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
1,199,500
34
Female
35,754
Divorced
4
PhD
Unemployed
32.578539
Rural
Premium
1
15
551
9
2021-09-05 15:21:39.155231
Poor
Yes
Weekly
House
934
1,199,501
31
Male
5,165
Married
2
PhD
Unemployed
49.826929
Urban
Comprehensive
null
2
788
4
2023-01-06 15:21:39.079128
Poor
No
Weekly
Condo
1,878
1,199,502
36
Male
35,133
Divorced
null
PhD
Self-Employed
29.848593
Rural
Premium
null
5
577
6
2022-09-16 15:21:39.176717
Poor
Yes
Monthly
Condo
463
1,199,503
64
Male
44,101
Married
null
Bachelor's
Employed
38.957881
Urban
Basic
null
18
576
8
2020-11-02 15:21:39.252145
Good
No
Monthly
Apartment
2,726
1,199,504
47
Male
5,712
Single
2
PhD
Unemployed
38.27241
Urban
Basic
null
4
596
1
2022-09-02 15:21:39.155231
Poor
No
Daily
Condo
627
1,199,505
19
Female
24,548
Single
2
High School
Self-Employed
5.656685
Suburban
Comprehensive
1
1
460
7
2021-07-22 15:21:39.155231
Average
Yes
Weekly
Condo
4,909
1,199,506
29
Male
75,557
Divorced
4
PhD
Employed
22.598005
Suburban
Premium
null
8
437
2
2023-06-11 15:21:39.261856
Good
No
Monthly
House
155
1,199,507
19
Male
53,626
Single
3
Master's
null
8.634338
Rural
Comprehensive
1
12
415
1
2021-03-25 15:21:39.218388
Good
No
Monthly
Condo
1,200
1,199,508
37
Male
74,557
Married
3
PhD
Self-Employed
6.879347
Rural
Premium
null
14
null
2
2023-10-01 15:21:39.282785
Poor
Yes
Monthly
Apartment
3,732
1,199,509
29
Female
5,588
Divorced
2
High School
Self-Employed
7.172672
Urban
Basic
null
0
null
2
2023-02-10 15:21:39.276388
Average
Yes
Rarely
House
4,070
1,199,510
56
Female
37,223
Single
0
Master's
Unemployed
24.568426
Urban
Premium
1
2
675
8
2022-10-14 15:21:39.272456
Average
Yes
Monthly
House
707
1,199,511
40
Female
15,891
Married
1
PhD
Unemployed
null
Urban
Premium
2
16
603
8
2022-03-19 15:21:39.134960
Average
Yes
Monthly
House
1,190
1,199,512
29
Male
18,787
Single
0
PhD
null
29.687796
Rural
Basic
1
0
740
8
2023-06-07 15:21:39.134960
Good
Yes
Monthly
House
1,266
1,199,513
38
Female
23,152
Married
4
Master's
Self-Employed
26.68632
Suburban
Comprehensive
null
6
409
1
2024-05-07 15:21:39.250151
Poor
Yes
Daily
House
2,134
1,199,514
37
Male
null
Married
2
Master's
null
16.433629
Suburban
Basic
1
10
378
5
2023-02-18 15:21:39.194829
Average
Yes
Monthly
Apartment
603
1,199,515
37
Male
52,610
Married
0
Master's
Unemployed
8.863919
Suburban
Premium
2
16
345
6
2021-12-23 15:21:39.230483
Poor
No
Rarely
House
3,166
1,199,516
24
Female
18,783
Divorced
4
High School
Unemployed
31.937842
Rural
Premium
0
1
null
5
2021-12-25 15:21:39.112553
Average
No
Monthly
House
494
1,199,517
64
Male
28,112
Divorced
0
PhD
Self-Employed
11.35925
Urban
Basic
0
3
729
2
2021-09-17 15:21:39.168099
Average
No
Monthly
Condo
279
1,199,518
57
Female
81,014
Married
1
Master's
Self-Employed
30.145895
Urban
Comprehensive
null
9
301
6
2024-06-15 15:21:39.280784
Poor
Yes
Daily
Condo
904
1,199,519
62
Male
10,613
Divorced
3
High School
Self-Employed
42.827572
Suburban
Basic
0
7
608
6
2021-01-02 15:21:39.282785
Poor
Yes
Monthly
Condo
813
1,199,520
61
Male
70,097
Single
1
High School
null
40.939298
Suburban
Premium
1
9
416
1
2020-04-24 15:21:39.185215
Poor
No
Monthly
Condo
1,009
1,199,521
61
Male
13,982
Single
0
Master's
Employed
13.958748
Urban
Basic
1
3
613
9
2023-04-17 15:21:39.125660
Average
Yes
Weekly
Apartment
1,207
1,199,522
31
Male
16,107
Married
1
Master's
Self-Employed
29.074763
Suburban
Comprehensive
null
14
714
6
2021-05-08 15:21:39.149731
null
Yes
Daily
House
2,456
1,199,523
20
Female
8,054
Married
1
High School
Self-Employed
19.766589
Suburban
Premium
0
2
515
9
2021-01-07 15:21:39.120168
Average
Yes
Rarely
Apartment
1,631
1,199,524
49
Female
306
Single
0
High School
Employed
25.897242
Urban
Basic
null
13
536
7
2021-04-18 15:21:39.202448
Good
No
Weekly
Condo
1,060
1,199,525
41
Female
35,644
Married
1
PhD
Employed
18.885852
Rural
Comprehensive
2
3
746
1
2022-10-12 15:21:39.134960
Poor
No
Weekly
Apartment
1,724
1,199,526
36
Male
24,113
Divorced
1
High School
Unemployed
12.527781
Urban
Basic
null
12
null
8
2019-10-21 15:21:39.191219
Good
No
Rarely
Apartment
1,989
1,199,527
36
Female
121,141
Married
1
PhD
null
37.997924
Suburban
Basic
null
0
326
6
2022-11-18 15:21:39.255696
null
No
Daily
House
581
1,199,528
35
Female
81,540
Divorced
4
PhD
Employed
8.099804
Suburban
Basic
0
11
382
9
2020-08-26 15:21:39.192212
Good
Yes
Weekly
House
962
1,199,529
62
Female
33,805
Divorced
4
Master's
Employed
null
Rural
Basic
2
2
310
3
2022-02-15 15:21:39.237118
Average
No
Rarely
House
1,631
1,199,530
36
Male
15,198
Married
2
Master's
Unemployed
31.083471
Urban
Comprehensive
0
14
535
5
2022-05-25 15:21:39.205850
Poor
Yes
Daily
House
813
1,199,531
20
Female
48,717
Single
null
High School
Employed
15.713656
Urban
Basic
2
11
null
5
2020-06-23 15:21:39.280784
null
No
Daily
Condo
184
1,199,532
41
Male
36,752
Married
2
Master's
Self-Employed
32.85424
Rural
Basic
1
15
null
2
2022-06-10 15:21:39.186212
Good
No
Daily
Apartment
1,229
1,199,533
30
Female
34,803
Single
3
PhD
Employed
7.749462
Urban
Comprehensive
3
16
749
5
2020-06-23 15:21:39.221386
Average
No
Weekly
Condo
1,215
1,199,534
29
Male
25,791
Married
1
PhD
Self-Employed
50.584738
Suburban
Comprehensive
2
7
707
4
2023-05-11 15:21:39.283783
Poor
No
Rarely
Apartment
2,489
1,199,535
46
Male
46,315
Married
null
PhD
Unemployed
17.881776
Suburban
Premium
3
2
746
8
2023-02-16 15:21:39.237118
Good
No
Rarely
House
1,094
1,199,536
31
Male
17,784
Divorced
2
Bachelor's
Unemployed
39.103751
Urban
Premium
1
8
663
5
2021-11-19 15:21:39.237118
Poor
Yes
Daily
Condo
150
1,199,537
20
Male
14,077
Married
1
Bachelor's
Employed
13.919356
Urban
Premium
0
12
684
8
2023-05-12 15:21:39.168099
Average
No
Weekly
Condo
1,059
1,199,538
53
Male
29,593
Single
null
High School
Employed
28.818897
Rural
Comprehensive
null
14
602
5
2021-07-03 15:21:39.096739
Good
No
Daily
House
819
1,199,539
50
Male
29,164
Married
2
PhD
Employed
16.674406
Urban
Basic
1
12
741
1
2020-01-05 15:21:39.237118
Good
No
Rarely
House
184
1,199,540
20
Male
null
Married
null
Master's
null
36.938733
Suburban
Premium
null
14
447
2
2022-06-19 15:21:39.257696
Good
Yes
Monthly
House
2,126
1,199,541
41
Male
6,823
Married
2
Bachelor's
Self-Employed
11.060927
Suburban
Comprehensive
0
14
674
9
2023-03-15 15:21:39.155231
Poor
Yes
Daily
Condo
472
1,199,542
62
Female
null
Married
0
Master's
null
43.564121
Urban
Premium
null
8
653
2
2022-01-22 15:21:39.097737
Average
Yes
Rarely
Condo
337
1,199,543
36
Female
4,431
Single
null
High School
null
44.943177
Suburban
Premium
2
5
632
2
2020-03-11 15:21:39.148733
Average
Yes
Weekly
House
602
1,199,544
null
Male
16,982
Divorced
1
High School
Unemployed
4.863077
Suburban
Basic
1
16
689
3
2021-08-23 15:21:39.261856
Good
No
Daily
Condo
1,487
1,199,545
25
Male
36,102
Married
0
Master's
Unemployed
37.32271
Suburban
Basic
1
8
595
5
2021-10-18 15:21:39.094752
Poor
No
Daily
House
835
1,199,546
29
Male
30,368
Divorced
3
Bachelor's
Unemployed
11.022319
Suburban
Premium
null
8
null
1
2020-04-24 15:21:39.129190
Good
No
Monthly
Apartment
1,873
1,199,547
32
Female
539
Divorced
3
Master's
Employed
46.944432
Urban
Comprehensive
2
2
696
2
2020-03-08 15:21:39.155231
Average
Yes
Monthly
House
1,606
1,199,548
59
Male
7,708
Single
3
Bachelor's
Unemployed
28.724354
Urban
Comprehensive
1
6
759
7
2021-10-06 15:21:39.282785
Good
Yes
Monthly
Apartment
1,217
1,199,549
25
Female
9,715
Single
1
Bachelor's
Unemployed
24.958727
Suburban
Comprehensive
0
18
632
4
2022-11-30 15:21:39.267454
Average
No
Monthly
House
2,077
1,199,550
57
Male
18,106
Divorced
3
Master's
null
8.293899
Rural
Comprehensive
3
6
583
9
2021-12-27 15:21:39.247098
null
Yes
Daily
Apartment
1,131
1,199,551
36
Male
18,307
Married
4
Bachelor's
Unemployed
32.433399
Urban
Basic
null
9
663
8
2022-04-07 15:21:39.134960
Poor
Yes
Daily
Apartment
946
1,199,552
null
Female
23,015
Single
0
Bachelor's
null
36.407539
Suburban
Comprehensive
2
0
826
3
2024-07-22 15:21:39.207847
Average
Yes
Monthly
Condo
1,744
1,199,553
58
Female
23,755
Divorced
0
PhD
Unemployed
32.597928
Urban
Basic
3
17
621
9
2020-01-05 15:21:39.155231
Good
No
Monthly
House
477
1,199,554
56
Female
8,025
Single
0
Master's
null
13.538879
Urban
Basic
null
14
614
7
2024-01-19 15:21:39.253660
Good
Yes
Daily
House
803
1,199,555
31
Male
5,832
Single
null
Bachelor's
null
31.164411
Urban
Basic
null
12
772
5
2019-11-25 15:21:39.092127
Good
Yes
Daily
Apartment
3,446
1,199,556
36
Male
131,977
Married
4
Bachelor's
Self-Employed
48.508931
Suburban
Premium
0
17
536
9
2023-07-30 15:21:39.124659
Poor
Yes
Daily
Apartment
39
1,199,557
58
Male
86,648
Married
0
High School
Self-Employed
14.045914
Suburban
Basic
0
17
551
2
2021-06-20 15:21:39.250151
Poor
No
Daily
House
395
1,199,558
33
Male
60,797
Single
2
High School
null
36.958672
Rural
Premium
2
13
498
1
2021-01-20 15:21:39.252145
Average
Yes
Daily
Apartment
375
1,199,559
56
Male
3,184
Married
2
High School
null
31.251663
Urban
Premium
null
1
685
4
2023-10-27 15:21:39.246098
Average
Yes
Weekly
Condo
2,812
1,199,560
28
Male
23,952
Married
null
High School
Self-Employed
18.530967
Rural
Premium
3
17
483
1
2023-09-11 15:21:39.172097
Good
Yes
Weekly
House
1,228
1,199,561
40
Male
4,901
Single
2
PhD
Self-Employed
15.912605
Suburban
Basic
1
10
474
3
2020-03-18 15:21:39.134960
null
No
Daily
Apartment
1,061
1,199,562
38
Male
34,651
Divorced
3
Bachelor's
Self-Employed
10.577054
Rural
Premium
0
14
744
2
2021-06-10 15:21:39.274993
Average
Yes
Daily
Condo
1,461
1,199,563
47
Male
77,939
Divorced
4
High School
null
8.259847
Suburban
Premium
1
13
344
2
2021-01-28 15:21:39.150730
Poor
No
Daily
House
343
1,199,564
36
Female
31,134
Married
3
Master's
Self-Employed
27.929993
Suburban
Comprehensive
null
17
849
5
2024-04-26 15:21:39.249100
Average
No
Daily
Condo
725
1,199,565
35
Male
14,010
Single
2
High School
Employed
19.884913
Suburban
Premium
1
9
819
1
2020-12-08 15:21:39.155231
Good
No
Daily
House
1,171
1,199,566
37
Male
61,794
Married
1
Master's
Employed
10.286689
Suburban
Comprehensive
0
16
572
4
2024-01-27 15:21:39.258696
Average
Yes
Weekly
House
231
1,199,567
null
Female
70,845
Divorced
4
High School
null
20.518545
Urban
Premium
0
13
828
7
2020-05-11 15:21:39.155231
Good
Yes
Daily
Condo
384
1,199,568
27
Male
4,547
Married
1
Bachelor's
Self-Employed
null
Rural
Premium
null
7
null
7
2023-10-09 15:21:39.237118
Average
No
Daily
House
2,411
1,199,569
60
Male
15,274
Married
3
Bachelor's
null
7.794357
Suburban
Premium
1
17
null
3
2022-05-30 15:21:39.185215
Poor
No
Rarely
Condo
3,275
1,199,570
24
Male
2,456
Divorced
1
Bachelor's
Employed
17.716591
Rural
Comprehensive
0
10
771
8
2023-12-31 15:21:39.168099
Poor
Yes
Rarely
House
2,131
1,199,571
57
Female
2,718
Single
2
PhD
Employed
18.233869
Urban
Premium
1
11
720
6
2020-03-19 15:21:39.094752
Good
No
Rarely
Apartment
3,577
1,199,572
39
Female
8,072
Divorced
1
Master's
null
13.251606
Rural
Basic
0
8
446
8
2024-04-10 15:21:39.185215
Average
Yes
Daily
House
27
1,199,573
56
Male
5,904
Married
2
Master's
null
14.566591
Rural
Premium
null
5
595
4
2024-05-05 15:21:39.192212
Average
Yes
Weekly
Condo
817
1,199,574
57
Female
13,497
Divorced
1
PhD
Self-Employed
21.249569
Suburban
Premium
0
4
373
7
2023-08-31 15:21:39.235012
Average
No
Rarely
Condo
947
1,199,575
33
Male
3,243
Single
3
PhD
Employed
28.094964
Suburban
Comprehensive
0
2
413
5
2021-06-20 15:21:39.179186
Poor
Yes
Weekly
Condo
1,966
1,199,576
48
Female
4,717
Married
4
High School
Self-Employed
30.295526
Suburban
Premium
0
2
473
4
2021-03-09 15:21:39.134960
Average
Yes
Monthly
House
933
1,199,577
59
Female
1,112
Divorced
0
Master's
Self-Employed
8.946635
Urban
Basic
2
9
535
4
2021-08-31 15:21:39.173834
Average
Yes
Rarely
Apartment
1,489
1,199,578
21
Male
4,979
Single
3
PhD
Self-Employed
17.363319
Suburban
Premium
1
0
365
1
2020-06-26 15:21:39.134960
Good
No
Rarely
Apartment
1,311
1,199,579
53
Male
43,787
Divorced
0
High School
null
25.739168
Suburban
Basic
1
1
514
1
2023-03-11 15:21:39.222387
Poor
No
Daily
Condo
1,258
1,199,580
26
Female
9,741
Married
1
PhD
null
32.288467
Suburban
Comprehensive
0
0
null
3
2022-11-30 15:21:39.191219
Good
No
Rarely
Apartment
464
1,199,581
19
Female
34,803
Single
4
PhD
null
21.827881
Rural
Basic
0
8
527
1
2021-08-29 15:21:39.155231
Average
Yes
Weekly
House
49
1,199,582
30
Female
46,489
Divorced
null
Bachelor's
Employed
9.555428
Rural
Basic
3
8
531
2
2022-08-12 15:21:39.080440
Poor
Yes
Monthly
Apartment
2,939
1,199,583
28
Male
14,894
Married
1
PhD
Self-Employed
24.582003
Rural
Comprehensive
null
5
581
5
2023-02-07 15:21:39.086123
Poor
Yes
Weekly
Condo
3,853
1,199,584
39
Male
19,864
Single
2
PhD
Self-Employed
37.534673
Suburban
Basic
null
1
440
9
2023-11-24 15:21:39.225916
Good
No
Monthly
Condo
745
1,199,585
63
Female
35,998
Single
3
Master's
null
26.124213
Urban
Premium
null
6
null
1
2019-10-31 15:21:39.100695
Poor
Yes
Rarely
Apartment
1,058
1,199,586
60
Female
43,850
Single
2
High School
Employed
39.457591
Rural
Premium
null
18
827
3
2023-10-12 15:21:39.132191
null
No
Monthly
House
1,377
1,199,587
20
Male
29,137
Single
1
High School
null
47.64371
Urban
Comprehensive
1
2
691
1
2024-05-09 15:21:39.209847
Average
Yes
Rarely
Apartment
1,192
1,199,588
38
Female
null
Divorced
2
PhD
Self-Employed
50.636273
Urban
Premium
1
9
734
7
2021-11-18 15:21:39.219432
Poor
No
Daily
Apartment
2,144
1,199,589
25
Female
35,324
Single
3
PhD
Self-Employed
35.18141
Suburban
Comprehensive
3
5
391
8
2021-02-08 15:21:39.285112
Good
Yes
Monthly
Apartment
1,034
1,199,590
53
Female
43,940
Divorced
null
PhD
Unemployed
33.373828
Rural
Comprehensive
2
5
569
3
2021-07-13 15:21:39.134960
Good
Yes
Monthly
Condo
522
1,199,591
39
Female
1,709
Single
4
Bachelor's
Employed
33.0745
Urban
Comprehensive
1
13
null
2
2019-10-29 15:21:39.123711
null
No
Rarely
Apartment
1,184
1,199,592
37
Female
15,819
Single
4
PhD
Employed
36.838327
Urban
Comprehensive
1
7
null
9
2019-12-02 15:21:39.105504
Good
No
Daily
Apartment
2,840
1,199,593
28
Female
3,258
Single
2
Bachelor's
null
16.25384
Urban
Basic
null
19
382
3
2024-05-28 15:21:39.146733
Poor
No
Daily
Condo
1,122
1,199,594
40
Male
489
Married
4
PhD
Employed
11.295786
Rural
Basic
null
1
583
4
2024-06-28 15:21:39.230483
Good
No
Weekly
Apartment
401
1,199,595
41
Female
8,074
null
0
PhD
Self-Employed
41.64422
Urban
Premium
null
1
514
5
2024-06-02 15:21:39.130190
Good
No
Daily
House
82
1,199,596
60
Female
929
Married
0
High School
Unemployed
30.947495
Suburban
Basic
null
19
704
1
2020-04-06 15:21:39.134960
Good
Yes
Weekly
Apartment
38
1,199,597
31
Female
53,727
Married
0
Master's
Unemployed
9.716673
Suburban
Comprehensive
null
6
356
3
2021-10-18 15:21:39.237118
Average
No
Daily
House
541
1,199,598
51
Female
12,963
Single
0
High School
null
21.73578
Suburban
Basic
1
14
769
1
2021-01-09 15:21:39.177724
Poor
No
Monthly
Apartment
668
1,199,599
41
Female
49,085
Single
4
PhD
Employed
45.60705
Suburban
Basic
0
0
697
4
2022-05-24 15:21:39.283783
Average
Yes
Weekly
Condo
411