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
1,160,500
55
Male
43,787
Single
4
Bachelor's
null
5.859237
Urban
Premium
0
10
498
1
2023-10-04 15:21:39.143708
Average
No
Rarely
Condo
3,149
1,160,501
22
Female
null
Single
1
PhD
Employed
52.331063
Suburban
Basic
null
17
648
3
2023-08-17 15:21:39.188220
Good
Yes
Monthly
Apartment
1,197
1,160,502
31
Female
2,435
Divorced
0
PhD
Self-Employed
15.812464
Urban
Premium
2
17
null
1
2020-09-10 15:21:39.080440
Poor
No
Daily
House
1,301
1,160,503
64
Female
15,775
Single
1
PhD
null
26.337022
Rural
Comprehensive
1
15
705
4
2019-10-28 15:21:39.125660
Good
No
Monthly
Apartment
1,030
1,160,504
53
Male
3,872
Single
3
Bachelor's
null
null
Urban
Comprehensive
0
15
554
5
2023-04-23 15:21:39.208842
Average
Yes
Rarely
Condo
631
1,160,505
44
Male
25,713
Single
1
Master's
Self-Employed
23.958269
Suburban
Comprehensive
null
5
559
5
2021-04-22 15:21:39.134960
Good
Yes
Weekly
Condo
85
1,160,506
31
Male
90,157
Married
4
PhD
Self-Employed
16.960925
Suburban
Premium
2
12
566
2
2021-09-04 15:21:39.097737
Poor
Yes
Daily
House
2,422
1,160,507
43
Male
58,354
Divorced
3
Bachelor's
null
40.742747
Urban
Comprehensive
1
6
408
8
2023-06-18 15:21:39.288099
Poor
Yes
Daily
Condo
1,581
1,160,508
23
Female
4,769
Divorced
2
Master's
null
4.974929
Urban
Premium
3
5
775
5
2021-10-24 15:21:39.198406
Average
Yes
Weekly
House
1,115
1,160,509
19
Female
1,039
Married
2
High School
Employed
11.923498
Rural
Comprehensive
2
12
699
8
2023-01-04 15:21:39.171102
Good
Yes
Weekly
House
776
1,160,510
39
Female
null
Married
0
Master's
Unemployed
36.559968
Rural
Basic
1
6
358
8
2021-06-27 15:21:39.271453
Poor
Yes
Monthly
Condo
1,236
1,160,511
56
Female
1,034
Divorced
null
PhD
Unemployed
15.73549
Rural
Basic
0
16
null
3
2024-06-17 15:21:39.263607
null
No
Monthly
Condo
3,361
1,160,512
57
Male
1,853
Single
4
Bachelor's
Employed
48.878983
Rural
Comprehensive
1
6
487
9
2020-09-26 15:21:39.194829
Average
No
Weekly
House
1,514
1,160,513
52
Male
2,067
Divorced
4
High School
Employed
14.986124
Suburban
Comprehensive
null
8
487
1
2022-03-27 15:21:39.279729
Poor
No
Rarely
Condo
1,246
1,160,514
29
Male
44,156
Single
4
PhD
Unemployed
40.281891
Rural
Basic
1
9
567
2
2023-06-12 15:21:39.237118
null
No
Weekly
Condo
121
1,160,515
25
Male
14,983
Divorced
0
Master's
null
14.890766
Urban
Basic
null
19
581
5
2022-08-28 15:21:39.090124
Good
No
Monthly
Condo
1,008
1,160,516
49
Female
19,495
Divorced
3
High School
null
30.966722
Rural
Comprehensive
1
15
791
5
2023-07-14 15:21:39.270454
Good
No
Daily
Apartment
36
1,160,517
33
Female
28,642
Single
2
Master's
Self-Employed
21.272694
Rural
Comprehensive
2
16
null
5
2020-11-25 15:21:39.110557
Average
Yes
Daily
Apartment
489
1,160,518
34
Male
16,085
Divorced
3
Master's
Self-Employed
5.887581
Suburban
Premium
2
16
546
6
2023-02-14 15:21:39.230483
Good
Yes
Rarely
House
1,139
1,160,519
42
Female
3,284
Single
0
Bachelor's
Unemployed
32.491246
Rural
Comprehensive
null
0
589
4
2021-01-29 15:21:39.226954
Good
Yes
Rarely
Apartment
3,048
1,160,520
61
Male
18,633
Single
4
PhD
Self-Employed
11.378834
Urban
Premium
3
2
367
5
2022-03-07 15:21:39.168099
Good
No
Daily
Apartment
25
1,160,521
27
Female
1,486
Single
3
Master's
Employed
8.557635
Rural
Premium
2
3
521
4
2023-03-18 15:21:39.134960
Poor
No
Daily
Apartment
296
1,160,522
20
Female
122,652
Married
0
PhD
Unemployed
19.095816
Suburban
Comprehensive
4
7
519
3
2019-10-08 15:21:39.147735
Average
Yes
Rarely
Apartment
643
1,160,523
64
Female
4,538
Married
1
Bachelor's
Employed
45.788126
Rural
Premium
1
9
null
3
2024-07-07 15:21:39.134960
Good
No
Rarely
House
303
1,160,524
31
Male
710
Divorced
2
High School
Self-Employed
24.479846
Suburban
Premium
0
11
592
5
2019-12-03 15:21:39.143708
Average
Yes
Daily
Apartment
1,983
1,160,525
28
Female
18,464
Single
2
PhD
null
52.492937
Suburban
Premium
null
14
711
5
2022-03-15 15:21:39.092127
Poor
Yes
Daily
House
979
1,160,526
19
Female
3,614
Divorced
0
Master's
Employed
11.329816
Rural
Premium
2
0
407
2
2021-05-28 15:21:39.155231
Poor
Yes
Monthly
House
790
1,160,527
62
Male
12,881
Divorced
3
PhD
null
22.719258
Suburban
Premium
null
17
459
7
2021-04-13 15:21:39.134960
Good
No
Weekly
Apartment
1,086
1,160,528
58
Male
2,888
Single
0
Bachelor's
Unemployed
20.952695
Suburban
Premium
4
0
727
7
2019-09-01 15:21:39.155231
Good
Yes
Rarely
Condo
1,326
1,160,529
63
Female
41,833
Married
1
PhD
null
20.946143
Rural
Premium
0
18
null
8
2021-12-28 15:21:39.134960
Poor
Yes
Weekly
Apartment
897
1,160,530
61
Female
24,894
Married
null
High School
null
30.636548
Suburban
Comprehensive
0
3
810
5
2023-12-15 15:21:39.205850
Poor
Yes
Weekly
Apartment
1,232
1,160,531
22
Male
1,475
Single
3
High School
null
25.769603
Suburban
Premium
2
14
null
6
2021-02-12 15:21:39.155231
Good
Yes
Daily
Condo
473
1,160,532
45
Female
18,355
Single
4
PhD
null
36.493221
Rural
Basic
0
2
null
7
2019-09-09 15:21:39.182597
Average
Yes
Daily
Condo
1,787
1,160,533
25
Female
25,211
Married
0
PhD
null
null
Urban
Comprehensive
2
15
301
1
2021-04-11 15:21:39.191219
Poor
Yes
Rarely
Condo
26
1,160,534
42
Male
51,540
Single
0
PhD
null
16.929638
Suburban
Basic
2
0
344
5
2021-05-05 15:21:39.134960
Good
Yes
Monthly
Apartment
1,031
1,160,535
29
Female
15,258
Married
3
High School
null
31.919179
Rural
Basic
null
15
554
9
2022-07-08 15:21:39.181605
Average
Yes
Rarely
Condo
603
1,160,536
42
Female
7,660
Single
null
High School
null
45.646576
Suburban
Basic
null
2
640
7
2021-11-02 15:21:39.198406
Poor
Yes
Daily
Apartment
870
1,160,537
29
Female
21,844
Divorced
4
PhD
null
29.039626
Suburban
Basic
1
7
554
8
2022-01-31 15:21:39.274993
Good
No
Rarely
House
722
1,160,538
63
Female
3,358
Divorced
3
Bachelor's
Employed
39.992608
Suburban
Comprehensive
0
0
815
9
2021-04-24 15:21:39.278402
Average
No
Monthly
House
2,941
1,160,539
53
Male
21,690
Married
0
Bachelor's
null
34.593322
Rural
Comprehensive
null
1
671
4
2022-07-07 15:21:39.190215
Average
Yes
Weekly
Apartment
1,263
1,160,540
34
Female
7,991
Single
2
Master's
Self-Employed
31.883735
Suburban
Basic
0
12
588
3
2020-03-02 15:21:39.219432
Good
Yes
Weekly
House
877
1,160,541
42
Male
17,774
Single
2
Bachelor's
null
24.593339
Urban
Basic
0
18
787
5
2021-10-23 15:21:39.223390
Average
Yes
Weekly
Apartment
2,721
1,160,542
61
Female
39,769
Single
0
High School
Unemployed
35.959664
Urban
Basic
1
19
651
6
2023-04-10 15:21:39.134960
Poor
Yes
Weekly
House
561
1,160,543
21
Male
8,093
Divorced
0
PhD
Unemployed
21.874283
Suburban
Premium
1
8
825
4
2020-05-11 15:21:39.126661
Good
Yes
Rarely
Condo
578
1,160,544
29
Male
8,054
Single
2
PhD
Unemployed
46.814622
Urban
Basic
1
8
477
6
2021-11-02 15:21:39.149731
Poor
Yes
Monthly
Apartment
528
1,160,545
61
Male
43,741
Divorced
null
High School
Self-Employed
42.878196
Urban
Comprehensive
3
16
673
2
2023-08-09 15:21:39.282785
Good
No
Daily
Apartment
977
1,160,546
20
Female
12,095
Married
1
Bachelor's
Self-Employed
31.845433
Rural
Premium
null
19
753
7
2021-04-17 15:21:39.246098
Good
No
Rarely
House
547
1,160,547
29
Male
23,375
Divorced
0
Master's
Self-Employed
23.053323
Suburban
Basic
0
12
434
4
2021-12-03 15:21:39.091080
null
No
Weekly
House
1,619
1,160,548
30
Male
21,303
Divorced
0
Master's
Unemployed
29.991991
Rural
Comprehensive
2
13
470
1
2022-01-06 15:21:39.079128
null
No
Weekly
Apartment
4,251
1,160,549
29
Female
1,186
Divorced
4
PhD
Self-Employed
45.0493
Suburban
Basic
0
12
495
4
2021-01-13 15:21:39.134960
Average
Yes
Rarely
House
782
1,160,550
21
Male
92,929
Single
3
PhD
null
13.283776
Suburban
Premium
0
10
667
6
2019-09-29 15:21:39.170099
Average
No
Monthly
House
1,927
1,160,551
39
Female
null
Divorced
0
PhD
null
23.826354
Urban
Basic
0
13
341
9
2023-12-04 15:21:39.237118
Good
No
Weekly
Apartment
213
1,160,552
20
Female
68,247
Single
4
Bachelor's
Self-Employed
4.178221
Suburban
Comprehensive
null
13
802
3
2020-06-24 15:21:39.259788
Average
Yes
Monthly
House
102
1,160,553
63
Male
9,223
Married
null
PhD
Unemployed
29.385513
Rural
Comprehensive
1
11
540
9
2023-10-07 15:21:39.223901
Poor
Yes
Rarely
Apartment
35
1,160,554
54
Female
9,983
Married
1
Bachelor's
Unemployed
29.999632
Urban
Premium
0
14
538
4
2019-10-22 15:21:39.226954
Poor
Yes
Monthly
Apartment
28
1,160,555
47
Female
15,997
Divorced
1
PhD
Employed
28.758633
Suburban
Premium
1
9
362
3
2021-03-25 15:21:39.236064
Poor
No
Rarely
Condo
917
1,160,556
41
Male
635
Married
null
PhD
Employed
49.965948
Rural
Premium
0
15
703
2
2021-02-06 15:21:39.110557
Average
Yes
Monthly
House
2,536
1,160,557
64
Male
5,095
Married
2
Master's
Unemployed
45.632305
Rural
Basic
null
11
591
1
2020-06-21 15:21:39.237118
Poor
Yes
Daily
Condo
643
1,160,558
52
Female
2,275
Married
0
Bachelor's
Unemployed
51.234414
Suburban
Comprehensive
2
2
729
3
2023-04-26 15:21:39.289099
Good
No
Daily
Apartment
1,479
1,160,559
24
Female
11,607
Divorced
4
Bachelor's
Unemployed
16.958985
Rural
Premium
null
11
null
9
2021-07-06 15:21:39.179186
Good
Yes
Daily
House
586
1,160,560
19
Male
11,862
Married
4
Bachelor's
Unemployed
34.827145
Rural
Basic
0
4
593
4
2023-04-24 15:21:39.155231
Average
No
Daily
Condo
538
1,160,561
23
Male
null
Single
4
Master's
Unemployed
6.868849
Suburban
Basic
1
14
659
4
2022-05-13 15:21:39.278402
Average
Yes
Monthly
Apartment
218
1,160,562
22
Male
1,781
Divorced
null
High School
Employed
27.988666
Urban
Basic
2
0
657
2
2023-08-31 15:21:39.134960
Poor
Yes
Weekly
Condo
1,722
1,160,563
32
Female
106,881
Divorced
1
PhD
Self-Employed
29.825681
Suburban
Comprehensive
0
12
334
7
2024-04-28 15:21:39.282785
Good
No
Monthly
Condo
79
1,160,564
50
Female
34,390
Single
0
Bachelor's
Employed
16.061933
Rural
Basic
0
19
307
3
2020-10-08 15:21:39.226954
Good
Yes
Monthly
House
798
1,160,565
27
Female
131,965
Divorced
1
PhD
null
31.56615
Suburban
Premium
0
14
307
5
2020-10-01 15:21:39.134960
null
Yes
Rarely
Apartment
315
1,160,566
61
Female
1,510
Single
3
Master's
Unemployed
3.295076
Rural
Premium
3
0
528
1
2020-05-21 15:21:39.128286
Average
Yes
Weekly
Condo
115
1,160,567
47
Male
44,943
Married
2
Master's
null
36.098762
Urban
Basic
null
4
788
5
2023-11-21 15:21:39.226954
Average
Yes
Rarely
Apartment
1,221
1,160,568
58
Male
56,130
Divorced
1
Master's
Unemployed
11.008421
Rural
Comprehensive
null
7
384
1
2022-03-25 15:21:39.121169
Poor
No
Rarely
Condo
2,003
1,160,569
38
Male
2,832
Single
2
High School
Self-Employed
28.055578
Urban
Premium
2
4
667
5
2023-05-02 15:21:39.172097
Good
No
Monthly
Apartment
946
1,160,570
60
Male
28,648
Single
0
Master's
null
7.479511
Suburban
Basic
0
2
761
8
2024-07-02 15:21:39.109552
Poor
Yes
Rarely
House
1,369
1,160,571
53
Male
28,538
Married
4
Bachelor's
Unemployed
22.929753
Suburban
Premium
null
8
null
4
2020-04-22 15:21:39.237118
Good
Yes
Monthly
House
285
1,160,572
48
Female
29,812
Divorced
null
High School
Unemployed
39.93691
Suburban
Basic
null
10
570
6
2020-08-01 15:21:39.092127
Good
Yes
Monthly
Apartment
548
1,160,573
42
Male
22,226
Married
4
High School
Employed
12.912755
Urban
Premium
0
16
460
2
2023-04-01 15:21:39.170099
Average
Yes
Daily
House
45
1,160,574
55
Male
12,501
Single
2
Bachelor's
null
21.894186
Rural
Basic
0
4
514
5
2019-11-06 15:21:39.271453
Good
No
Monthly
Condo
638
1,160,575
49
Male
34,222
Single
null
High School
Self-Employed
21.05745
Urban
Basic
null
19
543
3
2021-04-15 15:21:39.257696
Average
Yes
Rarely
Condo
1,857
1,160,576
60
Female
434
Divorced
0
Master's
null
31.029768
Rural
Comprehensive
1
15
626
2
2022-07-15 15:21:39.250151
Average
No
Weekly
Apartment
2,971
1,160,577
60
Female
19,462
Divorced
0
PhD
Self-Employed
14.792556
Suburban
Premium
0
2
626
9
2023-01-20 15:21:39.228521
Average
Yes
Rarely
House
505
1,160,578
51
Female
48,245
Divorced
2
Master's
Employed
10.558324
Urban
Premium
2
1
821
5
2021-02-08 15:21:39.237118
Poor
Yes
Daily
House
2,386
1,160,579
29
Male
27,384
Single
3
PhD
null
42.959384
Urban
Comprehensive
0
19
578
8
2023-02-23 15:21:39.134960
Good
No
Weekly
Condo
812
1,160,580
42
Female
3,173
Single
4
Bachelor's
Unemployed
41.381412
Suburban
Comprehensive
0
2
null
6
2024-06-17 15:21:39.122134
Poor
Yes
Monthly
House
43
1,160,581
50
Male
null
Divorced
3
PhD
null
27.90786
Suburban
Basic
0
0
362
1
2021-10-07 15:21:39.079128
Poor
No
Weekly
House
671
1,160,582
31
Male
126,616
Divorced
2
High School
null
24.486721
Suburban
Premium
null
5
463
2
2021-02-19 15:21:39.202448
null
No
Daily
Condo
2,114
1,160,583
50
Male
3,634
Single
null
PhD
Self-Employed
11.473704
Rural
Comprehensive
2
13
678
7
2022-01-27 15:21:39.252145
Poor
Yes
Weekly
House
1,402
1,160,584
27
Male
11,536
Single
1
PhD
null
20.74489
Suburban
Premium
1
18
663
5
2022-04-20 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,338
1,160,585
57
Male
10,068
Single
2
PhD
null
48.569612
Rural
Premium
1
11
761
3
2020-12-02 15:21:39.281787
Good
Yes
Daily
House
734
1,160,586
56
Female
26,120
Divorced
0
PhD
null
37.893742
Suburban
Premium
3
17
730
1
2023-08-29 15:21:39.289099
Average
Yes
Daily
Apartment
3,079
1,160,587
19
Female
918
Single
2
High School
null
16.848191
Suburban
Premium
2
10
null
1
2021-06-28 15:21:39.170099
Poor
No
Rarely
House
2,196
1,160,588
41
Female
38,407
Married
3
Master's
null
29.24144
Urban
Premium
3
15
538
6
2020-07-22 15:21:39.155231
Average
Yes
Daily
House
1,359
1,160,589
23
Male
82,495
Married
0
PhD
Self-Employed
43.558842
Urban
Premium
1
5
487
5
2023-08-25 15:21:39.283783
Good
Yes
Monthly
Apartment
2,895
1,160,590
54
Female
78,141
Divorced
1
Master's
null
11.00982
Suburban
Basic
null
16
null
5
2020-05-06 15:21:39.134960
Poor
Yes
Rarely
Apartment
78
1,160,591
20
Male
64,890
Single
4
Master's
null
17.517312
Suburban
Premium
1
18
604
4
2020-08-26 15:21:39.134960
Average
Yes
Monthly
Condo
44
1,160,592
58
Male
3,646
Single
2
PhD
Employed
33.56651
Urban
Premium
null
16
437
7
2022-11-24 15:21:39.106582
Average
No
Rarely
Apartment
742
1,160,593
59
Female
817
Divorced
4
PhD
null
20.693615
Urban
Basic
null
3
515
9
2023-12-23 15:21:39.134960
Average
Yes
Daily
House
2,371
1,160,594
22
Male
141,514
Single
4
High School
null
18.084337
Urban
Premium
null
16
null
7
2022-07-17 15:21:39.194829
Good
No
Rarely
Condo
101
1,160,595
28
Female
47,250
Married
3
PhD
Employed
38.256775
Suburban
Basic
0
12
375
4
2021-06-27 15:21:39.173834
Good
No
Rarely
Apartment
164
1,160,596
60
Female
6,098
Single
3
PhD
null
19.256301
Suburban
Premium
null
8
null
2
2022-08-06 15:21:39.147735
Average
Yes
Weekly
Apartment
494
1,160,597
21
Male
14,219
Divorced
0
Bachelor's
Self-Employed
21.170302
Suburban
Premium
4
7
822
7
2021-01-02 15:21:39.181605
Poor
Yes
Daily
House
1,036
1,160,598
34
Female
28,215
Divorced
2
High School
Unemployed
12.132729
Rural
Basic
0
13
553
9
2020-05-18 15:21:39.186212
Good
No
Rarely
House
1,290
1,160,599
26
Male
46,479
Divorced
1
Master's
Self-Employed
11.814366
Suburban
Basic
2
5
678
1
2021-12-06 15:21:39.096739
null
No
Weekly
House
837