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
1,166,300
61
Male
25,959
Divorced
1
Bachelor's
null
45.996344
Suburban
Comprehensive
1
13
353
6
2023-02-17 15:21:39.263607
Poor
Yes
Daily
House
38
1,166,301
44
Male
92,828
Single
2
High School
Unemployed
36.281607
Rural
Comprehensive
1
11
null
2
2020-06-19 15:21:39.155231
null
No
Rarely
House
3,341
1,166,302
26
Male
48,973
Married
4
Master's
Self-Employed
null
Rural
Comprehensive
1
17
559
6
2023-01-22 15:21:39.155231
null
No
Daily
Apartment
33
1,166,303
62
Male
35,706
Divorced
1
Master's
null
null
Rural
Basic
2
14
679
2
2023-04-16 15:21:39.155231
Good
Yes
Daily
Apartment
1,845
1,166,304
23
Female
56,432
Divorced
1
Bachelor's
Employed
17.058688
Urban
Comprehensive
0
11
473
9
2023-07-27 15:21:39.155231
Average
Yes
Daily
Condo
2,370
1,166,305
50
Female
2,487
Divorced
0
Bachelor's
Self-Employed
48.085102
Suburban
Comprehensive
1
19
686
6
2020-06-01 15:21:39.132191
Poor
Yes
Weekly
House
23
1,166,306
34
Female
2,472
Single
4
High School
null
44.378826
Suburban
Basic
3
1
661
8
2019-08-28 15:21:39.237118
Poor
No
Rarely
Condo
619
1,166,307
42
Male
52,832
Married
null
PhD
null
10.189923
Suburban
Basic
2
6
760
2
2024-04-17 15:21:39.173834
Poor
Yes
Daily
House
2,011
1,166,308
null
Female
3,819
Single
2
Master's
Employed
29.71527
Suburban
Basic
null
2
543
7
2022-02-13 15:21:39.174719
null
No
Rarely
Apartment
1,523
1,166,309
null
Male
61,941
Single
2
Bachelor's
Self-Employed
31.857753
Urban
Comprehensive
null
2
421
1
2020-12-03 15:21:39.228521
Good
No
Rarely
Condo
4,140
1,166,310
60
Female
46,056
Single
null
High School
Employed
17.834331
Suburban
Premium
0
6
600
7
2023-07-28 15:21:39.091080
Average
No
Rarely
House
959
1,166,311
48
Female
4,575
Single
3
High School
Unemployed
7.854173
Rural
Comprehensive
1
17
457
3
2020-01-15 15:21:39.084065
Poor
No
Rarely
Condo
814
1,166,312
31
Female
3,802
Single
2
PhD
Unemployed
33.598039
Urban
Basic
null
5
419
4
2022-06-26 15:21:39.248098
Average
Yes
Monthly
House
1,828
1,166,313
62
Female
4,336
Single
4
High School
Self-Employed
8.252721
Rural
Basic
1
17
452
2
2023-11-16 15:21:39.236064
Average
No
Daily
Condo
564
1,166,314
53
Male
25,834
Married
null
High School
Self-Employed
30.011186
Suburban
Comprehensive
0
0
433
9
2020-04-22 15:21:39.259788
Poor
Yes
Daily
Condo
82
1,166,315
42
Male
30,779
null
null
High School
Unemployed
8.18334
Urban
Comprehensive
1
13
564
3
2019-12-12 15:21:39.263607
Poor
No
Daily
Apartment
596
1,166,316
64
Female
78,897
Married
1
High School
null
42.64159
Suburban
Basic
null
17
621
3
2020-07-11 15:21:39.084065
Average
Yes
Weekly
House
219
1,166,317
49
Male
43,936
Divorced
1
Bachelor's
Employed
16.796089
Rural
Comprehensive
3
1
497
2
2024-04-22 15:21:39.194829
Average
Yes
Rarely
Condo
814
1,166,318
43
Male
null
Divorced
2
PhD
null
33.552784
Suburban
Premium
2
2
809
5
2023-09-16 15:21:39.166062
Good
Yes
Weekly
House
167
1,166,319
56
Male
93,578
Single
4
High School
Unemployed
19.612327
Rural
Comprehensive
null
10
441
1
2022-10-29 15:21:39.176717
Good
Yes
Weekly
Apartment
1,429
1,166,320
null
Female
25,892
Divorced
4
Master's
null
23.145889
Rural
Basic
0
13
null
8
2022-04-03 15:21:39.237118
Good
No
Daily
House
1,369
1,166,321
37
Female
104,958
Divorced
1
Bachelor's
Employed
49.508735
Urban
Basic
2
3
382
6
2020-09-03 15:21:39.252145
Average
No
Daily
House
2,394
1,166,322
44
Male
5,514
Married
null
PhD
Employed
7.691916
Suburban
Comprehensive
1
15
731
1
2023-06-20 15:21:39.181605
Good
Yes
Daily
Apartment
2,362
1,166,323
43
Female
35
Married
1
PhD
Unemployed
34.928303
Urban
Comprehensive
1
5
598
2
2020-11-21 15:21:39.120168
Poor
No
Monthly
House
301
1,166,324
23
Female
33,169
Married
0
Master's
null
23.156441
Rural
Basic
null
3
498
4
2023-03-16 15:21:39.148733
Poor
Yes
Monthly
Condo
398
1,166,325
63
Female
8,891
Married
2
High School
Unemployed
15.240796
Rural
Comprehensive
0
6
697
1
2021-03-15 15:21:39.122134
Poor
No
Daily
House
934
1,166,326
28
Male
18,086
Single
3
High School
null
20.410533
Rural
Basic
null
10
null
8
2020-05-30 15:21:39.245086
Average
Yes
Weekly
Apartment
2,156
1,166,327
50
Male
37,329
Married
4
PhD
Self-Employed
38.630724
Urban
Basic
0
19
428
4
2021-11-16 15:21:39.187211
Average
Yes
Monthly
Apartment
761
1,166,328
45
Male
23,755
Married
4
PhD
Employed
12.486578
Rural
Premium
1
11
674
8
2023-07-27 15:21:39.173834
Good
Yes
Daily
Apartment
557
1,166,329
40
Female
2,396
Single
4
PhD
Self-Employed
43.694524
Urban
Comprehensive
3
2
445
1
2020-08-18 15:21:39.279729
Average
Yes
Monthly
Apartment
728
1,166,330
26
Male
30,983
Divorced
0
Master's
Unemployed
16.448889
Rural
Comprehensive
2
2
565
8
2023-01-22 15:21:39.134960
Average
Yes
Daily
Apartment
632
1,166,331
36
Female
8,056
Married
4
PhD
Unemployed
51.751689
Rural
Basic
1
12
466
2
2021-02-26 15:21:39.202448
null
No
Monthly
Condo
696
1,166,332
59
Female
18,071
Divorced
4
Bachelor's
Unemployed
26.381889
Urban
Comprehensive
null
1
639
3
2024-05-20 15:21:39.143708
Poor
No
Daily
Condo
947
1,166,333
30
Female
3,749
Divorced
0
High School
Self-Employed
20.339775
Urban
Basic
1
18
406
8
2022-01-10 15:21:39.223390
Average
No
Rarely
House
1,004
1,166,334
44
Female
519
Divorced
1
Master's
Employed
48.294914
Urban
Basic
2
16
848
3
2022-06-16 15:21:39.253660
Poor
No
Weekly
Condo
736
1,166,335
41
Female
8,073
Single
4
High School
null
28.97777
Urban
Comprehensive
null
12
694
6
2021-07-30 15:21:39.237118
Poor
Yes
Monthly
Condo
588
1,166,336
27
Male
15,459
Divorced
0
Master's
null
13.16068
Urban
Premium
1
5
398
7
2022-01-21 15:21:39.192212
Poor
Yes
Rarely
House
803
1,166,337
22
Male
2,304
Single
3
Master's
Self-Employed
11.716174
Urban
Premium
0
0
511
5
2021-11-10 15:21:39.173834
Good
No
Weekly
House
411
1,166,338
53
Male
4,155
Married
null
Master's
Unemployed
22.169788
Urban
Comprehensive
0
3
null
1
2021-03-26 15:21:39.261856
null
No
Daily
Apartment
1,874
1,166,339
46
Female
3,879
Married
4
Master's
null
24.842304
Suburban
Basic
2
2
null
6
2022-04-20 15:21:39.204790
Average
No
Monthly
House
749
1,166,340
54
Female
35,754
Single
4
Bachelor's
Self-Employed
15.280153
Urban
Basic
1
18
657
8
2020-12-19 15:21:39.228521
Average
No
Daily
House
1,032
1,166,341
22
Male
3,905
Single
1
Master's
Unemployed
41.025421
Suburban
Comprehensive
0
9
509
5
2021-01-05 15:21:39.081504
Average
No
Monthly
Apartment
508
1,166,342
34
Female
52,793
Single
0
PhD
Employed
32.455827
Urban
Basic
1
15
383
9
2022-06-10 15:21:39.134960
Poor
No
Rarely
House
746
1,166,343
54
Male
102,548
Divorced
3
Bachelor's
null
18.822618
Rural
Basic
null
4
452
9
2023-03-28 15:21:39.134960
Average
Yes
Rarely
House
917
1,166,344
28
Male
18,644
Single
1
Master's
Unemployed
48.404568
Urban
Premium
1
19
839
4
2021-09-11 15:21:39.247098
null
No
Daily
Condo
1,581
1,166,345
62
Male
4,907
Single
1
PhD
Self-Employed
40.737211
Suburban
Premium
0
9
463
3
2022-05-08 15:21:39.259788
Poor
No
Monthly
House
1,269
1,166,346
59
Female
2,353
Single
1
PhD
null
32.071308
Suburban
Basic
0
14
403
8
2023-02-16 15:21:39.209847
Average
No
Weekly
Apartment
197
1,166,347
24
Female
1,218
Married
4
High School
Unemployed
34.240782
Suburban
Comprehensive
1
14
723
1
2024-02-11 15:21:39.132191
Average
Yes
Weekly
Condo
45
1,166,348
null
Female
17,779
Divorced
1
Bachelor's
Unemployed
23.780155
Suburban
Basic
null
15
598
3
2020-08-31 15:21:39.134960
Poor
No
Weekly
Condo
874
1,166,349
64
Male
2,099
Single
0
PhD
Employed
43.336666
Rural
Basic
1
16
470
1
2023-11-12 15:21:39.278402
Good
Yes
Rarely
Condo
751
1,166,350
55
Male
7,077
Married
3
Bachelor's
null
26.895347
Rural
Premium
2
3
null
6
2023-02-19 15:21:39.130190
Poor
Yes
Monthly
Condo
586
1,166,351
61
Male
7,155
Divorced
null
PhD
Employed
15.151225
Suburban
Comprehensive
0
3
null
6
2020-04-03 15:21:39.134960
Poor
Yes
Daily
House
3,865
1,166,352
55
Male
69,609
Married
0
Master's
Self-Employed
14.099288
Urban
Premium
null
10
368
3
2023-05-31 15:21:39.079128
Average
No
Daily
Condo
1,138
1,166,353
52
Female
34,043
Single
2
Bachelor's
Self-Employed
9.828145
Rural
Premium
0
3
520
3
2023-04-16 15:21:39.237118
Average
Yes
Rarely
Condo
1,329
1,166,354
41
Female
2,371
Divorced
3
PhD
Self-Employed
36.498086
Suburban
Premium
null
3
375
5
2022-07-22 15:21:39.278402
Poor
No
Rarely
House
2,156
1,166,355
38
Female
40,310
Single
4
PhD
Employed
17.433619
Urban
Basic
1
4
607
8
2023-12-21 15:21:39.181605
Average
No
Daily
Apartment
1,130
1,166,356
40
Male
29,453
Divorced
0
Master's
Self-Employed
43.172261
Rural
Comprehensive
0
6
null
4
2023-12-08 15:21:39.244069
Poor
Yes
Daily
House
517
1,166,357
21
Female
18,059
Married
2
Master's
Unemployed
21.692366
Urban
Basic
null
7
612
8
2023-02-27 15:21:39.146733
Average
Yes
Daily
Condo
803
1,166,358
43
Male
44,365
Divorced
4
High School
Self-Employed
13.534906
Urban
Premium
1
12
841
8
2023-09-19 15:21:39.087123
Average
No
Monthly
House
1,828
1,166,359
28
Female
90,962
Single
1
PhD
null
29.291776
Urban
Basic
2
9
345
9
2021-10-05 15:21:39.117183
Poor
Yes
Weekly
House
519
1,166,360
19
Male
11,063
Divorced
0
Bachelor's
null
42.724754
Urban
Premium
1
14
313
1
2019-11-22 15:21:39.185215
null
Yes
Rarely
House
1,111
1,166,361
18
Female
10,763
Single
4
PhD
Self-Employed
14.317768
Urban
Comprehensive
2
17
null
2
2020-12-03 15:21:39.258696
Average
No
Daily
House
836
1,166,362
37
Female
26,894
Divorced
0
Bachelor's
null
42.687579
Rural
Premium
null
17
745
1
2021-05-01 15:21:39.109552
Average
Yes
Weekly
House
638
1,166,363
49
Female
null
Married
null
Bachelor's
Self-Employed
26.39473
Urban
Premium
null
15
713
4
2022-07-07 15:21:39.185215
Poor
No
Weekly
House
243
1,166,364
62
Male
1,793
Divorced
3
High School
Employed
18.738841
Urban
Premium
0
13
514
2
2023-04-14 15:21:39.172097
Average
Yes
Rarely
Apartment
114
1,166,365
43
Female
27,983
Married
2
Master's
Self-Employed
null
Suburban
Comprehensive
null
8
532
7
2023-03-26 15:21:39.128286
Average
No
Monthly
House
723
1,166,366
26
Male
27,961
Divorced
0
PhD
Self-Employed
21.856202
Urban
Basic
null
18
605
5
2022-04-23 15:21:39.237118
Average
No
Rarely
Condo
819
1,166,367
59
Female
25,704
Divorced
2
PhD
null
9.441058
Rural
Comprehensive
2
13
575
8
2022-11-16 15:21:39.134960
Poor
No
Weekly
Apartment
101
1,166,368
54
Female
381
Divorced
1
Bachelor's
Unemployed
32.837862
Urban
Premium
null
18
472
2
2020-08-25 15:21:39.155231
Average
Yes
Rarely
House
1,149
1,166,369
30
Female
null
Divorced
0
Master's
Self-Employed
34.193337
Urban
Premium
1
15
416
9
2023-10-21 15:21:39.172097
Poor
No
Rarely
Apartment
821
1,166,370
47
Male
25,154
Divorced
0
PhD
Self-Employed
41.676065
Suburban
Comprehensive
3
1
498
1
2024-01-17 15:21:39.134960
Average
No
Monthly
Apartment
29
1,166,371
61
Female
15,228
Divorced
0
Bachelor's
Unemployed
9.890956
Urban
Premium
2
17
695
2
2021-05-01 15:21:39.125660
Good
Yes
Daily
Condo
662
1,166,372
27
Female
34,806
Divorced
4
High School
null
49.010536
Urban
Basic
0
5
477
2
2022-07-26 15:21:39.224915
Good
Yes
Monthly
Condo
2,652
1,166,373
34
Female
50,941
Single
4
Master's
Self-Employed
48.964336
Rural
Premium
0
13
351
9
2020-04-26 15:21:39.271453
Poor
No
Daily
Condo
165
1,166,374
38
Male
38,208
Divorced
0
Bachelor's
Employed
30.154774
Suburban
Basic
1
4
543
9
2020-06-20 15:21:39.097737
Average
No
Rarely
House
2,073
1,166,375
22
Female
8,988
Divorced
1
High School
Employed
15.186628
Urban
Premium
2
16
null
3
2022-09-26 15:21:39.155231
Poor
No
Weekly
Apartment
1,747
1,166,376
46
Female
24,894
Married
3
PhD
null
19.976341
Suburban
Basic
4
0
334
4
2022-08-19 15:21:39.207847
Good
Yes
Daily
House
439
1,166,377
22
Female
73,519
Single
3
Bachelor's
null
null
Rural
Basic
3
9
826
9
2023-11-23 15:21:39.176717
Good
Yes
Weekly
Condo
1,543
1,166,378
29
Female
62,401
Divorced
0
Master's
Employed
41.993161
Urban
Basic
null
16
820
6
2020-05-14 15:21:39.155231
Poor
Yes
Monthly
Apartment
420
1,166,379
47
Female
28,215
Single
1
PhD
null
22.681471
Urban
Comprehensive
null
7
null
9
2020-10-10 15:21:39.155231
Good
No
Daily
Condo
556
1,166,380
38
Male
5,881
Single
4
High School
null
48.965692
Urban
Premium
1
1
439
2
2022-07-10 15:21:39.148733
Poor
No
Rarely
House
101
1,166,381
64
Female
32,611
Single
3
Master's
Employed
30.519312
Urban
Premium
2
4
725
5
2021-11-22 15:21:39.289099
Good
No
Monthly
House
1,051
1,166,382
47
Female
29,483
Single
0
Bachelor's
Unemployed
9.520111
Rural
Comprehensive
1
14
479
7
2022-04-30 15:21:39.202448
Average
Yes
Weekly
Condo
563
1,166,383
40
Female
43,885
Married
1
High School
null
10.634757
Suburban
Premium
2
9
null
2
2021-05-07 15:21:39.129190
Good
No
Weekly
Condo
3,265
1,166,384
51
Male
547
Single
3
Bachelor's
Self-Employed
null
Suburban
Basic
0
12
null
8
2022-02-14 15:21:39.134960
Good
Yes
Daily
Condo
1,379
1,166,385
25
Female
135,927
Divorced
3
Master's
Employed
11.072842
Rural
Basic
1
3
543
7
2022-02-16 15:21:39.107553
Poor
Yes
Monthly
House
191
1,166,386
33
Male
75,908
null
3
Bachelor's
null
19.946186
Urban
Comprehensive
0
12
490
6
2023-03-22 15:21:39.233998
Average
Yes
Daily
House
2,136
1,166,387
47
Female
35,192
Single
0
High School
Unemployed
19.823994
Urban
Comprehensive
1
14
null
1
2024-04-25 15:21:39.100695
Good
No
Daily
Condo
955
1,166,388
33
Female
16,095
Married
4
PhD
Unemployed
46.818463
Rural
Basic
1
9
564
4
2023-06-05 15:21:39.254678
Poor
Yes
Rarely
Condo
958
1,166,389
55
Female
18,093
Married
2
High School
Unemployed
25.766015
Urban
Basic
1
16
null
1
2020-05-04 15:21:39.237118
Poor
No
Daily
Apartment
1,561
1,166,390
55
Female
43,901
Single
1
PhD
Employed
5.068952
Suburban
Comprehensive
1
9
753
9
2022-09-11 15:21:39.125660
Good
Yes
Monthly
Apartment
2,657
1,166,391
41
Male
16,696
Single
0
Master's
Employed
null
Urban
Basic
null
0
688
9
2021-10-24 15:21:39.085129
Poor
No
Rarely
Condo
1,393
1,166,392
24
Male
17,458
Single
null
PhD
Employed
24.78649
Rural
Comprehensive
null
16
null
2
2023-06-12 15:21:39.155231
null
Yes
Rarely
Condo
2,681
1,166,393
62
Female
21,684
Divorced
3
Bachelor's
Self-Employed
8.233849
Rural
Basic
0
6
837
7
2020-12-27 15:21:39.237118
Poor
No
Daily
Condo
966
1,166,394
19
Male
90,637
Divorced
0
High School
Self-Employed
51.650134
Urban
Premium
null
0
764
1
2021-06-06 15:21:39.155231
Poor
Yes
Weekly
Condo
1,040
1,166,395
23
Male
26,139
Divorced
2
Master's
Unemployed
9.554707
Rural
Basic
null
15
343
2
2019-12-08 15:21:39.261856
Good
Yes
Weekly
House
3,013
1,166,396
19
Male
20,245
Married
3
High School
Employed
46.005612
Rural
Basic
null
5
562
5
2024-02-02 15:21:39.216387
Poor
Yes
Monthly
Apartment
2,613
1,166,397
54
Male
133,468
Divorced
3
Bachelor's
null
13.296079
Urban
Comprehensive
2
7
439
2
2020-08-07 15:21:39.090124
Average
No
Rarely
Condo
1,961
1,166,398
47
Male
107,836
Divorced
0
PhD
Employed
14.592913
Rural
Premium
1
14
326
5
2020-04-14 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,498
1,166,399
34
Male
28,244
Divorced
1
PhD
Self-Employed
31.539805
Rural
Premium
null
9
846
8
2021-12-26 15:21:39.084065
Average
Yes
Monthly
Apartment
2,107