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
1,193,500
36
Male
775
Married
3
Master's
Unemployed
38.641648
Rural
Comprehensive
1
3
441
7
2021-09-25 15:21:39.130190
Average
Yes
Daily
Apartment
1,403
1,193,501
56
Male
142,938
Single
4
PhD
Employed
13.878943
Rural
Comprehensive
null
15
391
1
2023-05-06 15:21:39.134960
Poor
Yes
Daily
House
619
1,193,502
20
Male
26,267
Divorced
4
PhD
Unemployed
40.281233
Rural
Comprehensive
null
5
472
2
2024-07-14 15:21:39.233998
Good
Yes
Daily
House
535
1,193,503
48
Male
9,069
Single
1
High School
null
22.845207
Urban
Premium
null
12
707
6
2022-10-12 15:21:39.145732
Good
Yes
Weekly
House
646
1,193,504
32
Male
5,647
Divorced
null
Master's
Unemployed
50.594548
Suburban
Comprehensive
null
19
315
6
2024-03-13 15:21:39.134960
Average
Yes
Daily
Condo
463
1,193,505
33
Female
102,601
Married
2
PhD
Self-Employed
42.272259
Suburban
Premium
2
7
745
6
2021-10-29 15:21:39.129190
Good
No
Weekly
Apartment
2,360
1,193,506
48
Male
38,272
Married
1
PhD
Self-Employed
31.935164
Rural
Basic
0
7
758
5
2020-07-17 15:21:39.233485
Good
No
Daily
Apartment
551
1,193,507
48
Male
9,072
Single
null
Bachelor's
Employed
6.868457
Suburban
Premium
null
6
769
4
2021-07-20 15:21:39.237118
Poor
No
Monthly
House
1,133
1,193,508
46
Male
35,321
Divorced
3
PhD
Unemployed
47.70826
Suburban
Basic
1
12
704
7
2021-03-13 15:21:39.237118
Poor
Yes
Monthly
House
931
1,193,509
36
Male
24,603
Married
3
Master's
null
22.9287
Rural
Comprehensive
null
19
543
8
2024-02-28 15:21:39.154008
Good
No
Rarely
House
1,009
1,193,510
50
Male
34,689
Divorced
2
Bachelor's
Unemployed
29.315965
Suburban
Premium
0
14
565
6
2020-09-30 15:21:39.155231
Good
Yes
Monthly
Apartment
1,335
1,193,511
61
Female
8,751
Divorced
4
Master's
Self-Employed
8.927997
Suburban
Basic
null
6
571
7
2020-06-25 15:21:39.257696
Poor
No
Monthly
House
862
1,193,512
61
Female
57,848
Single
0
PhD
Employed
8.798564
Suburban
Basic
null
19
446
1
2020-08-24 15:21:39.125660
Average
No
Daily
Apartment
1,871
1,193,513
56
Female
28,883
Single
0
PhD
Employed
42.884444
Urban
Basic
1
17
825
6
2021-03-21 15:21:39.134960
null
Yes
Weekly
House
889
1,193,514
55
Female
6,829
Divorced
2
High School
null
8.383253
Rural
Basic
1
13
561
5
2020-07-20 15:21:39.237118
Good
No
Weekly
House
1,556
1,193,515
46
Female
949
Married
1
PhD
Unemployed
35.987825
Urban
Basic
null
8
547
9
2023-05-16 15:21:39.167099
Good
No
Rarely
Apartment
98
1,193,516
46
Male
28,924
Single
3
Bachelor's
Self-Employed
21.947638
Suburban
Basic
1
18
827
3
2023-12-31 15:21:39.134960
Poor
Yes
Daily
Apartment
819
1,193,517
43
Male
1,338
Divorced
2
Bachelor's
Self-Employed
22.457959
Urban
Basic
2
0
679
5
2023-09-30 15:21:39.134960
Average
Yes
Daily
Apartment
495
1,193,518
21
Female
54,900
Divorced
4
Master's
Self-Employed
12.082689
Suburban
Premium
0
19
383
2
2022-10-27 15:21:39.268507
Good
No
Monthly
Apartment
2,047
1,193,519
34
Female
8,058
Married
3
Master's
null
49.770066
Urban
Basic
2
18
541
5
2022-11-10 15:21:39.202448
Poor
No
Monthly
Condo
21
1,193,520
25
Male
115,879
Single
1
Master's
Unemployed
32.868933
Rural
Premium
null
9
347
4
2024-07-21 15:21:39.105192
Poor
No
Monthly
Apartment
2,188
1,193,521
36
Male
2,369
Divorced
0
High School
null
34.824482
Rural
Premium
0
17
null
7
2019-10-11 15:21:39.229482
Average
Yes
Monthly
Condo
2,612
1,193,522
47
Male
31,855
Single
0
High School
Employed
15.167419
Suburban
Premium
null
19
347
4
2024-05-07 15:21:39.180553
Poor
Yes
Daily
House
1,516
1,193,523
43
Male
20,761
null
4
Master's
null
36.883631
Suburban
Basic
2
6
586
1
2021-10-08 15:21:39.254678
Average
Yes
Rarely
Apartment
964
1,193,524
46
Female
12,261
Divorced
1
High School
null
21.374345
Suburban
Comprehensive
null
2
null
8
2022-09-06 15:21:39.215386
Good
Yes
Weekly
Condo
1,240
1,193,525
48
Female
52,432
Single
3
Bachelor's
Self-Employed
36.01973
Rural
Premium
2
7
434
9
2021-02-01 15:21:39.185215
Average
Yes
Daily
Apartment
1,090
1,193,526
43
Female
17,983
Married
1
Master's
null
13.882057
Rural
Premium
1
4
847
6
2022-08-28 15:21:39.265513
Good
No
Weekly
Apartment
2,556
1,193,527
43
Female
58,844
Married
4
Master's
Self-Employed
38.726399
Rural
Basic
2
15
626
7
2022-06-02 15:21:39.107553
Poor
No
Weekly
Condo
2,518
1,193,528
21
Male
23,108
Single
null
High School
Self-Employed
null
Urban
Basic
null
15
513
1
2023-06-29 15:21:39.228521
Average
No
Daily
Apartment
740
1,193,529
33
Female
44,722
Divorced
null
Bachelor's
Employed
25.829098
Urban
Premium
1
8
784
4
2021-08-08 15:21:39.208842
Good
No
Daily
Condo
874
1,193,530
18
Female
50,851
Single
null
High School
null
14.459545
Urban
Comprehensive
null
12
307
5
2023-04-05 15:21:39.283783
Average
No
Weekly
House
456
1,193,531
37
Male
3,689
Single
0
Master's
Unemployed
18.807616
Rural
Premium
1
13
805
6
2023-06-26 15:21:39.094752
Good
No
Weekly
Condo
2,159
1,193,532
48
Female
45,622
Divorced
1
High School
Employed
8.018976
Suburban
Comprehensive
null
19
837
7
2020-09-22 15:21:39.147735
Average
Yes
Rarely
Condo
994
1,193,533
23
Female
2,543
Married
3
High School
Employed
45.985308
Suburban
Comprehensive
3
4
490
5
2019-09-21 15:21:39.271453
Poor
No
Weekly
Apartment
1,332
1,193,534
39
Male
59,834
Divorced
1
PhD
null
16.957672
Urban
Premium
0
1
427
3
2021-02-14 15:21:39.144722
Average
No
Weekly
Condo
1,415
1,193,535
58
Female
30,372
Single
1
Bachelor's
Self-Employed
24.085079
Rural
Comprehensive
null
11
591
2
2024-03-10 15:21:39.119168
Average
Yes
Monthly
Condo
749
1,193,536
19
Female
16,408
Divorced
4
Bachelor's
Self-Employed
45.824792
Urban
Comprehensive
2
12
323
9
2021-06-15 15:21:39.155231
Average
No
Weekly
House
1,613
1,193,537
37
Female
19,285
Divorced
3
Master's
Unemployed
20.917513
Suburban
Basic
null
19
751
3
2022-08-10 15:21:39.187211
Good
Yes
Weekly
Condo
1,405
1,193,538
58
Female
20
Single
0
High School
null
27.696585
Suburban
Premium
null
3
318
3
2020-10-06 15:21:39.237118
Good
No
Monthly
Condo
1,242
1,193,539
26
Female
38,217
Single
3
Master's
Unemployed
36.409536
Rural
Comprehensive
1
10
847
8
2021-02-06 15:21:39.134960
Good
Yes
Rarely
House
1,770
1,193,540
58
Female
6,881
Divorced
2
High School
Unemployed
20.066214
Urban
Basic
null
19
692
5
2023-10-18 15:21:39.192212
Average
Yes
Monthly
House
1,452
1,193,541
56
Male
3,290
Divorced
0
Bachelor's
Unemployed
26.143025
Suburban
Comprehensive
null
10
552
9
2019-12-24 15:21:39.124659
Average
No
Daily
Condo
37
1,193,542
56
Female
39,855
Divorced
2
Master's
Unemployed
23.85469
Suburban
Premium
1
3
575
7
2020-04-05 15:21:39.203442
Average
No
Daily
Condo
2,458
1,193,543
49
Male
2,894
Married
1
Master's
Self-Employed
35.392347
Rural
Premium
2
18
null
8
2022-04-14 15:21:39.126661
Good
No
Monthly
Apartment
489
1,193,544
29
Female
null
Married
3
Master's
Self-Employed
34.872185
Rural
Premium
0
16
519
5
2024-01-04 15:21:39.256696
Poor
No
Rarely
House
182
1,193,545
49
Male
11,220
Divorced
2
High School
null
22.458971
Rural
Basic
null
9
null
5
2021-04-06 15:21:39.148733
Poor
Yes
Monthly
Apartment
1,750
1,193,546
18
Male
26,498
Divorced
3
Master's
Self-Employed
9.924864
Urban
Basic
1
1
null
5
2020-02-27 15:21:39.196387
Poor
Yes
Weekly
House
1,602
1,193,547
47
Female
2,665
Married
null
PhD
Self-Employed
32.41183
Rural
Basic
2
9
360
2
2023-06-21 15:21:39.231531
null
Yes
Weekly
Apartment
1,602
1,193,548
26
Male
33,976
Single
null
High School
Self-Employed
12.926575
Suburban
Basic
null
6
556
4
2021-06-17 15:21:39.164044
Good
Yes
Daily
Apartment
917
1,193,549
40
Male
14,061
Single
0
Master's
Unemployed
20.235555
Suburban
Basic
0
7
727
7
2021-11-27 15:21:39.152732
null
Yes
Weekly
Condo
1,768
1,193,550
24
Male
10,313
Divorced
null
High School
null
45.67144
Urban
Basic
0
9
null
4
2023-05-04 15:21:39.143708
Good
No
Daily
Apartment
1,368
1,193,551
59
Male
53,951
Married
1
High School
Unemployed
4.283489
Rural
Basic
1
15
331
7
2022-11-27 15:21:39.237118
Average
Yes
Monthly
Condo
371
1,193,552
52
Male
37,406
Married
1
PhD
Self-Employed
25.010599
Suburban
Comprehensive
null
0
494
8
2021-12-09 15:21:39.126661
Good
No
Weekly
House
922
1,193,553
59
Female
19,264
Single
0
Bachelor's
Employed
6.848653
Suburban
Comprehensive
null
0
791
2
2021-07-13 15:21:39.177724
Poor
No
Monthly
House
2,479
1,193,554
28
Male
2,479
Divorced
0
Master's
Self-Employed
17.297958
Suburban
Premium
2
16
790
2
2023-02-19 15:21:39.172097
Good
No
Daily
Apartment
1,166
1,193,555
60
Male
7,062
Divorced
2
PhD
Self-Employed
34.934276
Suburban
Comprehensive
null
14
656
8
2023-01-29 15:21:39.096739
Good
No
Rarely
Apartment
1,405
1,193,556
45
Male
30,292
Married
2
High School
null
30.964604
Rural
Basic
1
8
null
5
2022-11-24 15:21:39.092127
Good
Yes
Weekly
Condo
1,241
1,193,557
48
Male
20,584
Divorced
4
Master's
null
37.682689
Rural
Comprehensive
null
10
null
7
2021-04-22 15:21:39.079128
Good
No
Rarely
Condo
476
1,193,558
50
Male
12,053
Single
2
Bachelor's
null
null
Suburban
Premium
1
16
null
5
2023-12-19 15:21:39.155231
Poor
No
Rarely
Apartment
788
1,193,559
30
Male
null
Single
0
Bachelor's
null
16.686875
Urban
Premium
3
5
791
2
2021-08-08 15:21:39.155231
null
No
Daily
Condo
2,196
1,193,560
57
Male
24,983
Single
1
Bachelor's
Self-Employed
31.06632
Suburban
Comprehensive
0
7
789
8
2022-04-25 15:21:39.244069
Poor
Yes
Rarely
House
872
1,193,561
41
Female
17,881
Divorced
2
High School
Employed
11.15391
Suburban
Premium
null
8
null
1
2022-02-22 15:21:39.237118
Poor
Yes
Monthly
House
684
1,193,562
46
Male
549
Married
2
Bachelor's
Self-Employed
25.236521
Rural
Comprehensive
3
19
790
3
2024-02-29 15:21:39.259788
Average
Yes
Weekly
Apartment
3,291
1,193,563
null
Female
25,287
Single
1
Bachelor's
null
5.642224
Urban
Comprehensive
0
9
674
6
2021-10-07 15:21:39.237118
Average
Yes
Weekly
House
932
1,193,564
23
Female
40,491
Divorced
1
Bachelor's
Self-Employed
37.271479
Rural
Basic
null
15
316
1
2022-04-06 15:21:39.254678
null
No
Daily
House
454
1,193,565
55
Female
3,532
Divorced
null
Bachelor's
Employed
29.329627
Suburban
Basic
null
6
328
5
2023-05-29 15:21:39.264504
Poor
Yes
Monthly
Apartment
1,297
1,193,566
41
Female
37,930
Divorced
0
Bachelor's
null
17.186542
Urban
Premium
0
19
772
7
2022-05-22 15:21:39.280784
Average
Yes
Weekly
Apartment
495
1,193,567
40
Male
1,266
Single
1
Bachelor's
Unemployed
40.539275
Urban
Comprehensive
1
8
588
1
2019-12-01 15:21:39.261856
Good
No
Daily
Condo
726
1,193,568
59
Female
2,780
Married
4
High School
Unemployed
24.496578
Urban
Comprehensive
3
4
617
4
2024-06-29 15:21:39.173834
Good
Yes
Rarely
Apartment
557
1,193,569
46
Male
23,457
Divorced
3
High School
Unemployed
21.487437
Urban
Comprehensive
1
18
532
8
2023-02-19 15:21:39.146733
Average
Yes
Rarely
House
472
1,193,570
58
Female
23,429
Single
3
High School
Employed
20.271519
Rural
Basic
null
4
null
7
2022-05-12 15:21:39.237118
Average
No
Weekly
House
724
1,193,571
60
Male
23,566
Married
null
High School
Employed
30.014463
Urban
Comprehensive
1
0
null
3
2020-06-22 15:21:39.237118
Poor
No
Daily
Condo
298
1,193,572
29
Female
8,078
Married
0
Bachelor's
Unemployed
41.32642
Urban
Basic
2
2
513
6
2022-05-10 15:21:39.166062
Poor
Yes
Rarely
Apartment
710
1,193,573
29
Female
5,691
Married
3
High School
Self-Employed
7.727067
Urban
Comprehensive
2
16
829
6
2022-07-20 15:21:39.223901
Poor
No
Rarely
Condo
684
1,193,574
42
Female
9,134
Divorced
2
Master's
Self-Employed
18.366441
Suburban
Premium
1
9
353
7
2020-12-29 15:21:39.252145
Average
Yes
Rarely
Condo
37
1,193,575
58
Female
6,916
Married
4
Master's
null
33.818137
Suburban
Comprehensive
null
19
418
4
2020-02-25 15:21:39.255696
Good
Yes
Rarely
Apartment
2,371
1,193,576
23
Female
25,154
Married
null
Bachelor's
Unemployed
7.98236
Rural
Premium
0
13
472
3
2024-07-09 15:21:39.279729
null
Yes
Weekly
House
1,568
1,193,577
29
Female
120,766
Divorced
1
High School
Self-Employed
36.610637
Suburban
Basic
1
19
null
3
2023-08-29 15:21:39.233485
Poor
No
Rarely
House
4,326
1,193,578
42
Female
132,298
Single
0
Master's
Unemployed
32.923383
Suburban
Premium
0
8
302
2
2023-08-02 15:21:39.219432
Average
No
Rarely
Condo
1,382
1,193,579
30
Female
5,943
Single
1
Master's
Self-Employed
7.764687
Suburban
Comprehensive
null
8
775
5
2022-02-26 15:21:39.100695
Average
Yes
Weekly
Apartment
946
1,193,580
34
Male
2,876
Divorced
null
PhD
Unemployed
10.728855
Urban
Premium
null
6
422
4
2023-01-08 15:21:39.134960
Poor
No
Monthly
House
461
1,193,581
20
Male
16,084
Divorced
3
High School
Employed
35.964007
Suburban
Basic
2
10
778
1
2019-09-02 15:21:39.176717
Poor
Yes
Rarely
Apartment
1,161
1,193,582
63
Female
9,071
Divorced
4
PhD
Employed
42.339733
Suburban
Comprehensive
null
0
622
2
2019-09-13 15:21:39.215386
null
No
Rarely
Condo
875
1,193,583
43
Female
93,842
Single
4
Master's
Employed
21.858666
Suburban
Comprehensive
2
1
767
9
2020-11-19 15:21:39.192212
Average
Yes
Monthly
Condo
2,579
1,193,584
63
Male
30,228
Divorced
4
Master's
null
16.816136
Urban
Basic
null
1
656
1
2022-01-10 15:21:39.244069
Poor
No
Rarely
Condo
943
1,193,585
61
Female
12,084
Divorced
4
Master's
Self-Employed
7.715342
Suburban
Basic
3
9
431
5
2022-06-07 15:21:39.134960
Good
No
Weekly
House
48
1,193,586
39
Female
44,856
Divorced
1
High School
Self-Employed
28.816763
Urban
Premium
0
2
798
2
2024-07-13 15:21:39.184157
null
Yes
Monthly
Apartment
1,128
1,193,587
42
Male
4,820
Divorced
2
Bachelor's
null
22.717261
Suburban
Comprehensive
0
6
379
6
2021-11-01 15:21:39.106582
Average
Yes
Daily
Condo
1,119
1,193,588
39
Male
111,905
Married
1
Bachelor's
Self-Employed
13.692769
Urban
Comprehensive
2
4
807
1
2023-02-10 15:21:39.211806
Good
Yes
Rarely
Apartment
1,838
1,193,589
null
Male
31,079
Divorced
3
Master's
Employed
22.979494
Rural
Comprehensive
null
12
null
7
2023-12-28 15:21:39.122134
Poor
Yes
Monthly
Condo
514
1,193,590
29
Male
18,072
Divorced
1
PhD
null
15.057651
Suburban
Comprehensive
0
7
null
7
2023-06-27 15:21:39.132191
Average
Yes
Weekly
Condo
616
1,193,591
47
Female
2,482
Married
0
PhD
Employed
40.934106
Suburban
Comprehensive
2
1
598
8
2020-08-26 15:21:39.263607
Good
No
Weekly
Apartment
648
1,193,592
40
Female
24,480
Single
2
Master's
null
34.249501
Suburban
Comprehensive
null
3
784
8
2022-10-12 15:21:39.287115
Poor
Yes
Weekly
Apartment
1,030
1,193,593
25
Female
29,368
Married
4
PhD
Unemployed
null
Rural
Basic
0
5
617
1
2023-09-29 15:21:39.280784
Poor
Yes
Monthly
House
642
1,193,594
35
Male
27,644
Divorced
2
PhD
null
5.824215
Urban
Basic
null
1
null
1
2020-11-05 15:21:39.196387
null
Yes
Rarely
Apartment
830
1,193,595
28
Male
107,812
null
4
Bachelor's
Self-Employed
49.004733
Urban
Basic
null
18
573
8
2023-06-02 15:21:39.176717
null
Yes
Rarely
Condo
709
1,193,596
45
Female
19,371
Divorced
0
PhD
null
3.67388
Suburban
Comprehensive
2
2
531
4
2021-04-07 15:21:39.272456
Average
Yes
Daily
House
567
1,193,597
63
Male
35,894
Divorced
1
PhD
Self-Employed
19.62267
Suburban
Premium
2
11
null
4
2023-11-29 15:21:39.096739
Average
No
Monthly
House
1,311
1,193,598
64
Female
122,748
Divorced
3
PhD
Unemployed
13.38153
Urban
Comprehensive
1
15
342
8
2023-01-13 15:21:39.134960
Good
No
Weekly
Condo
664
1,193,599
33
Female
61,357
Single
3
Master's
Employed
23.859107
Rural
Premium
2
9
null
1
2019-11-14 15:21:39.092127
Poor
No
Monthly
House
36