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
8,300
20
Male
49,734
Divorced
2
PhD
null
34.679957
Rural
Premium
0
10
589
2
2024-05-03 15:21:39.213373
Poor
No
Rarely
Condo
342
8,301
51
Female
15,961
Single
1
High School
null
24.803395
Rural
Premium
null
14
798
1
2021-02-26 15:21:39.188220
Average
No
Weekly
House
531
8,302
28
Female
29,759
Married
1
Master's
Self-Employed
26.988399
Suburban
Comprehensive
3
17
844
2
2024-01-27 15:21:39.191219
Good
No
Weekly
Condo
688
8,303
53
Female
43,414
Divorced
3
PhD
Unemployed
15.154083
Suburban
Basic
1
12
846
1
2021-11-18 15:21:39.175719
Poor
Yes
Daily
Apartment
967
8,304
28
Female
79,710
Single
2
PhD
Unemployed
null
Urban
Comprehensive
2
6
847
4
2019-10-18 15:21:39.096739
Average
No
Monthly
House
981
8,305
42
Male
15,558
Married
3
High School
null
7.263509
Suburban
Basic
1
17
595
3
2022-12-21 15:21:39.250151
Average
Yes
Daily
Condo
1,696
8,306
24
Female
54,722
Divorced
0
Master's
Self-Employed
31.237315
Urban
Basic
2
18
362
9
2022-05-18 15:21:39.098696
Poor
No
Daily
Apartment
478
8,307
29
Male
17,097
Married
4
Bachelor's
Employed
30.843236
Rural
Premium
null
5
767
9
2024-01-09 15:21:39.155231
Good
No
Rarely
Apartment
1,399
8,308
36
Male
9,339
Divorced
3
Bachelor's
Unemployed
24.923194
Urban
Basic
0
7
null
6
2021-05-12 15:21:39.096739
Poor
No
Rarely
House
3,485
8,309
48
Female
51,463
Married
3
Bachelor's
Self-Employed
24.564132
Rural
Comprehensive
1
10
757
6
2023-06-21 15:21:39.131192
Poor
No
Monthly
Apartment
111
8,310
46
Male
43,746
Divorced
4
PhD
null
null
Suburban
Basic
null
9
523
5
2021-04-19 15:21:39.194829
Good
No
Daily
Apartment
657
8,311
64
Male
20,312
Single
2
Master's
Self-Employed
12.873309
Suburban
Premium
null
14
701
8
2020-11-12 15:21:39.217387
Average
No
Weekly
House
195
8,312
59
Female
43,975
Married
3
Bachelor's
Self-Employed
38.269969
Urban
Premium
0
9
null
9
2021-09-08 15:21:39.245086
Good
Yes
Daily
Condo
593
8,313
42
Male
15,983
Married
4
Bachelor's
Self-Employed
13.958846
Suburban
Premium
null
15
607
4
2019-12-21 15:21:39.155231
Poor
Yes
Daily
House
1,284
8,314
56
Male
92,424
null
3
PhD
Self-Employed
34.817603
Urban
Premium
null
10
381
2
2022-06-18 15:21:39.105504
Average
Yes
Weekly
House
453
8,315
61
Male
1,885
Married
null
Bachelor's
Self-Employed
23.226831
Rural
Comprehensive
null
10
699
4
2021-10-10 15:21:39.258696
Good
Yes
Weekly
House
2,455
8,316
62
Male
null
Single
0
PhD
null
12.373021
Rural
Basic
null
1
357
1
2020-08-14 15:21:39.155231
Good
No
Monthly
Apartment
422
8,317
35
Male
44,601
Single
1
PhD
Employed
51.093499
Rural
Premium
null
18
774
5
2024-03-18 15:21:39.251142
Average
No
Rarely
Condo
1,608
8,318
41
Male
20,195
Married
3
PhD
Self-Employed
22.694509
Rural
Premium
0
19
629
9
2021-11-07 15:21:39.222387
Average
Yes
Rarely
Apartment
2,014
8,319
33
Female
24,603
Divorced
0
PhD
Unemployed
45.611461
Rural
Comprehensive
1
15
756
8
2023-05-02 15:21:39.134960
Poor
No
Monthly
House
1,069
8,320
53
Male
11,041
Married
3
Master's
null
12.849359
Rural
Comprehensive
null
9
822
3
2021-07-02 15:21:39.129190
Good
No
Rarely
Condo
1,063
8,321
33
Female
16,086
Married
4
High School
Employed
42.271415
Urban
Basic
0
13
775
4
2022-01-20 15:21:39.208842
Poor
Yes
Weekly
House
724
8,322
34
Male
2,490
Single
null
PhD
null
27.597766
Rural
Comprehensive
0
8
467
1
2019-11-01 15:21:39.154008
Good
No
Daily
House
588
8,323
48
Male
30,629
Married
1
Master's
Unemployed
17.858183
Urban
Basic
1
9
741
5
2021-10-10 15:21:39.285112
Poor
No
Weekly
Apartment
651
8,324
20
Male
35,178
Married
0
PhD
Unemployed
26.644417
Suburban
Premium
1
19
797
3
2023-05-23 15:21:39.155231
Poor
Yes
Daily
Apartment
718
8,325
29
Female
38,612
Single
4
Master's
Self-Employed
41.868645
Rural
Comprehensive
null
16
613
1
2020-07-14 15:21:39.134960
Poor
Yes
Monthly
Condo
2,193
8,326
46
Female
74,179
Divorced
3
Master's
Self-Employed
33.412727
Rural
Premium
null
3
347
9
2022-05-25 15:21:39.206847
Average
Yes
Daily
House
1,255
8,327
36
Male
4,511
Divorced
4
Master's
Employed
30.638131
Suburban
Premium
null
15
622
6
2021-09-07 15:21:39.090124
Average
Yes
Monthly
Apartment
1,883
8,328
28
Male
26,697
Single
0
High School
null
24.503879
Urban
Basic
null
11
391
5
2021-05-22 15:21:39.226954
Poor
No
Daily
Condo
643
8,329
21
Female
3,680
Married
1
Bachelor's
Unemployed
5.89837
Suburban
Premium
1
2
531
7
2023-07-25 15:21:39.205850
Average
No
Weekly
Apartment
2,666
8,330
58
Female
939
Single
1
Master's
Employed
37.093499
Suburban
Comprehensive
null
7
616
2
2020-09-10 15:21:39.246098
Poor
No
Weekly
Condo
2,771
8,331
41
Male
6,847
Divorced
2
Master's
Unemployed
35.983899
Rural
Comprehensive
null
19
565
7
2021-09-28 15:21:39.144722
Poor
No
Weekly
Condo
1,035
8,332
64
Female
29,421
Divorced
0
PhD
Employed
39.155584
Rural
Comprehensive
3
4
null
9
2020-06-07 15:21:39.128286
Average
Yes
Rarely
House
3,324
8,333
51
Female
71,467
Single
null
High School
Self-Employed
null
Rural
Basic
null
3
719
5
2021-07-21 15:21:39.108562
null
No
Weekly
House
1,314
8,334
20
Female
6,071
Divorced
1
High School
null
11.690918
Rural
Comprehensive
1
4
804
1
2022-07-25 15:21:39.114118
Poor
No
Monthly
Apartment
1,487
8,335
20
Female
13,773
Single
1
Master's
Employed
11.096167
Suburban
Basic
1
2
null
6
2023-09-27 15:21:39.134960
Good
Yes
Monthly
Apartment
733
8,336
21
Male
2,768
Divorced
1
PhD
Employed
20.10451
Suburban
Premium
null
14
441
9
2021-04-14 15:21:39.237118
Average
No
Rarely
Condo
282
8,337
62
Male
11,894
Divorced
1
High School
Unemployed
13.340131
Urban
Basic
null
10
725
3
2023-03-14 15:21:39.143708
Poor
Yes
Rarely
House
841
8,338
38
Male
45,149
Divorced
0
Master's
Employed
24.504934
Suburban
Basic
null
18
766
8
2022-03-14 15:21:39.134960
Good
Yes
Rarely
Condo
1,297
8,339
19
Male
524
Divorced
1
PhD
Unemployed
15.164973
Urban
Premium
null
10
417
5
2024-07-27 15:21:39.229482
Average
No
Weekly
Condo
32
8,340
21
Female
28,561
Single
3
PhD
Self-Employed
15.014523
Rural
Basic
null
8
684
8
2021-05-09 15:21:39.257696
Good
No
Weekly
Apartment
1,197
8,341
34
Female
null
Divorced
2
High School
Employed
33.567117
Urban
Premium
1
4
null
1
2022-06-06 15:21:39.199447
Good
No
Rarely
Apartment
138
8,342
50
Female
32,728
Single
3
Master's
null
18.143471
Suburban
Basic
2
19
662
6
2020-02-20 15:21:39.105504
Average
Yes
Weekly
House
156
8,343
63
Male
72,496
Married
0
Bachelor's
Self-Employed
20.716642
Rural
Premium
1
12
609
3
2024-03-13 15:21:39.231531
Poor
Yes
Monthly
Apartment
77
8,344
57
Female
58,588
Single
1
Master's
Unemployed
24.829339
Suburban
Comprehensive
2
7
null
9
2022-03-27 15:21:39.134960
Good
Yes
Weekly
House
1,876
8,345
53
Male
3,667
Married
1
PhD
Unemployed
34.132778
Rural
Premium
0
8
608
8
2021-01-27 15:21:39.244069
Average
Yes
Weekly
Apartment
64
8,346
28
Female
22,372
Married
2
Master's
null
11.382477
Suburban
Premium
1
12
651
4
2021-10-21 15:21:39.244069
Poor
Yes
Weekly
Condo
659
8,347
54
Male
2,445
Divorced
3
High School
Self-Employed
14.057078
Rural
Comprehensive
null
10
469
3
2021-03-19 15:21:39.182597
Average
No
Weekly
Condo
515
8,348
41
Male
2,754
Single
2
PhD
null
27.087429
Urban
Basic
3
17
672
1
2020-08-26 15:21:39.097737
Poor
Yes
Weekly
House
226
8,349
52
Male
74,410
Single
3
PhD
Self-Employed
13.958254
Rural
Comprehensive
null
7
326
8
2023-05-02 15:21:39.175719
Poor
No
Daily
Condo
1,003
8,350
57
Female
40,335
Single
3
Master's
Unemployed
42.798561
Suburban
Basic
1
1
555
5
2021-08-18 15:21:39.155231
Good
No
Daily
House
4,248
8,351
63
Male
19,768
Married
2
High School
null
12.83651
Suburban
Basic
null
2
845
9
2022-01-23 15:21:39.215386
Poor
No
Daily
Apartment
1,953
8,352
45
Male
88,704
Married
0
Master's
Unemployed
24.358525
Urban
Basic
1
10
468
2
2024-04-21 15:21:39.085129
Poor
Yes
Weekly
Apartment
3,166
8,353
42
Female
31
Married
2
Master's
Unemployed
30.472078
Urban
Comprehensive
0
18
null
9
2021-12-21 15:21:39.237118
Poor
No
Daily
House
132
8,354
49
Male
18,795
Single
0
High School
null
19.134866
Rural
Premium
null
10
563
8
2021-06-14 15:21:39.173834
Good
No
Monthly
Apartment
1,459
8,355
28
Male
37,879
Single
4
PhD
null
28.534147
Suburban
Basic
0
8
712
1
2020-06-12 15:21:39.245086
Poor
No
Daily
House
879
8,356
32
Male
6,824
Married
0
Bachelor's
Unemployed
34.471299
Suburban
Premium
1
5
null
4
2022-02-23 15:21:39.287115
Average
No
Rarely
Condo
731
8,357
50
Female
35,633
Married
0
High School
null
9.680896
Suburban
Basic
2
4
472
9
2021-11-05 15:21:39.222387
Good
No
Daily
Condo
1,529
8,358
41
Female
5,071
Married
2
Bachelor's
Employed
null
Urban
Basic
1
13
538
2
2022-07-18 15:21:39.264504
Poor
No
Rarely
Condo
461
8,359
55
Male
6,912
Single
4
Bachelor's
Employed
null
Suburban
Comprehensive
0
10
677
4
2019-10-11 15:21:39.097737
Average
No
Weekly
Apartment
2,148
8,360
48
Female
1,608
Single
3
Master's
Unemployed
8.564846
Suburban
Premium
0
19
677
3
2020-04-13 15:21:39.134960
Poor
No
Monthly
Apartment
154
8,361
21
Male
24,976
Married
4
Bachelor's
Employed
25.613713
Rural
Basic
0
12
645
9
2021-11-07 15:21:39.155231
Good
No
Daily
Apartment
549
8,362
48
Male
7,069
Married
4
Master's
Self-Employed
14.849122
Suburban
Basic
1
9
836
5
2023-12-03 15:21:39.236064
Good
No
Daily
Apartment
774
8,363
35
Male
131,152
Married
0
Bachelor's
Unemployed
35.948665
Rural
Comprehensive
1
8
339
8
2021-08-14 15:21:39.172097
Good
No
Rarely
Condo
546
8,364
27
Male
28,278
Single
3
Master's
Self-Employed
9.075022
Suburban
Premium
0
10
768
1
2020-11-28 15:21:39.192212
Poor
Yes
Weekly
Apartment
1,511
8,365
25
Male
17,991
Single
1
PhD
Unemployed
47.120766
Rural
Basic
null
18
783
3
2024-06-26 15:21:39.282785
Poor
No
Daily
Apartment
2,922
8,366
44
Male
115,947
Married
null
Bachelor's
Self-Employed
13.72787
Suburban
Premium
2
17
null
9
2022-10-09 15:21:39.095696
Good
Yes
Monthly
Apartment
3,161
8,367
21
Female
5,881
Single
0
Bachelor's
Unemployed
8.292398
Urban
Comprehensive
2
15
723
7
2024-04-18 15:21:39.117183
Average
No
Monthly
House
1,507
8,368
22
Male
4,838
Divorced
4
High School
null
4.511314
Suburban
Premium
1
3
549
1
2020-09-30 15:21:39.134960
Average
No
Weekly
Apartment
37
8,369
49
Male
4,941
Divorced
0
PhD
Unemployed
43.65339
Rural
Premium
null
14
818
3
2023-11-02 15:21:39.212862
Poor
Yes
Monthly
House
112
8,370
28
Male
43,729
Single
null
PhD
Employed
46.711542
Urban
Premium
1
1
739
8
2022-02-13 15:21:39.155231
Good
No
Weekly
House
1,534
8,371
36
Male
63,732
Single
3
Bachelor's
Employed
28.159936
Suburban
Basic
0
12
718
4
2023-06-27 15:21:39.122134
Good
No
Monthly
Condo
130
8,372
58
Male
25,247
Single
1
High School
null
21.553445
Rural
Premium
1
1
762
7
2021-08-15 15:21:39.155231
Poor
Yes
Weekly
House
653
8,373
54
Female
46,171
Married
2
Master's
Employed
16.686743
Rural
Premium
1
17
327
6
2020-06-11 15:21:39.109552
Average
No
Monthly
Condo
1,567
8,374
37
Female
7,743
Single
3
Master's
Employed
49.743287
Rural
Basic
1
11
671
9
2023-11-10 15:21:39.085129
Poor
No
Daily
House
171
8,375
21
Female
6,958
Divorced
3
PhD
null
40.913103
Urban
Comprehensive
1
5
810
4
2019-11-20 15:21:39.268507
Good
Yes
Monthly
House
648
8,376
21
Female
16,053
Single
3
Master's
Self-Employed
17.993502
Suburban
Premium
1
3
656
3
2023-02-11 15:21:39.237118
Average
Yes
Daily
Apartment
1,312
8,377
58
Female
38,212
Married
2
Master's
null
34.481943
Urban
Basic
1
7
718
5
2021-07-24 15:21:39.098696
Good
No
Rarely
House
1,770
8,378
20
Male
null
Single
4
PhD
Employed
21.876375
Urban
Basic
null
0
544
4
2023-12-17 15:21:39.237118
Average
No
Rarely
House
110
8,379
null
Female
33,159
Single
1
High School
Self-Employed
9.569431
Urban
Basic
2
7
null
1
2024-04-15 15:21:39.237118
Good
No
Monthly
Condo
891
8,380
56
Female
4,743
Married
4
Bachelor's
Self-Employed
25.143007
Suburban
Comprehensive
null
12
725
4
2020-11-08 15:21:39.221386
null
No
Daily
House
1,152
8,381
52
Male
24,296
Divorced
1
PhD
null
32.984408
Urban
Comprehensive
null
9
523
7
2022-12-25 15:21:39.204790
Poor
Yes
Daily
Condo
647
8,382
30
Male
99,890
Married
3
Bachelor's
Unemployed
32.530715
Rural
Premium
3
1
649
5
2024-06-24 15:21:39.134960
Good
No
Monthly
Apartment
119
8,383
32
Male
86,620
Divorced
4
Master's
null
20.071054
Rural
Comprehensive
3
8
null
2
2022-08-12 15:21:39.210805
Average
No
Rarely
Apartment
2,361
8,384
28
Female
6,051
Divorced
2
Bachelor's
Employed
8.63668
Urban
Basic
0
9
756
8
2020-04-29 15:21:39.229482
Average
Yes
Rarely
Condo
1,804
8,385
55
Male
50,349
Married
null
High School
Employed
21.582849
Rural
Premium
null
15
354
1
2024-01-06 15:21:39.256696
Poor
No
Daily
House
648
8,386
63
Female
5,740
Single
2
Bachelor's
Unemployed
6.99592
Urban
Premium
null
12
835
4
2019-12-08 15:21:39.134960
Average
No
Monthly
Apartment
1,190
8,387
50
Male
18,975
Single
1
PhD
Employed
19.094705
Suburban
Premium
null
19
821
8
2023-05-29 15:21:39.155231
Average
Yes
Daily
Apartment
660
8,388
null
Female
24,562
Divorced
3
Bachelor's
Unemployed
33.929491
Rural
Comprehensive
2
5
790
2
2020-08-02 15:21:39.204790
Average
Yes
Weekly
Condo
1,094
8,389
24
Male
70,825
Divorced
3
Bachelor's
null
14.474879
Urban
Basic
3
12
382
6
2021-02-27 15:21:39.237118
Poor
No
Rarely
House
888
8,390
45
Male
10,084
Single
0
Bachelor's
Employed
38.929053
Rural
Premium
3
16
571
7
2023-07-09 15:21:39.190215
Poor
No
Weekly
Apartment
859
8,391
36
Male
2,978
Divorced
1
High School
Unemployed
40.162265
Rural
Comprehensive
0
1
704
4
2021-10-18 15:21:39.208842
null
No
Weekly
Apartment
659
8,392
63
Female
34,374
Married
0
Bachelor's
null
11.923175
Suburban
Basic
null
14
673
7
2021-12-30 15:21:39.144722
Average
Yes
Daily
Apartment
1,193
8,393
60
Female
38,323
Divorced
3
PhD
null
15.673822
Suburban
Premium
null
12
393
8
2020-01-09 15:21:39.154008
Average
Yes
Monthly
Condo
932
8,394
58
Female
17,982
Married
4
PhD
Employed
23.054105
Urban
Basic
0
8
823
4
2019-10-31 15:21:39.193945
Good
Yes
Daily
Condo
1,153
8,395
36
Male
16,891
Divorced
1
Bachelor's
null
39.897003
Suburban
Basic
null
2
605
8
2020-11-21 15:21:39.181605
Average
Yes
Rarely
Condo
695
8,396
28
Female
25,011
Married
1
PhD
Unemployed
15.017956
Rural
Premium
0
2
579
6
2022-04-06 15:21:39.274993
Good
No
Weekly
Apartment
1,731
8,397
53
Male
40,391
Divorced
1
High School
Unemployed
21.717298
Rural
Basic
2
2
833
8
2022-01-07 15:21:39.286113
Average
Yes
Weekly
Condo
1,004
8,398
33
Male
61,177
Divorced
3
PhD
Unemployed
17.827132
Suburban
Basic
1
14
340
9
2021-07-13 15:21:39.214388
Average
No
Weekly
Apartment
302
8,399
27
Male
47,278
Divorced
3
Bachelor's
null
22.878268
Suburban
Comprehensive
null
14
327
4
2021-02-06 15:21:39.231531
Poor
No
Daily
Apartment
2,893