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
35,500
33
Male
18,227
Single
0
High School
Unemployed
28.534998
Rural
Comprehensive
1
2
519
8
2022-05-06 15:21:39.175719
Good
No
Monthly
Condo
1,864
35,501
39
Female
28,791
Divorced
2
PhD
Employed
11.947106
Urban
Basic
null
9
684
3
2024-01-20 15:21:39.081504
Average
Yes
Weekly
Apartment
1,410
35,502
39
Female
8,096
Single
3
Bachelor's
Employed
40.93909
Rural
Premium
0
18
706
3
2020-01-29 15:21:39.176717
Good
Yes
Daily
House
855
35,503
18
Female
1,808
Divorced
4
Master's
null
36.473331
Rural
Comprehensive
0
10
728
6
2020-06-02 15:21:39.167099
Good
No
Weekly
Apartment
251
35,504
25
Female
28,991
Single
0
PhD
null
19.924644
Suburban
Premium
null
16
734
4
2024-02-14 15:21:39.261856
Average
No
Weekly
House
733
35,505
44
Female
94,866
Divorced
1
Master's
Unemployed
28.146729
Urban
Premium
0
17
406
4
2021-04-06 15:21:39.272456
Average
No
Daily
Apartment
150
35,506
53
Male
14,279
Single
2
High School
Unemployed
21.053969
Rural
Basic
0
10
624
7
2020-07-24 15:21:39.188220
Good
Yes
Rarely
House
912
35,507
60
Male
null
Married
4
Bachelor's
Unemployed
21.648633
Rural
Premium
2
0
440
3
2023-03-13 15:21:39.094752
Good
No
Daily
House
24
35,508
18
Male
40,894
Married
3
Bachelor's
null
7.281265
Suburban
Basic
null
19
459
9
2021-09-16 15:21:39.149731
Poor
No
Weekly
Apartment
632
35,509
61
Female
72,414
Married
4
PhD
null
25.723591
Suburban
Basic
3
4
704
5
2022-12-16 15:21:39.085129
null
No
Rarely
House
668
35,510
22
Male
38,216
Single
1
Bachelor's
Self-Employed
32.923383
Rural
Premium
4
6
383
8
2020-09-02 15:21:39.208842
Good
Yes
Monthly
Condo
822
35,511
23
Female
43,869
Married
null
PhD
null
20.794176
Suburban
Premium
2
11
475
1
2022-11-26 15:21:39.220389
Average
Yes
Rarely
Apartment
3,580
35,512
56
Female
5,860
Single
1
Master's
Employed
33.094222
Rural
Comprehensive
4
14
560
7
2023-08-24 15:21:39.154008
Average
No
Daily
House
288
35,513
37
Male
35,781
Married
null
Bachelor's
null
32.373377
Rural
Basic
0
17
null
3
2022-02-24 15:21:39.180553
Good
No
Monthly
House
709
35,514
23
Female
1,097
Divorced
0
PhD
Self-Employed
37.2356
Urban
Premium
2
8
652
5
2023-11-06 15:21:39.134960
Poor
Yes
Rarely
Apartment
890
35,515
28
Female
46,819
Married
null
Bachelor's
null
8.943012
Urban
Comprehensive
4
9
573
9
2021-07-22 15:21:39.155231
null
No
Weekly
Apartment
772
35,516
46
Female
17,094
Single
1
High School
Self-Employed
17.73814
Urban
Premium
1
2
635
4
2023-11-18 15:21:39.237118
Poor
Yes
Monthly
Apartment
717
35,517
39
Male
38,662
Divorced
4
Bachelor's
Employed
41.977284
Suburban
Premium
1
10
null
7
2021-02-21 15:21:39.266452
Poor
No
Daily
Apartment
1,694
35,518
55
Male
12,928
Divorced
3
PhD
Unemployed
30.015962
Suburban
Premium
0
9
314
6
2023-10-31 15:21:39.281787
Average
Yes
Weekly
Apartment
996
35,519
47
Female
36,353
Married
1
PhD
null
9.685849
Suburban
Comprehensive
0
18
783
3
2020-05-05 15:21:39.134960
Good
No
Rarely
Apartment
662
35,520
59
Female
43,813
Married
1
High School
Unemployed
30.067946
Suburban
Basic
null
11
673
7
2022-05-27 15:21:39.235012
Good
Yes
Weekly
Condo
587
35,521
53
Female
82,288
Single
0
Master's
Employed
18.167568
Rural
Basic
null
14
501
9
2022-07-18 15:21:39.134960
Average
No
Daily
House
223
35,522
23
Male
15,556
Divorced
4
Bachelor's
Employed
22.41173
Urban
Basic
0
3
461
5
2024-06-04 15:21:39.125660
Good
Yes
Weekly
Apartment
2,131
35,523
62
Male
66,093
Divorced
3
High School
Unemployed
24.907649
Rural
Premium
null
18
588
6
2021-03-29 15:21:39.175719
Good
No
Daily
Condo
406
35,524
33
Male
1,885
Single
4
PhD
Self-Employed
26.684013
Rural
Basic
2
14
706
6
2021-03-11 15:21:39.237118
Average
Yes
Rarely
Condo
1,059
35,525
44
Female
38,550
Single
0
PhD
null
44.170175
Urban
Premium
0
12
397
9
2019-10-18 15:21:39.112553
Good
Yes
Daily
Condo
2,104
35,526
42
Male
30,379
Single
2
Master's
Employed
20.986072
Suburban
Comprehensive
3
5
379
5
2020-06-19 15:21:39.099739
Poor
Yes
Weekly
Apartment
2,240
35,527
56
Male
12,894
Single
2
Bachelor's
Self-Employed
15.738602
Urban
Basic
1
8
788
4
2020-07-18 15:21:39.155231
Average
Yes
Monthly
House
1,081
35,528
60
Male
1,077
Single
3
PhD
Self-Employed
47.267465
Rural
Premium
null
13
558
1
2022-10-09 15:21:39.084065
Poor
No
Weekly
Apartment
100
35,529
20
Female
27,705
Married
1
PhD
Self-Employed
3.813493
Rural
Premium
4
17
731
9
2020-08-25 15:21:39.131192
Good
Yes
Daily
Condo
677
35,530
20
Female
143,386
Married
1
High School
Self-Employed
14.076929
Suburban
Premium
null
19
382
7
2019-10-03 15:21:39.194829
Good
No
Daily
Condo
718
35,531
40
Female
105,833
Divorced
1
High School
null
20.826189
Suburban
Premium
0
14
382
9
2022-11-25 15:21:39.206847
Poor
Yes
Monthly
House
1,128
35,532
48
Female
4,922
Married
3
Master's
Unemployed
23.902507
Urban
Comprehensive
null
7
550
7
2022-05-08 15:21:39.236064
Average
Yes
Weekly
House
2,795
35,533
46
Male
30,861
Married
2
PhD
null
6.716561
Urban
Basic
1
6
546
2
2023-07-30 15:21:39.126661
Average
Yes
Weekly
House
626
35,534
19
Female
939
Divorced
4
PhD
null
null
Suburban
Premium
null
6
454
2
2022-07-13 15:21:39.248098
Poor
Yes
Daily
House
1,229
35,535
32
Female
16,126
Divorced
0
High School
Self-Employed
22.695934
Suburban
Comprehensive
0
19
731
5
2024-06-11 15:21:39.155231
Poor
No
Daily
Apartment
676
35,536
30
Female
4,737
Divorced
0
Master's
Self-Employed
15.633416
Urban
Premium
0
0
457
3
2022-08-04 15:21:39.288099
Average
Yes
Daily
House
4,360
35,537
45
Female
57,839
Single
1
Bachelor's
Unemployed
39.543136
Suburban
Comprehensive
null
8
391
2
2020-02-15 15:21:39.205850
Poor
No
Daily
Apartment
1,588
35,538
25
Female
34,310
Married
0
PhD
null
13.979041
Urban
Premium
1
9
501
8
2021-09-19 15:21:39.170099
Average
Yes
Rarely
Apartment
1,201
35,539
31
Female
32,002
Divorced
4
Bachelor's
Self-Employed
6.291749
Suburban
Premium
2
1
509
7
2022-11-28 15:21:39.130190
null
Yes
Rarely
Apartment
793
35,540
37
Female
15,862
Divorced
null
Bachelor's
null
13.829129
Suburban
Basic
null
3
584
3
2022-07-11 15:21:39.218388
Average
No
Rarely
House
1,453
35,541
41
Male
null
Divorced
1
Master's
Employed
21.836794
Suburban
Comprehensive
3
9
455
8
2024-03-27 15:21:39.106582
Good
Yes
Monthly
Apartment
2,362
35,542
36
Female
22,236
Divorced
1
Master's
null
16.16557
Urban
Premium
1
8
763
2
2021-02-01 15:21:39.155231
Average
Yes
Rarely
House
222
35,543
42
Female
25,571
Married
0
Master's
Unemployed
16.836342
Rural
Premium
null
11
738
6
2021-03-02 15:21:39.247098
Poor
Yes
Rarely
Apartment
563
35,544
59
Female
5,568
Divorced
2
Master's
null
46.671616
Urban
Comprehensive
0
15
549
6
2022-05-31 15:21:39.134960
Poor
No
Rarely
Apartment
1,093
35,545
55
Female
5,196
Divorced
0
PhD
null
17.161697
Rural
Premium
null
8
507
2
2021-08-08 15:21:39.223390
Poor
No
Daily
House
3,912
35,546
47
Male
31,879
Single
0
Bachelor's
null
33.144591
Rural
Premium
null
10
605
4
2020-05-06 15:21:39.129190
Good
Yes
Monthly
House
1,472
35,547
63
Male
37,481
Divorced
3
Bachelor's
Unemployed
36.174438
Suburban
Premium
1
0
432
7
2023-04-26 15:21:39.094752
Poor
Yes
Daily
Apartment
381
35,548
41
Male
28,215
Single
2
High School
Employed
25.879696
Urban
Comprehensive
2
8
582
9
2023-11-15 15:21:39.091080
Poor
No
Daily
Apartment
852
35,549
30
Male
108,286
Single
3
Bachelor's
null
36.12806
Urban
Basic
null
4
402
5
2021-10-24 15:21:39.134960
Poor
No
Weekly
House
1,204
35,550
54
Male
22,803
Married
0
PhD
null
31.883589
Urban
Premium
null
5
719
6
2022-04-30 15:21:39.090124
Good
Yes
Weekly
Condo
561
35,551
29
Female
30,224
Married
0
Bachelor's
Self-Employed
26.334846
Rural
Basic
0
14
565
2
2023-03-09 15:21:39.211806
Average
No
Daily
Condo
2,244
35,552
48
Male
39,305
Married
4
Master's
Employed
7.076324
Urban
Premium
2
17
484
1
2022-07-23 15:21:39.123711
Poor
Yes
Rarely
Apartment
1,544
35,553
62
Male
11,555
Single
4
High School
Self-Employed
22.796325
Rural
Comprehensive
0
13
541
9
2021-03-14 15:21:39.155231
Poor
Yes
Weekly
Apartment
1,498
35,554
35
Female
6,974
Married
0
PhD
Employed
27.879577
Rural
Comprehensive
null
0
614
2
2023-02-05 15:21:39.155231
Average
Yes
Daily
Condo
551
35,555
54
Female
56,718
Single
2
High School
null
39.608042
Urban
Premium
null
11
384
9
2024-05-21 15:21:39.209847
Good
Yes
Weekly
Apartment
145
35,556
40
Female
42,501
Single
1
Bachelor's
null
14.542203
Suburban
Basic
1
10
611
1
2020-12-18 15:21:39.189223
Poor
No
Monthly
House
448
35,557
64
Female
null
Single
1
High School
Self-Employed
44.35147
Suburban
Basic
2
5
494
9
2020-06-05 15:21:39.146733
Average
No
Daily
Condo
1,992
35,558
44
Male
14,791
Divorced
1
Bachelor's
null
38.472713
Rural
Comprehensive
3
18
744
8
2020-02-09 15:21:39.102694
Good
Yes
Rarely
Apartment
686
35,559
37
Female
7,375
Divorced
1
Bachelor's
Employed
7.811371
Urban
Comprehensive
1
2
799
6
2020-06-27 15:21:39.128286
Average
Yes
Monthly
House
1,521
35,560
31
Male
24,894
Married
3
Master's
Unemployed
null
Rural
Basic
1
11
526
2
2021-11-22 15:21:39.134960
Good
Yes
Weekly
House
669
35,561
25
Female
null
Single
3
PhD
Employed
28.055068
Rural
Basic
null
12
null
5
2021-05-31 15:21:39.154008
Good
Yes
Weekly
Apartment
50
35,562
55
Female
15,642
Divorced
3
High School
Unemployed
11.473412
Rural
Premium
0
19
749
8
2021-12-26 15:21:39.134960
Poor
Yes
Weekly
House
1,078
35,563
29
Female
16,076
Single
0
Master's
Self-Employed
22.93571
Rural
Premium
0
16
621
2
2020-10-12 15:21:39.192212
Poor
Yes
Monthly
House
2,085
35,564
54
Female
5,720
Divorced
4
PhD
Self-Employed
null
Suburban
Comprehensive
0
4
572
8
2020-07-15 15:21:39.124659
Average
Yes
Daily
Condo
1,099
35,565
25
Female
94,967
Married
3
High School
null
10.068404
Rural
Premium
1
9
508
3
2020-03-19 15:21:39.132191
Average
No
Rarely
Condo
3,453
35,566
54
Female
28,861
Married
0
Bachelor's
Self-Employed
29.469825
Rural
Comprehensive
1
8
810
5
2023-07-24 15:21:39.134960
Good
Yes
Monthly
Apartment
722
35,567
24
Male
27,112
Single
2
PhD
Unemployed
47.592363
Urban
Premium
null
0
null
4
2024-05-23 15:21:39.151732
Average
No
Daily
Condo
816
35,568
42
Female
1,326
Divorced
3
High School
Employed
null
Rural
Premium
null
16
687
5
2022-01-15 15:21:39.134960
Good
Yes
Daily
Apartment
867
35,569
20
Female
5,976
Divorced
4
PhD
Unemployed
22.936386
Urban
Comprehensive
1
18
721
3
2020-06-05 15:21:39.192212
Good
Yes
Rarely
Condo
2,271
35,570
45
Female
58,760
Married
0
PhD
Unemployed
14.351786
Rural
Basic
0
6
459
3
2020-11-19 15:21:39.192212
Average
No
Daily
Apartment
1,670
35,571
64
Male
27,950
Married
0
Bachelor's
null
35.43896
Urban
Basic
0
17
553
1
2019-09-14 15:21:39.146733
Good
Yes
Rarely
House
1,426
35,572
43
Female
82,484
Married
4
PhD
Self-Employed
null
Suburban
Premium
null
4
393
7
2024-03-23 15:21:39.107553
Average
Yes
Monthly
Condo
861
35,573
44
Female
3,380
Divorced
0
PhD
Self-Employed
34.246641
Suburban
Comprehensive
null
13
414
2
2022-10-13 15:21:39.086123
Good
No
Daily
Apartment
985
35,574
58
Female
627
Divorced
3
Master's
Unemployed
null
Urban
Basic
2
8
831
6
2023-10-16 15:21:39.261856
Good
No
Daily
Apartment
1,762
35,575
32
Male
11,970
Single
2
High School
null
41.868861
Suburban
Basic
null
5
788
7
2021-09-28 15:21:39.084065
Poor
Yes
Weekly
Condo
553
35,576
50
Male
64,012
Single
null
Master's
null
35.934844
Rural
Comprehensive
2
2
583
4
2022-12-14 15:21:39.190215
Poor
No
Rarely
House
413
35,577
33
Male
114,593
Married
2
High School
null
6.160892
Urban
Comprehensive
1
16
382
3
2022-06-30 15:21:39.134960
null
No
Weekly
Apartment
2,694
35,578
20
Male
44,943
Single
2
Bachelor's
Unemployed
12.093713
Urban
Comprehensive
0
1
427
9
2022-05-16 15:21:39.226954
null
Yes
Daily
Condo
1,405
35,579
28
Female
70,722
Married
null
High School
Employed
19.788928
Urban
Premium
0
10
394
8
2024-06-01 15:21:39.282785
Good
No
Weekly
House
1,060
35,580
42
Female
26,355
Divorced
0
High School
Self-Employed
52.84446
Urban
Premium
0
4
849
2
2023-07-24 15:21:39.237118
Poor
No
Daily
Apartment
769
35,581
29
Male
28,997
Divorced
1
Master's
Employed
7.086766
Suburban
Comprehensive
2
8
null
9
2023-05-07 15:21:39.222387
null
No
Monthly
Apartment
1,324
35,582
33
Female
66,822
Married
3
Bachelor's
Self-Employed
15.35116
Urban
Comprehensive
1
16
537
8
2020-05-24 15:21:39.281787
Poor
No
Daily
Apartment
393
35,583
56
Female
92,967
Married
1
High School
Self-Employed
null
Rural
Premium
null
2
509
7
2024-02-26 15:21:39.092127
Good
No
Weekly
House
511
35,584
44
Female
43,842
Divorced
4
Bachelor's
Unemployed
16.569609
Urban
Basic
0
4
688
5
2021-08-03 15:21:39.154008
Poor
Yes
Daily
Condo
776
35,585
64
Female
6,736
Divorced
3
High School
Employed
21.592302
Suburban
Basic
1
4
493
5
2024-06-04 15:21:39.125660
Average
No
Monthly
Apartment
1,390
35,586
50
Male
92,743
Married
3
Master's
Self-Employed
11.826015
Rural
Comprehensive
2
14
451
3
2020-05-11 15:21:39.134960
Poor
No
Monthly
Apartment
1,017
35,587
18
Female
60,583
Divorced
4
High School
null
23.282182
Urban
Basic
1
7
471
8
2023-08-27 15:21:39.184157
Poor
Yes
Rarely
House
2,798
35,588
58
Male
28,785
Married
2
PhD
Unemployed
40.566684
Rural
Basic
null
2
613
2
2023-05-15 15:21:39.166062
Poor
Yes
Daily
House
2,096
35,589
18
Male
2,415
Divorced
4
PhD
Unemployed
20.186742
Urban
Premium
2
15
774
4
2020-09-06 15:21:39.144722
Poor
Yes
Rarely
Apartment
755
35,590
19
Female
40,978
Divorced
2
PhD
Self-Employed
22.907865
Suburban
Basic
1
3
537
4
2021-10-11 15:21:39.134960
Poor
No
Rarely
House
1,203
35,591
28
Female
57,737
Single
4
Bachelor's
Self-Employed
47.038949
Suburban
Comprehensive
0
5
516
4
2020-06-07 15:21:39.097737
Average
Yes
Rarely
House
4,094
35,592
59
Female
2,887
Divorced
4
Bachelor's
null
41.088465
Urban
Comprehensive
1
14
482
9
2022-05-13 15:21:39.187211
Average
Yes
Daily
Condo
24
35,593
54
Female
30,286
Married
4
PhD
Self-Employed
22.410076
Rural
Comprehensive
1
17
500
7
2023-06-30 15:21:39.134960
Average
No
Monthly
Apartment
1,582
35,594
58
Male
2,906
Divorced
2
Bachelor's
Self-Employed
21.163441
Rural
Basic
3
12
639
6
2022-02-15 15:21:39.155231
Average
Yes
Monthly
Condo
566
35,595
43
Male
117,925
Married
0
Bachelor's
null
null
Rural
Basic
0
8
null
3
2019-08-19 15:21:39.082499
Good
Yes
Rarely
Apartment
50
35,596
31
Male
32,009
Married
3
PhD
Self-Employed
34.924012
Rural
Comprehensive
3
0
775
2
2023-07-02 15:21:39.175719
Average
Yes
Rarely
Apartment
656
35,597
45
Female
38,262
Single
2
Bachelor's
null
24.383913
Suburban
Comprehensive
1
15
449
1
2024-02-14 15:21:39.263607
Poor
Yes
Rarely
House
992
35,598
44
Male
16,054
Single
4
Master's
Employed
43.792824
Urban
Premium
2
9
696
9
2024-07-27 15:21:39.098696
Poor
Yes
Rarely
Condo
2,372
35,599
20
Female
15,231
Married
null
High School
Self-Employed
24.087816
Urban
Comprehensive
null
1
null
5
2020-05-04 15:21:39.208842
Good
Yes
Monthly
House
1,044