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
1,178,300
62
Male
9,811
Married
4
PhD
Self-Employed
30.848133
Urban
Premium
2
1
517
2
2023-12-21 15:21:39.229482
Poor
No
Daily
House
1,051
1,178,301
47
Male
60,961
Single
0
Master's
Employed
16.484515
Suburban
Basic
1
11
null
9
2019-10-31 15:21:39.183598
Good
Yes
Rarely
Condo
1,887
1,178,302
45
Female
15,982
Divorced
2
High School
Unemployed
15.95967
Rural
Basic
null
14
814
6
2022-10-19 15:21:39.134960
Average
No
Weekly
Condo
1,204
1,178,303
35
Male
27,862
Divorced
2
PhD
Unemployed
15.074297
Suburban
Comprehensive
null
15
null
5
2019-09-08 15:21:39.080440
Poor
No
Monthly
Apartment
393
1,178,304
44
Male
48,964
Single
4
Master's
null
23.535439
Rural
Premium
null
3
361
1
2020-04-07 15:21:39.106582
Average
No
Daily
Apartment
953
1,178,305
27
Male
30,372
Divorced
4
Master's
Employed
null
Urban
Basic
null
12
636
7
2023-12-17 15:21:39.155231
Average
Yes
Daily
Condo
1,176
1,178,306
48
Male
4,983
Single
2
High School
Self-Employed
27.566287
Rural
Comprehensive
2
8
570
2
2024-08-05 15:21:39.226954
Good
Yes
Daily
Condo
4,861
1,178,307
52
Male
18,096
Divorced
3
Master's
null
7.859606
Suburban
Comprehensive
0
10
635
5
2020-07-31 15:21:39.171102
Poor
No
Daily
House
1,531
1,178,308
42
Female
32,517
Divorced
0
High School
null
38.40677
Suburban
Comprehensive
1
8
348
5
2022-04-28 15:21:39.173834
Good
Yes
Daily
Apartment
882
1,178,309
39
Male
11,513
Single
3
PhD
Unemployed
19.473439
Urban
Basic
2
19
null
7
2020-03-24 15:21:39.261856
Good
No
Daily
House
1,372
1,178,310
52
Female
24,642
Single
2
PhD
Unemployed
32.419951
Rural
Comprehensive
0
19
null
6
2022-11-26 15:21:39.237118
Good
No
Rarely
Apartment
39
1,178,311
38
Female
5,911
Single
0
Bachelor's
Employed
12.638762
Rural
Premium
3
17
391
2
2019-12-27 15:21:39.244069
Good
No
Rarely
Condo
803
1,178,312
62
Male
null
Divorced
4
High School
Unemployed
16.076383
Suburban
Comprehensive
null
7
653
5
2022-06-21 15:21:39.261856
Average
No
Weekly
House
66
1,178,313
40
Male
23,258
Divorced
4
Master's
Unemployed
27.492778
Suburban
Premium
2
12
697
1
2024-02-02 15:21:39.155231
Good
Yes
Monthly
House
1,709
1,178,314
55
Male
9,053
Married
1
Master's
Unemployed
28.090941
Urban
Comprehensive
1
5
722
5
2023-01-23 15:21:39.253660
Average
No
Daily
Condo
604
1,178,315
22
Female
43,414
Single
0
High School
null
30.020104
Suburban
Basic
0
10
451
1
2022-07-18 15:21:39.168099
null
Yes
Weekly
House
884
1,178,316
21
Female
47,368
Single
4
PhD
Unemployed
35.148867
Rural
Basic
4
13
623
8
2021-09-10 15:21:39.196387
null
Yes
Monthly
Apartment
742
1,178,317
31
Female
3,018
Married
1
High School
Employed
40.764989
Urban
Basic
0
0
301
4
2022-03-02 15:21:39.263607
Good
Yes
Weekly
Apartment
376
1,178,318
43
Female
81,078
Divorced
3
Master's
Employed
10.697515
Rural
Premium
0
1
446
8
2019-10-07 15:21:39.172097
Good
No
Daily
Apartment
929
1,178,319
47
Female
15,198
Married
3
PhD
Employed
23.07192
Rural
Premium
0
7
587
8
2020-09-11 15:21:39.134960
Average
No
Daily
Condo
795
1,178,320
31
Female
46,469
Married
4
PhD
Self-Employed
14.624385
Urban
Comprehensive
1
12
319
5
2020-01-02 15:21:39.192212
Average
Yes
Monthly
House
1,798
1,178,321
28
Male
527
Divorced
4
Bachelor's
Employed
3.694564
Suburban
Comprehensive
1
18
652
8
2024-03-24 15:21:39.093681
Good
Yes
Daily
Apartment
3,107
1,178,322
42
Male
18,114
Married
0
Master's
null
24.77984
Rural
Premium
1
3
815
5
2022-06-19 15:21:39.283783
Average
No
Monthly
Condo
1,160
1,178,323
40
Female
45,610
Single
0
PhD
Unemployed
49.116825
Rural
Basic
2
15
443
3
2020-03-02 15:21:39.143708
Poor
No
Monthly
House
1,432
1,178,324
21
Male
2,541
Divorced
3
PhD
null
31.734982
Suburban
Basic
null
9
397
4
2024-03-24 15:21:39.192212
Good
Yes
Monthly
House
2,133
1,178,325
37
Male
24,745
Divorced
0
PhD
null
31.885076
Suburban
Comprehensive
null
2
378
6
2020-08-05 15:21:39.134960
Good
No
Daily
Apartment
1,511
1,178,326
24
Female
44,909
Divorced
0
Master's
null
3.814596
Rural
Comprehensive
2
14
469
7
2021-08-26 15:21:39.259788
Poor
Yes
Monthly
Condo
2,445
1,178,327
33
Female
4,816
Divorced
0
High School
Self-Employed
41.879291
Rural
Basic
2
5
692
5
2022-03-13 15:21:39.252145
Good
Yes
Rarely
Condo
3,054
1,178,328
25
Female
67,737
Married
1
Master's
null
36.444921
Urban
Premium
null
6
511
9
2021-07-16 15:21:39.107553
Good
No
Monthly
Condo
4,849
1,178,329
56
Female
6,360
Single
null
Master's
Unemployed
26.137556
Urban
Premium
0
16
629
6
2024-02-17 15:21:39.219432
Good
No
Daily
House
271
1,178,330
40
Male
39,739
Divorced
4
Bachelor's
Unemployed
43.595596
Urban
Comprehensive
null
3
590
4
2020-01-10 15:21:39.237118
Average
No
Weekly
Condo
1,580
1,178,331
64
Female
136,548
Married
0
PhD
null
16.376655
Urban
Premium
1
7
483
1
2020-07-01 15:21:39.122134
Good
Yes
Rarely
Apartment
26
1,178,332
30
Male
2,595
Married
0
PhD
null
23.336612
Urban
Premium
3
18
418
5
2023-10-04 15:21:39.134960
Good
No
Monthly
Apartment
731
1,178,333
58
Female
147,856
Divorced
4
Master's
Employed
47.69384
Suburban
Comprehensive
0
9
493
5
2024-04-23 15:21:39.209847
Poor
Yes
Rarely
House
394
1,178,334
61
Female
5,933
Married
2
High School
Unemployed
37.828014
Rural
Comprehensive
null
13
641
3
2021-08-01 15:21:39.281787
Poor
Yes
Daily
House
2,128
1,178,335
32
Female
80,989
Married
2
PhD
null
19.908702
Urban
Comprehensive
2
19
310
5
2020-02-29 15:21:39.107553
Average
No
Rarely
House
3,341
1,178,336
44
Male
5,654
Single
3
Master's
Employed
19.988267
Suburban
Comprehensive
null
4
534
3
2023-09-03 15:21:39.155231
Good
No
Rarely
House
705
1,178,337
21
Male
43,624
Married
0
Bachelor's
Unemployed
16.471098
Rural
Basic
1
5
598
8
2024-03-06 15:21:39.155231
Average
Yes
Daily
Condo
3,967
1,178,338
38
Male
32,460
Single
0
PhD
null
25.343426
Urban
Comprehensive
1
3
388
2
2024-02-22 15:21:39.096739
Average
No
Rarely
Condo
938
1,178,339
43
Female
114,555
Divorced
2
Bachelor's
null
17.79548
Rural
Comprehensive
2
4
390
1
2020-12-03 15:21:39.155231
Good
Yes
Daily
House
870
1,178,340
20
Female
25,235
Divorced
0
Master's
Unemployed
20.05255
Suburban
Premium
null
12
836
8
2022-07-13 15:21:39.155231
Poor
No
Daily
Apartment
1,377
1,178,341
49
Female
9,991
Single
3
Bachelor's
Unemployed
22.717501
Rural
Comprehensive
null
19
380
9
2022-01-30 15:21:39.285112
Average
Yes
Daily
Apartment
493
1,178,342
24
Male
9,851
Divorced
2
High School
Unemployed
35.715882
Rural
Comprehensive
2
2
null
5
2020-08-07 15:21:39.095696
Average
Yes
Weekly
Condo
729
1,178,343
46
Male
23,894
Divorced
0
Master's
Self-Employed
35.868367
Urban
Basic
1
2
796
8
2020-04-04 15:21:39.205850
Average
Yes
Weekly
House
790
1,178,344
48
Female
45,499
Married
2
Master's
Unemployed
27.017777
Urban
Comprehensive
1
17
518
9
2023-06-29 15:21:39.250151
Average
Yes
Daily
Condo
130
1,178,345
47
Male
58,651
Single
2
High School
Self-Employed
7.878274
Suburban
Basic
null
4
409
1
2023-12-31 15:21:39.216387
Good
Yes
Rarely
House
778
1,178,346
22
Male
42,418
Single
1
PhD
null
27.179994
Rural
Comprehensive
0
5
830
6
2023-12-30 15:21:39.285112
Good
No
Monthly
Apartment
2,663
1,178,347
26
Female
80,698
Single
1
High School
null
24.272386
Urban
Premium
1
17
370
5
2024-08-08 15:21:39.134960
Good
Yes
Weekly
House
1,177
1,178,348
59
Male
39,049
Married
3
PhD
Self-Employed
33.107965
Urban
Comprehensive
null
6
523
1
2023-05-17 15:21:39.208842
Poor
Yes
Rarely
Apartment
471
1,178,349
48
Female
95,924
Divorced
4
Master's
Unemployed
22.412938
Rural
Basic
0
3
380
7
2021-06-10 15:21:39.134960
Average
Yes
Daily
Apartment
262
1,178,350
49
Female
61,549
Divorced
0
Bachelor's
null
28.834155
Urban
Basic
1
15
725
7
2021-05-06 15:21:39.164044
Good
No
Monthly
Condo
411
1,178,351
25
Male
24,206
Married
null
Master's
Unemployed
22.928782
Suburban
Premium
4
16
831
1
2024-08-08 15:21:39.237118
Poor
No
Rarely
House
43
1,178,352
53
Female
4,520
Single
1
Master's
null
34.482814
Urban
Basic
3
15
695
6
2020-07-02 15:21:39.235012
Poor
Yes
Weekly
Condo
523
1,178,353
59
Female
6,480
Married
3
Bachelor's
null
18.925869
Urban
Premium
1
5
623
3
2024-08-09 15:21:39.093681
Poor
No
Daily
Apartment
364
1,178,354
50
Male
665
Married
4
PhD
Employed
37.232514
Suburban
Comprehensive
null
19
309
9
2020-09-12 15:21:39.134960
Poor
Yes
Monthly
House
1,804
1,178,355
38
Female
38,212
Married
0
PhD
null
42.937336
Suburban
Premium
0
11
486
4
2023-08-01 15:21:39.272456
Good
Yes
Daily
Condo
517
1,178,356
41
Male
17,094
Divorced
null
PhD
Employed
25.637608
Suburban
Basic
2
13
830
4
2023-06-05 15:21:39.134960
Poor
No
Monthly
Condo
726
1,178,357
42
Female
29,091
Married
4
High School
Self-Employed
31.619091
Rural
Basic
1
12
774
3
2023-06-10 15:21:39.200452
Poor
Yes
Rarely
Condo
391
1,178,358
48
Female
2,832
Married
3
Master's
Unemployed
43.079652
Urban
Basic
null
19
830
9
2022-11-29 15:21:39.283783
Good
No
Daily
House
2,141
1,178,359
36
Female
3,920
Divorced
3
Master's
null
20.647971
Urban
Basic
3
13
454
4
2022-02-13 15:21:39.134960
Average
No
Weekly
House
52
1,178,360
42
Female
38,216
Single
null
Master's
Unemployed
11.816056
Suburban
Premium
1
7
654
3
2020-12-23 15:21:39.144722
Average
No
Daily
Apartment
907
1,178,361
64
Male
82,549
Married
1
Bachelor's
null
33.264521
Suburban
Premium
2
6
683
2
2022-12-25 15:21:39.276901
Good
Yes
Rarely
Apartment
2,070
1,178,362
44
Female
23,579
Married
0
High School
null
4.492835
Rural
Basic
1
12
628
8
2022-12-16 15:21:39.285112
Poor
Yes
Daily
Apartment
489
1,178,363
38
Male
15,954
Single
4
Master's
Employed
8.292113
Suburban
Basic
null
10
772
3
2020-02-07 15:21:39.166062
null
No
Weekly
Apartment
752
1,178,364
55
Female
5,835
Married
1
Bachelor's
Self-Employed
28.275215
Rural
Basic
2
18
472
7
2021-03-22 15:21:39.253660
Average
Yes
Daily
House
536
1,178,365
59
Female
17,092
Single
1
Bachelor's
Self-Employed
42.456928
Urban
Basic
1
19
787
7
2023-05-29 15:21:39.147735
Good
Yes
Daily
House
1,030
1,178,366
32
Female
26,373
Married
3
Bachelor's
Unemployed
46.240126
Suburban
Basic
0
18
607
5
2023-07-06 15:21:39.088124
Good
Yes
Daily
House
1,757
1,178,367
22
Male
37,384
Married
4
PhD
Self-Employed
null
Urban
Basic
0
6
481
8
2020-07-21 15:21:39.117183
Poor
Yes
Daily
Condo
1,167
1,178,368
25
Male
27,189
Married
null
Master's
Self-Employed
22.937252
Suburban
Premium
1
3
847
1
2021-10-23 15:21:39.171102
Average
No
Weekly
Apartment
28
1,178,369
61
Male
15,776
Married
4
High School
null
50.892291
Suburban
Basic
null
4
603
3
2024-06-12 15:21:39.237118
Average
No
Weekly
House
3,246
1,178,370
33
Female
20,676
Married
3
Bachelor's
null
13.867842
Urban
Basic
1
7
453
3
2021-05-15 15:21:39.274993
Poor
Yes
Monthly
Apartment
1,098
1,178,371
57
Female
16,962
Single
4
High School
Self-Employed
5.927462
Urban
Basic
null
14
745
5
2023-07-11 15:21:39.252145
Average
Yes
Monthly
Condo
514
1,178,372
34
Female
22,242
Single
4
High School
Self-Employed
45.685975
Rural
Comprehensive
0
19
null
1
2021-08-26 15:21:39.256696
Average
Yes
Weekly
House
476
1,178,373
60
Male
90,837
Divorced
1
Bachelor's
null
23.555319
Urban
Basic
null
6
556
6
2023-08-20 15:21:39.172097
null
Yes
Daily
Condo
3,279
1,178,374
24
Male
1,420
Single
4
PhD
null
23.426418
Suburban
Basic
4
14
791
1
2020-09-30 15:21:39.082499
Good
No
Daily
House
1,134
1,178,375
40
Female
null
Divorced
2
PhD
Self-Employed
5.358226
Urban
Comprehensive
null
18
405
7
2021-07-21 15:21:39.095696
Poor
No
Monthly
Apartment
925
1,178,376
37
Male
18,031
Divorced
null
PhD
Employed
30.141058
Urban
Premium
null
3
667
6
2022-02-05 15:21:39.250151
Good
No
Daily
Condo
1,044
1,178,377
19
Female
10,962
Single
3
Bachelor's
Self-Employed
20.104944
Rural
Basic
2
16
null
1
2023-03-19 15:21:39.237118
Poor
No
Rarely
House
822
1,178,378
48
Female
50,851
Married
0
PhD
null
37.317546
Rural
Premium
2
14
817
6
2024-01-18 15:21:39.278402
Average
Yes
Rarely
Apartment
2,948
1,178,379
21
Male
31,368
Married
4
PhD
null
10.869361
Suburban
Premium
3
7
778
5
2022-02-04 15:21:39.214388
Good
No
Rarely
Apartment
106
1,178,380
31
Male
24,261
Married
4
High School
null
8.081873
Rural
Comprehensive
null
9
697
9
2019-11-25 15:21:39.092127
null
Yes
Daily
Condo
1,498
1,178,381
64
Female
36,456
Married
4
PhD
Employed
23.879166
Rural
Basic
0
17
618
2
2020-07-30 15:21:39.182597
Poor
No
Weekly
House
1,615
1,178,382
64
Male
36,015
Divorced
1
Bachelor's
null
30.159864
Rural
Premium
2
2
null
2
2023-01-02 15:21:39.155231
Average
No
Daily
House
881
1,178,383
45
Male
5,812
Divorced
1
Bachelor's
null
14.781673
Urban
Basic
1
4
801
3
2021-04-17 15:21:39.286113
Good
No
Monthly
House
1,132
1,178,384
30
Male
15,982
Single
1
Bachelor's
Unemployed
11.519787
Urban
Basic
1
12
644
8
2020-12-28 15:21:39.155231
Average
Yes
Weekly
Apartment
1,216
1,178,385
29
Male
72,744
Single
3
High School
null
16.253342
Rural
Basic
null
15
688
9
2021-04-21 15:21:39.134960
Poor
Yes
Daily
Condo
202
1,178,386
42
Female
11,596
Single
0
Bachelor's
Unemployed
43.787853
Urban
Premium
2
13
513
6
2024-04-06 15:21:39.181605
Poor
Yes
Weekly
House
25
1,178,387
63
Female
9,076
Divorced
4
High School
Employed
null
Urban
Basic
null
7
null
2
2022-10-26 15:21:39.190215
Average
No
Weekly
Apartment
735
1,178,388
52
Male
13,672
Married
0
High School
Employed
39.037927
Rural
Comprehensive
2
13
598
6
2023-08-10 15:21:39.217387
Average
No
Weekly
House
571
1,178,389
56
Male
131,171
Married
4
PhD
null
51.633948
Suburban
Basic
0
14
null
4
2020-11-13 15:21:39.172097
Good
Yes
Monthly
Apartment
514
1,178,390
19
Female
38,323
Married
4
High School
null
11.074435
Suburban
Basic
3
6
816
7
2021-08-14 15:21:39.237118
Good
No
Weekly
Apartment
1,404
1,178,391
45
Female
35,670
Single
2
PhD
Employed
8.59367
Urban
Comprehensive
2
12
761
1
2022-01-29 15:21:39.209847
Poor
Yes
Daily
Apartment
703
1,178,392
29
Female
12,094
Single
2
Bachelor's
null
17.001291
Suburban
Comprehensive
0
2
516
2
2021-07-04 15:21:39.144722
Average
No
Daily
House
449
1,178,393
36
Male
93,601
Divorced
3
Bachelor's
null
29.352721
Rural
Basic
1
19
609
2
2021-12-15 15:21:39.237118
Poor
Yes
Daily
House
310
1,178,394
20
Male
77,920
Divorced
null
Bachelor's
Unemployed
24.397849
Rural
Comprehensive
3
7
796
1
2024-08-12 15:21:39.245086
Poor
Yes
Monthly
Apartment
2,545
1,178,395
52
Male
1,258
Single
2
Master's
Unemployed
28.908416
Suburban
Basic
2
13
727
4
2023-02-08 15:21:39.196387
Poor
Yes
Daily
Apartment
1,598
1,178,396
40
Male
13,025
Single
2
Bachelor's
null
40.933742
Rural
Basic
1
0
830
3
2023-02-24 15:21:39.205850
Average
Yes
Monthly
Condo
1,819
1,178,397
52
Female
37,971
Single
4
PhD
Employed
36.637725
Rural
Basic
0
10
647
9
2024-02-29 15:21:39.182597
null
No
Rarely
Apartment
3,138
1,178,398
63
Male
26,395
Divorced
2
Master's
null
null
Rural
Basic
1
0
565
3
2020-09-20 15:21:39.086123
Good
Yes
Daily
Apartment
49
1,178,399
50
Female
7,907
Single
0
Bachelor's
null
30.7209
Rural
Comprehensive
0
4
830
9
2020-07-20 15:21:39.155231
Poor
No
Monthly
Apartment
975