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
1,176,500
50
Female
6,962
Married
0
Master's
null
null
Suburban
Premium
null
14
538
5
2020-07-26 15:21:39.087123
Average
No
Monthly
Apartment
2,149
1,176,501
19
Female
2,586
Divorced
0
PhD
null
16.559786
Rural
Comprehensive
null
17
410
6
2024-05-06 15:21:39.155231
Poor
Yes
Rarely
Apartment
3,262
1,176,502
41
Male
null
Single
2
Bachelor's
Employed
23.9375
Urban
Premium
null
17
420
8
2023-07-21 15:21:39.134960
Good
Yes
Monthly
Condo
958
1,176,503
25
Female
20,372
Single
0
Bachelor's
null
17.726122
Rural
Premium
0
8
526
8
2024-04-29 15:21:39.132191
Average
No
Rarely
Condo
1,709
1,176,504
48
Male
65,452
Single
3
High School
Unemployed
29.151835
Rural
Comprehensive
3
8
447
9
2022-04-25 15:21:39.155231
Poor
No
Rarely
House
2,117
1,176,505
24
Male
7,074
Married
2
Master's
Unemployed
15.078126
Urban
Comprehensive
null
17
821
4
2021-02-27 15:21:39.081504
Poor
Yes
Daily
Apartment
2,369
1,176,506
22
Female
30,213
Divorced
2
Master's
null
34.824712
Suburban
Basic
null
1
839
7
2022-02-28 15:21:39.258696
Poor
No
Rarely
Condo
116
1,176,507
28
Female
5,828
Single
3
Master's
null
26.252627
Urban
Premium
null
18
null
9
2020-02-27 15:21:39.205850
Average
No
Weekly
House
1,134
1,176,508
31
Male
74,554
Single
null
High School
Employed
10.977295
Suburban
Premium
1
18
394
2
2020-11-12 15:21:39.086123
Average
Yes
Rarely
Apartment
1,694
1,176,509
33
Male
47,973
Single
1
PhD
Unemployed
20.074519
Urban
Comprehensive
2
14
706
6
2020-07-27 15:21:39.171102
Good
Yes
Rarely
Condo
2,907
1,176,510
60
Female
38,363
Married
2
Master's
Employed
41.676376
Urban
Comprehensive
0
11
782
8
2024-05-28 15:21:39.112553
Poor
Yes
Monthly
Condo
572
1,176,511
37
Male
14,984
Married
4
Bachelor's
Self-Employed
33.677022
Suburban
Basic
0
1
758
5
2024-05-10 15:21:39.155231
Poor
Yes
Monthly
Condo
2,300
1,176,512
57
Female
39,473
Divorced
0
Master's
Unemployed
38.52275
Suburban
Premium
1
14
529
3
2023-10-22 15:21:39.244069
null
No
Monthly
House
1,257
1,176,513
38
Female
8,099
Divorced
3
Bachelor's
Self-Employed
37.996692
Urban
Premium
null
16
572
8
2021-09-29 15:21:39.232526
Average
No
Monthly
Apartment
624
1,176,514
53
Male
6,880
Married
4
High School
Unemployed
34.487209
Urban
Premium
1
4
584
4
2023-04-07 15:21:39.151732
Average
No
Daily
Apartment
696
1,176,515
54
Male
989
Married
0
PhD
null
17.712989
Urban
Basic
1
7
582
1
2024-07-27 15:21:39.254678
Good
No
Weekly
Apartment
416
1,176,516
38
Male
15,123
Single
4
High School
Unemployed
null
Urban
Basic
1
1
646
2
2024-07-29 15:21:39.288099
Poor
No
Monthly
Apartment
1,147
1,176,517
24
Female
40,612
Single
3
High School
Employed
null
Rural
Basic
0
12
658
9
2023-09-05 15:21:39.206847
Poor
Yes
Weekly
Condo
1,311
1,176,518
21
Female
29,310
Single
null
Bachelor's
null
11.926311
Rural
Basic
2
16
599
9
2021-08-02 15:21:39.175719
Poor
No
Monthly
House
906
1,176,519
51
Male
45,642
Divorced
2
Master's
Self-Employed
11.332741
Suburban
Basic
2
10
360
2
2021-12-12 15:21:39.107553
Average
Yes
Daily
Apartment
2,259
1,176,520
36
Female
23,151
Single
0
Master's
Employed
45.848583
Urban
Comprehensive
null
11
775
5
2021-11-19 15:21:39.155231
Good
Yes
Weekly
House
793
1,176,521
53
Male
44,773
Single
2
Master's
Employed
46.854196
Urban
Premium
3
16
595
1
2024-07-20 15:21:39.246098
Good
Yes
Rarely
House
2,615
1,176,522
44
Male
9,924
Single
1
Master's
null
49.94467
Suburban
Premium
1
0
442
3
2023-01-06 15:21:39.155231
Average
Yes
Rarely
House
1,494
1,176,523
60
Female
9,097
Single
3
Master's
Unemployed
33.935215
Urban
Comprehensive
1
3
821
1
2021-11-15 15:21:39.172097
Average
Yes
Rarely
Apartment
1,287
1,176,524
28
Male
28,523
Married
3
Master's
null
20.1779
Suburban
Basic
null
18
475
4
2023-06-11 15:21:39.134960
Average
No
Weekly
House
923
1,176,525
55
Male
107,305
Divorced
null
High School
null
8.723965
Rural
Comprehensive
2
4
716
9
2022-10-06 15:21:39.134960
Average
No
Weekly
Apartment
207
1,176,526
20
Female
93,989
Single
1
Master's
Employed
21.823792
Suburban
Basic
1
6
null
9
2023-08-02 15:21:39.196387
Poor
No
Rarely
Condo
215
1,176,527
27
Male
1,208
Single
null
Bachelor's
null
15.744897
Suburban
Basic
null
13
759
2
2024-07-16 15:21:39.106582
Average
Yes
Rarely
Condo
2,745
1,176,528
62
Female
1,429
Married
3
Master's
Unemployed
null
Urban
Premium
1
7
647
3
2019-11-14 15:21:39.126661
Poor
Yes
Monthly
House
453
1,176,529
39
Female
64,418
Divorced
0
Bachelor's
Self-Employed
25.374501
Suburban
Basic
2
15
826
3
2022-12-08 15:21:39.231531
null
No
Monthly
House
962
1,176,530
50
Male
25,554
Married
1
Master's
null
15.611397
Urban
Comprehensive
0
10
324
8
2023-05-29 15:21:39.172097
Poor
No
Weekly
Apartment
2,322
1,176,531
19
Female
28,139
Divorced
1
Bachelor's
Self-Employed
24.814071
Rural
Premium
null
1
838
5
2021-02-06 15:21:39.134960
Poor
No
Monthly
Apartment
809
1,176,532
45
Male
73,875
Single
2
Bachelor's
Self-Employed
7.236671
Urban
Comprehensive
2
6
671
1
2021-09-01 15:21:39.134960
Good
No
Daily
Apartment
25
1,176,533
28
Male
null
Divorced
0
Master's
Unemployed
5.898503
Suburban
Premium
0
17
302
7
2020-07-17 15:21:39.120168
Poor
No
Daily
Condo
133
1,176,534
62
Male
90,841
Divorced
4
Bachelor's
null
14.177714
Rural
Premium
4
14
547
5
2019-10-03 15:21:39.278402
Average
No
Weekly
Condo
25
1,176,535
19
Male
20,783
Single
2
High School
null
23.585735
Urban
Premium
null
13
783
3
2022-06-28 15:21:39.207847
Average
Yes
Daily
Condo
731
1,176,536
25
Female
30,358
Divorced
3
PhD
Unemployed
8.87936
Urban
Comprehensive
1
15
805
2
2021-03-05 15:21:39.134960
Average
No
Daily
Apartment
513
1,176,537
42
Female
39,661
Married
0
Bachelor's
Employed
12.141218
Urban
Premium
0
3
null
4
2019-12-23 15:21:39.155231
null
No
Rarely
House
1,242
1,176,538
30
Female
21,493
Married
3
Master's
Self-Employed
50.998027
Urban
Comprehensive
2
10
null
8
2021-11-23 15:21:39.247098
Average
No
Rarely
Condo
558
1,176,539
39
Male
69,800
Married
0
PhD
null
28.616833
Urban
Basic
0
10
777
6
2022-04-13 15:21:39.155231
Average
Yes
Rarely
House
229
1,176,540
25
Male
3,819
Divorced
null
High School
null
21.827475
Suburban
Premium
1
10
682
7
2022-11-28 15:21:39.178918
null
Yes
Daily
Apartment
531
1,176,541
24
Female
18,899
Divorced
3
Master's
Self-Employed
22.876003
Suburban
Comprehensive
1
12
791
2
2019-12-08 15:21:39.244069
Good
Yes
Weekly
House
2,027
1,176,542
47
Female
null
Single
null
PhD
null
28.079649
Suburban
Premium
null
0
714
7
2022-06-03 15:21:39.172097
Average
Yes
Rarely
House
245
1,176,543
50
Male
6,837
null
0
Master's
Unemployed
25.84845
Rural
Premium
1
0
688
4
2022-05-23 15:21:39.194829
Average
Yes
Daily
House
731
1,176,544
30
Female
142,489
Divorced
0
Bachelor's
null
null
Rural
Premium
null
12
411
8
2019-10-05 15:21:39.277975
null
No
Daily
House
946
1,176,545
19
Male
3,906
Divorced
3
High School
Unemployed
26.336761
Urban
Comprehensive
2
1
372
4
2019-10-07 15:21:39.087123
Average
No
Daily
Apartment
1,509
1,176,546
53
Female
5,538
Single
1
Master's
Self-Employed
51.569596
Suburban
Premium
null
15
null
4
2022-11-15 15:21:39.155231
Good
No
Weekly
House
511
1,176,547
33
Male
41,131
Married
4
Master's
Self-Employed
35.819088
Rural
Basic
1
18
596
4
2022-02-08 15:21:39.237118
Average
Yes
Monthly
Apartment
2,096
1,176,548
36
Female
29,207
Married
4
Bachelor's
Employed
16.154875
Suburban
Comprehensive
null
19
847
3
2020-11-09 15:21:39.253660
Average
No
Monthly
Apartment
1,224
1,176,549
63
Male
121,709
Single
0
High School
Self-Employed
20.527085
Urban
Premium
1
11
671
1
2023-12-17 15:21:39.095696
Good
Yes
Monthly
Condo
391
1,176,550
40
Male
52,442
Single
null
High School
Unemployed
40.347715
Urban
Premium
3
19
767
8
2023-03-05 15:21:39.154008
Poor
Yes
Weekly
House
387
1,176,551
29
Female
46,167
Divorced
0
Master's
null
19.534121
Suburban
Premium
3
0
795
5
2020-02-14 15:21:39.236064
Average
Yes
Daily
Apartment
1,031
1,176,552
56
Male
394
Married
2
High School
Employed
15.691191
Urban
Premium
1
18
819
9
2020-09-29 15:21:39.174719
Poor
No
Weekly
Apartment
1,677
1,176,553
36
Female
1,656
Single
2
PhD
null
11.074721
Rural
Premium
null
1
532
4
2019-10-05 15:21:39.115178
Poor
No
Monthly
Condo
3,630
1,176,554
58
Female
14,463
Single
3
High School
null
28.745424
Urban
Comprehensive
3
13
462
8
2020-06-27 15:21:39.123711
Poor
Yes
Daily
Apartment
398
1,176,555
38
Female
34,656
Single
0
High School
Employed
33.967892
Suburban
Comprehensive
0
12
648
7
2023-09-13 15:21:39.174719
Average
No
Monthly
Apartment
1,262
1,176,556
22
Male
null
Married
1
PhD
Unemployed
35.739872
Rural
Premium
2
12
452
7
2022-02-09 15:21:39.188220
Poor
Yes
Weekly
Apartment
1,523
1,176,557
20
Female
1,204
Divorced
3
PhD
Unemployed
null
Urban
Comprehensive
2
9
745
4
2024-01-19 15:21:39.177724
Poor
No
Daily
Condo
2,172
1,176,558
44
Male
13,983
Married
null
Master's
Self-Employed
13.652028
Suburban
Premium
null
11
751
8
2023-12-05 15:21:39.134960
Average
No
Rarely
House
36
1,176,559
19
Female
5,569
Married
4
Master's
Unemployed
18.582715
Suburban
Basic
0
14
784
9
2024-04-10 15:21:39.237118
Average
Yes
Weekly
House
182
1,176,560
30
Male
713
Divorced
3
Master's
Self-Employed
25.922685
Urban
Comprehensive
null
18
null
7
2021-02-11 15:21:39.226954
Poor
Yes
Monthly
Condo
20
1,176,561
43
Male
8,982
Single
1
Bachelor's
Unemployed
14.17261
Rural
Premium
0
0
644
7
2020-10-02 15:21:39.134960
Good
Yes
Weekly
House
638
1,176,562
32
Female
7,991
Divorced
null
Bachelor's
null
22.726681
Rural
Premium
1
18
781
8
2022-12-09 15:21:39.134960
Average
Yes
Daily
House
798
1,176,563
58
Female
26,399
Single
4
High School
Unemployed
null
Rural
Premium
null
17
682
7
2022-10-20 15:21:39.192212
Poor
No
Monthly
House
1,614
1,176,564
42
Female
126,925
Single
3
Master's
Unemployed
30.30395
Urban
Comprehensive
null
11
329
9
2022-09-26 15:21:39.155231
Average
No
Weekly
Apartment
585
1,176,565
21
Male
60,414
Divorced
2
PhD
Unemployed
32.772837
Rural
Premium
1
0
646
8
2023-01-03 15:21:39.221386
Good
Yes
Rarely
House
254
1,176,566
53
Male
38
Divorced
4
High School
Employed
46.917852
Suburban
Basic
3
15
585
1
2020-03-04 15:21:39.173834
Average
Yes
Rarely
Condo
1,047
1,176,567
38
Male
6,853
Divorced
0
High School
Employed
41.05892
Urban
Premium
2
5
488
8
2020-03-19 15:21:39.177724
Average
No
Weekly
Condo
1,334
1,176,568
33
Male
15,459
Divorced
3
Master's
Employed
23.038198
Urban
Premium
0
0
792
7
2021-09-11 15:21:39.132191
Average
Yes
Weekly
Apartment
739
1,176,569
22
Male
6,871
Divorced
1
High School
Self-Employed
24.639243
Suburban
Premium
null
10
479
5
2024-06-09 15:21:39.146733
Average
Yes
Rarely
Condo
1,313
1,176,570
57
Female
43,419
Married
3
PhD
null
14.099908
Rural
Comprehensive
2
10
594
8
2019-11-12 15:21:39.237118
Good
Yes
Monthly
Apartment
1,766
1,176,571
54
Female
45,308
Single
2
High School
Self-Employed
12.82066
Rural
Premium
null
17
786
9
2024-03-28 15:21:39.248098
Poor
No
Daily
House
1,059
1,176,572
51
Male
29,894
Single
0
High School
Employed
9.751214
Rural
Premium
0
12
780
6
2021-09-23 15:21:39.155231
Average
No
Monthly
Condo
612
1,176,573
46
Female
3,329
null
1
High School
Unemployed
43.397561
Suburban
Basic
2
0
492
9
2019-12-12 15:21:39.093681
Poor
Yes
Rarely
Condo
1,136
1,176,574
28
Female
5,081
Married
0
PhD
Employed
12.104618
Rural
Premium
null
15
515
4
2022-08-30 15:21:39.132191
Good
Yes
Weekly
House
1,201
1,176,575
25
Female
17,310
Divorced
3
High School
Self-Employed
16.705216
Suburban
Comprehensive
4
12
498
7
2019-10-27 15:21:39.134960
Average
No
Monthly
House
48
1,176,576
44
Female
14,071
Single
3
Bachelor's
null
null
Suburban
Comprehensive
0
2
547
1
2021-08-03 15:21:39.245086
Average
Yes
Monthly
Apartment
2,834
1,176,577
42
Male
19,574
Single
3
Bachelor's
Unemployed
40.503743
Rural
Premium
4
18
382
9
2024-05-11 15:21:39.094752
Poor
Yes
Rarely
House
1,856
1,176,578
59
Female
2,799
Married
3
Master's
Employed
33.068337
Urban
Premium
null
1
null
5
2023-10-12 15:21:39.237118
null
No
Monthly
House
1,053
1,176,579
60
Male
12,062
Divorced
null
PhD
Unemployed
6.787523
Rural
Basic
null
7
496
9
2024-03-08 15:21:39.092127
Good
Yes
Daily
Condo
486
1,176,580
41
Male
37,407
Single
4
Master's
null
7.443176
Urban
Basic
0
18
519
3
2021-04-11 15:21:39.251142
Good
Yes
Rarely
Condo
1,253
1,176,581
62
Female
33,438
Married
2
PhD
Self-Employed
22.791479
Urban
Comprehensive
1
12
null
3
2023-10-13 15:21:39.175719
Poor
Yes
Rarely
House
1,044
1,176,582
null
Female
46,134
Divorced
0
Bachelor's
null
40.679848
Rural
Premium
1
12
748
9
2022-12-21 15:21:39.222387
Average
Yes
Daily
House
963
1,176,583
40
Female
25,711
Married
3
PhD
Self-Employed
19.951438
Urban
Premium
0
14
541
5
2019-08-20 15:21:39.263607
Average
Yes
Weekly
House
1,705
1,176,584
61
Male
15,891
Married
1
Bachelor's
null
37.098242
Suburban
Premium
null
1
710
7
2024-08-08 15:21:39.237118
Average
No
Monthly
Condo
1,263
1,176,585
37
Male
43,896
Married
3
High School
Unemployed
12.895706
Urban
Comprehensive
null
10
646
9
2023-11-20 15:21:39.244069
Poor
Yes
Daily
Condo
651
1,176,586
64
Female
2,698
Married
3
Master's
Unemployed
36.735763
Urban
Premium
null
12
437
7
2020-07-22 15:21:39.250151
Average
No
Daily
House
1,643
1,176,587
42
Male
3,714
Married
null
PhD
Employed
14.624667
Suburban
Basic
null
2
496
2
2022-05-26 15:21:39.288099
Average
No
Monthly
Apartment
543
1,176,588
33
Male
14,839
null
1
Master's
Employed
30.948031
Urban
Basic
null
16
634
7
2023-10-02 15:21:39.104139
Poor
No
Rarely
Condo
2,025
1,176,589
63
Female
46,427
Married
4
High School
Employed
33.84431
Rural
Comprehensive
2
14
439
3
2021-12-05 15:21:39.253660
Good
No
Weekly
Condo
477
1,176,590
48
Female
null
Divorced
0
High School
Unemployed
30.247948
Urban
Premium
1
10
386
6
2021-05-07 15:21:39.166062
Poor
Yes
Daily
Condo
150
1,176,591
49
Female
44,632
Married
1
Bachelor's
Unemployed
32.59442
Urban
Premium
1
2
817
5
2023-07-13 15:21:39.081504
Good
No
Weekly
House
664
1,176,592
40
Male
20,257
Single
2
Bachelor's
Employed
43.124502
Rural
Premium
null
9
556
1
2023-06-02 15:21:39.229482
Poor
Yes
Rarely
Apartment
1,070
1,176,593
48
Male
36,130
Single
0
High School
null
34.812117
Suburban
Premium
0
4
null
5
2023-11-15 15:21:39.188220
Poor
Yes
Monthly
Condo
573
1,176,594
48
Male
20,629
Married
2
Master's
Employed
24.669033
Suburban
Basic
null
11
504
1
2022-10-17 15:21:39.110557
Good
Yes
Monthly
Apartment
206
1,176,595
41
Male
3,483
Single
3
Bachelor's
Employed
11.927891
Rural
Comprehensive
0
14
487
3
2021-05-28 15:21:39.131192
Good
No
Daily
House
472
1,176,596
36
Female
9,934
Married
null
Bachelor's
Unemployed
34.539695
Suburban
Premium
null
18
730
7
2021-12-10 15:21:39.255696
Average
No
Weekly
Apartment
892
1,176,597
44
Male
null
Divorced
3
Master's
Employed
32.664523
Suburban
Basic
1
9
373
2
2020-12-29 15:21:39.134960
Average
No
Weekly
House
582
1,176,598
38
Male
92,524
Single
1
Bachelor's
null
null
Rural
Premium
null
6
null
7
2022-08-11 15:21:39.134960
Average
No
Daily
Apartment
2,384
1,176,599
26
Female
79,902
Divorced
1
Master's
null
10.058871
Urban
Comprehensive
null
9
420
8
2021-05-13 15:21:39.122134
Good
Yes
Monthly
Apartment
1,118