Poor
No
Weekly
House
1,290
1,190,372
63
Male
92,663
Divorced
0
Master's
null
41.834117
Suburban
Comprehensive
null
14
377
1
2023-09-28 15:21:39.152732
Average
Yes
Monthly
Condo
1,294
1,190,373
55
Female
20,489
Single
3
Master's
null
32.394012
Urban
Premium
null
5
657
8
2022-09-06 15:21:39.248098
Good
Yes
Monthly
House
793
1,190,374
43
Female
147,893
Divorced
null
Master's
null
51.017612
Suburban
Premium
null
18
313
3
2022-05-19 15:21:39.190215
Good
No
Daily
Apartment
1,346
1,190,375
49
Male
44,762
Married
2
Master's
Self-Employed
16.845442
Urban
Basic
null
11
559
8
2020-06-12 15:21:39.134960
Average
Yes
Monthly
Condo
572
1,190,376
47
Female
28,795
Single
1
Master's
Unemployed
19.734209
Rural
Comprehensive
null
12
428
5
2023-11-01 15:21:39.170099
Poor
No
Weekly
Condo
1,035
1,190,377
56
Male
16,066
Married
3
PhD
null
15.848312
Urban
Comprehensive
2
2
795
7
2020-06-23 15:21:39.102694
Average
Yes
Daily
Apartment
1,188
1,190,378
31
Female
24,894
Married
2
High School
Unemployed
35.292517
Rural
Comprehensive
0
18
null
3
2021-08-21 15:21:39.134960
Good
Yes
Daily
House
2,463
1,190,379
21
Female
17,140
Married
0
Bachelor's
Employed
4.913261
Suburban
Comprehensive
null
15
644
4
2023-06-03 15:21:39.233998
Poor
Yes
Daily
House
424
1,190,380
59
Female
5,037
Divorced
1
High School
Employed
37.67607
Urban
Basic
0
6
729
3
2022-11-16 15:21:39.194829
Average
Yes
Monthly
Apartment
703
1,190,381
54
Male
43,987
Single
1
Bachelor's
Unemployed
28.351369
Suburban
Comprehensive
0
18
613
4
2022-11-25 15:21:39.134960
Poor
No
Rarely
House
596
1,190,382
41
Male
11,575
Married
4
High School
null
32.890346
Rural
Basic
0
5
null
5
2020-12-06 15:21:39.167099
Average
Yes
Monthly
Apartment
2,098
1,190,383
53
Female
1,883
Divorced
0
Master's
Self-Employed
49.288512
Suburban
Basic
0
19
373
1
2022-04-16 15:21:39.082499
Good
Yes
Daily
Apartment
642
1,190,384
22
Female
49,718
Married
2
Master's
Employed
52.517846
Rural
Basic
null
11
null
2
2021-06-27 15:21:39.133866
Good
Yes
Monthly
Apartment
1,334
1,190,385
43
Female
45,601
Single
1
High School
null
4.966897
Suburban
Comprehensive
2
10
682
6
2022-01-02 15:21:39.177724
Good
Yes
Weekly
House
240
1,190,386
31
Female
23,207
Single
1
Master's
Employed
19.573048
Suburban
Premium
2
2
635
8
2024-06-01 15:21:39.122134
Good
Yes
Weekly
House
1,119
1,190,387
50
Female
27,720
Single
4
PhD
null
14.56659
Suburban
Comprehensive
0
3
607
8
2024-07-14 15:21:39.274993
Poor
No
Daily
Apartment
710
1,190,388
29
Female
64,749
Divorced
0
High School
Unemployed
5.965164
Suburban
Basic
2
4
631
9
2023-05-01 15:21:39.134960
Average
Yes
Weekly
Condo
352
1,190,389
35
Male
71,473
Single
1
Master's
Unemployed
14.240855
Urban
Basic
2
14
null
4
2023-12-03 15:21:39.237118
Good
Yes
Weekly
Apartment
431
1,190,390
29
Female
925
Married
1
Bachelor's
Self-Employed
23.406624
Suburban
Comprehensive
2
19
546
3
2024-03-07 15:21:39.124659
Poor
Yes
Daily
Apartment
1,282
1,190,391
40
Female
28,679
Married
2
Bachelor's
null
23.564203
Urban
Premium
null
0
617
3
2021-05-12 15:21:39.155231
Average
Yes
Daily
Apartment
1,336
1,190,392
43
Female
32,583
Married
3
Bachelor's
Employed
52.868993
Urban
Comprehensive
0
15
577
7
2021-11-05 15:21:39.173834
Good
Yes
Rarely
House
1,382
1,190,393
51
Male
642
Single
1
Bachelor's
Self-Employed
38.638792
Suburban
Comprehensive
1
17
795
3
2021-01-23 15:21:39.122134
Good
No
Rarely
Condo
211
1,190,394
52
Female
68,146
Married
2
Bachelor's
Unemployed
11.759911
Rural
Basic
null
15
311
4
2020-04-04 15:21:39.107553
Poor
No
Daily
House
2,271
1,190,395
54
Male
68,556
Married
3
High School
Employed
15.672055
Rural
Basic
null
13
null
5
2021-02-10 15:21:39.105504
Average
No
Weekly
Apartment
308
1,190,396
29
Female
38,925
Married
null
High School
null
45.262355
Suburban
Comprehensive
null
16
340
7
2023-10-11 15:21:39.257696
Good
No
Daily
Apartment
466
1,190,397
51
Female
497
Single
1
Bachelor's
Self-Employed
null
Urban
Basic
1
19
819
6
2020-10-09 15:21:39.155231
Poor
No
Weekly
Apartment
861
1,190,398
54
Female
18,361
Divorced
3
Master's
Self-Employed
23.361829
Rural
Premium
0
4
746
1
2021-08-03 15:21:39.096739
Good
No
Weekly
Apartment
105
1,190,399
63
Female
27,365
Divorced
4
High School
Self-Employed
44.058399
Urban
Basic
1
14
453
9
2020-09-27 15:21:39.264504
Good
No
Monthly
Condo
472