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
24,400
40
Male
63,972
Married
2
Master's
Unemployed
29.682313
Urban
Basic
2
2
659
7
2022-09-21 15:21:39.120168
Poor
No
Rarely
Condo
2,160
24,401
50
Female
20,897
Single
3
Bachelor's
null
22.719258
Suburban
Comprehensive
0
5
536
6
2023-08-25 15:21:39.094752
Average
Yes
Monthly
Condo
524
24,402
31
Female
1,368
Married
4
High School
Unemployed
null
Urban
Basic
1
15
718
8
2022-05-01 15:21:39.279729
Good
No
Weekly
House
1,431
24,403
59
Male
910
Single
1
High School
Unemployed
30.979689
Urban
Comprehensive
2
12
549
9
2023-02-17 15:21:39.155231
Poor
No
Monthly
Condo
446
24,404
27
Male
35,391
Divorced
1
Bachelor's
null
13.633893
Suburban
Basic
1
12
607
8
2022-09-08 15:21:39.090124
Average
No
Daily
Condo
618
24,405
54
Male
144,977
Single
2
PhD
Employed
26.86849
Urban
Premium
null
7
397
4
2024-02-18 15:21:39.273973
Good
No
Weekly
Apartment
362
24,406
61
Male
13,166
Divorced
2
PhD
null
22.817407
Urban
Premium
null
11
459
1
2022-07-19 15:21:39.155231
Good
No
Weekly
House
812
24,407
58
Male
37,156
Married
1
Bachelor's
null
24.396699
Urban
Comprehensive
0
0
431
7
2021-08-03 15:21:39.233998
Good
Yes
Weekly
Apartment
34
24,408
23
Male
90,841
Married
0
Master's
null
null
Urban
Basic
null
8
453
8
2020-02-06 15:21:39.094752
Good
No
Daily
Condo
541
24,409
18
Female
23,991
Divorced
2
Master's
null
11.058699
Suburban
Basic
0
15
464
7
2022-04-02 15:21:39.168099
Average
Yes
Daily
Apartment
447
24,410
52
Male
4,862
Single
2
High School
Unemployed
30.261929
Urban
Basic
0
17
629
1
2023-03-09 15:21:39.192212
Good
Yes
Daily
House
434
24,411
32
Female
30,221
Single
3
Bachelor's
Employed
19.308951
Suburban
Comprehensive
2
2
661
9
2021-12-18 15:21:39.134960
null
Yes
Monthly
Condo
1,106
24,412
21
Male
2,067
Divorced
3
Master's
Unemployed
9.448638
Rural
Premium
3
4
809
3
2024-06-05 15:21:39.290098
Average
Yes
Monthly
House
1,363
24,413
57
Male
61,369
Divorced
null
PhD
Employed
21.508313
Rural
Comprehensive
2
16
null
6
2022-01-30 15:21:39.253660
Average
No
Daily
House
2,074
24,414
57
Male
39,724
Married
1
Bachelor's
Self-Employed
19.454061
Rural
Comprehensive
0
17
841
6
2023-03-10 15:21:39.194829
Good
No
Rarely
Condo
515
24,415
30
Female
26,752
Married
0
PhD
null
22.067849
Urban
Comprehensive
0
9
831
6
2023-04-08 15:21:39.155231
Good
Yes
Monthly
Apartment
687
24,416
25
Male
19,719
Divorced
3
High School
Self-Employed
20.880019
Suburban
Basic
1
17
null
2
2022-05-22 15:21:39.172097
Good
Yes
Rarely
Apartment
1,595
24,417
55
Male
36,115
Single
4
High School
Self-Employed
23.827768
Rural
Premium
0
18
799
8
2022-09-05 15:21:39.146733
null
Yes
Daily
Condo
479
24,418
28
Male
66,193
Married
1
PhD
Employed
17.161181
Rural
Premium
1
12
788
9
2019-12-01 15:21:39.093681
Poor
No
Monthly
Condo
1,907
24,419
57
Male
17,183
Married
0
Master's
Unemployed
6.812357
Rural
Comprehensive
0
4
647
4
2023-11-17 15:21:39.256696
Average
No
Rarely
Condo
1,069
24,420
56
Male
5,979
Single
0
Bachelor's
Unemployed
8.789991
Suburban
Comprehensive
null
19
593
7
2021-09-30 15:21:39.143708
Average
Yes
Rarely
Apartment
1,312
24,421
41
Male
93,549
Single
2
High School
Self-Employed
35.594417
Suburban
Comprehensive
null
4
484
6
2020-01-30 15:21:39.104139
null
Yes
Rarely
Apartment
1,765
24,422
45
Male
2,889
Single
1
Master's
Unemployed
30.777226
Rural
Basic
1
8
508
7
2022-05-19 15:21:39.186212
Good
No
Rarely
House
463
24,423
26
Female
62,211
Divorced
4
High School
Employed
15.991215
Rural
Premium
null
17
451
8
2019-12-17 15:21:39.155231
Good
No
Rarely
Condo
632
24,424
18
Female
24,861
Married
3
PhD
Unemployed
23.935005
Urban
Premium
null
9
818
6
2023-12-09 15:21:39.098696
Average
Yes
Weekly
Condo
554
24,425
28
Female
767
Single
3
PhD
Self-Employed
21.826433
Suburban
Comprehensive
3
14
578
2
2020-11-08 15:21:39.134960
Good
Yes
Weekly
Apartment
2,061
24,426
29
Male
2,475
Divorced
2
High School
Self-Employed
null
Rural
Basic
null
9
828
7
2023-10-01 15:21:39.226954
Average
Yes
Rarely
Condo
638
24,427
44
Female
26,395
Single
3
Bachelor's
null
26.884901
Urban
Comprehensive
0
4
798
2
2022-05-02 15:21:39.082499
Poor
Yes
Rarely
House
119
24,428
49
Female
76,527
Married
2
High School
Self-Employed
32.456344
Rural
Basic
1
7
340
5
2023-03-02 15:21:39.256696
Poor
Yes
Weekly
Condo
449
24,429
43
Female
74,584
Divorced
1
PhD
null
37.886546
Rural
Premium
2
10
463
2
2019-10-21 15:21:39.165120
Good
No
Rarely
Apartment
571
24,430
64
Female
43,914
Married
3
Bachelor's
Unemployed
52.890952
Suburban
Basic
null
0
641
2
2023-07-13 15:21:39.198406
Good
Yes
Monthly
Apartment
1,581
24,431
29
Female
6,379
Divorced
4
Master's
Self-Employed
27.901929
Suburban
Premium
1
12
648
5
2024-02-17 15:21:39.104139
Good
Yes
Monthly
House
1,128
24,432
29
Female
17,054
Single
0
PhD
Employed
31.847287
Suburban
Comprehensive
null
1
812
5
2022-10-17 15:21:39.199447
Poor
Yes
Daily
Apartment
38
24,433
52
Female
8,096
Single
1
Bachelor's
Self-Employed
21.75496
Rural
Comprehensive
1
17
null
5
2023-12-11 15:21:39.092127
Average
No
Daily
Apartment
804
24,434
35
Male
1,567
Divorced
2
Bachelor's
Self-Employed
18.694999
Rural
Premium
2
18
496
1
2024-07-28 15:21:39.189223
Average
No
Daily
Apartment
193
24,435
21
Male
23,977
Divorced
4
Master's
Self-Employed
23.31254
Urban
Basic
2
13
581
3
2023-10-25 15:21:39.122134
Poor
Yes
Monthly
Condo
539
24,436
40
Male
2,077
Divorced
1
High School
Self-Employed
null
Urban
Basic
null
16
554
5
2023-10-20 15:21:39.221386
Good
Yes
Monthly
House
821
24,437
39
Female
3,852
Divorced
3
Bachelor's
Unemployed
null
Urban
Comprehensive
null
4
812
5
2021-01-25 15:21:39.152732
Poor
Yes
Monthly
Apartment
1,642
24,438
43
Male
35,725
Divorced
2
High School
Self-Employed
32.898923
Rural
Basic
null
19
837
5
2021-08-04 15:21:39.272456
Poor
Yes
Monthly
House
1,001
24,439
49
Male
13,268
Divorced
1
Master's
Self-Employed
null
Suburban
Basic
0
13
699
6
2020-04-26 15:21:39.237118
Poor
Yes
Monthly
Condo
934
24,440
44
Male
62,213
Married
4
Bachelor's
Employed
22.845325
Rural
Premium
null
3
449
9
2022-01-06 15:21:39.288099
Poor
Yes
Monthly
House
1,060
24,441
24
Male
null
Divorced
3
PhD
Self-Employed
25.624297
Rural
Basic
3
14
438
7
2022-02-26 15:21:39.084065
Poor
No
Rarely
Condo
561
24,442
50
Male
2,553
Single
4
PhD
Employed
51.634621
Suburban
Premium
null
12
720
5
2020-02-07 15:21:39.112553
Good
No
Daily
House
2,981
24,443
62
Female
77,873
Married
4
Master's
null
26.945502
Urban
Basic
null
16
736
8
2022-11-21 15:21:39.093681
Poor
No
Rarely
House
298
24,444
64
Female
25,791
Divorced
4
High School
null
24.826561
Suburban
Premium
1
14
733
9
2022-12-09 15:21:39.209847
Good
Yes
Daily
Apartment
1,237
24,445
22
Female
5,929
Single
4
Master's
null
35.056309
Rural
Basic
2
2
573
8
2022-06-01 15:21:39.134960
Average
No
Monthly
Apartment
1,085
24,446
43
Female
17,333
Divorced
2
Master's
Self-Employed
16.828883
Suburban
Comprehensive
2
13
727
8
2024-01-23 15:21:39.207847
Average
Yes
Monthly
Apartment
693
24,447
37
Male
88,904
Divorced
2
Bachelor's
null
25.114866
Suburban
Basic
2
8
455
9
2022-05-16 15:21:39.082499
Average
No
Rarely
House
772
24,448
21
Male
44,749
Single
3
Bachelor's
Self-Employed
17.719362
Urban
Basic
2
14
683
3
2022-07-12 15:21:39.209847
Good
No
Weekly
Apartment
587
24,449
41
Male
42,743
Married
3
PhD
null
31.049327
Urban
Basic
null
9
451
4
2023-12-21 15:21:39.104139
Poor
Yes
Rarely
Apartment
241
24,450
31
Female
24,372
Divorced
0
High School
Unemployed
18.749503
Suburban
Premium
null
14
542
1
2020-04-21 15:21:39.134960
Poor
Yes
Daily
Condo
2,468
24,451
42
Male
16,274
Divorced
1
Master's
null
3.68177
Suburban
Premium
null
11
null
8
2022-12-19 15:21:39.237118
Poor
Yes
Weekly
Condo
686
24,452
48
Female
6,058
Divorced
4
Bachelor's
Self-Employed
4.085184
Rural
Comprehensive
2
1
null
2
2022-03-26 15:21:39.168099
Good
No
Daily
House
342
24,453
60
Male
6,826
Married
3
Master's
null
11.183756
Rural
Premium
null
5
725
6
2020-11-05 15:21:39.237118
Good
Yes
Monthly
House
33
24,454
20
Female
20,672
Divorced
4
High School
null
17.008481
Rural
Premium
null
7
787
8
2023-01-01 15:21:39.247098
Poor
Yes
Weekly
House
115
24,455
21
Female
133,987
Married
0
Master's
Self-Employed
43.495589
Urban
Comprehensive
0
9
403
6
2020-05-06 15:21:39.134960
Good
Yes
Monthly
Apartment
678
24,456
47
Female
null
Married
1
Bachelor's
Unemployed
8.542144
Suburban
Basic
0
2
444
5
2022-10-05 15:21:39.222387
Poor
Yes
Weekly
House
2,339
24,457
53
Male
912
null
4
PhD
null
32.125095
Suburban
Basic
null
17
601
4
2022-09-08 15:21:39.151732
Poor
No
Rarely
Apartment
1,069
24,458
42
Male
44,667
Divorced
0
Master's
Unemployed
35.039336
Urban
Premium
null
8
549
7
2019-09-15 15:21:39.256696
Poor
No
Daily
Condo
1,083
24,459
26
Male
53,823
Divorced
3
High School
Employed
19.241341
Urban
Basic
1
19
373
1
2020-08-31 15:21:39.082499
Good
Yes
Daily
Condo
922
24,460
40
Female
5,894
Single
2
Bachelor's
Unemployed
45.054645
Suburban
Premium
null
6
650
7
2022-05-16 15:21:39.221386
Poor
Yes
Weekly
House
501
24,461
64
Female
24,962
Divorced
1
High School
null
20.936334
Rural
Premium
null
12
797
8
2020-08-03 15:21:39.144722
Poor
Yes
Rarely
House
150
24,462
61
Female
12,881
Single
4
High School
Employed
17.769265
Suburban
Premium
null
3
657
7
2023-06-19 15:21:39.207847
Poor
Yes
Daily
Condo
575
24,463
54
Female
7,900
Married
3
PhD
null
27.646486
Urban
Premium
1
9
823
7
2020-01-26 15:21:39.206847
Average
No
Weekly
House
24
24,464
38
Female
18,948
Single
3
Bachelor's
Employed
44.91451
Suburban
Premium
null
12
479
6
2020-06-06 15:21:39.192212
Average
Yes
Monthly
Apartment
1,624
24,465
44
Male
26,013
Divorced
4
High School
Unemployed
48.636666
Suburban
Basic
0
14
372
1
2022-10-06 15:21:39.087123
Poor
No
Rarely
House
1,135
24,466
47
Female
93,833
Single
1
Bachelor's
Employed
null
Suburban
Comprehensive
0
17
735
1
2021-12-06 15:21:39.091080
Average
No
Daily
Apartment
2,185
24,467
62
Female
11,980
Divorced
3
High School
Employed
12.8927
Suburban
Premium
2
4
807
3
2021-03-08 15:21:39.134960
Good
No
Monthly
House
1,232
24,468
61
Female
91,672
Married
0
PhD
Employed
34.379611
Suburban
Comprehensive
null
3
639
2
2021-07-02 15:21:39.120168
null
Yes
Daily
House
2,693
24,469
33
Male
72,943
Single
0
Master's
Employed
22.519211
Suburban
Basic
2
15
678
5
2024-01-13 15:21:39.192212
Poor
Yes
Weekly
House
2,155
24,470
24
Female
44,746
Single
4
PhD
Employed
5.566112
Rural
Basic
0
19
729
1
2019-12-28 15:21:39.155231
Good
No
Monthly
House
1,403
24,471
46
Male
12,082
Divorced
null
High School
Self-Employed
18.079152
Rural
Premium
0
13
791
2
2020-02-21 15:21:39.213373
Good
No
Monthly
Condo
1,591
24,472
42
Male
10,389
Single
3
Bachelor's
Employed
32.392066
Urban
Basic
null
1
556
1
2022-08-15 15:21:39.150730
Average
No
Rarely
Condo
2,452
24,473
48
Male
42,617
Single
4
Master's
Self-Employed
39.786539
Suburban
Premium
4
1
378
6
2020-10-19 15:21:39.091080
null
No
Daily
House
2,817
24,474
35
Female
5,523
Single
null
Bachelor's
Employed
46.6581
Urban
Basic
null
16
308
9
2022-09-04 15:21:39.091080
Good
No
Rarely
Condo
1,251
24,475
47
Male
18,054
Single
1
High School
Unemployed
19.78591
Urban
Premium
0
10
405
5
2023-12-14 15:21:39.134960
Good
Yes
Weekly
Apartment
2,074
24,476
50
Male
75,559
Single
1
High School
null
44.694967
Suburban
Comprehensive
0
13
431
1
2024-07-02 15:21:39.149731
null
No
Weekly
House
494
24,477
21
Female
15,982
Married
0
PhD
null
21.636881
Rural
Comprehensive
1
10
783
6
2021-05-05 15:21:39.173834
Good
Yes
Rarely
Apartment
806
24,478
19
Female
44,637
Single
2
High School
null
19.67592
Suburban
Comprehensive
0
12
749
2
2023-07-13 15:21:39.170099
Poor
Yes
Weekly
House
774
24,479
25
Male
null
Married
0
Master's
null
11.591063
Suburban
Comprehensive
0
4
579
6
2023-02-20 15:21:39.155231
Good
No
Rarely
House
111
24,480
57
Female
null
Single
null
Bachelor's
Unemployed
17.583761
Suburban
Basic
null
7
null
4
2020-07-30 15:21:39.237118
Average
No
Monthly
Condo
366
24,481
44
Female
15,962
Divorced
4
Bachelor's
Employed
40.957241
Urban
Comprehensive
null
17
740
6
2022-04-13 15:21:39.121169
Average
Yes
Monthly
Condo
1,709
24,482
49
Female
28,215
Married
4
PhD
Unemployed
36.288033
Rural
Basic
0
0
null
2
2024-02-07 15:21:39.259788
null
Yes
Monthly
House
2,940
24,483
54
Female
31,409
Divorced
2
PhD
null
23.636208
Suburban
Premium
null
16
303
4
2022-09-04 15:21:39.228521
Average
No
Rarely
Apartment
817
24,484
52
Male
18,318
Single
2
Master's
Employed
22.054117
Suburban
Basic
null
19
808
4
2024-08-04 15:21:39.226954
Good
Yes
Rarely
House
2,779
24,485
53
Male
11,980
Divorced
1
Master's
Unemployed
24.365058
Urban
Premium
1
7
538
1
2021-07-06 15:21:39.092127
null
Yes
Rarely
Condo
2,063
24,486
39
Female
27,478
Single
4
Bachelor's
Employed
15.551177
Urban
Premium
1
0
433
6
2023-01-22 15:21:39.259788
Good
No
Monthly
Condo
1,076
24,487
55
Female
9,126
Single
3
High School
null
29.534982
Suburban
Basic
null
15
621
4
2022-06-23 15:21:39.083497
Good
Yes
Monthly
Condo
1,585
24,488
20
Male
28,409
Married
2
High School
Unemployed
24.812924
Rural
Premium
null
0
533
4
2021-12-26 15:21:39.080440
Good
Yes
Rarely
Condo
904
24,489
30
Male
20,290
Divorced
3
Bachelor's
null
19.964012
Suburban
Basic
null
3
531
1
2022-08-22 15:21:39.134960
Good
Yes
Daily
Condo
587
24,490
33
Male
25,239
Divorced
0
Master's
null
19.720091
Suburban
Premium
2
19
603
2
2020-12-28 15:21:39.093681
Good
Yes
Monthly
Apartment
32
24,491
34
Male
30,335
Single
null
PhD
Unemployed
31.469568
Suburban
Basic
2
18
694
6
2020-02-04 15:21:39.121169
Good
Yes
Weekly
Condo
2,482
24,492
50
Male
51,165
Married
4
Master's
null
4.682797
Suburban
Comprehensive
null
15
769
8
2020-08-24 15:21:39.210805
Good
No
Weekly
House
135
24,493
21
Female
39,749
Single
2
PhD
Unemployed
35.690943
Rural
Basic
null
12
null
9
2022-08-05 15:21:39.288099
Poor
No
Monthly
Apartment
997
24,494
57
Female
5,145
Single
3
Master's
null
39.834686
Urban
Basic
null
14
497
4
2021-01-12 15:21:39.172097
Average
No
Rarely
House
1,559
24,495
48
Female
84,060
Single
4
Master's
null
23.928723
Suburban
Comprehensive
2
12
null
9
2023-09-12 15:21:39.134960
Average
Yes
Weekly
House
2,737
24,496
54
Male
26,127
Single
1
Master's
Employed
10.454632
Rural
Premium
1
10
651
5
2019-10-06 15:21:39.246098
Average
Yes
Monthly
Apartment
456
24,497
40
Male
61,357
Divorced
1
PhD
Employed
21.983478
Suburban
Basic
0
10
479
1
2021-12-12 15:21:39.218388
Good
No
Rarely
House
137
24,498
25
Male
7,406
Divorced
3
High School
Employed
34.034628
Rural
Basic
null
10
481
3
2024-01-31 15:21:39.134960
Poor
Yes
Weekly
Condo
20
24,499
40
Female
33,754
Married
null
High School
Self-Employed
23.058929
Rural
Comprehensive
0
10
602
2
2019-09-18 15:21:39.232526
Average
Yes
Monthly
Apartment
1,171