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
1,189,500
64
Male
38,983
Single
0
High School
Self-Employed
14.849798
Suburban
Basic
2
10
null
9
2023-09-07 15:21:39.196387
Average
No
Rarely
House
466
1,189,501
41
Female
31,455
Divorced
null
Bachelor's
null
21.842138
Rural
Basic
null
12
704
4
2020-01-08 15:21:39.149731
Good
No
Weekly
Condo
928
1,189,502
59
Male
4,921
Single
null
Master's
Unemployed
25.987757
Urban
Comprehensive
2
10
334
5
2021-12-09 15:21:39.202448
Good
Yes
Daily
Condo
902
1,189,503
19
Male
11,045
Divorced
0
Bachelor's
null
11.703059
Suburban
Premium
0
3
381
4
2023-09-29 15:21:39.166062
Good
Yes
Rarely
Condo
1,102
1,189,504
29
Male
2,536
Married
0
PhD
null
10.55422
Suburban
Comprehensive
1
15
801
4
2023-07-31 15:21:39.171102
Poor
No
Daily
House
2,678
1,189,505
45
Female
6,945
Divorced
0
Bachelor's
null
38.964383
Urban
Basic
0
17
632
9
2020-02-14 15:21:39.181605
Good
No
Rarely
Condo
565
1,189,506
42
Female
15,761
Single
0
Master's
Unemployed
26.844655
Rural
Premium
0
2
689
4
2020-05-30 15:21:39.134960
Poor
No
Daily
Apartment
822
1,189,507
50
Male
12,054
Married
1
PhD
Employed
7.099544
Rural
Premium
0
10
627
3
2020-03-08 15:21:39.237118
Poor
Yes
Monthly
House
913
1,189,508
30
Male
137,937
Single
null
High School
Self-Employed
48.097925
Urban
Comprehensive
1
2
456
2
2022-09-22 15:21:39.134960
Average
Yes
Monthly
House
1,639
1,189,509
42
Female
36
Married
0
PhD
Unemployed
23.159856
Urban
Comprehensive
null
16
623
3
2021-01-30 15:21:39.105504
Good
Yes
Rarely
Apartment
1,670
1,189,510
57
Female
81,549
Married
1
High School
Employed
34.516024
Suburban
Basic
1
11
356
8
2024-03-11 15:21:39.217387
Average
No
Daily
Apartment
1,035
1,189,511
39
Male
26,471
Single
4
Master's
null
13.886557
Rural
Basic
1
11
738
5
2023-09-24 15:21:39.134960
null
No
Rarely
Condo
3,717
1,189,512
25
Male
105,660
Divorced
2
Master's
Self-Employed
51.878483
Suburban
Premium
0
19
683
2
2024-04-26 15:21:39.163789
Poor
Yes
Daily
House
1,043
1,189,513
52
Male
83,556
Married
3
PhD
null
10.072797
Suburban
Premium
0
14
552
1
2023-03-30 15:21:39.231531
Good
Yes
Daily
Condo
136
1,189,514
45
Male
2,301
Married
2
Master's
Unemployed
32.868353
Rural
Premium
null
16
694
1
2023-11-02 15:21:39.228521
Good
Yes
Daily
House
2,512
1,189,515
23
Female
6,939
Married
3
Master's
null
45.754099
Rural
Comprehensive
null
19
617
9
2022-10-27 15:21:39.209847
Poor
No
Rarely
House
466
1,189,516
26
Male
3,342
Single
3
High School
null
24.451499
Rural
Comprehensive
1
19
575
1
2019-10-21 15:21:39.143708
Average
Yes
Daily
Apartment
1,197
1,189,517
42
Female
53,366
Married
1
Master's
Employed
29.519913
Urban
Comprehensive
0
14
300
7
2024-03-11 15:21:39.274993
Good
Yes
Monthly
Condo
710
1,189,518
43
Male
145,980
Single
2
PhD
Self-Employed
10.737645
Rural
Premium
3
14
473
3
2020-04-08 15:21:39.237118
null
Yes
Rarely
House
447
1,189,519
52
Female
1,349
Divorced
3
Bachelor's
null
46.777903
Suburban
Basic
2
17
765
4
2023-07-26 15:21:39.252145
Poor
No
Monthly
Apartment
997
1,189,520
34
Female
35,478
Single
1
PhD
Employed
22.164639
Rural
Premium
0
6
308
5
2021-02-20 15:21:39.192212
Good
Yes
Rarely
Apartment
3,166
1,189,521
33
Female
21,328
null
3
PhD
null
28.84879
Rural
Basic
null
16
432
9
2023-03-13 15:21:39.248098
Average
No
Weekly
Apartment
1,152
1,189,522
41
Male
5,976
Married
3
Bachelor's
Self-Employed
5.633598
Rural
Comprehensive
2
2
847
3
2023-03-30 15:21:39.145732
Poor
No
Daily
Condo
792
1,189,523
60
Female
34,347
Divorced
1
Master's
Employed
14.017951
Rural
Premium
3
15
751
4
2021-06-04 15:21:39.188220
Good
No
Weekly
Apartment
934
1,189,524
27
Male
67,904
Divorced
1
PhD
Unemployed
42.176776
Suburban
Comprehensive
2
10
587
8
2022-08-27 15:21:39.185215
Poor
Yes
Rarely
Condo
2,146
1,189,525
63
Female
16,875
Married
3
PhD
Unemployed
28.933019
Urban
Comprehensive
1
14
714
4
2021-06-21 15:21:39.237118
Average
No
Daily
Apartment
513
1,189,526
60
Male
59
Divorced
0
Master's
null
10.142315
Suburban
Basic
null
15
330
1
2021-02-08 15:21:39.255696
Good
Yes
Monthly
Apartment
622
1,189,527
32
Male
81,677
Single
1
Master's
null
26.656926
Suburban
Basic
0
7
396
2
2021-09-21 15:21:39.208842
Good
Yes
Daily
Condo
1,208
1,189,528
43
Male
77,929
Divorced
0
High School
Self-Employed
12.471696
Suburban
Premium
null
14
510
4
2021-12-18 15:21:39.155231
Average
No
Weekly
Apartment
97
1,189,529
null
Male
912
Divorced
3
Master's
Unemployed
40.539581
Urban
Basic
null
5
426
5
2022-05-21 15:21:39.237118
Average
No
Daily
Apartment
996
1,189,530
42
Male
24,172
Married
0
Bachelor's
Employed
29.90413
Suburban
Basic
0
10
null
7
2023-02-14 15:21:39.134960
Poor
Yes
Daily
House
1,396
1,189,531
62
Male
11,203
null
1
Bachelor's
Unemployed
12.130151
Suburban
Comprehensive
1
5
393
1
2020-11-25 15:21:39.093681
Poor
No
Monthly
Condo
1,313
1,189,532
62
Female
48,532
Married
0
High School
Unemployed
24.270824
Urban
Basic
0
12
423
9
2024-04-13 15:21:39.133866
Poor
Yes
Monthly
House
1,194
1,189,533
53
Male
7,087
Divorced
2
PhD
Employed
24.574538
Urban
Basic
null
18
613
7
2020-01-03 15:21:39.192212
Poor
Yes
Daily
Condo
632
1,189,534
56
Male
17,561
Married
3
Master's
null
41.087979
Rural
Comprehensive
0
9
607
4
2022-07-26 15:21:39.281787
Average
No
Weekly
Apartment
24
1,189,535
20
Male
7,070
Single
0
High School
Employed
22.446872
Urban
Premium
1
12
602
3
2021-01-27 15:21:39.237118
Good
No
Monthly
Condo
1,188
1,189,536
54
Male
1,004
Married
4
Master's
Employed
31.719677
Rural
Premium
2
12
651
2
2023-02-27 15:21:39.188220
Poor
Yes
Daily
Apartment
2,445
1,189,537
41
Female
25,961
Single
0
Master's
Unemployed
38.827264
Rural
Comprehensive
2
5
843
9
2022-03-31 15:21:39.155231
Average
No
Daily
Condo
1,034
1,189,538
40
Female
17,054
Single
2
High School
Self-Employed
null
Suburban
Comprehensive
null
19
489
4
2021-08-11 15:21:39.278402
Poor
Yes
Daily
Condo
1,348
1,189,539
53
Male
4,348
Married
4
Bachelor's
Self-Employed
25.823374
Rural
Comprehensive
1
5
475
4
2023-03-24 15:21:39.237118
Poor
Yes
Daily
Condo
642
1,189,540
28
Female
1,586
Divorced
0
High School
Self-Employed
22.484325
Urban
Premium
3
12
586
8
2020-11-30 15:21:39.134960
Average
No
Rarely
House
1,170
1,189,541
44
Female
15,507
Single
4
Master's
null
35.879369
Rural
Comprehensive
0
1
513
4
2021-09-10 15:21:39.253660
Poor
Yes
Daily
Apartment
539
1,189,542
35
Female
10,892
Divorced
3
High School
Self-Employed
13.979751
Suburban
Premium
null
4
731
7
2023-10-12 15:21:39.134960
Good
No
Weekly
Condo
563
1,189,543
22
Female
20,676
Married
2
High School
Self-Employed
50.694831
Rural
Premium
1
7
432
1
2023-08-02 15:21:39.246098
Poor
Yes
Rarely
House
522
1,189,544
56
Male
114,510
Single
4
Bachelor's
Employed
12.892145
Rural
Comprehensive
null
2
null
3
2020-08-17 15:21:39.190215
null
No
Daily
Condo
2,347
1,189,545
33
Male
85,835
Divorced
1
Master's
null
41.003388
Rural
Comprehensive
2
16
501
3
2020-01-04 15:21:39.226954
Poor
Yes
Monthly
Condo
605
1,189,546
54
Female
20,211
Divorced
3
PhD
Employed
26.874127
Urban
Basic
null
17
776
7
2024-01-14 15:21:39.199447
Poor
No
Weekly
Apartment
803
1,189,547
54
Male
3,837
Married
null
Master's
null
13.170775
Urban
Comprehensive
null
11
783
1
2024-02-20 15:21:39.237118
Poor
Yes
Rarely
Condo
4,074
1,189,548
19
Female
45,916
Married
3
Bachelor's
Employed
14.837486
Suburban
Premium
1
14
467
8
2020-02-19 15:21:39.225916
Good
Yes
Monthly
Condo
1,332
1,189,549
37
Male
5,824
Single
2
High School
null
18.247716
Suburban
Premium
null
5
557
3
2023-01-05 15:21:39.126661
null
No
Monthly
House
3,132
1,189,550
31
Female
23,451
Single
4
High School
Employed
null
Urban
Comprehensive
1
17
518
3
2020-10-26 15:21:39.226954
Good
Yes
Monthly
Condo
641
1,189,551
30
Male
4,419
Single
1
High School
Unemployed
7.737795
Rural
Comprehensive
1
12
379
6
2023-07-07 15:21:39.226954
Average
No
Rarely
Apartment
1,057
1,189,552
35
Female
3,904
Married
4
High School
Unemployed
15.174916
Suburban
Comprehensive
0
8
613
4
2022-01-17 15:21:39.105504
Good
No
Weekly
House
431
1,189,553
54
Female
77,520
Divorced
2
High School
null
9.091767
Rural
Comprehensive
null
6
699
2
2020-04-27 15:21:39.086123
null
Yes
Monthly
Condo
2,197
1,189,554
28
Female
141,756
Single
2
Bachelor's
Unemployed
25.040916
Urban
Basic
0
7
487
9
2022-06-06 15:21:39.246098
Average
Yes
Rarely
House
173
1,189,555
48
Female
43,736
Single
4
PhD
Unemployed
21.568937
Rural
Premium
1
13
776
1
2023-10-03 15:21:39.134960
Good
Yes
Monthly
Condo
943
1,189,556
48
Female
27,430
Married
1
High School
Employed
null
Suburban
Basic
1
9
495
4
2023-06-02 15:21:39.191219
Poor
No
Daily
Apartment
478
1,189,557
28
Male
24,297
Single
4
Master's
null
16.960925
Rural
Premium
null
13
845
6
2022-04-17 15:21:39.087123
Average
Yes
Rarely
Apartment
1,487
1,189,558
24
Male
41,784
Single
2
Bachelor's
Employed
33.067668
Rural
Comprehensive
null
6
745
8
2021-03-17 15:21:39.134960
Average
Yes
Daily
House
938
1,189,559
35
Male
49,537
Married
0
Bachelor's
Unemployed
37.167746
Rural
Premium
2
5
406
5
2020-05-10 15:21:39.264504
Good
Yes
Monthly
Condo
661
1,189,560
61
Male
15,540
Divorced
0
Master's
Self-Employed
9.979144
Urban
Premium
0
2
481
3
2020-12-23 15:21:39.263607
Poor
Yes
Weekly
House
825
1,189,561
33
Male
5,877
Single
2
Bachelor's
Employed
26.854294
Urban
Basic
5
14
727
1
2022-10-26 15:21:39.206847
Poor
Yes
Monthly
Condo
693
1,189,562
23
Male
9,087
Married
1
PhD
null
null
Rural
Basic
1
2
613
5
2023-06-29 15:21:39.171102
Good
Yes
Weekly
House
362
1,189,563
28
Male
38,139
Single
3
PhD
Unemployed
16.798642
Urban
Premium
0
5
761
9
2020-01-02 15:21:39.148733
null
Yes
Daily
Condo
2,461
1,189,564
26
Male
57,989
Married
0
Master's
Unemployed
6.957647
Rural
Comprehensive
null
5
843
2
2022-05-06 15:21:39.170099
null
No
Rarely
House
1,829
1,189,565
49
Female
null
Married
3
High School
Self-Employed
37.900023
Rural
Comprehensive
1
10
493
6
2022-05-02 15:21:39.229482
Good
No
Monthly
Apartment
30
1,189,566
27
Male
54,553
Married
0
High School
Self-Employed
20.703723
Rural
Comprehensive
3
5
809
8
2024-01-22 15:21:39.164044
Good
No
Daily
Apartment
1,844
1,189,567
19
Female
15,407
Married
4
Master's
Employed
31.944919
Urban
Basic
null
9
607
6
2024-07-14 15:21:39.124659
Poor
Yes
Weekly
House
733
1,189,568
48
Female
27,791
Divorced
1
High School
Unemployed
29.758079
Urban
Comprehensive
1
4
437
1
2021-07-20 15:21:39.237118
Good
Yes
Daily
House
977
1,189,569
60
Male
5,824
null
3
Bachelor's
Employed
50.395046
Rural
Comprehensive
0
0
null
7
2022-05-04 15:21:39.091080
Poor
Yes
Weekly
Apartment
486
1,189,570
53
Male
2,746
Single
1
High School
null
35.51562
Suburban
Premium
3
17
731
5
2022-11-21 15:21:39.276901
Average
No
Daily
Apartment
989
1,189,571
39
Female
null
Married
0
PhD
Employed
23.361368
Suburban
Comprehensive
2
17
825
3
2021-01-17 15:21:39.114118
Average
No
Daily
House
48
1,189,572
33
Female
3,483
Married
4
Bachelor's
null
22.382053
Urban
Premium
0
3
690
4
2023-10-25 15:21:39.279729
Poor
Yes
Rarely
Condo
1,835
1,189,573
56
Female
1,489
Single
1
Master's
Unemployed
5.442518
Suburban
Premium
2
13
830
5
2019-12-25 15:21:39.237118
Average
Yes
Monthly
House
2,898
1,189,574
58
Female
5,545
Single
4
Master's
Unemployed
37.857805
Suburban
Comprehensive
0
9
627
1
2021-07-15 15:21:39.237118
Poor
No
Daily
House
536
1,189,575
24
Female
39,139
Divorced
1
Bachelor's
Self-Employed
25.87841
Suburban
Comprehensive
0
15
null
2
2023-05-11 15:21:39.253660
Good
No
Monthly
Apartment
478
1,189,576
45
Male
11,982
Divorced
0
High School
Self-Employed
20.257837
Rural
Comprehensive
1
1
538
8
2021-12-20 15:21:39.245086
Average
Yes
Rarely
House
1,336
1,189,577
37
Female
627
Single
0
Master's
null
14.829947
Rural
Comprehensive
2
18
null
6
2024-05-24 15:21:39.134960
Poor
Yes
Daily
Apartment
689
1,189,578
58
Male
10,055
Single
2
High School
null
27.066208
Urban
Comprehensive
null
10
693
3
2021-10-15 15:21:39.155231
Good
No
Monthly
House
353
1,189,579
21
Female
12,315
Married
0
Master's
null
20.835603
Urban
Premium
2
12
null
4
2022-08-20 15:21:39.155231
Poor
No
Weekly
House
1,019
1,189,580
43
Female
12,084
Divorced
4
Master's
Employed
24.99229
Rural
Comprehensive
null
3
769
6
2022-07-10 15:21:39.088124
Good
No
Weekly
Condo
637
1,189,581
63
Female
26,681
Divorced
3
Master's
Self-Employed
12.14106
Urban
Comprehensive
1
6
658
9
2019-12-10 15:21:39.219432
Poor
Yes
Monthly
Condo
587
1,189,582
28
Female
43,892
Single
1
Bachelor's
null
null
Suburban
Basic
1
9
758
3
2020-12-10 15:21:39.146733
Average
Yes
Rarely
Apartment
1,421
1,189,583
60
Male
145,516
Single
4
Bachelor's
Employed
null
Urban
Basic
0
12
641
5
2021-01-11 15:21:39.199447
Good
Yes
Rarely
House
362
1,189,584
29
Female
20,968
Married
1
Bachelor's
null
22.73432
Rural
Comprehensive
1
7
558
8
2023-06-17 15:21:39.155231
Poor
Yes
Weekly
House
677
1,189,585
61
Female
18,341
Married
3
Master's
Unemployed
41.676376
Rural
Basic
null
9
591
1
2020-09-08 15:21:39.134960
Poor
No
Daily
Apartment
30
1,189,586
31
Male
83,323
Single
4
Master's
Self-Employed
15.184575
Suburban
Comprehensive
null
8
419
5
2021-08-19 15:21:39.132191
Good
Yes
Rarely
Condo
2,872
1,189,587
18
Female
11,908
Single
1
PhD
Unemployed
10.926113
Urban
Comprehensive
2
13
565
8
2021-05-11 15:21:39.176717
Good
No
Weekly
House
1,358
1,189,588
41
Male
3,852
Married
3
Bachelor's
null
17.094517
Suburban
Basic
null
16
447
4
2022-05-30 15:21:39.184157
Poor
No
Weekly
Condo
755
1,189,589
47
Female
61,230
Single
3
Master's
Employed
null
Suburban
Comprehensive
null
5
799
5
2019-11-04 15:21:39.170099
Average
No
Weekly
Condo
25
1,189,590
58
Male
45,956
Single
1
Master's
Unemployed
35.749244
Urban
Premium
null
5
761
1
2021-06-19 15:21:39.121169
Poor
Yes
Rarely
Apartment
959
1,189,591
39
Female
35,273
Married
0
High School
Employed
14.749349
Suburban
Basic
1
3
738
1
2020-01-13 15:21:39.168099
Average
No
Daily
Condo
449
1,189,592
54
Female
9,546
Divorced
0
Bachelor's
Self-Employed
5.824657
Urban
Basic
null
7
665
8
2023-03-04 15:21:39.251142
Average
No
Rarely
House
875
1,189,593
53
Male
44,969
Divorced
3
PhD
Self-Employed
12.865462
Rural
Comprehensive
0
9
634
1
2022-12-02 15:21:39.130190
Good
Yes
Weekly
House
380
1,189,594
29
Female
24,706
Single
1
Master's
null
26.572231
Rural
Comprehensive
0
16
null
4
2020-03-25 15:21:39.190215
Average
No
Monthly
Apartment
647
1,189,595
28
Female
16,124
Married
4
Bachelor's
Unemployed
48.981694
Rural
Basic
null
7
705
7
2022-08-10 15:21:39.265513
Good
Yes
Daily
Apartment
1,593
1,189,596
50
Female
40,753
Married
0
PhD
Self-Employed
26.93717
Urban
Basic
0
2
694
3
2024-05-25 15:21:39.092127
Good
No
Daily
Apartment
1,076
1,189,597
62
Male
10,075
Divorced
2
Master's
null
48.624006
Suburban
Basic
1
7
558
6
2023-11-21 15:21:39.232526
Average
No
Weekly
Condo
2,631
1,189,598
41
Female
77,565
Married
3
Bachelor's
Employed
25.958649
Suburban
Comprehensive
1
4
797
9
2019-08-18 15:21:39.134960
Good
No
Daily
House
61
1,189,599
36
Female
25,838
Divorced
2
PhD
Self-Employed
30.895691
Rural
Basic
null
14
null
2
2023-06-20 15:21:39.092127
Poor
Yes
Rarely
House
784