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
46,500
40
Male
2,473
Married
2
PhD
null
38.794175
Suburban
Basic
null
19
515
6
2023-06-21 15:21:39.237118
null
Yes
Monthly
House
1,804
46,501
25
Male
101,731
Divorced
3
High School
null
28.997568
Suburban
Basic
null
16
662
5
2021-07-23 15:21:39.204790
Good
No
Monthly
Apartment
199
46,502
27
Male
66,415
Divorced
4
Bachelor's
Unemployed
15.126066
Suburban
Premium
1
15
375
4
2021-09-04 15:21:39.180553
Poor
No
Rarely
Condo
3,602
46,503
49
Female
27,862
Divorced
4
Master's
null
null
Urban
Premium
2
6
449
7
2024-05-14 15:21:39.134960
Good
No
Daily
Apartment
1,258
46,504
47
Female
29,573
Married
0
High School
null
12.880028
Suburban
Comprehensive
null
10
466
2
2022-08-25 15:21:39.150730
null
Yes
Daily
Apartment
622
46,505
null
Female
12,073
Married
0
Master's
null
18.946194
Urban
Premium
0
8
687
1
2022-04-04 15:21:39.134960
Poor
Yes
Monthly
House
711
46,506
28
Female
62,336
Divorced
3
Master's
Self-Employed
null
Rural
Comprehensive
1
18
679
6
2022-05-31 15:21:39.134960
Average
Yes
Weekly
Apartment
38
46,507
28
Female
16,862
Married
0
Bachelor's
Self-Employed
15.330175
Suburban
Comprehensive
2
13
515
9
2020-12-30 15:21:39.120168
Average
No
Weekly
House
959
46,508
42
Male
92,771
Single
0
Master's
Unemployed
52.28871
Urban
Basic
null
14
360
2
2021-09-07 15:21:39.237118
Good
No
Rarely
Condo
1,482
46,509
31
Male
28,332
Divorced
1
Master's
Employed
27.726952
Urban
Premium
2
1
582
1
2022-04-07 15:21:39.278402
Good
Yes
Daily
Condo
2,768
46,510
21
Male
null
Married
2
Master's
Unemployed
13.279856
Suburban
Premium
1
1
400
6
2021-02-06 15:21:39.172097
Poor
Yes
Daily
Condo
610
46,511
60
Female
99,286
Married
0
Bachelor's
Employed
46.964746
Urban
Basic
1
15
365
1
2024-04-27 15:21:39.278402
Average
No
Rarely
House
777
46,512
32
Male
109,861
Single
4
Master's
Employed
3.510018
Rural
Comprehensive
0
19
432
6
2023-04-21 15:21:39.177724
Poor
Yes
Monthly
Condo
578
46,513
62
Male
18,644
Divorced
2
High School
Employed
18.915978
Rural
Comprehensive
null
10
511
8
2021-07-31 15:21:39.187211
Poor
No
Monthly
Apartment
3,107
46,514
39
Male
38,983
Married
1
Master's
Self-Employed
9.50933
Rural
Basic
1
17
554
6
2020-02-17 15:21:39.166062
Good
No
Rarely
Condo
664
46,515
22
Male
10,641
Married
2
High School
Self-Employed
25.189048
Suburban
Premium
0
6
451
7
2023-11-20 15:21:39.237118
Poor
Yes
Rarely
Apartment
121
46,516
30
Male
35,786
Divorced
3
Master's
null
15.895222
Rural
Basic
null
5
524
4
2021-02-12 15:21:39.134960
Good
No
Weekly
Condo
611
46,517
63
Male
68,820
Divorced
3
Bachelor's
null
36.121429
Rural
Premium
1
11
null
3
2022-08-07 15:21:39.146733
Poor
Yes
Weekly
House
151
46,518
25
Female
27,442
Divorced
2
PhD
Employed
null
Rural
Premium
1
17
733
9
2021-08-26 15:21:39.246098
Poor
Yes
Monthly
House
1,318
46,519
53
Female
68,508
Married
3
High School
Self-Employed
14.898134
Suburban
Premium
2
1
576
5
2024-02-14 15:21:39.087123
Average
No
Weekly
Condo
356
46,520
52
Female
14,982
Divorced
4
PhD
Unemployed
13.384594
Suburban
Basic
2
3
554
6
2020-08-09 15:21:39.274993
Poor
No
Monthly
Apartment
574
46,521
19
Male
1,588
Single
2
Bachelor's
null
37.884025
Suburban
Comprehensive
null
13
652
8
2022-04-17 15:21:39.134960
Poor
Yes
Monthly
Apartment
3,274
46,522
44
Female
13,118
Divorced
0
High School
Self-Employed
8.929227
Urban
Basic
0
13
746
3
2021-11-21 15:21:39.229482
Poor
No
Daily
Apartment
468
46,523
24
Female
39,717
Single
null
Master's
Unemployed
5.076408
Urban
Basic
0
0
621
2
2023-11-21 15:21:39.096739
Poor
Yes
Daily
Condo
563
46,524
30
Male
109,801
Single
0
Master's
Unemployed
30.606725
Urban
Premium
null
0
372
8
2023-07-23 15:21:39.117183
Poor
Yes
Weekly
House
376
46,525
24
Male
30,893
Married
4
Bachelor's
Self-Employed
35.275748
Rural
Premium
null
0
812
4
2024-01-03 15:21:39.155231
Poor
No
Weekly
Condo
624
46,526
42
Male
18,297
Married
4
Master's
Unemployed
7.253684
Urban
Basic
1
4
357
5
2022-10-21 15:21:39.134960
Average
Yes
Weekly
Condo
1,188
46,527
29
Female
12,981
Single
0
Master's
Unemployed
31.976238
Suburban
Premium
null
8
615
1
2024-01-10 15:21:39.134960
Average
No
Rarely
Apartment
827
46,528
37
Male
18,368
Single
1
Bachelor's
null
30.48651
Suburban
Basic
0
5
565
3
2019-11-27 15:21:39.210805
Average
No
Weekly
House
1,088
46,529
47
Female
23,961
Single
null
PhD
null
41.598601
Suburban
Comprehensive
1
1
325
1
2022-08-01 15:21:39.256696
Poor
No
Daily
House
1,636
46,530
44
Female
88,615
Married
2
Bachelor's
Unemployed
3.057112
Suburban
Basic
null
10
509
2
2020-03-17 15:21:39.252145
null
No
Monthly
Apartment
439
46,531
64
Male
17,069
Married
1
PhD
null
30.774841
Suburban
Basic
1
7
757
5
2020-12-31 15:21:39.231531
Average
Yes
Weekly
House
805
46,532
20
Male
32,727
Single
1
PhD
Self-Employed
21.907742
Suburban
Basic
null
6
653
2
2023-01-29 15:21:39.237118
Poor
No
Monthly
House
397
46,533
48
Male
5,981
null
3
Master's
Unemployed
40.532164
Suburban
Premium
2
13
352
2
2021-09-30 15:21:39.270454
Good
Yes
Daily
Apartment
1,605
46,534
30
Female
2,828
Married
null
Master's
Unemployed
46.552984
Urban
Comprehensive
0
2
394
1
2020-07-11 15:21:39.132191
Average
Yes
Weekly
House
916
46,535
35
Male
96,776
Married
0
Bachelor's
null
22.068764
Suburban
Premium
1
8
574
8
2019-09-24 15:21:39.151732
Good
Yes
Monthly
Apartment
2,470
46,536
46
Male
16,649
Divorced
1
Bachelor's
Self-Employed
32.6643
Suburban
Premium
0
6
602
8
2022-12-24 15:21:39.113566
Average
Yes
Rarely
Apartment
2,238
46,537
19
Female
78,837
Divorced
1
High School
null
32.80283
Suburban
Premium
0
16
758
7
2024-02-11 15:21:39.188220
null
Yes
Rarely
Apartment
140
46,538
40
Male
104,543
Divorced
1
Bachelor's
Self-Employed
45.634642
Suburban
Premium
1
16
326
5
2022-07-18 15:21:39.264504
Average
No
Monthly
Condo
3,866
46,539
42
Male
17,091
Married
3
High School
Self-Employed
19.601879
Rural
Premium
null
9
789
1
2022-09-25 15:21:39.247098
Poor
No
Rarely
Condo
2,845
46,540
56
Male
19,033
Married
2
High School
Self-Employed
27.797503
Suburban
Comprehensive
1
0
410
5
2021-05-16 15:21:39.175719
Poor
Yes
Weekly
House
2,756
46,541
56
Male
11,592
Married
1
Bachelor's
Self-Employed
23.025344
Urban
Basic
null
0
551
8
2024-02-14 15:21:39.263607
Poor
No
Rarely
Apartment
647
46,542
54
Female
14,071
Single
1
Bachelor's
Employed
47.939357
Rural
Basic
2
11
786
6
2019-12-13 15:21:39.126661
Poor
Yes
Monthly
Apartment
712
46,543
20
Male
71,430
Single
1
Master's
Self-Employed
24.69853
Urban
Premium
3
5
441
2
2019-10-29 15:21:39.178918
Good
No
Rarely
Apartment
710
46,544
35
Male
7,958
Married
3
High School
null
27.63976
Rural
Comprehensive
null
16
null
5
2020-12-25 15:21:39.274993
Poor
No
Daily
Apartment
859
46,545
46
Female
24,997
Divorced
0
Bachelor's
Unemployed
22.458098
Suburban
Basic
0
18
711
8
2023-06-08 15:21:39.221386
Average
Yes
Weekly
Apartment
2,087
46,546
55
Male
26,379
Divorced
0
Master's
null
42.236891
Suburban
Basic
3
19
726
9
2023-01-17 15:21:39.122134
Poor
Yes
Monthly
Apartment
979
46,547
42
Female
10,157
Married
3
Master's
null
20.918799
Urban
Premium
null
9
654
2
2021-12-02 15:21:39.087123
Average
Yes
Monthly
House
971
46,548
41
Female
40,585
Divorced
0
Bachelor's
Unemployed
24.63331
Suburban
Comprehensive
1
9
573
3
2023-12-07 15:21:39.080440
Poor
No
Monthly
House
1,657
46,549
60
Female
17,897
Divorced
4
PhD
null
4.012286
Urban
Basic
1
0
829
9
2023-04-07 15:21:39.274993
Poor
No
Weekly
Condo
192
46,550
55
Male
88,428
Married
4
Bachelor's
null
26.014095
Urban
Basic
null
6
null
6
2019-11-05 15:21:39.235012
null
Yes
Rarely
House
1,770
46,551
35
Male
7,074
Divorced
2
Master's
null
29.936582
Rural
Comprehensive
1
6
607
9
2019-11-16 15:21:39.093681
Poor
No
Weekly
Condo
486
46,552
47
Female
51,529
Married
3
High School
null
14.076448
Urban
Basic
1
10
340
4
2021-11-21 15:21:39.246098
null
No
Daily
Condo
2,088
46,553
31
Male
13,881
Single
2
High School
null
15.773784
Urban
Premium
1
6
805
9
2024-04-12 15:21:39.128286
Poor
Yes
Rarely
House
100
46,554
21
Male
26,672
Divorced
1
Bachelor's
Self-Employed
27.739467
Rural
Premium
null
18
670
1
2019-12-20 15:21:39.273973
Poor
Yes
Weekly
Condo
4,540
46,555
29
Male
29,505
Divorced
2
Master's
Unemployed
9.138824
Suburban
Premium
null
1
731
4
2021-04-09 15:21:39.247098
Average
Yes
Weekly
Condo
2,436
46,556
35
Male
20,262
Divorced
2
High School
null
37.153862
Urban
Basic
3
13
639
8
2021-11-24 15:21:39.181605
Poor
Yes
Weekly
Apartment
3,107
46,557
49
Male
61,905
Single
2
PhD
null
24.367639
Urban
Premium
null
17
834
6
2020-12-13 15:21:39.222387
Poor
Yes
Weekly
House
51
46,558
49
Male
93,837
Married
1
PhD
null
35.246728
Suburban
Premium
0
11
427
4
2022-12-08 15:21:39.205850
Good
Yes
Rarely
House
1,240
46,559
35
Female
56,723
Married
4
PhD
Unemployed
45.673692
Suburban
Comprehensive
0
17
727
8
2020-01-15 15:21:39.082499
Good
Yes
Monthly
Condo
150
46,560
31
Female
5,979
Divorced
4
Master's
Employed
38.278681
Urban
Basic
0
12
758
4
2024-06-23 15:21:39.228521
Good
Yes
Weekly
House
1,311
46,561
21
Female
3,924
Single
1
High School
Self-Employed
null
Urban
Comprehensive
null
2
831
8
2022-05-11 15:21:39.237118
Poor
No
Weekly
House
2,769
46,562
34
Male
29,096
Single
2
Bachelor's
null
29.665825
Suburban
Comprehensive
null
14
null
2
2022-05-26 15:21:39.247098
Average
Yes
Daily
Condo
35
46,563
26
Female
569
Single
3
PhD
Employed
27.059399
Rural
Basic
2
14
543
9
2021-11-13 15:21:39.185215
Average
No
Monthly
House
1,058
46,564
19
Male
14,894
Single
2
High School
Unemployed
33.812987
Suburban
Comprehensive
2
0
756
3
2019-09-08 15:21:39.155231
Good
Yes
Daily
House
913
46,565
63
Male
4,400
Single
4
High School
Employed
50.641287
Urban
Basic
null
19
704
9
2021-05-13 15:21:39.082499
null
Yes
Weekly
House
1,846
46,566
61
Female
62,852
Married
0
Bachelor's
null
17.080183
Urban
Comprehensive
1
4
677
9
2024-01-24 15:21:39.237118
null
Yes
Rarely
Apartment
362
46,567
53
Female
14,051
Single
1
High School
Unemployed
12.914238
Rural
Premium
1
1
558
4
2021-02-09 15:21:39.134960
Average
Yes
Rarely
Apartment
821
46,568
26
Female
44,250
Single
null
PhD
Unemployed
9.188979
Suburban
Basic
null
5
709
1
2023-01-15 15:21:39.123711
Poor
Yes
Weekly
House
738
46,569
45
Male
12,384
Single
2
Master's
null
42.914271
Rural
Premium
1
5
451
1
2022-11-10 15:21:39.085129
Poor
No
Monthly
Apartment
2,149
46,570
35
Female
2,563
Married
null
Master's
Unemployed
17.71668
Urban
Comprehensive
null
13
479
4
2021-01-30 15:21:39.134960
Good
Yes
Rarely
Condo
2,238
46,571
21
Male
1,596
Single
1
Bachelor's
Self-Employed
43.788311
Rural
Comprehensive
2
17
842
8
2020-08-03 15:21:39.169102
Average
No
Monthly
Apartment
487
46,572
34
Male
2,032
Single
3
Master's
Unemployed
23.351747
Urban
Basic
null
0
null
3
2020-08-02 15:21:39.257696
Good
Yes
Daily
Condo
434
46,573
31
Male
43,898
Single
0
High School
Employed
34.622003
Suburban
Comprehensive
0
6
305
9
2021-05-28 15:21:39.155231
Poor
No
Daily
Condo
477
46,574
56
Male
56,514
Divorced
4
PhD
Unemployed
43.937836
Suburban
Basic
null
1
442
6
2022-04-11 15:21:39.237118
Average
No
Daily
House
548
46,575
44
Male
37,633
Single
3
PhD
null
41.081097
Suburban
Premium
0
15
725
6
2024-03-20 15:21:39.144722
Poor
Yes
Monthly
Condo
936
46,576
47
Male
44,348
Married
null
High School
Unemployed
13.286761
Rural
Premium
1
9
820
2
2020-02-28 15:21:39.192212
Good
No
Weekly
House
29
46,577
39
Female
43,886
Divorced
null
Bachelor's
Employed
45.807301
Rural
Comprehensive
0
17
594
9
2023-08-25 15:21:39.256696
Poor
No
Monthly
House
237
46,578
24
Male
11,505
Single
3
High School
Employed
30.232064
Urban
Premium
null
6
668
2
2022-04-16 15:21:39.181605
Poor
No
Daily
Condo
739
46,579
27
Male
6,578
Divorced
2
Master's
Unemployed
14.874652
Suburban
Basic
null
14
739
8
2020-01-22 15:21:39.081504
null
Yes
Rarely
Condo
1,053
46,580
59
Female
7,082
Single
2
PhD
null
35.594699
Urban
Basic
null
11
573
7
2021-09-12 15:21:39.145732
Average
No
Monthly
House
20
46,581
62
Male
15,761
Single
0
Master's
Self-Employed
23.092438
Rural
Basic
0
16
711
3
2019-09-15 15:21:39.085129
Average
No
Rarely
House
1,520
46,582
35
Male
7,894
Single
null
PhD
null
21.966194
Rural
Basic
null
17
780
8
2020-09-24 15:21:39.155231
null
No
Rarely
Apartment
712
46,583
45
Male
26,121
Single
4
PhD
Self-Employed
37.096412
Rural
Premium
0
3
null
2
2020-11-04 15:21:39.155231
Average
Yes
Rarely
House
973
46,584
21
Female
41,798
Married
1
Master's
Employed
45.814988
Urban
Premium
null
4
646
2
2024-02-24 15:21:39.285112
Good
Yes
Weekly
House
35
46,585
60
Female
38,791
Single
1
Bachelor's
Self-Employed
35.176444
Suburban
Premium
null
12
519
1
2020-03-25 15:21:39.134960
Good
Yes
Rarely
House
532
46,586
23
Female
24,897
Single
0
High School
null
12.835242
Urban
Basic
1
15
567
7
2020-01-05 15:21:39.225916
Average
Yes
Weekly
Apartment
991
46,587
33
Female
15,939
Married
1
High School
Self-Employed
21.129972
Suburban
Comprehensive
null
5
499
2
2024-01-15 15:21:39.194829
Poor
Yes
Monthly
Condo
1,105
46,588
22
Female
2,536
Married
1
Master's
null
19.924896
Suburban
Premium
2
3
775
3
2023-07-15 15:21:39.155231
Good
No
Monthly
House
806
46,589
33
Male
7,098
Single
2
High School
null
4.869277
Suburban
Basic
null
2
543
1
2021-08-27 15:21:39.171102
Good
Yes
Monthly
Apartment
1,878
46,590
61
Female
17,095
Married
1
Master's
Unemployed
15.881346
Rural
Comprehensive
2
0
677
3
2022-10-21 15:21:39.181605
Average
No
Weekly
House
468
46,591
18
Female
9,791
Single
2
PhD
Employed
18.080053
Suburban
Premium
null
6
498
7
2024-04-23 15:21:39.124659
Poor
Yes
Rarely
House
518
46,592
42
Female
3,418
Single
null
PhD
Self-Employed
24.985979
Urban
Premium
2
11
null
9
2021-01-15 15:21:39.194829
Poor
No
Daily
House
1,356
46,593
53
Male
25,594
Married
4
Bachelor's
Self-Employed
18.749021
Urban
Premium
0
8
790
5
2023-03-04 15:21:39.237118
Good
Yes
Weekly
Condo
672
46,594
49
Female
null
Single
3
PhD
Unemployed
35.056425
Suburban
Basic
1
8
434
6
2020-02-07 15:21:39.134960
Good
No
Daily
Condo
1,034
46,595
null
Male
805
Divorced
0
Bachelor's
Employed
18.708119
Rural
Basic
0
12
316
9
2021-02-16 15:21:39.282785
Good
No
Daily
House
1,757
46,596
33
Male
58,738
Married
4
Bachelor's
Unemployed
27.881744
Urban
Premium
2
9
382
5
2022-10-09 15:21:39.230483
Good
No
Weekly
House
1,245
46,597
41
Male
14,092
Divorced
3
High School
null
47.643297
Rural
Comprehensive
null
13
null
1
2022-08-21 15:21:39.258696
Poor
No
Daily
Apartment
2,160
46,598
50
Female
52,934
Divorced
2
Bachelor's
Unemployed
41.939232
Rural
Premium
null
15
414
7
2024-05-15 15:21:39.091080
Average
Yes
Daily
House
939
46,599
53
Female
88,065
Married
2
PhD
Unemployed
26.827303
Urban
Premium
0
3
387
3
2021-03-25 15:21:39.134960
Poor
Yes
Rarely
House
997