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
1,165,300
20
Male
91,468
Married
1
Bachelor's
Self-Employed
10.711645
Urban
Basic
null
18
574
7
2024-07-20 15:21:39.232526
Average
Yes
Daily
Apartment
325
1,165,301
54
Female
26,700
null
0
High School
null
12.836791
Suburban
Premium
null
13
778
6
2023-09-28 15:21:39.256696
Poor
Yes
Weekly
Apartment
1,608
1,165,302
63
Female
143,549
Single
2
Bachelor's
Unemployed
47.907404
Urban
Basic
0
8
null
1
2021-04-25 15:21:39.237118
Poor
Yes
Rarely
Apartment
320
1,165,303
56
Male
35,701
Single
1
PhD
null
36.560629
Urban
Comprehensive
2
13
null
1
2022-10-04 15:21:39.282785
Average
Yes
Weekly
House
1,756
1,165,304
46
Female
7,053
Married
2
Bachelor's
null
null
Suburban
Premium
1
18
527
5
2023-07-02 15:21:39.176717
Good
No
Daily
House
1,355
1,165,305
51
Female
5,864
Single
1
Bachelor's
Unemployed
22.829099
Urban
Premium
0
0
576
8
2024-03-25 15:21:39.192212
Average
No
Rarely
House
1,568
1,165,306
22
Male
73,052
Single
1
PhD
Unemployed
23.907105
Rural
Comprehensive
0
4
696
3
2023-02-26 15:21:39.259788
Good
No
Weekly
House
68
1,165,307
42
Female
36,628
Single
4
PhD
Self-Employed
6.092121
Suburban
Comprehensive
1
1
625
9
2021-01-24 15:21:39.237118
Poor
No
Weekly
Condo
1,347
1,165,308
26
Male
35,357
Divorced
1
Bachelor's
null
7.446431
Rural
Comprehensive
1
10
467
1
2020-03-13 15:21:39.130190
Good
Yes
Daily
Apartment
36
1,165,309
25
Male
76,690
Single
3
Bachelor's
Self-Employed
38.829735
Rural
Basic
2
16
643
5
2022-03-02 15:21:39.145732
null
Yes
Daily
Apartment
1,631
1,165,310
55
Male
43,924
Married
2
Master's
Self-Employed
17.567213
Rural
Basic
0
15
null
3
2024-03-12 15:21:39.188220
Average
Yes
Weekly
House
804
1,165,311
19
Female
27,881
Single
2
High School
Self-Employed
24.639131
Suburban
Basic
1
6
772
8
2022-08-08 15:21:39.263607
Good
Yes
Rarely
House
1,044
1,165,312
30
Female
1,499
Divorced
3
Bachelor's
Employed
25.661155
Rural
Comprehensive
2
9
594
6
2020-06-16 15:21:39.176717
Good
No
Rarely
House
748
1,165,313
63
Female
17,081
Divorced
0
High School
null
48.938505
Rural
Comprehensive
null
11
692
2
2021-08-07 15:21:39.102694
Average
No
Weekly
Condo
1,579
1,165,314
55
Male
2,086
Divorced
1
High School
null
18.952268
Urban
Comprehensive
null
15
467
9
2020-04-01 15:21:39.121169
Poor
Yes
Weekly
House
2,765
1,165,315
47
Male
61,488
Divorced
3
High School
Unemployed
28.065803
Urban
Premium
null
18
843
4
2020-09-12 15:21:39.176717
Average
No
Rarely
Apartment
391
1,165,316
34
Female
121,894
Single
3
Master's
Self-Employed
15.051219
Suburban
Premium
0
5
477
3
2021-01-19 15:21:39.282785
Good
Yes
Daily
Apartment
323
1,165,317
62
Male
104,985
Divorced
0
PhD
Employed
41.057922
Urban
Comprehensive
0
1
361
6
2021-07-03 15:21:39.250151
Average
Yes
Monthly
House
723
1,165,318
63
Male
1,277
Married
4
High School
Unemployed
6.937233
Urban
Comprehensive
null
14
498
2
2024-02-04 15:21:39.120168
Good
Yes
Daily
Condo
1,047
1,165,319
54
Female
17,054
Single
4
High School
Employed
23.557879
Rural
Comprehensive
1
8
479
5
2021-01-28 15:21:39.155231
Good
Yes
Monthly
Condo
882
1,165,320
47
Male
4,908
Divorced
0
Master's
Employed
17.739373
Suburban
Premium
0
13
637
7
2021-11-16 15:21:39.273973
Good
Yes
Weekly
Condo
2,350
1,165,321
32
Male
36,102
Married
2
High School
Unemployed
11.935398
Rural
Basic
0
8
631
4
2020-11-30 15:21:39.110557
Poor
Yes
Daily
Apartment
1,196
1,165,322
30
Female
15,556
Single
1
Master's
Unemployed
21.924995
Urban
Comprehensive
null
18
833
7
2021-07-04 15:21:39.133866
Good
Yes
Rarely
Condo
1,105
1,165,323
47
Female
5,542
null
4
Bachelor's
Self-Employed
10.702912
Urban
Comprehensive
0
17
782
2
2023-01-07 15:21:39.155231
Average
No
Rarely
Apartment
498
1,165,324
46
Male
57,726
Divorced
2
Master's
null
null
Urban
Comprehensive
0
15
668
2
2022-09-03 15:21:39.143708
null
No
Monthly
House
1,765
1,165,325
50
Male
29,093
Single
0
Bachelor's
null
47.567455
Rural
Comprehensive
null
14
712
8
2022-07-10 15:21:39.155231
Good
No
Weekly
House
593
1,165,326
57
Male
15,559
Married
1
Master's
Unemployed
15.520183
Urban
Basic
0
10
707
3
2021-01-28 15:21:39.222387
Average
No
Monthly
Apartment
1,452
1,165,327
25
Male
22,253
Divorced
2
Master's
Unemployed
33.964266
Suburban
Premium
1
3
809
3
2020-10-05 15:21:39.111551
Good
Yes
Rarely
Condo
112
1,165,328
58
Female
null
Married
4
High School
null
27.771609
Rural
Basic
3
19
682
1
2020-09-09 15:21:39.194829
Poor
No
Daily
Apartment
202
1,165,329
27
Male
140,198
Married
3
Master's
Self-Employed
28.183817
Rural
Premium
0
9
464
3
2021-09-24 15:21:39.164044
Average
Yes
Monthly
Condo
2,482
1,165,330
60
Male
9,194
Divorced
4
High School
Employed
17.54489
Urban
Basic
2
8
635
6
2021-07-19 15:21:39.200452
Good
No
Rarely
House
647
1,165,331
43
Male
17,092
Single
2
High School
Employed
35.115919
Urban
Comprehensive
null
16
731
2
2021-12-22 15:21:39.289099
Average
Yes
Daily
Condo
1,256
1,165,332
50
Male
18,281
Single
3
Master's
Self-Employed
20.828643
Rural
Premium
null
12
475
1
2022-02-26 15:21:39.092127
Average
Yes
Rarely
House
307
1,165,333
28
Female
667
Divorced
null
Master's
Employed
24.717945
Suburban
Basic
2
18
512
3
2021-06-13 15:21:39.155231
Good
No
Weekly
Apartment
1,465
1,165,334
58
Female
102,616
Married
0
Bachelor's
null
38.342712
Suburban
Basic
0
11
464
6
2020-09-17 15:21:39.166062
Good
No
Monthly
Apartment
279
1,165,335
37
Female
14,013
Married
0
Master's
Employed
45.482903
Suburban
Basic
3
0
388
6
2020-08-29 15:21:39.172097
Average
No
Monthly
House
483
1,165,336
52
Male
29,062
Divorced
4
High School
Employed
17.61175
Rural
Comprehensive
1
9
656
4
2020-10-21 15:21:39.131192
Average
No
Rarely
Apartment
1,616
1,165,337
22
Male
9,139
Single
null
Bachelor's
null
38.271015
Rural
Basic
1
18
689
7
2023-12-07 15:21:39.206847
Average
No
Weekly
House
399
1,165,338
37
Male
17,227
Single
4
PhD
Unemployed
9.748539
Urban
Basic
2
14
542
7
2020-12-21 15:21:39.289099
Good
No
Rarely
Apartment
2,574
1,165,339
53
Female
44,354
Divorced
1
Master's
Self-Employed
35.571269
Suburban
Premium
1
4
622
9
2023-03-16 15:21:39.134960
Good
Yes
Weekly
Apartment
726
1,165,340
58
Female
2,742
Divorced
null
Bachelor's
Employed
31.773849
Suburban
Basic
0
5
417
6
2023-04-18 15:21:39.164044
Average
Yes
Weekly
House
1,297
1,165,341
49
Female
11,584
Divorced
2
Bachelor's
Unemployed
19.876275
Rural
Premium
null
4
null
8
2022-01-10 15:21:39.155231
Good
Yes
Weekly
Condo
1,526
1,165,342
33
Female
93,989
Married
1
PhD
null
39.902307
Urban
Comprehensive
0
12
416
4
2021-09-07 15:21:39.134960
Good
No
Rarely
House
2,134
1,165,343
45
Male
11,862
Married
2
Bachelor's
Unemployed
6.473901
Rural
Comprehensive
1
6
571
4
2023-11-28 15:21:39.130190
Poor
No
Daily
House
662
1,165,344
31
Female
44,012
Married
0
High School
Unemployed
14.880081
Urban
Basic
1
18
818
5
2020-01-28 15:21:39.253660
Average
No
Daily
Condo
1,335
1,165,345
47
Female
4,854
Married
1
High School
Unemployed
15.977943
Suburban
Basic
null
9
547
8
2021-05-23 15:21:39.237118
Poor
Yes
Rarely
Condo
2,097
1,165,346
54
Male
11,539
Single
null
PhD
Employed
23.279027
Suburban
Basic
null
3
588
9
2024-08-02 15:21:39.172097
Average
Yes
Monthly
Condo
647
1,165,347
55
Male
17,338
Divorced
null
PhD
Employed
40.412537
Rural
Premium
1
4
571
9
2023-10-13 15:21:39.144722
Poor
No
Daily
Apartment
651
1,165,348
30
Female
1,609
Single
3
PhD
Employed
21.443558
Rural
Comprehensive
1
13
413
5
2022-04-02 15:21:39.168099
Good
Yes
Daily
Apartment
477
1,165,349
36
Male
118,031
Married
3
PhD
Employed
null
Rural
Comprehensive
null
1
702
5
2021-09-04 15:21:39.122134
Poor
No
Weekly
Condo
3,858
1,165,350
40
Female
16,913
Single
3
Master's
Self-Employed
16.252032
Rural
Basic
3
0
null
9
2022-09-29 15:21:39.219432
Good
Yes
Daily
Apartment
554
1,165,351
43
Male
120,790
Divorced
1
High School
Self-Employed
16.419945
Suburban
Comprehensive
2
5
733
7
2024-03-28 15:21:39.237118
Average
No
Rarely
House
430
1,165,352
61
Female
24,897
Single
1
PhD
Unemployed
25.556846
Urban
Basic
null
16
537
7
2021-02-08 15:21:39.134960
Average
No
Weekly
House
496
1,165,353
36
Female
65,289
Married
4
Bachelor's
Employed
45.805562
Suburban
Basic
null
16
768
2
2020-09-01 15:21:39.172097
Good
No
Weekly
Apartment
90
1,165,354
35
Male
76,896
Single
2
High School
Unemployed
24.955334
Rural
Comprehensive
null
17
749
7
2020-11-29 15:21:39.237118
Good
Yes
Rarely
Apartment
273
1,165,355
40
Female
627
Single
4
Bachelor's
Self-Employed
11.423917
Rural
Premium
1
14
434
7
2022-04-17 15:21:39.288099
Good
Yes
Rarely
Apartment
1,114
1,165,356
34
Female
9,514
Divorced
4
Bachelor's
null
6.813379
Suburban
Comprehensive
1
15
798
8
2022-09-06 15:21:39.180553
null
No
Rarely
Condo
95
1,165,357
64
Male
20,616
Divorced
1
Bachelor's
null
28.977392
Urban
Comprehensive
null
10
812
8
2021-03-25 15:21:39.134960
Poor
Yes
Rarely
Condo
964
1,165,358
18
Female
139,987
Divorced
0
High School
null
23.918122
Urban
Comprehensive
2
0
328
7
2020-06-21 15:21:39.174719
Average
Yes
Monthly
House
1,206
1,165,359
22
Female
40,552
Married
0
Bachelor's
Employed
30.829905
Rural
Basic
0
17
646
8
2022-09-01 15:21:39.237118
Poor
Yes
Daily
House
1,176
1,165,360
33
Female
7,072
Married
0
High School
Employed
43.128968
Rural
Basic
1
15
684
4
2019-09-24 15:21:39.155231
Good
No
Monthly
House
855
1,165,361
38
Male
33,584
Divorced
3
PhD
Unemployed
24.571355
Suburban
Comprehensive
0
12
null
5
2019-10-15 15:21:39.092127
null
No
Daily
House
921
1,165,362
53
Female
59,724
Single
4
PhD
Employed
7.664301
Rural
Premium
1
8
484
8
2022-12-25 15:21:39.237118
Average
No
Monthly
House
2,522
1,165,363
61
Male
20,389
Single
null
PhD
Self-Employed
11.13806
Suburban
Comprehensive
3
1
586
2
2021-02-18 15:21:39.155231
Average
Yes
Rarely
House
812
1,165,364
60
Female
6,051
Divorced
2
Bachelor's
Unemployed
16.479945
Rural
Basic
0
12
330
8
2019-11-19 15:21:39.081504
Good
Yes
Monthly
Apartment
1,483
1,165,365
34
Female
51,352
Single
3
PhD
Self-Employed
28.681921
Urban
Basic
0
10
319
9
2021-11-30 15:21:39.155231
Average
Yes
Weekly
Condo
78
1,165,366
64
Female
25,683
Single
3
High School
null
30.144635
Rural
Basic
2
2
498
4
2023-12-04 15:21:39.225916
Average
No
Daily
Condo
1,149
1,165,367
34
Female
1,027
Divorced
4
Master's
Unemployed
20.555621
Suburban
Basic
0
13
496
6
2022-04-22 15:21:39.134960
Poor
Yes
Monthly
Apartment
617
1,165,368
19
Female
22,915
Married
0
High School
Self-Employed
21.141092
Suburban
Premium
null
16
820
1
2021-12-14 15:21:39.098696
Good
No
Daily
House
954
1,165,369
31
Female
99,531
Divorced
4
Master's
null
49.671611
Urban
Comprehensive
0
15
395
8
2020-07-20 15:21:39.237118
Average
Yes
Weekly
Condo
295
1,165,370
48
Male
19,793
Divorced
1
Master's
Employed
25.922668
Suburban
Comprehensive
1
11
332
1
2022-01-26 15:21:39.206847
Poor
No
Monthly
Condo
1,101
1,165,371
64
Female
27,358
Married
1
Master's
null
40.353587
Urban
Comprehensive
null
0
673
9
2023-12-07 15:21:39.155231
Good
Yes
Weekly
Apartment
1,077
1,165,372
21
Male
57,796
Divorced
4
Bachelor's
Unemployed
null
Urban
Premium
null
9
316
8
2023-11-18 15:21:39.111551
null
No
Daily
House
489
1,165,373
43
Male
3,173
Divorced
1
Master's
Employed
29.834383
Rural
Comprehensive
4
1
null
8
2021-03-19 15:21:39.181605
Average
Yes
Weekly
House
746
1,165,374
41
Female
14,569
Married
null
High School
null
12.703944
Rural
Comprehensive
0
7
591
9
2020-11-25 15:21:39.097737
Good
No
Rarely
House
592
1,165,375
56
Male
10,552
Divorced
4
Master's
Self-Employed
19.906322
Suburban
Premium
null
18
null
9
2024-07-21 15:21:39.091080
Average
No
Weekly
Apartment
21
1,165,376
37
Female
36,555
Single
2
PhD
Unemployed
null
Suburban
Premium
null
16
614
6
2023-04-13 15:21:39.237118
Good
Yes
Monthly
House
656
1,165,377
48
Male
79,950
Single
1
Bachelor's
Unemployed
7.24578
Urban
Premium
2
16
657
6
2020-09-06 15:21:39.134960
Good
Yes
Daily
House
35
1,165,378
39
Male
2,708
Divorced
4
Bachelor's
Self-Employed
6.913408
Urban
Premium
null
15
785
4
2023-06-01 15:21:39.087123
Average
No
Daily
Apartment
327
1,165,379
61
Male
37,156
Divorced
3
PhD
null
26.512578
Suburban
Basic
1
12
372
5
2023-01-10 15:21:39.197445
Average
No
Daily
Condo
728
1,165,380
35
Male
75,907
Single
1
Bachelor's
null
18.66443
Urban
Premium
null
15
434
4
2023-09-09 15:21:39.155231
Average
Yes
Daily
Condo
1,709
1,165,381
28
Male
15,886
Single
4
PhD
null
17.927219
Rural
Premium
0
6
685
1
2020-12-10 15:21:39.097737
Poor
No
Rarely
House
715
1,165,382
39
Female
94,078
Single
3
Bachelor's
null
14.613849
Suburban
Basic
1
4
769
1
2021-04-22 15:21:39.244069
Poor
Yes
Weekly
House
49
1,165,383
39
Male
24,996
Divorced
null
High School
Unemployed
44.591236
Urban
Premium
1
7
null
7
2021-06-22 15:21:39.237118
Average
No
Rarely
Apartment
3,717
1,165,384
33
Female
29,073
Divorced
0
PhD
null
23.277843
Urban
Comprehensive
null
18
461
8
2022-04-06 15:21:39.081504
Average
No
Rarely
Condo
582
1,165,385
34
Female
34,686
Married
2
Master's
Self-Employed
28.479996
Suburban
Comprehensive
2
10
null
4
2022-07-04 15:21:39.155231
Good
Yes
Monthly
Condo
3,289
1,165,386
59
Male
17,086
Divorced
0
PhD
null
21.868841
Urban
Comprehensive
0
11
621
8
2020-01-23 15:21:39.172097
Good
Yes
Weekly
House
547
1,165,387
27
Male
12,086
Married
4
PhD
null
37.280196
Rural
Comprehensive
null
3
776
3
2024-02-23 15:21:39.172097
null
Yes
Rarely
Condo
20
1,165,388
48
Female
12,193
Divorced
0
Master's
Self-Employed
37.508401
Suburban
Premium
1
10
758
1
2020-11-04 15:21:39.134960
Average
Yes
Weekly
Condo
3,275
1,165,389
18
Female
29,058
Single
0
Master's
Employed
24.722866
Urban
Basic
null
15
765
1
2023-12-29 15:21:39.134960
Poor
Yes
Weekly
House
1,526
1,165,390
40
Male
3,100
Single
2
High School
null
null
Rural
Comprehensive
null
14
null
3
2021-10-15 15:21:39.143708
Good
Yes
Monthly
Apartment
740
1,165,391
59
Female
13,547
Single
1
Master's
Unemployed
28.998919
Rural
Basic
1
0
783
8
2023-05-25 15:21:39.260856
Poor
Yes
Daily
Condo
3,018
1,165,392
42
Male
4,939
Single
0
Master's
Self-Employed
20.64067
Rural
Premium
0
8
614
1
2020-09-01 15:21:39.224915
Poor
No
Weekly
Apartment
49
1,165,393
33
Male
31,005
Single
4
High School
Unemployed
8.992751
Urban
Premium
null
14
521
7
2023-12-26 15:21:39.120168
Poor
No
Monthly
House
837
1,165,394
41
Male
73,896
Divorced
2
Bachelor's
Employed
41.171134
Suburban
Premium
1
8
833
4
2021-10-30 15:21:39.086123
Average
No
Weekly
House
382
1,165,395
62
Female
24,586
Single
2
Master's
Unemployed
22.304786
Suburban
Premium
0
7
704
8
2022-09-27 15:21:39.172097
Average
Yes
Rarely
House
437
1,165,396
58
Male
20,683
Married
3
Master's
Unemployed
50.553697
Urban
Premium
1
9
739
2
2020-12-28 15:21:39.104139
Average
No
Rarely
Apartment
557
1,165,397
61
Female
8,842
Married
3
High School
null
21.967843
Urban
Comprehensive
1
10
586
7
2020-04-27 15:21:39.208842
Average
Yes
Daily
House
1,714
1,165,398
18
Male
14,894
Married
4
PhD
Unemployed
16.490845
Rural
Comprehensive
1
2
552
4
2020-04-11 15:21:39.080440
Poor
Yes
Rarely
House
489
1,165,399
44
Male
2,420
Divorced
0
Bachelor's
Unemployed
44.081578
Rural
Premium
3
0
702
6
2020-11-06 15:21:39.237118
Average
Yes
Rarely
Apartment
21