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
12,300
30
Male
null
Married
0
PhD
null
18.072501
Suburban
Comprehensive
1
4
565
8
2022-03-19 15:21:39.173834
Good
No
Rarely
Condo
71
12,301
63
Male
5,160
Married
3
High School
Unemployed
26.153544
Rural
Premium
null
19
755
8
2023-11-05 15:21:39.246098
Average
Yes
Monthly
Condo
755
12,302
27
Female
5,817
Married
1
High School
Self-Employed
16.052812
Suburban
Premium
2
2
null
4
2024-01-12 15:21:39.165120
Poor
Yes
Monthly
Condo
801
12,303
19
Female
7,412
Single
0
High School
Employed
6.961514
Rural
Premium
0
13
623
1
2023-10-04 15:21:39.244069
Poor
No
Monthly
House
1,908
12,304
39
Male
6,405
Single
4
PhD
Unemployed
19.960767
Rural
Premium
1
11
439
4
2020-04-04 15:21:39.091080
Average
No
Rarely
Apartment
849
12,305
28
Male
7,110
Single
1
PhD
Self-Employed
48.889973
Suburban
Premium
0
0
731
8
2020-09-21 15:21:39.175719
null
No
Weekly
House
2,257
12,306
34
Male
22,866
Single
3
Bachelor's
Self-Employed
45.737758
Suburban
Premium
0
2
333
4
2021-11-27 15:21:39.152732
Good
No
Daily
Apartment
489
12,307
53
Female
4,177
Divorced
0
PhD
Employed
17.665551
Urban
Premium
null
11
570
1
2024-06-06 15:21:39.279729
Good
No
Rarely
Condo
353
12,308
28
Female
45,184
Divorced
4
Bachelor's
Employed
34.381038
Rural
Premium
2
14
553
2
2023-06-06 15:21:39.126661
Average
Yes
Weekly
Condo
1,928
12,309
43
Male
45,640
Single
3
Bachelor's
null
null
Suburban
Comprehensive
3
12
578
5
2020-01-06 15:21:39.088124
Good
No
Rarely
Condo
1,182
12,310
62
Female
72,891
Divorced
3
Bachelor's
Self-Employed
40.616535
Urban
Premium
0
12
438
5
2020-09-19 15:21:39.094752
Good
No
Monthly
House
491
12,311
26
Female
36,313
Single
2
Bachelor's
Self-Employed
null
Urban
Basic
null
3
834
5
2020-03-22 15:21:39.232526
Good
Yes
Daily
House
703
12,312
19
Female
9,056
Married
0
Master's
Self-Employed
13.656319
Rural
Comprehensive
null
6
621
4
2021-07-21 15:21:39.237118
Poor
Yes
Daily
Apartment
549
12,313
46
Female
97,815
null
0
PhD
Unemployed
48.664483
Urban
Premium
null
0
743
7
2023-08-18 15:21:39.134960
Average
Yes
Rarely
House
1,879
12,314
50
Female
23,755
Divorced
0
Bachelor's
null
10.143213
Urban
Premium
1
3
829
5
2020-12-18 15:21:39.155231
Average
Yes
Daily
Condo
26
12,315
38
Female
117,898
Divorced
0
Master's
null
19.273637
Suburban
Basic
0
7
703
3
2023-10-04 15:21:39.134960
Good
No
Monthly
Condo
136
12,316
58
Male
61,677
Single
1
Bachelor's
Employed
21.616824
Suburban
Basic
null
19
338
8
2023-05-31 15:21:39.082499
Average
No
Weekly
Apartment
1,592
12,317
60
Male
8,877
Divorced
2
Master's
Unemployed
35.472434
Suburban
Comprehensive
2
18
447
6
2021-08-11 15:21:39.285112
Good
Yes
Monthly
Apartment
834
12,318
53
Male
766
Divorced
0
PhD
Employed
25.912668
Rural
Comprehensive
0
17
502
4
2021-05-07 15:21:39.134960
null
No
Daily
Apartment
1,079
12,319
31
Male
81,662
Married
3
Master's
Unemployed
24.056698
Urban
Basic
2
9
350
4
2023-06-06 15:21:39.179186
Good
Yes
Weekly
Condo
2,373
12,320
33
Female
26,953
Married
4
Master's
Self-Employed
8.878475
Suburban
Basic
0
14
582
4
2020-07-18 15:21:39.087123
Good
No
Daily
Apartment
38
12,321
20
Male
38
Single
4
High School
Employed
31.788905
Rural
Comprehensive
null
1
607
9
2022-01-30 15:21:39.204790
Poor
No
Rarely
Apartment
1,475
12,322
47
Female
44,167
Married
1
High School
Self-Employed
33.657679
Suburban
Basic
null
0
383
9
2023-08-11 15:21:39.170099
Good
No
Monthly
Condo
1,653
12,323
21
Female
149,993
Single
3
PhD
Unemployed
9.981568
Rural
Premium
null
0
642
7
2020-03-09 15:21:39.106582
Average
No
Rarely
Condo
362
12,324
32
Female
23,296
Single
0
High School
Self-Employed
33.064176
Suburban
Premium
0
4
740
9
2023-01-07 15:21:39.155231
Poor
Yes
Weekly
House
1,401
12,325
23
Female
5,513
Single
3
Bachelor's
Unemployed
26.767859
Suburban
Basic
null
0
554
7
2024-08-05 15:21:39.126661
Good
No
Monthly
Apartment
1,124
12,326
33
Male
25,480
Single
4
Master's
null
34.457043
Rural
Premium
1
11
551
8
2022-11-06 15:21:39.134960
Good
No
Rarely
Apartment
1,482
12,327
21
Male
39,746
Divorced
4
Bachelor's
Employed
11.443096
Suburban
Basic
3
6
343
1
2023-11-21 15:21:39.081504
Good
Yes
Monthly
Apartment
1,418
12,328
44
Female
null
Divorced
1
PhD
Unemployed
null
Suburban
Premium
1
1
773
3
2023-06-28 15:21:39.237118
Good
No
Weekly
Condo
101
12,329
50
Female
17,799
Married
3
Master's
Unemployed
36.44786
Rural
Basic
0
3
819
8
2024-07-12 15:21:39.251142
Poor
Yes
Rarely
Apartment
81
12,330
44
Male
14,085
Single
1
PhD
Employed
14.09215
Suburban
Basic
null
2
833
8
2020-07-02 15:21:39.100695
Average
No
Daily
Apartment
522
12,331
52
Female
15,458
Divorced
4
Bachelor's
null
null
Rural
Basic
1
1
709
2
2024-07-27 15:21:39.259788
Good
No
Daily
Condo
828
12,332
63
Male
57,986
Married
0
High School
Self-Employed
42.26356
Rural
Premium
2
14
414
1
2021-10-22 15:21:39.155231
Average
No
Weekly
Condo
3,073
12,333
45
Male
81,213
Divorced
2
PhD
Self-Employed
49.386043
Rural
Premium
1
12
454
2
2021-06-27 15:21:39.213373
Good
No
Rarely
Apartment
35
12,334
45
Male
41,225
Divorced
0
Master's
Unemployed
24.966553
Rural
Comprehensive
1
17
305
3
2024-03-03 15:21:39.203442
Average
No
Weekly
Apartment
1,242
12,335
21
Male
23,584
Single
1
PhD
Employed
49.03895
Rural
Premium
1
4
588
8
2022-02-24 15:21:39.112553
Poor
No
Monthly
Condo
1,236
12,336
24
Male
63,564
Single
3
Master's
Self-Employed
21.037605
Rural
Basic
1
8
745
3
2021-01-24 15:21:39.169102
Average
No
Daily
Apartment
307
12,337
56
Male
75
Divorced
1
Master's
null
8.569296
Urban
Premium
0
12
699
8
2023-05-21 15:21:39.198406
Poor
No
Daily
Condo
1,482
12,338
46
Female
63,362
Married
4
High School
Self-Employed
35.715992
Suburban
Comprehensive
1
11
721
2
2020-02-06 15:21:39.263432
null
Yes
Rarely
Condo
49
12,339
40
Female
29,082
Single
4
Bachelor's
null
null
Suburban
Basic
0
19
326
7
2020-05-31 15:21:39.189223
Good
Yes
Rarely
House
1,229
12,340
29
Female
29,350
Single
3
High School
Unemployed
25.015832
Urban
Comprehensive
null
12
697
4
2020-11-04 15:21:39.185215
Average
No
Weekly
Apartment
2,864
12,341
42
Male
103,025
Single
1
PhD
Employed
30.980576
Suburban
Comprehensive
null
7
382
8
2022-04-02 15:21:39.272456
Average
Yes
Weekly
House
1,020
12,342
35
Female
90,750
Divorced
3
PhD
Unemployed
35.067278
Suburban
Comprehensive
null
8
324
6
2023-11-18 15:21:39.155231
Average
No
Rarely
Condo
1,498
12,343
null
Female
30,693
Divorced
2
Master's
Unemployed
31.354576
Urban
Comprehensive
0
11
562
7
2021-09-09 15:21:39.106582
Good
Yes
Daily
Condo
956
12,344
61
Male
1,094
Married
4
High School
Employed
45.469702
Urban
Basic
0
12
427
7
2020-09-04 15:21:39.170099
Poor
Yes
Daily
Apartment
1,238
12,345
43
Female
4,816
Divorced
0
Master's
null
14.41982
Urban
Comprehensive
null
11
436
6
2022-05-24 15:21:39.252145
Good
Yes
Daily
Condo
30
12,346
58
Male
25,996
Single
4
PhD
Unemployed
17.878751
Rural
Basic
null
13
598
8
2020-05-30 15:21:39.204790
Average
No
Monthly
Apartment
394
12,347
38
Female
48,661
Divorced
2
Bachelor's
Unemployed
42.996779
Rural
Premium
2
13
753
9
2019-12-02 15:21:39.259788
Poor
No
Weekly
Condo
2,145
12,348
59
Female
38,184
Single
null
Bachelor's
Self-Employed
16.583632
Suburban
Comprehensive
0
15
null
9
2021-03-09 15:21:39.155231
Average
No
Daily
House
1,179
12,349
26
Male
16,096
null
0
Bachelor's
Employed
11.01087
Suburban
Basic
null
14
646
8
2023-10-28 15:21:39.182597
Poor
No
Monthly
House
782
12,350
50
Male
6,097
Married
2
Master's
null
11.407969
Suburban
Premium
0
15
442
5
2021-01-19 15:21:39.144722
Average
No
Daily
Apartment
1,647
12,351
61
Male
76,435
Married
1
PhD
Employed
11.289
Suburban
Premium
3
15
382
7
2022-06-13 15:21:39.134960
Good
No
Monthly
Apartment
1,219
12,352
52
Female
9,463
Single
1
High School
Employed
46.45608
Urban
Comprehensive
2
2
null
9
2023-07-10 15:21:39.185215
Poor
No
Daily
Apartment
861
12,353
58
Female
3,010
Single
3
PhD
null
null
Suburban
Basic
0
15
757
1
2020-08-14 15:21:39.134960
Average
Yes
Monthly
Condo
654
12,354
49
Female
243
Divorced
1
PhD
null
18.403085
Suburban
Basic
1
6
364
7
2020-08-12 15:21:39.134960
Good
Yes
Daily
House
452
12,355
31
Male
43,493
Single
0
High School
null
29.739141
Urban
Comprehensive
0
4
811
8
2019-09-03 15:21:39.121169
Poor
No
Weekly
House
1,871
12,356
61
Female
46,494
Single
0
High School
Self-Employed
null
Suburban
Premium
2
8
678
1
2024-04-23 15:21:39.134960
Good
No
Weekly
House
928
12,357
54
Female
46,232
Single
0
High School
null
14.598925
Urban
Premium
0
13
788
3
2021-10-08 15:21:39.246098
Good
No
Daily
House
779
12,358
62
Female
44,156
Divorced
1
Bachelor's
Self-Employed
null
Urban
Basic
null
17
368
3
2022-10-02 15:21:39.225916
Good
No
Rarely
Condo
762
12,359
58
Male
4,266
Married
0
PhD
Unemployed
23.506982
Rural
Basic
2
9
647
9
2022-08-22 15:21:39.192212
Poor
No
Daily
House
2,339
12,360
55
Male
13,731
Divorced
3
Master's
Unemployed
18.955385
Rural
Basic
null
13
null
6
2021-05-25 15:21:39.237118
Good
Yes
Rarely
House
762
12,361
53
Male
18,340
Divorced
4
PhD
Self-Employed
47.33443
Suburban
Basic
0
15
670
9
2021-02-05 15:21:39.163910
Good
No
Daily
Condo
248
12,362
51
Female
108,578
Single
3
Bachelor's
Unemployed
21.950941
Urban
Basic
1
10
344
5
2023-12-01 15:21:39.134960
Good
No
Daily
Apartment
1,481
12,363
22
Female
2,096
Married
0
High School
Employed
11.08835
Urban
Basic
0
3
463
1
2019-10-14 15:21:39.223901
Good
No
Rarely
Condo
4,029
12,364
58
Female
75,934
Married
3
Master's
Unemployed
18.955477
Rural
Comprehensive
2
6
761
6
2020-04-13 15:21:39.219432
Poor
No
Monthly
House
309
12,365
20
Male
49,428
Divorced
0
High School
Self-Employed
16.3565
Suburban
Premium
3
2
769
6
2023-10-10 15:21:39.171102
Good
Yes
Daily
House
221
12,366
40
Female
20,064
Single
0
Bachelor's
Unemployed
37.158882
Rural
Comprehensive
null
10
791
2
2021-08-03 15:21:39.104139
Poor
Yes
Rarely
Apartment
569
12,367
28
Female
7,673
Divorced
null
High School
Employed
47.932253
Suburban
Basic
null
10
738
4
2022-08-23 15:21:39.134960
Average
Yes
Monthly
Apartment
216
12,368
28
Female
62,298
Married
0
Master's
null
40.569465
Rural
Premium
1
18
456
2
2024-03-11 15:21:39.134960
Poor
No
Monthly
House
2,726
12,369
41
Male
3,929
Married
1
Master's
Employed
15.539094
Rural
Comprehensive
2
18
null
9
2021-02-05 15:21:39.180553
Good
No
Rarely
Condo
1,111
12,370
21
Female
19,826
Divorced
null
Master's
Unemployed
46.185417
Suburban
Premium
2
15
560
4
2020-11-14 15:21:39.218388
Good
Yes
Daily
Apartment
2,846
12,371
56
Female
25,196
Married
0
High School
Self-Employed
30.979166
Urban
Comprehensive
0
2
841
6
2022-10-16 15:21:39.237118
Average
No
Daily
Apartment
4,694
12,372
59
Male
472
Married
1
Bachelor's
null
27.351258
Suburban
Comprehensive
null
12
305
3
2023-09-12 15:21:39.091080
Poor
Yes
Daily
House
3,244
12,373
20
Female
17,607
Married
null
Master's
null
33.573988
Rural
Comprehensive
0
6
826
5
2024-02-02 15:21:39.134960
Average
No
Daily
House
2,023
12,374
36
Female
4,088
Single
0
Bachelor's
null
28.737419
Suburban
Premium
1
4
536
4
2024-05-23 15:21:39.182597
Good
No
Rarely
Apartment
431
12,375
41
Male
82,438
Single
3
High School
null
9.845458
Urban
Basic
null
17
487
9
2023-06-27 15:21:39.105192
Average
No
Weekly
House
3,034
12,376
36
Male
15,696
Divorced
null
PhD
Self-Employed
18.466926
Rural
Basic
0
16
679
7
2022-03-09 15:21:39.182597
Average
No
Rarely
House
649
12,377
19
Male
46,315
Single
1
PhD
Unemployed
22.958216
Urban
Basic
1
4
779
6
2022-11-13 15:21:39.155231
Good
No
Monthly
Condo
536
12,378
33
Female
15,556
Divorced
3
Bachelor's
Unemployed
14.013123
Urban
Comprehensive
null
2
null
7
2024-06-29 15:21:39.290098
Good
Yes
Rarely
Condo
1,123
12,379
30
Male
83,613
Married
3
PhD
Employed
49.410931
Rural
Comprehensive
null
16
434
6
2024-06-13 15:21:39.180553
Good
No
Monthly
House
1,838
12,380
32
Male
41,686
Married
2
High School
Employed
31.231099
Rural
Comprehensive
1
17
426
7
2024-03-19 15:21:39.175719
null
Yes
Rarely
Condo
916
12,381
34
Male
2,954
Married
4
Bachelor's
Self-Employed
22.9343
Suburban
Premium
2
9
759
4
2019-10-06 15:21:39.091080
Poor
No
Rarely
House
567
12,382
49
Male
14,991
Single
4
PhD
Employed
21.067258
Rural
Basic
0
6
513
4
2022-04-14 15:21:39.206847
Average
No
Weekly
Apartment
1,259
12,383
40
Male
68,576
Single
2
PhD
null
16.552295
Rural
Premium
null
0
354
3
2021-05-19 15:21:39.187211
Good
No
Daily
Apartment
1,292
12,384
56
Male
12,918
Married
null
Bachelor's
null
41.082714
Suburban
Comprehensive
1
13
327
9
2020-10-15 15:21:39.216387
Average
Yes
Monthly
House
455
12,385
41
Male
9,094
Divorced
3
Bachelor's
Unemployed
14.832807
Urban
Basic
1
7
746
7
2020-09-02 15:21:39.276901
Poor
Yes
Monthly
Condo
2,073
12,386
49
Male
9,062
Single
2
PhD
Employed
35.81627
Urban
Basic
null
15
552
8
2022-12-08 15:21:39.096739
Poor
Yes
Monthly
Condo
846
12,387
22
Male
11,600
Single
1
Master's
Unemployed
14.513909
Rural
Premium
1
12
729
6
2023-11-21 15:21:39.265513
Poor
Yes
Rarely
Condo
187
12,388
63
Female
3,611
Single
3
Bachelor's
null
6.607611
Suburban
Comprehensive
1
11
null
1
2019-11-17 15:21:39.225916
Poor
No
Rarely
Apartment
3,563
12,389
21
Male
197
Single
1
Master's
null
10.064741
Suburban
Premium
0
15
333
7
2022-11-29 15:21:39.237118
Average
No
Monthly
Apartment
2,153
12,390
30
Male
75,787
Single
null
Master's
Employed
31.912272
Suburban
Premium
0
4
719
6
2023-02-10 15:21:39.274993
Good
No
Rarely
Apartment
130
12,391
57
Female
5,540
Married
0
Bachelor's
Employed
11.922101
Suburban
Basic
0
5
467
8
2022-03-10 15:21:39.146733
Poor
No
Daily
Condo
1,092
12,392
45
Male
7,526
Married
null
High School
Employed
41.746158
Suburban
Comprehensive
null
5
579
9
2019-11-26 15:21:39.211806
null
Yes
Rarely
Apartment
2,712
12,393
47
Female
25,357
Single
2
Bachelor's
Self-Employed
18.51904
Urban
Basic
1
16
665
9
2021-01-13 15:21:39.204790
Average
No
Monthly
Condo
622
12,394
57
Male
19,704
Married
null
Master's
null
15.699832
Rural
Premium
null
19
841
2
2021-08-11 15:21:39.104139
Good
No
Weekly
Apartment
1,297
12,395
64
Male
16,072
Single
4
Bachelor's
Unemployed
33.096013
Rural
Comprehensive
2
18
595
9
2019-11-11 15:21:39.201446
Good
No
Monthly
House
881
12,396
46
Female
27,468
Divorced
null
Master's
null
28.932806
Urban
Comprehensive
0
7
561
8
2020-08-06 15:21:39.176717
Good
No
Weekly
Condo
540
12,397
27
Female
12,963
Single
4
Master's
Employed
29.44288
Urban
Basic
2
18
null
3
2024-04-02 15:21:39.237118
Poor
Yes
Rarely
Apartment
29
12,398
62
Male
11,863
Divorced
4
High School
Self-Employed
13.354945
Urban
Comprehensive
null
12
657
2
2022-01-06 15:21:39.259788
Poor
Yes
Monthly
House
45
12,399
52
Female
105,908
Single
4
Bachelor's
Unemployed
13.267786
Urban
Premium
1
15
541
2
2022-02-15 15:21:39.134960
Average
No
Rarely
Apartment
84