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
10,500
23
Female
1,156
Divorced
4
Bachelor's
Unemployed
24.676325
Urban
Comprehensive
1
14
495
6
2019-08-23 15:21:39.134960
Average
Yes
Monthly
Condo
1,259
10,501
49
Female
16,748
Single
2
PhD
null
25.307624
Urban
Basic
0
15
524
6
2023-04-18 15:21:39.155231
Good
No
Monthly
House
1,209
10,502
52
Female
36,966
Married
4
PhD
null
37.673224
Urban
Comprehensive
null
9
636
3
2020-05-01 15:21:39.120168
Average
Yes
Rarely
House
907
10,503
21
Male
10,096
Married
1
High School
Unemployed
34.083049
Suburban
Comprehensive
0
18
485
9
2023-06-20 15:21:39.091080
Good
Yes
Weekly
Condo
887
10,504
55
Male
38,053
Single
2
High School
Employed
12.824609
Suburban
Premium
1
1
571
1
2023-12-15 15:21:39.196387
Average
Yes
Weekly
Condo
1,075
10,505
56
Male
40,762
Single
4
Master's
null
19.895369
Suburban
Comprehensive
null
3
510
5
2024-04-09 15:21:39.117183
Poor
Yes
Weekly
Apartment
2,726
10,506
47
Female
45,111
Single
1
High School
Self-Employed
50.790889
Suburban
Premium
2
1
739
6
2020-05-07 15:21:39.121169
Good
No
Weekly
Apartment
867
10,507
29
Female
null
Divorced
4
High School
Employed
12.497597
Rural
Basic
1
11
307
7
2020-01-23 15:21:39.155231
Good
Yes
Weekly
Apartment
522
10,508
18
Female
16,054
Divorced
3
Bachelor's
Unemployed
39.828195
Suburban
Basic
null
18
783
7
2022-11-03 15:21:39.134960
Average
No
Monthly
Condo
1,549
10,509
52
Female
36,878
Single
2
Bachelor's
Self-Employed
24.754435
Urban
Premium
null
16
704
9
2023-10-22 15:21:39.155231
Average
Yes
Daily
Condo
1,180
10,510
54
Female
699
Married
2
Bachelor's
Self-Employed
18.27207
Rural
Premium
null
10
595
7
2021-06-16 15:21:39.251142
Average
Yes
Daily
House
415
10,511
53
Male
16,054
Divorced
3
Bachelor's
Unemployed
19.05614
Urban
Comprehensive
0
11
648
9
2023-07-14 15:21:39.152732
Good
No
Rarely
Apartment
1,685
10,512
57
Female
74,963
Single
3
High School
Employed
47.681959
Urban
Basic
null
9
729
1
2019-12-27 15:21:39.218388
Average
Yes
Monthly
Apartment
417
10,513
29
Male
74,887
Single
4
Master's
Self-Employed
null
Urban
Basic
2
6
753
7
2020-03-29 15:21:39.145732
Average
Yes
Daily
Condo
2,475
10,514
28
Female
36,049
Married
1
High School
Unemployed
30.232374
Urban
Comprehensive
1
5
635
8
2019-10-27 15:21:39.245086
Poor
No
Weekly
Apartment
416
10,515
44
Male
44,924
Single
0
Master's
null
28.788904
Urban
Basic
1
9
712
6
2021-01-08 15:21:39.172097
Poor
No
Weekly
House
1,399
10,516
59
Male
82,855
Divorced
null
Master's
null
29.88608
Rural
Basic
0
14
490
4
2021-11-04 15:21:39.182597
Poor
Yes
Rarely
House
190
10,517
31
Female
23,538
Divorced
1
Bachelor's
Employed
20.981482
Suburban
Basic
2
14
388
4
2021-01-13 15:21:39.166062
Average
Yes
Daily
Apartment
1,322
10,518
57
Male
null
Single
3
PhD
Self-Employed
33.959351
Urban
Basic
0
10
428
5
2023-11-27 15:21:39.266452
Poor
Yes
Monthly
Apartment
2,549
10,519
18
Female
76,900
Single
3
PhD
null
5.674883
Suburban
Premium
1
3
439
9
2022-05-20 15:21:39.237118
Average
No
Monthly
Apartment
111
10,520
39
Female
72,774
Single
null
High School
Unemployed
32.182477
Rural
Premium
0
16
510
6
2023-11-13 15:21:39.133866
Good
Yes
Weekly
Condo
142
10,521
46
Male
66,964
Single
3
High School
null
16.256485
Suburban
Premium
0
0
332
8
2020-05-09 15:21:39.246098
Good
No
Monthly
House
531
10,522
51
Female
69,730
Single
4
Bachelor's
Unemployed
49.886664
Urban
Basic
null
18
408
3
2023-08-15 15:21:39.095696
Poor
Yes
Rarely
Condo
1,959
10,523
33
Male
9,097
Single
2
Master's
Employed
25.977372
Urban
Premium
1
12
484
8
2024-02-26 15:21:39.134960
Good
Yes
Weekly
House
542
10,524
45
Female
51,372
Divorced
4
Bachelor's
Self-Employed
6.924582
Suburban
Premium
2
3
458
8
2023-05-29 15:21:39.155231
Poor
No
Daily
Apartment
3,466
10,525
42
Male
null
Single
0
Master's
Unemployed
27.551195
Rural
Basic
0
5
null
9
2023-07-30 15:21:39.092127
Average
Yes
Weekly
Condo
279
10,526
54
Male
90,841
Married
2
PhD
null
null
Rural
Basic
0
2
459
4
2024-05-13 15:21:39.134960
Average
No
Daily
Apartment
678
10,527
50
Female
17,053
null
null
High School
null
34.427517
Urban
Premium
1
13
null
5
2022-09-17 15:21:39.224915
Average
No
Rarely
Apartment
956
10,528
34
Male
29,702
Divorced
3
High School
Self-Employed
8.555879
Urban
Basic
1
13
null
2
2021-11-14 15:21:39.168099
Average
No
Weekly
Condo
3,923
10,529
40
Male
729
Single
4
PhD
Unemployed
21.723755
Suburban
Comprehensive
2
7
587
2
2023-03-01 15:21:39.171102
Poor
No
Rarely
Condo
1,077
10,530
47
Female
439
Married
3
High School
null
34.868185
Urban
Premium
0
15
571
3
2022-11-09 15:21:39.134960
Good
Yes
Weekly
Apartment
382
10,531
23
Female
1,468
Divorced
null
PhD
Unemployed
7.191538
Suburban
Premium
0
0
449
9
2021-11-11 15:21:39.155231
Poor
Yes
Weekly
House
486
10,532
32
Female
96,828
Divorced
3
Bachelor's
Employed
16.490984
Rural
Comprehensive
0
4
842
8
2024-06-20 15:21:39.144722
Poor
No
Weekly
Apartment
115
10,533
37
Male
20,311
Single
3
Master's
null
48.081194
Urban
Comprehensive
0
4
394
1
2022-09-09 15:21:39.155231
null
No
Weekly
Apartment
692
10,534
60
Male
44,957
Divorced
4
PhD
Unemployed
31.868271
Suburban
Comprehensive
null
12
316
6
2022-12-15 15:21:39.134960
Good
Yes
Rarely
Apartment
683
10,535
21
Female
6,095
Married
2
PhD
Unemployed
33.607517
Urban
Basic
null
4
null
1
2021-04-26 15:21:39.237118
Good
No
Daily
House
689
10,536
39
Female
24,776
Married
null
Bachelor's
Self-Employed
5.506856
Rural
Premium
2
13
525
1
2020-09-03 15:21:39.086123
Good
Yes
Daily
Apartment
536
10,537
22
Male
4,570
Married
4
High School
null
8.082649
Urban
Comprehensive
0
6
734
4
2024-02-01 15:21:39.187211
Average
No
Monthly
Condo
4,577
10,538
33
Male
17,350
Divorced
1
High School
Employed
8.425634
Suburban
Basic
2
11
772
1
2023-08-13 15:21:39.115178
Poor
Yes
Rarely
House
623
10,539
37
Male
74,448
Divorced
4
PhD
null
18.43693
Rural
Basic
0
19
326
4
2020-06-28 15:21:39.145732
Average
Yes
Rarely
Apartment
842
10,540
25
Female
1,277
Single
3
High School
null
16.996052
Urban
Premium
2
18
704
6
2024-01-30 15:21:39.122134
Average
No
Rarely
House
466
10,541
21
Male
37,894
Single
0
Master's
null
40.167651
Suburban
Premium
null
10
637
7
2020-07-18 15:21:39.237118
Good
No
Weekly
Condo
1,708
10,542
22
Female
61,221
Divorced
2
Bachelor's
Employed
32.121748
Rural
Basic
1
2
479
9
2020-05-13 15:21:39.187211
Average
Yes
Daily
Condo
2,475
10,543
52
Male
7,089
null
1
Master's
Self-Employed
9.719378
Urban
Premium
null
2
558
5
2019-10-12 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,167
10,544
24
Male
121,078
Single
2
PhD
Self-Employed
9.766679
Suburban
Premium
1
5
384
3
2021-01-03 15:21:39.090124
Poor
No
Weekly
Condo
881
10,545
47
Male
45,900
Married
0
PhD
Employed
25.739357
Suburban
Basic
2
18
827
7
2020-07-18 15:21:39.274993
Average
No
Daily
Apartment
952
10,546
49
Male
72,734
Divorced
3
Bachelor's
null
18.382007
Rural
Premium
1
13
747
5
2022-07-09 15:21:39.114118
Good
Yes
Rarely
House
324
10,547
47
Female
52,410
Divorced
1
PhD
Employed
31.812203
Urban
Basic
2
2
null
9
2021-07-28 15:21:39.173834
Good
Yes
Daily
House
3,036
10,548
37
Male
14,862
Married
3
Bachelor's
null
22.881437
Suburban
Premium
2
6
391
2
2022-12-21 15:21:39.105504
Good
No
Monthly
House
1,164
10,549
20
Female
25,749
Married
0
High School
Self-Employed
23.466715
Suburban
Comprehensive
null
11
603
7
2021-01-10 15:21:39.187211
Average
Yes
Rarely
Apartment
48
10,550
18
Female
46,315
Divorced
null
Bachelor's
Unemployed
18.543302
Rural
Comprehensive
2
9
738
8
2021-09-01 15:21:39.167099
Poor
Yes
Daily
House
729
10,551
47
Male
15,258
Married
null
Master's
Employed
28.368837
Suburban
Basic
0
13
778
8
2022-06-13 15:21:39.287115
Average
Yes
Weekly
Condo
492
10,552
50
Male
136,078
Married
0
Bachelor's
Self-Employed
30.055939
Rural
Premium
1
8
456
5
2022-05-04 15:21:39.192212
Good
No
Rarely
Apartment
584
10,553
59
Male
20,659
Divorced
0
High School
Self-Employed
38.696907
Urban
Premium
3
7
657
1
2021-09-05 15:21:39.213373
null
Yes
Weekly
Condo
926
10,554
30
Male
53,965
Single
0
High School
Self-Employed
23.091769
Suburban
Premium
0
6
420
9
2021-03-09 15:21:39.134960
Average
No
Rarely
Condo
1,237
10,555
37
Female
62,440
Divorced
2
High School
null
38.145948
Urban
Comprehensive
1
10
835
7
2023-11-17 15:21:39.134960
Poor
Yes
Daily
Condo
50
10,556
32
Male
2,631
null
4
Bachelor's
Unemployed
21.774275
Suburban
Basic
null
16
670
1
2023-06-19 15:21:39.166062
Poor
No
Rarely
House
4,567
10,557
54
Female
25,704
Divorced
1
Bachelor's
null
29.184075
Urban
Premium
null
5
null
7
2023-08-12 15:21:39.187211
Average
Yes
Rarely
Condo
1,361
10,558
49
Female
15,761
Married
0
Bachelor's
Unemployed
23.55338
Urban
Comprehensive
1
1
null
1
2022-02-12 15:21:39.112553
Average
No
Monthly
Apartment
616
10,559
50
Female
null
Married
3
High School
Self-Employed
24.782214
Suburban
Basic
0
10
394
9
2024-08-02 15:21:39.228521
Poor
No
Rarely
Condo
671
10,560
26
Male
26,203
Single
1
High School
Employed
30.899813
Rural
Basic
1
0
615
8
2022-10-10 15:21:39.134960
Good
Yes
Rarely
House
658
10,561
21
Male
87,418
Married
0
Bachelor's
null
41.661743
Rural
Basic
0
6
612
2
2024-08-04 15:21:39.221386
Good
Yes
Daily
House
410
10,562
52
Male
43,747
Married
null
PhD
Unemployed
26.57125
Suburban
Premium
null
19
480
6
2020-03-16 15:21:39.272456
Average
No
Monthly
Condo
952
10,563
40
Male
43,750
Divorced
3
High School
Unemployed
12.753334
Rural
Basic
1
6
847
3
2020-03-01 15:21:39.281787
Poor
Yes
Weekly
Apartment
3,284
10,564
28
Female
36,100
Single
3
PhD
null
null
Suburban
Basic
0
17
330
5
2024-02-02 15:21:39.155231
Poor
No
Monthly
House
1,394
10,565
64
Female
99,462
Single
2
PhD
Employed
22.849491
Urban
Basic
null
10
729
4
2021-08-01 15:21:39.289099
Average
No
Weekly
Apartment
167
10,566
37
Male
59,461
Divorced
2
Bachelor's
Employed
29.055744
Rural
Basic
2
13
633
3
2020-02-05 15:21:39.134960
Good
No
Daily
House
3,521
10,567
62
Female
34,144
Single
1
Master's
Self-Employed
28.464956
Urban
Comprehensive
null
10
null
8
2021-11-19 15:21:39.207847
Average
No
Daily
Apartment
1,670
10,568
40
Male
17,095
Divorced
0
PhD
Self-Employed
36.844626
Suburban
Basic
0
4
null
3
2022-12-21 15:21:39.226954
Poor
No
Rarely
Condo
32
10,569
62
Male
13,826
Single
3
Master's
Unemployed
27.187876
Suburban
Premium
null
4
535
2
2022-06-10 15:21:39.209847
Average
Yes
Monthly
House
1,358
10,570
47
Female
3,923
Divorced
1
Master's
Unemployed
49.402739
Suburban
Comprehensive
null
5
658
3
2021-06-20 15:21:39.107553
Poor
Yes
Daily
Condo
2,220
10,571
57
Female
17,227
Married
4
PhD
Unemployed
31.849836
Suburban
Basic
2
14
549
4
2019-12-21 15:21:39.194829
Good
No
Weekly
Condo
1,665
10,572
27
Female
15,113
Divorced
0
Bachelor's
Employed
5.867113
Rural
Premium
0
3
null
1
2022-03-08 15:21:39.228521
Good
Yes
Monthly
House
1,339
10,573
27
Male
64,882
Married
2
High School
Unemployed
30.955495
Rural
Premium
0
6
358
6
2020-12-01 15:21:39.101733
Good
Yes
Rarely
Apartment
358
10,574
46
Male
25,328
Married
2
PhD
null
20.354878
Rural
Premium
null
17
570
1
2020-03-16 15:21:39.274993
Good
No
Rarely
House
1,537
10,575
39
Male
71,183
Divorced
null
PhD
Unemployed
47.079394
Rural
Comprehensive
1
17
553
5
2021-12-10 15:21:39.132191
Good
Yes
Weekly
Apartment
393
10,576
48
Female
8,054
Married
null
PhD
null
30.049677
Urban
Basic
2
16
null
7
2023-11-24 15:21:39.249100
Poor
Yes
Daily
Condo
549
10,577
57
Male
11,409
Divorced
4
Bachelor's
null
12.746113
Suburban
Comprehensive
0
9
694
9
2023-07-25 15:21:39.237118
Good
No
Rarely
Condo
857
10,578
18
Female
9,051
Single
2
PhD
Unemployed
26.76449
Rural
Premium
null
13
725
4
2022-10-03 15:21:39.098696
Poor
No
Weekly
Apartment
649
10,579
20
Female
1,457
Divorced
1
Bachelor's
null
14.653889
Rural
Comprehensive
1
19
null
2
2021-07-26 15:21:39.155231
null
Yes
Daily
House
1,155
10,580
63
Male
null
Married
0
Bachelor's
Unemployed
7.689769
Suburban
Comprehensive
0
12
320
9
2021-02-09 15:21:39.084065
Average
Yes
Weekly
Condo
737
10,581
52
Male
469
Divorced
0
Master's
null
15.015734
Urban
Basic
2
11
null
1
2022-05-28 15:21:39.276901
Poor
Yes
Rarely
Condo
918
10,582
49
Male
17,561
Married
1
PhD
null
32.137345
Rural
Basic
null
3
null
3
2022-04-12 15:21:39.192212
Good
No
Daily
Apartment
1,349
10,583
37
Male
24,811
Married
1
Master's
Unemployed
26.573248
Urban
Premium
null
15
824
5
2022-08-03 15:21:39.155231
Poor
Yes
Daily
Condo
45
10,584
31
Male
689
Single
2
PhD
null
32.99646
Suburban
Premium
2
17
null
3
2021-10-16 15:21:39.105504
Good
Yes
Monthly
Condo
2,386
10,585
49
Male
90,550
Single
3
Bachelor's
Self-Employed
3.744309
Rural
Basic
null
13
394
7
2019-12-08 15:21:39.129190
Good
Yes
Monthly
House
1,156
10,586
31
Female
827
Divorced
null
High School
Self-Employed
null
Rural
Premium
0
18
754
8
2020-09-29 15:21:39.285112
Good
No
Rarely
Apartment
1,002
10,587
46
Female
64,763
Single
1
PhD
Unemployed
19.077836
Rural
Comprehensive
1
9
770
4
2023-01-27 15:21:39.237118
Poor
Yes
Daily
Condo
269
10,588
43
Female
2,429
Married
null
Master's
Self-Employed
27.049598
Rural
Premium
2
6
579
6
2024-07-08 15:21:39.091080
Average
No
Rarely
Apartment
998
10,589
37
Female
1,328
null
1
Master's
Unemployed
4.664055
Suburban
Comprehensive
1
5
536
8
2020-04-16 15:21:39.124659
Good
No
Daily
House
317
10,590
62
Female
28,208
Married
3
Master's
Unemployed
17.551451
Suburban
Basic
null
13
778
1
2021-03-27 15:21:39.196387
Good
Yes
Daily
Condo
562
10,591
18
Female
4,717
Single
4
High School
Employed
18.440094
Urban
Premium
1
17
null
9
2024-03-07 15:21:39.097737
Poor
Yes
Weekly
Condo
3,160
10,592
34
Male
15,274
Single
2
PhD
Unemployed
34.637333
Suburban
Premium
null
1
602
9
2021-01-23 15:21:39.274993
Poor
No
Rarely
Apartment
827
10,593
43
Male
86,668
Single
0
PhD
Unemployed
21.568937
Urban
Comprehensive
0
8
498
8
2022-08-09 15:21:39.192212
Poor
No
Monthly
House
2,953
10,594
50
Male
29,598
Divorced
0
PhD
null
20.068385
Rural
Premium
0
7
848
7
2023-05-11 15:21:39.098696
Poor
No
Daily
Condo
1,165
10,595
25
Female
16,094
Married
2
Bachelor's
null
12.151802
Suburban
Premium
null
8
749
2
2021-06-25 15:21:39.208842
Poor
Yes
Daily
Apartment
496
10,596
58
Male
11,414
Single
null
Bachelor's
Self-Employed
16.816398
Urban
Comprehensive
1
13
635
6
2021-01-20 15:21:39.146733
Poor
No
Monthly
House
1,662
10,597
50
Male
15,388
Single
0
PhD
Unemployed
19.416766
Rural
Basic
2
13
477
4
2024-02-09 15:21:39.252145
Poor
Yes
Daily
Apartment
907
10,598
47
Female
18,077
Single
1
Master's
Self-Employed
18.392833
Suburban
Comprehensive
null
7
725
1
2022-12-19 15:21:39.211806
Good
Yes
Monthly
Condo
588
10,599
54
Female
37,472
Married
null
High School
Unemployed
26.049307
Suburban
Basic
1
11
685
9
2021-05-16 15:21:39.155231
Average
Yes
Rarely
House
2,689