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
1,167,400
55
Female
83,622
Married
0
PhD
Employed
22.886709
Rural
Comprehensive
0
0
349
7
2022-05-23 15:21:39.106582
Poor
No
Rarely
Apartment
591
1,167,401
44
Male
null
Single
1
PhD
Unemployed
null
Rural
Comprehensive
null
2
819
2
2021-07-25 15:21:39.279729
Good
Yes
Monthly
Apartment
119
1,167,402
49
Male
18,371
Single
1
Bachelor's
null
20.035634
Rural
Basic
1
7
461
5
2021-09-14 15:21:39.237118
Poor
No
Monthly
Condo
1,121
1,167,403
28
Male
25,265
Married
2
High School
null
21.981879
Urban
Premium
2
11
null
2
2021-09-05 15:21:39.192212
Average
Yes
Daily
Condo
2,122
1,167,404
57
Female
93,844
Married
1
Master's
Unemployed
42.484904
Rural
Comprehensive
2
15
567
9
2023-05-18 15:21:39.134960
Poor
Yes
Monthly
House
2,136
1,167,405
45
Female
7,175
Divorced
2
PhD
Unemployed
28.929514
Suburban
Comprehensive
1
14
683
6
2021-03-21 15:21:39.144722
Good
No
Weekly
House
804
1,167,406
58
Male
9,214
Divorced
2
Master's
Unemployed
6.318896
Urban
Basic
1
7
797
3
2021-05-11 15:21:39.225916
Poor
Yes
Daily
Apartment
296
1,167,407
18
Female
67,805
Divorced
3
PhD
Self-Employed
23.902125
Rural
Comprehensive
2
18
652
5
2019-12-22 15:21:39.114118
Good
No
Rarely
Apartment
2,133
1,167,408
38
Female
null
Married
2
Master's
Self-Employed
30.243034
Suburban
Comprehensive
null
4
639
2
2023-03-21 15:21:39.146733
Average
No
Monthly
House
120
1,167,409
38
Male
44,257
Single
1
High School
Employed
39.29962
Urban
Comprehensive
null
8
432
9
2023-06-22 15:21:39.106582
Average
Yes
Rarely
Apartment
1,308
1,167,410
38
Female
46,972
Divorced
4
PhD
Employed
26.928873
Suburban
Basic
1
14
488
2
2020-09-27 15:21:39.087123
Poor
Yes
Weekly
Condo
261
1,167,411
37
Female
4,658
Divorced
4
PhD
Self-Employed
38.599788
Rural
Premium
1
11
582
4
2021-11-16 15:21:39.206847
Poor
Yes
Rarely
House
98
1,167,412
53
Male
30,213
Divorced
2
Master's
Unemployed
22.507721
Urban
Basic
1
18
689
7
2024-04-03 15:21:39.237118
Average
Yes
Daily
Condo
262
1,167,413
62
Male
66,924
Divorced
null
PhD
Unemployed
13.094122
Urban
Premium
0
19
324
4
2021-04-30 15:21:39.115178
Good
Yes
Rarely
House
646
1,167,414
38
Female
103,295
Single
2
High School
null
13.82937
Suburban
Comprehensive
0
16
586
5
2023-10-31 15:21:39.092127
Good
No
Weekly
Apartment
101
1,167,415
null
Male
27,826
Married
2
PhD
Self-Employed
34.040435
Suburban
Comprehensive
0
4
684
2
2023-03-19 15:21:39.204201
Poor
Yes
Monthly
Apartment
318
1,167,416
59
Female
9,025
Married
0
Master's
Unemployed
28.362742
Urban
Comprehensive
1
9
828
7
2022-06-19 15:21:39.129190
Poor
No
Daily
Condo
2,672
1,167,417
null
Female
29,474
Married
4
Master's
Employed
47.652894
Urban
Premium
null
0
381
1
2022-06-08 15:21:39.129190
Poor
Yes
Daily
House
45
1,167,418
28
Male
76,391
Single
1
PhD
Self-Employed
29.923009
Rural
Basic
null
19
533
2
2021-02-11 15:21:39.134960
Average
Yes
Monthly
House
182
1,167,419
34
Male
801
Single
0
Bachelor's
Self-Employed
27.664878
Suburban
Premium
1
9
757
4
2021-08-01 15:21:39.134960
null
Yes
Weekly
Condo
724
1,167,420
57
Male
15,016
Married
3
Master's
null
19.813359
Suburban
Premium
null
12
null
7
2020-01-11 15:21:39.283783
Good
Yes
Monthly
Apartment
205
1,167,421
47
Female
6,566
Divorced
4
Master's
Employed
11.396866
Rural
Premium
null
11
682
2
2020-01-11 15:21:39.202448
Poor
No
Daily
Apartment
860
1,167,422
62
Male
924
Divorced
4
PhD
null
27.982625
Urban
Comprehensive
1
9
803
8
2021-05-16 15:21:39.155231
null
Yes
Daily
House
921
1,167,423
47
Female
5,037
Single
3
Bachelor's
Self-Employed
20.481646
Rural
Premium
null
1
767
5
2019-08-25 15:21:39.229482
Poor
Yes
Monthly
Apartment
916
1,167,424
null
Male
22,414
Divorced
3
PhD
null
17.647877
Urban
Premium
1
4
null
3
2021-06-30 15:21:39.290098
Good
No
Monthly
Condo
2,268
1,167,425
32
Female
130,380
Divorced
4
Master's
Employed
29.233834
Suburban
Premium
0
13
308
3
2023-02-09 15:21:39.251142
Poor
Yes
Weekly
Apartment
1,309
1,167,426
27
Male
28,280
Married
2
Bachelor's
null
18.147095
Rural
Basic
4
1
671
4
2022-05-20 15:21:39.274993
Average
Yes
Weekly
House
1,044
1,167,427
48
Male
44,809
Single
0
High School
null
22.58972
Urban
Premium
2
8
812
7
2021-09-15 15:21:39.134960
Good
Yes
Monthly
House
890
1,167,428
33
Male
2,481
Married
2
Master's
Employed
31.008927
Rural
Basic
null
9
307
2
2020-12-15 15:21:39.080440
Poor
Yes
Daily
House
1,043
1,167,429
52
Male
7,568
Single
2
Master's
Employed
40.882803
Rural
Basic
null
3
null
2
2022-04-16 15:21:39.082499
Good
Yes
Weekly
Apartment
66
1,167,430
23
Female
58,536
Divorced
1
High School
Unemployed
8.084377
Urban
Premium
4
8
816
3
2021-04-13 15:21:39.281787
null
Yes
Daily
Condo
1,042
1,167,431
30
Female
26,681
Married
null
Bachelor's
Self-Employed
12.986948
Rural
Comprehensive
1
11
774
4
2020-08-05 15:21:39.224915
Average
No
Rarely
House
703
1,167,432
47
Male
629
Single
2
PhD
Unemployed
null
Urban
Premium
1
6
null
7
2021-08-31 15:21:39.231531
Good
No
Rarely
House
2,349
1,167,433
49
Male
59,492
Married
2
PhD
Self-Employed
27.294214
Suburban
Premium
null
12
637
2
2020-12-02 15:21:39.155231
Poor
Yes
Daily
Condo
143
1,167,434
33
Female
26,861
Single
4
PhD
null
19.979326
Suburban
Premium
0
7
836
5
2023-09-18 15:21:39.237118
Poor
No
Weekly
Apartment
1,225
1,167,435
53
Female
37,991
Married
2
Master's
Employed
12.653468
Suburban
Premium
0
15
651
2
2023-02-21 15:21:39.231531
Poor
Yes
Rarely
House
2,932
1,167,436
24
Female
8,051
Single
1
PhD
Unemployed
16.077494
Suburban
Premium
2
5
521
5
2020-11-21 15:21:39.224915
Poor
Yes
Weekly
Apartment
995
1,167,437
41
Male
4,378
Single
3
PhD
null
51.959805
Rural
Premium
0
18
710
3
2023-03-28 15:21:39.223901
Average
No
Rarely
House
577
1,167,438
44
Male
10,069
Single
null
Master's
null
19.907213
Rural
Basic
0
8
673
2
2022-09-17 15:21:39.181605
Poor
Yes
Monthly
House
1,149
1,167,439
28
Female
35,347
Married
null
PhD
null
9.094167
Suburban
Premium
null
1
774
5
2020-09-08 15:21:39.097737
Good
No
Monthly
Apartment
827
1,167,440
33
Male
18,093
Married
0
Master's
null
10.723363
Urban
Premium
2
0
842
7
2019-09-12 15:21:39.134960
Poor
No
Daily
Apartment
1,405
1,167,441
59
Male
null
Single
2
High School
Unemployed
51.922605
Rural
Premium
0
0
845
1
2021-06-29 15:21:39.131192
Average
No
Weekly
Condo
1,008
1,167,442
63
Male
74,093
Divorced
1
PhD
Unemployed
17.927304
Urban
Basic
0
6
437
2
2022-01-14 15:21:39.086123
Average
No
Weekly
House
1,242
1,167,443
41
Male
10,693
Married
0
PhD
Unemployed
15.992147
Suburban
Premium
1
10
null
8
2020-04-13 15:21:39.106582
Average
No
Daily
Condo
80
1,167,444
51
Male
4,640
Married
3
Master's
Unemployed
48.9171
Urban
Premium
2
7
447
2
2023-02-02 15:21:39.255696
Average
Yes
Rarely
Apartment
781
1,167,445
38
Female
72,925
Divorced
0
High School
Self-Employed
42.98236
Rural
Comprehensive
1
9
806
1
2023-08-25 15:21:39.252145
Good
No
Daily
Apartment
60
1,167,446
21
Male
95,887
Married
4
Bachelor's
Employed
31.013602
Urban
Basic
null
15
306
5
2021-03-26 15:21:39.213373
Average
No
Weekly
Apartment
449
1,167,447
45
Female
474
Single
4
Master's
null
32.052038
Suburban
Comprehensive
1
4
624
6
2019-10-22 15:21:39.096739
null
Yes
Monthly
Apartment
2,140
1,167,448
57
Female
6,730
Single
4
PhD
Employed
27.459939
Rural
Basic
null
0
802
1
2021-05-06 15:21:39.283783
Good
Yes
Monthly
Condo
894
1,167,449
25
Male
79,972
Married
1
Bachelor's
null
9.688826
Rural
Comprehensive
2
14
564
3
2020-12-30 15:21:39.155231
Poor
Yes
Monthly
Condo
35
1,167,450
61
Male
6,829
Married
null
PhD
Self-Employed
37.974233
Suburban
Premium
1
9
552
2
2023-11-15 15:21:39.105504
Poor
No
Monthly
Condo
1,513
1,167,451
19
Male
15,762
Single
3
Bachelor's
Unemployed
24.55752
Urban
Comprehensive
null
10
814
4
2020-05-17 15:21:39.254678
Average
Yes
Rarely
House
30
1,167,452
34
Male
72,963
Married
0
Bachelor's
null
47.355814
Suburban
Basic
1
3
313
8
2023-08-24 15:21:39.202448
Average
Yes
Weekly
House
101
1,167,453
40
Male
7,422
Divorced
3
Master's
Unemployed
16.797054
Urban
Comprehensive
1
17
641
3
2020-09-11 15:21:39.259788
Average
Yes
Weekly
Apartment
1,119
1,167,454
47
Male
80,040
Divorced
4
High School
Self-Employed
19.270042
Suburban
Premium
0
2
572
1
2020-07-25 15:21:39.255696
Good
No
Weekly
Apartment
83
1,167,455
22
Female
6,966
Divorced
4
Bachelor's
null
33.827301
Urban
Premium
1
12
822
2
2020-10-01 15:21:39.248098
Good
No
Monthly
Condo
752
1,167,456
39
Female
25,837
Divorced
0
High School
null
9.253495
Urban
Basic
1
3
808
3
2022-12-04 15:21:39.250151
Average
No
Monthly
House
548
1,167,457
54
Female
43,493
Single
null
Master's
Self-Employed
21.572515
Suburban
Comprehensive
0
17
803
6
2023-03-08 15:21:39.082499
Average
Yes
Weekly
Condo
1,029
1,167,458
55
Female
13,982
Single
2
High School
Self-Employed
14.096117
Rural
Basic
1
16
813
9
2024-01-17 15:21:39.237118
Poor
Yes
Monthly
Apartment
521
1,167,459
36
Female
973
Married
4
Master's
Employed
16.9444
Urban
Premium
2
16
363
2
2020-05-02 15:21:39.123711
Average
Yes
Monthly
Condo
643
1,167,460
56
Male
140,563
Single
0
PhD
Unemployed
31.434923
Urban
Basic
1
0
478
6
2020-05-25 15:21:39.082499
Good
Yes
Weekly
Apartment
38
1,167,461
19
Female
17,113
Divorced
3
Bachelor's
Employed
28.571739
Rural
Basic
0
19
402
5
2020-11-09 15:21:39.087123
Poor
Yes
Daily
House
738
1,167,462
62
Male
7,917
Divorced
1
High School
Self-Employed
14.944101
Suburban
Premium
1
12
554
5
2023-06-15 15:21:39.170099
Good
No
Daily
Condo
860
1,167,463
27
Male
24,595
Married
2
Master's
Self-Employed
43.749446
Urban
Premium
1
11
463
8
2021-09-03 15:21:39.152732
Good
Yes
Monthly
House
977
1,167,464
21
Male
34,686
Single
4
Master's
null
12.542251
Rural
Premium
0
7
728
5
2019-10-12 15:21:39.245086
Poor
No
Monthly
Apartment
434
1,167,465
58
Female
null
Divorced
2
High School
Employed
19.96634
Suburban
Comprehensive
1
17
699
5
2022-11-16 15:21:39.166062
Poor
Yes
Daily
Condo
282
1,167,466
21
Male
8,984
Single
2
Master's
Self-Employed
36.724078
Urban
Basic
0
13
708
6
2022-03-02 15:21:39.237118
Good
Yes
Weekly
House
538
1,167,467
51
Male
68,983
Divorced
3
Master's
Employed
16.317423
Rural
Premium
2
1
680
1
2023-09-18 15:21:39.192212
Average
Yes
Daily
Apartment
2,211
1,167,468
19
Male
8,063
Divorced
3
High School
null
25.822886
Urban
Comprehensive
1
16
694
8
2021-07-08 15:21:39.172097
Average
Yes
Rarely
Condo
543
1,167,469
46
Female
34,588
Married
1
PhD
null
34.790083
Suburban
Premium
1
2
811
6
2020-03-12 15:21:39.189223
Average
Yes
Daily
Condo
1,941
1,167,470
58
Female
707
Married
0
PhD
Unemployed
null
Urban
Comprehensive
2
16
688
8
2023-06-27 15:21:39.126661
Average
No
Weekly
Apartment
498
1,167,471
33
Female
29,685
Single
1
PhD
Unemployed
22.721125
Suburban
Premium
null
18
652
4
2021-05-31 15:21:39.094752
Poor
Yes
Monthly
Apartment
695
1,167,472
24
Male
12,984
Married
1
Master's
Self-Employed
8.879677
Suburban
Basic
null
19
null
3
2021-08-01 15:21:39.098696
Poor
Yes
Daily
Apartment
1,388
1,167,473
44
Female
null
Divorced
0
Bachelor's
null
17.333947
Suburban
Basic
0
9
431
5
2024-05-18 15:21:39.204790
Average
No
Daily
Condo
468
1,167,474
44
Male
118,474
Divorced
null
High School
Unemployed
28.69134
Rural
Basic
null
5
811
6
2023-02-16 15:21:39.104139
Poor
No
Weekly
Apartment
296
1,167,475
29
Female
12,735
Divorced
1
Master's
Self-Employed
12.172494
Suburban
Premium
null
10
522
7
2021-04-01 15:21:39.251142
Poor
Yes
Weekly
Condo
25
1,167,476
47
Female
149,868
Single
3
PhD
Self-Employed
19.81881
Urban
Premium
1
16
668
3
2020-11-09 15:21:39.202448
Good
Yes
Weekly
Condo
253
1,167,477
43
Female
8,592
Married
0
Bachelor's
Employed
34.068009
Rural
Premium
1
9
594
6
2021-09-22 15:21:39.193945
Good
No
Rarely
House
904
1,167,478
21
Male
18,054
Divorced
0
Master's
Self-Employed
8.839284
Rural
Basic
null
10
531
1
2023-01-19 15:21:39.167099
Average
No
Daily
Condo
857
1,167,479
35
Female
106,568
Divorced
2
PhD
Unemployed
5.605922
Urban
Basic
1
13
null
1
2024-01-14 15:21:39.244069
Good
Yes
Rarely
Condo
422
1,167,480
19
Male
28,293
Single
null
Bachelor's
Unemployed
45.388057
Suburban
Premium
0
18
782
9
2022-07-28 15:21:39.092127
Good
Yes
Monthly
Apartment
1,184
1,167,481
20
Female
2,833
Divorced
2
High School
Unemployed
12.166025
Rural
Comprehensive
1
9
456
1
2019-09-16 15:21:39.155231
Average
No
Rarely
House
2,760
1,167,482
58
Female
6,760
Married
3
Bachelor's
Self-Employed
23.226416
Suburban
Basic
1
13
437
2
2024-06-02 15:21:39.289099
Good
Yes
Weekly
Condo
582
1,167,483
23
Male
29,091
Married
2
PhD
Self-Employed
5.552748
Urban
Basic
null
3
848
4
2020-09-28 15:21:39.084065
Good
Yes
Daily
House
1,318
1,167,484
41
Female
37,192
Married
1
Bachelor's
Unemployed
32.057077
Rural
Premium
0
1
463
2
2019-10-09 15:21:39.121169
null
Yes
Rarely
Condo
1,155
1,167,485
63
Female
7,742
Divorced
0
Master's
Employed
5.161362
Urban
Comprehensive
0
13
393
8
2021-11-13 15:21:39.134960
Average
Yes
Rarely
Apartment
512
1,167,486
18
Female
49,834
Married
3
Bachelor's
Unemployed
33.186958
Suburban
Comprehensive
0
10
415
2
2024-01-09 15:21:39.098696
Average
Yes
Daily
Condo
115
1,167,487
40
Male
18,114
Married
3
Bachelor's
Self-Employed
17.795736
Suburban
Basic
2
8
801
4
2024-06-27 15:21:39.134960
Average
No
Rarely
Condo
972
1,167,488
53
Female
92,221
Married
null
Master's
Employed
11.551918
Suburban
Basic
2
1
591
1
2019-09-12 15:21:39.123711
null
No
Weekly
House
954
1,167,489
40
Female
8,226
Single
null
Master's
null
8.913305
Rural
Basic
null
0
459
5
2021-06-16 15:21:39.155231
Good
No
Monthly
House
265
1,167,490
54
Female
6,077
Married
4
PhD
null
19.062062
Rural
Comprehensive
1
3
607
6
2019-11-20 15:21:39.155231
Good
No
Rarely
Apartment
2,517
1,167,491
52
Female
3,631
Divorced
2
High School
null
23.123819
Rural
Comprehensive
1
17
562
1
2021-03-26 15:21:39.268507
Average
No
Monthly
House
1,836
1,167,492
null
Male
40,750
Single
0
Master's
Employed
11.61911
Urban
Basic
null
9
509
7
2022-05-28 15:21:39.237118
null
Yes
Monthly
House
863
1,167,493
33
Male
9,504
Married
0
Master's
Self-Employed
49.878156
Suburban
Basic
1
1
837
6
2022-10-17 15:21:39.085129
Good
Yes
Daily
Condo
1,130
1,167,494
64
Male
29,097
Divorced
4
PhD
Unemployed
22.817586
Suburban
Basic
0
11
null
4
2021-05-06 15:21:39.155231
Poor
Yes
Weekly
Condo
631
1,167,495
40
Male
32,404
Married
2
PhD
Employed
48.610639
Urban
Comprehensive
0
15
476
4
2022-04-08 15:21:39.165120
Poor
No
Daily
Condo
1,241
1,167,496
56
Female
73,855
Single
4
Bachelor's
null
48.446749
Urban
Premium
0
10
417
2
2019-10-14 15:21:39.095696
Average
No
Monthly
Condo
632
1,167,497
24
Male
44,856
Single
1
High School
Unemployed
16.173673
Rural
Basic
null
14
662
9
2023-02-16 15:21:39.188220
Poor
Yes
Monthly
Condo
1,613
1,167,498
30
Male
30,214
Married
2
Bachelor's
Unemployed
31.457615
Urban
Basic
0
15
360
5
2020-11-28 15:21:39.132191
Average
No
Daily
Condo
1,261
1,167,499
29
Male
48,887
Single
2
High School
Self-Employed
5.296311
Urban
Premium
2
17
null
6
2022-01-12 15:21:39.176717
Good
Yes
Daily
Apartment
2,236