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
7,300
45
Male
20,984
Married
0
Bachelor's
Employed
39.271801
Urban
Premium
null
14
645
8
2020-01-06 15:21:39.134960
Average
Yes
Monthly
Condo
1,203
7,301
31
Female
18,048
Divorced
0
High School
Unemployed
21.616439
Rural
Comprehensive
null
11
365
7
2023-07-03 15:21:39.183598
Good
Yes
Daily
Apartment
2,144
7,302
62
Female
36,214
null
1
High School
Unemployed
14.153869
Rural
Premium
0
9
331
9
2023-02-15 15:21:39.226954
null
Yes
Daily
House
459
7,303
31
Male
23,965
Divorced
2
High School
Unemployed
34.710961
Suburban
Premium
0
4
510
6
2022-03-25 15:21:39.237118
Good
No
Weekly
Apartment
112
7,304
19
Female
4,828
Single
null
Master's
null
8.390523
Rural
Comprehensive
null
19
328
4
2020-12-09 15:21:39.131192
Average
No
Daily
House
828
7,305
20
Male
74,488
Single
0
Bachelor's
null
12.956973
Urban
Comprehensive
null
11
488
2
2020-01-30 15:21:39.249100
Good
No
Daily
Apartment
161
7,306
51
Male
641
Married
4
PhD
Employed
33.013684
Urban
Premium
null
8
785
7
2023-09-02 15:21:39.132191
Good
Yes
Daily
House
119
7,307
61
Female
4,020
Single
null
Bachelor's
Employed
37.683649
Suburban
Premium
2
2
669
8
2022-06-24 15:21:39.122134
Poor
No
Rarely
House
1,778
7,308
19
Female
7,096
Divorced
2
PhD
Unemployed
null
Rural
Premium
null
2
639
8
2022-04-27 15:21:39.134960
Average
Yes
Daily
Condo
1,651
7,309
25
Male
15,696
Single
null
Bachelor's
Employed
16.396632
Urban
Basic
0
16
780
9
2021-12-08 15:21:39.254678
Good
No
Daily
House
514
7,310
37
Male
9,902
Single
3
High School
Self-Employed
26.547391
Urban
Basic
0
10
482
5
2021-02-20 15:21:39.228521
Poor
No
Rarely
Apartment
147
7,311
31
Female
39,097
Single
4
Master's
Unemployed
24.97736
Urban
Premium
1
17
332
8
2022-03-02 15:21:39.209847
Poor
No
Daily
House
3,274
7,312
49
Female
47,813
Divorced
3
Bachelor's
null
25.898143
Urban
Comprehensive
1
1
743
4
2022-10-23 15:21:39.134960
Average
No
Monthly
Apartment
381
7,313
52
Female
null
Married
3
Bachelor's
null
8.908571
Rural
Premium
0
2
417
9
2023-05-11 15:21:39.155231
Good
Yes
Weekly
Condo
461
7,314
64
Male
3,971
Single
2
High School
Self-Employed
18.982475
Rural
Basic
0
3
649
5
2023-12-21 15:21:39.205850
Good
No
Daily
Apartment
2,320
7,315
60
Male
2,490
Married
4
Bachelor's
null
28.686775
Rural
Premium
1
12
823
4
2024-02-12 15:21:39.274993
Average
No
Rarely
Condo
3,138
7,316
21
Female
5,114
Divorced
1
High School
Self-Employed
8.912058
Urban
Comprehensive
0
4
716
7
2020-11-27 15:21:39.215386
Average
No
Daily
Apartment
1,036
7,317
41
Female
37,269
Divorced
3
Bachelor's
Self-Employed
null
Suburban
Comprehensive
null
16
703
8
2023-05-09 15:21:39.224915
Average
No
Monthly
Condo
1,117
7,318
19
Female
1,320
Married
3
High School
Self-Employed
8.006495
Suburban
Basic
2
4
795
1
2021-04-11 15:21:39.237118
Poor
No
Weekly
Condo
1,727
7,319
56
Female
5,910
Divorced
0
PhD
null
20.967831
Urban
Basic
null
12
826
8
2021-01-02 15:21:39.134960
Good
No
Weekly
Apartment
1,290
7,320
36
Male
4,601
Divorced
0
Bachelor's
null
15.845396
Urban
Comprehensive
4
16
773
7
2020-03-09 15:21:39.199447
Good
No
Daily
House
933
7,321
41
Male
5,836
Divorced
3
High School
Self-Employed
30.251813
Rural
Basic
null
12
578
3
2022-08-18 15:21:39.186212
Average
Yes
Rarely
Apartment
649
7,322
40
Female
23,168
Divorced
1
PhD
Employed
25.576946
Rural
Basic
null
2
null
3
2022-07-19 15:21:39.231531
Good
Yes
Rarely
Condo
930
7,323
64
Female
1,439
Single
0
High School
Unemployed
22.794737
Suburban
Comprehensive
2
19
null
5
2022-06-05 15:21:39.186212
Good
No
Rarely
Condo
1,404
7,324
46
Female
38,383
Married
1
PhD
Employed
14.131972
Suburban
Basic
0
9
801
7
2020-02-15 15:21:39.180553
Average
Yes
Daily
House
861
7,325
61
Male
68,847
Single
null
High School
Unemployed
11.518656
Urban
Basic
0
14
438
4
2020-11-28 15:21:39.256696
Poor
No
Rarely
Apartment
2,567
7,326
30
Male
51,641
Divorced
null
PhD
Unemployed
32.838399
Rural
Comprehensive
null
12
616
3
2023-01-21 15:21:39.278402
Good
No
Rarely
Condo
42
7,327
null
Female
37,606
Married
null
High School
Employed
8.188422
Urban
Comprehensive
null
14
473
9
2024-02-16 15:21:39.283783
Good
Yes
Rarely
Condo
563
7,328
19
Male
12,081
Single
2
PhD
null
12.590921
Suburban
Premium
2
2
578
8
2019-12-16 15:21:39.152732
Good
No
Weekly
Apartment
211
7,329
62
Male
3,364
Single
4
High School
null
39.946324
Rural
Premium
3
3
477
7
2021-10-27 15:21:39.155231
Good
Yes
Weekly
Apartment
2,047
7,330
40
Female
61,666
Married
4
Master's
Unemployed
12.136412
Suburban
Basic
1
8
431
9
2023-02-01 15:21:39.237118
Average
Yes
Weekly
House
28
7,331
19
Female
909
Divorced
1
Master's
Unemployed
17.879605
Urban
Premium
1
4
462
4
2023-10-24 15:21:39.177724
Poor
Yes
Rarely
Condo
2,295
7,332
64
Male
4,838
Single
4
Master's
Self-Employed
34.958227
Suburban
Basic
3
1
387
9
2024-06-12 15:21:39.204790
Poor
No
Monthly
Condo
746
7,333
53
Male
19,413
Single
2
High School
Self-Employed
17.869689
Rural
Basic
2
11
566
8
2024-04-15 15:21:39.134960
Poor
Yes
Daily
Apartment
23
7,334
41
Male
44,777
Single
3
High School
Unemployed
36.596959
Rural
Premium
1
11
817
7
2024-01-24 15:21:39.237118
Average
No
Daily
House
493
7,335
30
Male
96,575
Married
1
Master's
Self-Employed
37.157841
Rural
Basic
2
9
595
1
2023-11-09 15:21:39.192212
Poor
No
Daily
Apartment
1,839
7,336
51
Male
79,531
Single
4
PhD
Self-Employed
17.726306
Urban
Premium
null
0
787
9
2022-06-24 15:21:39.092127
Poor
No
Monthly
House
392
7,337
47
Female
18,340
Divorced
1
PhD
Unemployed
30.385004
Suburban
Premium
0
10
842
7
2021-02-20 15:21:39.192212
Good
No
Rarely
House
1,325
7,338
59
Male
878
Divorced
3
Master's
Employed
18.353384
Suburban
Comprehensive
2
1
360
8
2019-12-25 15:21:39.123711
Average
No
Weekly
House
1,313
7,339
47
Female
1,178
Divorced
1
PhD
Employed
43.698048
Suburban
Comprehensive
0
8
787
2
2019-08-24 15:21:39.223390
Good
Yes
Weekly
Condo
674
7,340
59
Male
18,078
Single
1
PhD
Self-Employed
37.082415
Rural
Basic
0
19
734
3
2022-03-20 15:21:39.113566
Average
No
Monthly
House
909
7,341
36
Male
21,114
Divorced
3
High School
Self-Employed
40.090315
Suburban
Comprehensive
null
14
582
8
2021-10-06 15:21:39.092127
Poor
Yes
Monthly
Apartment
648
7,342
19
Female
26,395
Married
4
Bachelor's
Self-Employed
30.690967
Rural
Comprehensive
1
1
731
7
2022-07-17 15:21:39.253660
Poor
Yes
Monthly
Condo
857
7,343
29
Female
28,883
Divorced
1
High School
Self-Employed
10.65691
Rural
Basic
1
6
727
1
2020-03-28 15:21:39.248098
Good
No
Daily
Condo
1,063
7,344
42
Female
9,086
Married
3
High School
Self-Employed
null
Suburban
Premium
null
12
743
9
2020-02-02 15:21:39.155231
Average
No
Weekly
Condo
669
7,345
null
Male
5,574
Single
1
PhD
Unemployed
22.596945
Rural
Basic
1
17
630
9
2021-04-30 15:21:39.237118
Good
No
Monthly
Condo
216
7,346
20
Female
2,628
Divorced
2
High School
Employed
20.896833
Urban
Basic
0
10
433
6
2020-01-02 15:21:39.257696
Average
Yes
Rarely
House
2,120
7,347
42
Female
103,319
Married
1
High School
Unemployed
12.011463
Suburban
Comprehensive
1
5
567
4
2021-05-15 15:21:39.123711
Poor
Yes
Monthly
Apartment
157
7,348
32
Male
41,450
Single
4
Master's
Unemployed
30.81884
Suburban
Basic
2
11
null
8
2021-05-19 15:21:39.106582
Good
Yes
Weekly
Apartment
904
7,349
43
Male
6,863
Divorced
3
Bachelor's
null
20.885012
Urban
Premium
1
16
649
5
2023-03-26 15:21:39.155231
Average
Yes
Rarely
Apartment
1,643
7,350
31
Male
24
Divorced
0
High School
Employed
null
Suburban
Basic
1
6
692
7
2022-01-18 15:21:39.237118
Poor
Yes
Daily
House
739
7,351
56
Female
37,156
Married
3
Bachelor's
Employed
19.636585
Suburban
Comprehensive
null
3
477
3
2019-10-10 15:21:39.087123
Poor
Yes
Daily
House
2,069
7,352
44
Female
5,510
Married
1
High School
null
49.1819
Urban
Basic
1
0
641
3
2023-03-21 15:21:39.146733
Poor
No
Daily
Condo
1,772
7,353
62
Female
4,051
Divorced
0
Bachelor's
Unemployed
14.89815
Suburban
Basic
0
14
553
9
2021-05-29 15:21:39.134960
null
No
Monthly
House
2,136
7,354
31
Female
14,081
Divorced
0
Master's
Self-Employed
11.171854
Rural
Premium
null
12
790
5
2022-07-11 15:21:39.085129
Good
Yes
Rarely
House
562
7,355
51
Male
86,848
Single
1
High School
Self-Employed
17.840469
Suburban
Basic
0
8
329
8
2023-05-24 15:21:39.222387
Good
No
Weekly
Apartment
1,430
7,356
38
Female
56,739
Single
3
PhD
Unemployed
17.645924
Suburban
Premium
0
18
464
6
2023-04-04 15:21:39.155231
Good
Yes
Weekly
Condo
2,097
7,357
34
Female
18,078
Married
3
High School
Unemployed
20.064326
Suburban
Premium
null
13
587
8
2022-12-31 15:21:39.155231
Average
No
Weekly
Condo
917
7,358
64
Male
24,886
Single
4
PhD
null
31.567852
Urban
Basic
0
3
623
4
2022-12-04 15:21:39.152732
Average
Yes
Monthly
Apartment
684
7,359
61
Male
15,983
Divorced
3
High School
null
null
Urban
Comprehensive
1
14
779
6
2023-10-09 15:21:39.080440
Average
Yes
Weekly
House
786
7,360
54
Male
44,785
Married
3
Bachelor's
Employed
37.751738
Rural
Premium
1
16
564
6
2021-08-22 15:21:39.097737
Average
No
Daily
Condo
585
7,361
39
Male
37,387
Married
4
PhD
Employed
12.456686
Urban
Comprehensive
2
0
775
6
2021-07-03 15:21:39.250151
Good
Yes
Weekly
Condo
880
7,362
46
Male
579
Single
1
Master's
null
32.85868
Urban
Basic
0
6
null
7
2021-08-15 15:21:39.285112
Average
Yes
Daily
Apartment
168
7,363
28
Female
43,820
Married
0
Bachelor's
null
30.894661
Rural
Basic
1
6
591
1
2020-11-11 15:21:39.146733
Average
Yes
Daily
House
25
7,364
61
Male
40,306
Married
1
PhD
Self-Employed
11.929307
Urban
Basic
null
8
458
4
2024-06-29 15:21:39.132191
Average
Yes
Rarely
Apartment
1,436
7,365
26
Male
15,641
Single
3
High School
null
43.726719
Rural
Basic
null
11
801
4
2021-08-14 15:21:39.144722
Average
Yes
Rarely
Apartment
485
7,366
50
Male
null
Married
0
High School
Employed
23.939043
Urban
Basic
null
14
493
8
2021-06-13 15:21:39.190215
Good
No
Daily
Apartment
20
7,367
61
Male
35,998
Divorced
0
PhD
Unemployed
27.17261
Urban
Basic
null
5
461
9
2022-08-10 15:21:39.096739
Poor
Yes
Rarely
House
993
7,368
34
Male
668
Single
null
High School
Employed
10.33001
Urban
Premium
2
1
767
6
2022-02-15 15:21:39.175719
Good
No
Daily
Apartment
2,140
7,369
48
Female
43,936
Married
1
PhD
Unemployed
19.63469
Suburban
Comprehensive
null
6
null
8
2021-02-11 15:21:39.134960
Good
No
Rarely
Condo
722
7,370
54
Male
2,699
Married
0
Master's
Self-Employed
22.529524
Rural
Basic
null
3
null
6
2022-02-18 15:21:39.260856
null
No
Rarely
Condo
1,453
7,371
21
Female
4,564
Single
0
High School
Self-Employed
31.170955
Rural
Basic
1
1
825
5
2019-11-16 15:21:39.229482
Poor
Yes
Monthly
House
2,013
7,372
40
Male
16,155
Married
0
PhD
null
32.392705
Suburban
Basic
0
12
595
9
2024-06-24 15:21:39.278402
Average
Yes
Rarely
House
487
7,373
56
Female
4,531
Divorced
4
High School
Self-Employed
22.358523
Rural
Premium
null
12
685
7
2022-09-13 15:21:39.237118
Average
No
Daily
House
28
7,374
48
Male
44,256
Single
2
High School
null
27.696731
Suburban
Comprehensive
null
19
806
7
2021-02-18 15:21:39.134960
Average
No
Daily
House
3,137
7,375
49
Male
3,570
Married
0
Master's
Employed
9.788504
Urban
Basic
2
0
744
8
2022-05-17 15:21:39.237118
null
Yes
Monthly
Condo
464
7,376
24
Female
15,407
Single
1
PhD
Self-Employed
null
Rural
Premium
null
12
null
9
2024-02-13 15:21:39.261856
Good
Yes
Monthly
Condo
551
7,377
19
Female
39,259
Single
3
PhD
Self-Employed
27.558967
Urban
Basic
0
2
598
2
2020-11-12 15:21:39.133866
Average
Yes
Weekly
Apartment
1,484
7,378
52
Male
51,468
Single
4
Bachelor's
Self-Employed
45.998216
Rural
Basic
1
5
301
3
2021-12-07 15:21:39.264504
Average
No
Daily
House
36
7,379
55
Female
35,478
Married
0
Master's
Employed
45.847141
Urban
Premium
1
8
707
6
2021-09-18 15:21:39.134960
Good
Yes
Daily
House
1,710
7,380
62
Female
4,902
Married
4
Master's
Unemployed
38.869407
Suburban
Basic
1
6
670
1
2023-08-29 15:21:39.134960
Average
Yes
Daily
Apartment
423
7,381
48
Female
1,795
Divorced
2
PhD
Unemployed
null
Suburban
Comprehensive
2
11
786
6
2022-02-27 15:21:39.267454
Good
Yes
Weekly
House
834
7,382
54
Male
null
Divorced
2
Master's
Employed
4.958673
Urban
Premium
null
2
704
8
2024-03-30 15:21:39.134960
Good
No
Weekly
House
384
7,383
57
Male
23,192
Single
0
High School
null
20.825629
Urban
Comprehensive
0
5
null
8
2019-09-20 15:21:39.130190
Average
No
Weekly
Condo
1,662
7,384
52
Male
38,742
Married
null
Master's
Unemployed
29.924125
Suburban
Comprehensive
0
13
827
4
2022-08-03 15:21:39.164044
null
Yes
Rarely
House
1,188
7,385
60
Male
32,783
Single
4
High School
null
33.879459
Suburban
Premium
null
11
695
5
2022-09-23 15:21:39.280784
Good
No
Monthly
House
999
7,386
49
Female
1,330
Divorced
1
Bachelor's
Employed
36.161267
Urban
Comprehensive
0
12
464
3
2023-01-03 15:21:39.174719
Poor
Yes
Monthly
Apartment
3,573
7,387
34
Male
16,888
Divorced
1
Bachelor's
null
22.171528
Suburban
Basic
0
9
842
1
2020-01-21 15:21:39.237118
Average
Yes
Weekly
Apartment
1,590
7,388
21
Female
20,287
Married
2
Bachelor's
Unemployed
9.724957
Urban
Basic
null
19
null
9
2023-07-25 15:21:39.237118
Good
No
Rarely
House
1,521
7,389
62
Male
722
Married
0
Bachelor's
null
28.722346
Urban
Premium
0
1
476
9
2023-01-17 15:21:39.122134
Poor
Yes
Rarely
Condo
686
7,390
42
Female
39,352
Single
2
PhD
Employed
22.929199
Rural
Comprehensive
1
5
355
7
2023-07-06 15:21:39.132191
Poor
Yes
Monthly
House
990
7,391
26
Female
15,910
Single
3
Bachelor's
null
9.98874
Suburban
Basic
0
12
null
8
2020-10-12 15:21:39.155231
Good
Yes
Monthly
Condo
707
7,392
36
Male
null
Single
0
High School
Self-Employed
9.824059
Suburban
Basic
1
18
342
9
2023-04-26 15:21:39.249100
Good
Yes
Monthly
Apartment
612
7,393
19
Female
20,231
Divorced
4
Master's
null
20.176039
Rural
Basic
2
17
653
6
2024-02-03 15:21:39.289099
Good
Yes
Daily
Condo
959
7,394
19
Male
null
Single
null
Master's
Unemployed
51.89845
Urban
Premium
0
19
576
7
2022-03-06 15:21:39.134960
Good
No
Rarely
House
726
7,395
56
Male
29,745
Divorced
null
Bachelor's
Unemployed
25.590782
Rural
Premium
1
1
822
6
2021-07-28 15:21:39.174719
Good
Yes
Weekly
Condo
27
7,396
55
Male
18,709
Married
1
Bachelor's
null
19.844625
Urban
Comprehensive
1
4
414
1
2022-04-23 15:21:39.229482
Good
No
Weekly
Apartment
1,008
7,397
46
Female
24,883
Divorced
3
High School
Unemployed
19.070188
Urban
Basic
1
10
790
6
2020-09-15 15:21:39.246098
Average
No
Weekly
Apartment
1,199
7,398
44
Male
116,911
Married
0
Bachelor's
Self-Employed
null
Suburban
Premium
0
6
468
3
2021-01-18 15:21:39.084065
Average
No
Monthly
House
812
7,399
59
Female
108,780
Single
2
PhD
Employed
39.028461
Urban
Basic
0
1
644
4
2023-05-16 15:21:39.190215
Good
No
Daily
House
381