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
1,198,300
22
Male
2,893
Married
4
High School
Unemployed
46.857422
Urban
Comprehensive
null
16
659
8
2023-10-16 15:21:39.270454
Good
No
Weekly
Apartment
22
1,198,301
52
Female
25,861
Married
0
Bachelor's
Unemployed
12.092713
Suburban
Basic
0
19
826
3
2020-10-19 15:21:39.274993
Average
No
Monthly
House
1,169
1,198,302
56
Female
147,581
Divorced
1
High School
Unemployed
25.57225
Suburban
Basic
null
5
630
8
2022-01-19 15:21:39.231531
Good
Yes
Monthly
Condo
111
1,198,303
38
Male
838
Single
2
PhD
null
17.927505
Urban
Premium
2
0
615
6
2020-03-20 15:21:39.174719
Average
Yes
Daily
Apartment
893
1,198,304
35
Female
3,904
Single
3
Bachelor's
null
34.569519
Rural
Premium
0
6
659
6
2023-06-09 15:21:39.245086
Good
No
Daily
Apartment
2,925
1,198,305
24
Female
8,984
Single
1
Master's
Employed
22.979589
Rural
Comprehensive
0
0
603
9
2023-10-14 15:21:39.265513
Average
No
Daily
House
1,110
1,198,306
41
Female
26,355
Single
4
PhD
Unemployed
19.096765
Rural
Basic
null
14
483
9
2021-06-07 15:21:39.164044
Poor
Yes
Monthly
Apartment
1,031
1,198,307
24
Female
25,489
Married
0
Master's
null
25.657754
Rural
Basic
0
18
null
6
2023-01-31 15:21:39.244069
Average
No
Weekly
Apartment
271
1,198,308
62
Male
30,803
Single
4
Bachelor's
null
7.067196
Suburban
Basic
null
17
772
4
2023-10-29 15:21:39.134960
Poor
Yes
Monthly
House
711
1,198,309
49
Male
148,948
Divorced
1
Master's
Self-Employed
10.70573
Suburban
Comprehensive
1
17
447
5
2022-10-16 15:21:39.134960
Poor
Yes
Rarely
Apartment
2,741
1,198,310
56
Female
35,324
Divorced
2
Master's
Unemployed
20.387203
Suburban
Premium
1
11
null
6
2021-03-04 15:21:39.119168
null
No
Weekly
House
757
1,198,311
49
Female
3,076
Single
4
High School
Employed
11.469036
Suburban
Comprehensive
0
19
398
7
2023-12-28 15:21:39.087123
Poor
Yes
Weekly
House
1,166
1,198,312
21
Male
8,730
Married
1
Master's
Unemployed
14.715572
Urban
Basic
0
13
535
3
2020-05-28 15:21:39.264504
Average
Yes
Rarely
Apartment
603
1,198,313
64
Male
114,033
Married
1
Master's
Employed
38.542164
Suburban
Premium
null
3
790
3
2022-03-13 15:21:39.132191
Average
Yes
Rarely
Apartment
397
1,198,314
43
Male
9,094
Single
2
PhD
Employed
46.681141
Rural
Basic
null
14
405
3
2022-08-13 15:21:39.225916
null
Yes
Weekly
Apartment
729
1,198,315
42
Male
17,962
Single
2
Master's
Self-Employed
13.987919
Rural
Basic
2
16
814
3
2023-02-03 15:21:39.256696
Average
No
Weekly
House
1,227
1,198,316
36
Male
121,442
Single
4
Bachelor's
Employed
46.823304
Urban
Basic
3
5
null
8
2021-12-27 15:21:39.155231
null
No
Rarely
House
437
1,198,317
48
Male
32,614
Divorced
1
High School
null
32.138097
Urban
Comprehensive
1
18
415
1
2019-12-17 15:21:39.147735
Poor
No
Daily
Condo
981
1,198,318
36
Male
43,834
Divorced
1
High School
Self-Employed
44.62231
Rural
Comprehensive
null
19
null
2
2021-10-17 15:21:39.092127
Poor
No
Weekly
Condo
247
1,198,319
44
Male
40,254
Married
4
Bachelor's
null
29.811348
Rural
Comprehensive
null
3
656
5
2023-05-29 15:21:39.217387
Poor
Yes
Rarely
House
537
1,198,320
38
Female
24,961
Married
1
Master's
Self-Employed
5.551576
Rural
Premium
0
10
761
5
2021-06-03 15:21:39.096739
null
No
Weekly
Condo
549
1,198,321
63
Male
24,161
Married
null
Master's
null
31.726215
Urban
Comprehensive
1
6
514
2
2021-04-19 15:21:39.221386
Average
No
Monthly
Condo
205
1,198,322
null
Female
38,662
Married
4
PhD
null
51.082456
Suburban
Comprehensive
null
16
573
6
2020-12-25 15:21:39.166062
Average
Yes
Monthly
Condo
1,057
1,198,323
50
Male
2,561
Divorced
3
Bachelor's
Self-Employed
null
Suburban
Basic
0
1
549
1
2020-02-23 15:21:39.134960
Average
Yes
Weekly
Condo
531
1,198,324
26
Male
null
Single
1
Master's
null
37.728858
Urban
Comprehensive
2
4
690
6
2021-03-22 15:21:39.098696
null
Yes
Rarely
Apartment
218
1,198,325
28
Male
131,626
Divorced
null
High School
Unemployed
40.818786
Urban
Comprehensive
2
16
843
3
2021-01-17 15:21:39.230483
Poor
No
Monthly
Condo
165
1,198,326
54
Female
null
Single
4
PhD
Self-Employed
12.558929
Suburban
Basic
0
5
312
8
2022-01-23 15:21:39.082499
Good
Yes
Weekly
Condo
746
1,198,327
56
Male
19,994
Married
0
Bachelor's
Self-Employed
34.918045
Urban
Premium
0
18
709
4
2021-06-15 15:21:39.230483
Good
Yes
Monthly
Apartment
360
1,198,328
49
Female
2,521
null
3
High School
null
18.507207
Rural
Comprehensive
1
14
679
2
2024-01-10 15:21:39.205850
Poor
No
Rarely
Apartment
1,555
1,198,329
62
Male
2,954
Divorced
2
Master's
null
47.08886
Urban
Premium
1
17
493
7
2020-11-20 15:21:39.214388
Poor
Yes
Monthly
Condo
1,405
1,198,330
43
Male
12,073
Divorced
2
Master's
Self-Employed
29.634332
Rural
Premium
1
8
826
6
2020-07-03 15:21:39.248098
Good
No
Daily
Apartment
729
1,198,331
28
Female
15,359
Married
1
Bachelor's
null
43.39206
Urban
Basic
null
4
836
6
2021-03-19 15:21:39.199447
Good
Yes
Monthly
Condo
746
1,198,332
62
Female
35,178
Single
3
PhD
Employed
41.161631
Rural
Comprehensive
2
5
473
4
2024-01-12 15:21:39.207847
Good
Yes
Rarely
House
1,206
1,198,333
44
Male
4,941
Married
4
PhD
null
36.247777
Suburban
Premium
1
9
674
8
2021-04-24 15:21:39.102694
Poor
Yes
Monthly
Apartment
362
1,198,334
45
Female
130,064
Single
3
High School
null
14.867381
Urban
Premium
null
4
490
8
2022-03-01 15:21:39.155231
Average
Yes
Rarely
Apartment
275
1,198,335
46
Female
29,091
Married
3
PhD
Self-Employed
24.011685
Urban
Basic
0
10
477
5
2023-06-01 15:21:39.099739
Good
Yes
Rarely
House
641
1,198,336
57
Female
50,716
Divorced
1
PhD
Self-Employed
12.553329
Urban
Premium
1
19
373
8
2021-05-01 15:21:39.285112
Poor
Yes
Rarely
Condo
1,037
1,198,337
39
Female
28,776
Divorced
3
High School
Employed
43.845448
Rural
Basic
1
1
535
3
2024-06-05 15:21:39.126661
Good
Yes
Weekly
Condo
533
1,198,338
31
Male
20,892
Divorced
0
Bachelor's
null
33.171498
Suburban
Comprehensive
null
14
null
7
2023-02-23 15:21:39.237118
Poor
Yes
Rarely
Apartment
766
1,198,339
48
Female
24,182
Single
0
PhD
Employed
47.03989
Rural
Premium
0
3
495
3
2024-07-17 15:21:39.209847
Average
No
Weekly
Apartment
1,626
1,198,340
49
Female
11,510
Married
0
High School
Employed
19.263326
Rural
Premium
1
12
748
5
2023-08-25 15:21:39.237118
Average
Yes
Rarely
House
656
1,198,341
43
Female
4,568
Single
2
Master's
Employed
8.177942
Suburban
Comprehensive
null
17
null
6
2023-04-08 15:21:39.237118
Good
No
Weekly
Condo
44
1,198,342
57
Female
4,071
Married
3
High School
null
22.942806
Suburban
Basic
2
19
791
2
2020-10-03 15:21:39.204790
Poor
Yes
Monthly
House
620
1,198,343
57
Male
131,585
Married
2
Master's
Employed
10.092917
Rural
Comprehensive
null
7
387
3
2020-05-24 15:21:39.132191
Average
No
Monthly
Apartment
1,152
1,198,344
64
Male
30,791
Married
4
PhD
Unemployed
33.844395
Suburban
Basic
null
6
448
8
2022-03-08 15:21:39.134960
Good
No
Weekly
Apartment
967
1,198,345
42
Female
43,953
Divorced
3
High School
Self-Employed
12.639544
Rural
Basic
2
18
579
6
2024-05-14 15:21:39.259788
Poor
No
Rarely
Condo
1,509
1,198,346
32
Female
13,424
Married
0
PhD
null
42.278507
Rural
Premium
0
15
695
9
2020-08-20 15:21:39.084065
Poor
No
Rarely
House
1,501
1,198,347
27
Male
19,841
Divorced
4
Master's
Unemployed
9.994301
Suburban
Basic
1
4
799
9
2020-12-20 15:21:39.092127
Good
No
Daily
Condo
3,359
1,198,348
52
Female
52,849
Divorced
4
Bachelor's
Employed
34.722101
Urban
Comprehensive
null
14
413
5
2022-10-14 15:21:39.115178
Average
Yes
Rarely
Condo
1,925
1,198,349
52
Female
11,555
Divorced
null
High School
null
47.879796
Suburban
Comprehensive
null
16
589
5
2021-04-11 15:21:39.081504
Average
No
Rarely
Condo
1,472
1,198,350
28
Female
3,512
Married
2
PhD
null
null
Suburban
Comprehensive
1
2
393
4
2019-12-05 15:21:39.251142
Poor
Yes
Rarely
Condo
639
1,198,351
53
Male
5,820
Divorced
2
High School
null
46.049289
Suburban
Comprehensive
2
9
477
8
2024-07-12 15:21:39.264504
Poor
Yes
Rarely
Apartment
1,181
1,198,352
51
Female
35,682
Single
0
High School
Unemployed
7.038251
Suburban
Comprehensive
2
18
689
8
2020-03-13 15:21:39.155231
Poor
Yes
Rarely
Apartment
1,036
1,198,353
61
Male
39,593
Single
0
PhD
Self-Employed
39.644023
Urban
Premium
null
16
492
3
2020-10-09 15:21:39.215386
null
Yes
Rarely
Apartment
1,199
1,198,354
45
Female
29,097
Single
null
PhD
null
null
Rural
Comprehensive
2
10
651
1
2021-03-21 15:21:39.134960
Average
No
Daily
Apartment
1,203
1,198,355
43
Male
86,690
Married
1
PhD
null
20.064881
Urban
Basic
1
14
338
5
2020-01-21 15:21:39.155231
Poor
Yes
Daily
Apartment
742
1,198,356
41
Female
2,444
Divorced
null
Bachelor's
Employed
17.552081
Urban
Premium
1
0
688
3
2021-03-04 15:21:39.119168
null
Yes
Daily
Condo
890
1,198,357
20
Female
20,495
Married
0
High School
Unemployed
5.564106
Suburban
Premium
0
4
445
1
2020-12-19 15:21:39.155231
Poor
Yes
Rarely
Apartment
1,495
1,198,358
28
Female
38,263
Divorced
null
High School
null
38.735763
Urban
Basic
null
12
680
4
2023-03-23 15:21:39.285112
Average
No
Daily
Apartment
1,325
1,198,359
42
Female
105,568
Divorced
3
Bachelor's
Unemployed
51.163814
Suburban
Basic
1
19
673
7
2024-05-05 15:21:39.172097
Good
Yes
Daily
House
837
1,198,360
28
Female
null
Single
1
Bachelor's
Unemployed
null
Urban
Premium
2
15
725
2
2022-12-17 15:21:39.134960
Poor
Yes
Weekly
Apartment
39
1,198,361
56
Male
44,289
Single
2
PhD
Self-Employed
8.789518
Suburban
Basic
0
6
814
9
2022-10-23 15:21:39.095696
Poor
No
Weekly
Condo
2,175
1,198,362
28
Female
479
Divorced
3
Master's
Employed
28.985566
Rural
Basic
0
0
638
6
2023-12-10 15:21:39.282785
Good
No
Weekly
House
112
1,198,363
28
Male
78,892
Single
4
High School
Self-Employed
21.585618
Rural
Premium
2
17
632
8
2021-07-20 15:21:39.126661
Average
Yes
Weekly
Condo
1,867
1,198,364
33
Male
23,962
Divorced
null
Master's
Employed
34.418768
Urban
Premium
0
2
null
9
2023-12-06 15:21:39.155231
Good
No
Daily
House
860
1,198,365
38
Female
44,204
Married
3
High School
Self-Employed
40.064357
Urban
Premium
null
8
621
2
2023-01-19 15:21:39.094752
Good
No
Monthly
House
1,373
1,198,366
22
Male
96,700
Married
0
High School
Employed
15.382019
Suburban
Basic
null
7
377
6
2020-07-17 15:21:39.280784
Good
No
Monthly
House
39
1,198,367
55
Male
39,327
Married
0
PhD
Unemployed
17.849307
Urban
Basic
0
5
null
7
2023-05-17 15:21:39.090124
Average
No
Monthly
Condo
956
1,198,368
29
Female
24,000
Divorced
3
PhD
Employed
19.48798
Urban
Comprehensive
null
11
518
6
2020-07-03 15:21:39.134960
Average
No
Daily
House
1,592
1,198,369
27
Male
14,982
Married
4
Master's
Employed
49.655527
Suburban
Comprehensive
1
3
772
5
2024-07-11 15:21:39.134960
Poor
Yes
Daily
Condo
1,849
1,198,370
37
Male
118,418
Married
3
Bachelor's
null
20.362694
Suburban
Premium
0
3
426
1
2023-06-18 15:21:39.155231
Average
Yes
Weekly
House
421
1,198,371
64
Female
57,156
Married
2
PhD
null
19.121876
Rural
Premium
null
10
614
3
2023-04-23 15:21:39.101733
Good
Yes
Weekly
Condo
115
1,198,372
59
Female
43,620
Married
4
Bachelor's
Self-Employed
18.041166
Suburban
Premium
null
10
845
8
2021-11-29 15:21:39.152732
Poor
No
Monthly
House
274
1,198,373
22
Male
1,003
Single
1
Master's
Employed
25.549867
Rural
Premium
0
1
802
5
2021-01-31 15:21:39.124659
null
No
Weekly
House
1,487
1,198,374
26
Female
84,881
Married
1
Bachelor's
Unemployed
26.167542
Suburban
Basic
1
18
668
6
2023-10-04 15:21:39.134960
Good
Yes
Weekly
Apartment
320
1,198,375
38
Female
44,938
Married
0
Bachelor's
null
null
Rural
Basic
2
2
576
3
2021-12-05 15:21:39.274993
Poor
Yes
Monthly
Condo
807
1,198,376
60
Female
46,766
Divorced
null
Master's
null
8.542258
Suburban
Comprehensive
null
13
406
8
2022-12-21 15:21:39.084065
Good
Yes
Rarely
Condo
1,436
1,198,377
32
Male
1,369
Single
1
PhD
Self-Employed
42.236315
Suburban
Premium
null
15
null
8
2019-11-30 15:21:39.150730
Poor
No
Rarely
House
1,324
1,198,378
46
Female
null
Single
null
High School
null
20.611612
Rural
Comprehensive
null
13
null
7
2021-11-04 15:21:39.233998
Poor
Yes
Rarely
Apartment
202
1,198,379
62
Female
5,527
Divorced
3
PhD
null
null
Rural
Basic
2
4
313
1
2022-07-16 15:21:39.201446
Good
No
Weekly
Condo
962
1,198,380
20
Female
52,832
Married
4
Bachelor's
null
51.933606
Rural
Basic
0
15
613
9
2023-02-06 15:21:39.205850
Good
No
Monthly
House
536
1,198,381
54
Male
289
Married
3
High School
null
8.18149
Rural
Premium
1
14
475
6
2022-05-11 15:21:39.134960
Average
No
Rarely
Apartment
1,678
1,198,382
61
Female
9,259
null
3
Master's
null
45.460869
Urban
Basic
3
5
636
8
2020-07-25 15:21:39.107553
Poor
Yes
Weekly
Apartment
300
1,198,383
39
Male
35,321
Married
1
PhD
null
50.360108
Urban
Premium
1
7
662
5
2024-06-05 15:21:39.187211
Average
No
Rarely
Condo
1,414
1,198,384
33
Male
null
Married
2
Bachelor's
Unemployed
33.696627
Rural
Comprehensive
0
4
null
1
2021-01-30 15:21:39.172097
Poor
Yes
Rarely
House
197
1,198,385
null
Male
25,573
Divorced
4
PhD
null
40.822999
Rural
Comprehensive
null
5
668
3
2021-08-25 15:21:39.264504
Average
Yes
Weekly
Apartment
943
1,198,386
45
Male
19,749
Married
null
High School
Unemployed
24.484478
Suburban
Premium
3
4
null
4
2021-04-30 15:21:39.188220
Poor
Yes
Rarely
House
197
1,198,387
59
Female
817
Married
2
Master's
Self-Employed
15.873191
Urban
Premium
null
1
478
7
2021-09-10 15:21:39.134960
Poor
Yes
Monthly
Apartment
799
1,198,388
60
Female
38,662
Divorced
3
PhD
null
null
Urban
Premium
1
8
566
8
2022-03-29 15:21:39.278402
Poor
Yes
Monthly
Condo
981
1,198,389
49
Male
37,125
Divorced
0
High School
null
39.828195
Urban
Premium
0
1
464
9
2021-03-12 15:21:39.096739
Good
No
Monthly
Apartment
1,356
1,198,390
35
Female
11,138
Single
0
Bachelor's
null
null
Suburban
Premium
null
3
null
6
2021-01-24 15:21:39.207847
Good
No
Monthly
Condo
803
1,198,391
25
Female
3,189
null
0
High School
Self-Employed
22.849895
Rural
Comprehensive
null
11
null
4
2022-08-11 15:21:39.095696
Poor
Yes
Weekly
House
2,095
1,198,392
59
Female
12,901
Single
4
PhD
null
22.56872
Rural
Basic
null
16
403
8
2023-06-06 15:21:39.093681
Poor
Yes
Daily
Apartment
1,655
1,198,393
64
Female
84,482
Married
0
PhD
Employed
35.185049
Suburban
Basic
null
16
420
5
2019-10-31 15:21:39.250151
null
No
Daily
House
1,611
1,198,394
39
Male
149,925
Single
null
Master's
null
22.924857
Suburban
Premium
1
11
480
3
2020-01-18 15:21:39.148733
Good
Yes
Weekly
Condo
2,549
1,198,395
58
Male
2,954
Married
null
PhD
Self-Employed
22.908203
Suburban
Basic
1
6
836
2
2020-03-22 15:21:39.172097
Good
Yes
Rarely
House
3,839
1,198,396
18
Female
84,893
Single
3
Bachelor's
Self-Employed
51.231856
Suburban
Premium
null
6
342
4
2023-02-07 15:21:39.283783
Poor
Yes
Weekly
Apartment
1,138
1,198,397
53
Male
18,641
Single
4
High School
null
33.906645
Urban
Comprehensive
1
16
573
8
2021-05-18 15:21:39.256696
Average
Yes
Daily
Condo
742
1,198,398
57
Female
44,302
Married
2
High School
Self-Employed
37.275881
Suburban
Premium
0
19
553
3
2021-05-21 15:21:39.130190
Average
Yes
Daily
Condo
2,219
1,198,399
47
Female
56,716
Married
null
PhD
Employed
32.985528
Rural
Comprehensive
0
12
351
1
2021-10-22 15:21:39.265513
Average
Yes
Weekly
Apartment
3,153