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
1,168,500
39
Female
62,739
Single
0
Master's
Unemployed
36.099314
Suburban
Basic
0
11
372
1
2022-01-13 15:21:39.176717
Poor
No
Daily
Condo
814
1,168,501
19
Female
94,052
Married
0
PhD
Employed
38.082581
Urban
Premium
null
0
329
8
2021-09-09 15:21:39.134960
Poor
No
Rarely
Condo
1,251
1,168,502
45
Female
25,103
Married
4
Master's
Employed
19.484495
Suburban
Basic
null
11
785
7
2020-05-26 15:21:39.082499
Poor
No
Daily
House
2,872
1,168,503
48
Female
15,189
Divorced
null
Master's
null
19.447594
Suburban
Premium
null
9
null
8
2021-04-27 15:21:39.191219
Average
No
Rarely
House
859
1,168,504
31
Male
16,155
Divorced
0
Master's
Employed
40.411569
Urban
Comprehensive
2
16
null
7
2020-05-27 15:21:39.134960
Average
Yes
Weekly
Condo
1,086
1,168,505
54
Female
null
Married
2
Bachelor's
Self-Employed
6.938779
Rural
Basic
0
14
409
4
2021-12-26 15:21:39.092127
Good
No
Monthly
Condo
533
1,168,506
38
Female
38,729
Married
4
PhD
Unemployed
13.283725
Rural
Basic
1
8
511
5
2024-01-09 15:21:39.098696
Poor
Yes
Monthly
House
762
1,168,507
64
Female
5,429
Divorced
2
PhD
null
27.292402
Suburban
Comprehensive
null
3
838
4
2022-06-13 15:21:39.081504
Poor
No
Monthly
Condo
2,244
1,168,508
24
Female
20,883
Divorced
null
Master's
Self-Employed
3.573049
Suburban
Comprehensive
null
4
618
3
2024-04-16 15:21:39.155231
Average
No
Monthly
House
2,466
1,168,509
43
Male
109,436
Married
3
Master's
null
50.948641
Urban
Comprehensive
2
6
774
8
2020-10-06 15:21:39.134960
Good
Yes
Daily
Condo
2,156
1,168,510
47
Female
8,004
Divorced
0
PhD
null
13.098939
Rural
Comprehensive
2
16
398
8
2024-05-27 15:21:39.134960
Average
No
Weekly
Condo
447
1,168,511
57
Male
23,952
Divorced
null
Master's
Employed
4.97975
Rural
Basic
null
16
787
4
2022-01-08 15:21:39.181605
Good
No
Monthly
Apartment
1,411
1,168,512
48
Female
83,417
Married
4
PhD
Employed
null
Urban
Comprehensive
1
7
459
4
2021-09-17 15:21:39.134960
Average
No
Monthly
Apartment
1,218
1,168,513
46
Male
31,004
Single
4
PhD
Self-Employed
29.695517
Urban
Comprehensive
null
8
null
5
2022-11-24 15:21:39.232526
Poor
Yes
Daily
Apartment
376
1,168,514
37
Male
17,803
Single
0
PhD
Employed
25.885963
Suburban
Comprehensive
null
3
785
8
2021-01-19 15:21:39.194829
Good
No
Daily
House
1,000
1,168,515
63
Female
11,525
Married
null
High School
Self-Employed
31.122472
Suburban
Comprehensive
null
0
542
6
2020-03-19 15:21:39.204790
Good
Yes
Monthly
Apartment
874
1,168,516
29
Male
17,781
Divorced
0
Bachelor's
Self-Employed
5.539179
Urban
Comprehensive
null
6
831
6
2020-04-03 15:21:39.171102
Good
Yes
Daily
Apartment
182
1,168,517
62
Female
147,741
Single
2
Bachelor's
Unemployed
6.182505
Rural
Basic
null
15
null
9
2022-09-15 15:21:39.194829
Poor
No
Weekly
Condo
198
1,168,518
58
Male
17,053
Divorced
3
Bachelor's
Self-Employed
38.828318
Suburban
Premium
0
19
638
8
2020-08-27 15:21:39.211806
Poor
No
Rarely
Apartment
740
1,168,519
56
Male
46,425
Divorced
3
High School
null
24.769148
Rural
Premium
null
3
382
9
2020-09-11 15:21:39.155231
Average
Yes
Daily
Condo
38
1,168,520
36
Male
46,327
Single
3
Master's
null
21.316546
Urban
Basic
0
19
null
9
2019-08-29 15:21:39.111551
Average
No
Monthly
House
478
1,168,521
52
Male
43,110
Single
1
Bachelor's
null
12.515761
Rural
Premium
0
10
774
6
2024-07-07 15:21:39.235012
Poor
No
Monthly
Apartment
1,774
1,168,522
36
Male
20,286
Single
2
PhD
null
15.362536
Urban
Comprehensive
null
0
783
4
2022-02-18 15:21:39.231531
Average
No
Weekly
Condo
578
1,168,523
50
Male
12,042
Divorced
0
PhD
null
30.829362
Urban
Comprehensive
1
18
537
3
2022-09-14 15:21:39.245086
Poor
Yes
Monthly
House
1,062
1,168,524
22
Male
141,482
null
2
High School
Employed
31.259567
Suburban
Comprehensive
null
18
null
4
2024-02-13 15:21:39.184157
Good
Yes
Daily
House
3,088
1,168,525
35
Female
9,549
Married
1
High School
Unemployed
24.544789
Rural
Comprehensive
0
11
751
3
2022-12-10 15:21:39.149731
Poor
No
Weekly
Condo
1,052
1,168,526
59
Female
80,636
Divorced
0
PhD
null
12.779956
Rural
Premium
0
11
481
1
2023-06-07 15:21:39.224915
Poor
Yes
Monthly
Condo
82
1,168,527
42
Male
16,787
Married
0
Master's
Employed
9.078617
Suburban
Basic
null
17
833
9
2020-05-22 15:21:39.134960
Poor
Yes
Daily
Apartment
674
1,168,528
53
Female
43,550
Divorced
0
PhD
Employed
29.354474
Rural
Comprehensive
null
14
379
2
2021-09-23 15:21:39.095696
Good
No
Daily
House
666
1,168,529
31
Female
105,819
Single
1
PhD
Employed
27.904231
Urban
Premium
null
4
441
7
2021-09-22 15:21:39.215386
Average
No
Rarely
House
601
1,168,530
40
Male
11,273
Single
0
High School
Self-Employed
19.744056
Urban
Basic
null
3
727
5
2021-01-07 15:21:39.148733
Good
No
Rarely
Condo
736
1,168,531
21
Female
4,663
Single
3
High School
Self-Employed
25.711179
Urban
Basic
1
3
425
9
2023-01-27 15:21:39.246098
Good
Yes
Daily
House
1,242
1,168,532
19
Female
35
Married
0
Master's
null
38.639366
Rural
Comprehensive
0
11
779
4
2023-10-10 15:21:39.192212
Poor
Yes
Rarely
Apartment
2,463
1,168,533
43
Female
14,053
Married
2
Bachelor's
null
14.567282
Suburban
Basic
null
18
457
8
2021-03-20 15:21:39.126661
Good
No
Rarely
Condo
1,752
1,168,534
53
Male
97,950
Single
0
Master's
Unemployed
49.539542
Rural
Premium
1
14
563
5
2021-08-18 15:21:39.202448
Good
No
Weekly
Condo
4,003
1,168,535
22
Male
3,896
Single
4
High School
Self-Employed
9.378812
Suburban
Premium
1
19
745
3
2019-09-26 15:21:39.198406
Poor
No
Daily
Apartment
715
1,168,536
56
Male
16,082
Single
4
Bachelor's
null
8.83537
Suburban
Basic
2
12
828
6
2023-03-24 15:21:39.086123
Average
No
Rarely
Condo
686
1,168,537
55
Male
59,645
Divorced
2
Master's
Self-Employed
4.816005
Urban
Comprehensive
2
14
570
2
2024-05-04 15:21:39.180373
Good
Yes
Monthly
House
2,488
1,168,538
54
Male
5,891
Single
3
Master's
Unemployed
42.479801
Urban
Basic
0
10
439
3
2024-05-24 15:21:39.237118
Average
No
Weekly
House
1,138
1,168,539
24
Female
17,077
Single
1
Bachelor's
Self-Employed
20.979081
Urban
Comprehensive
0
7
615
8
2021-02-15 15:21:39.166062
Good
Yes
Rarely
Apartment
626
1,168,540
32
Male
27,773
Divorced
3
Bachelor's
Employed
23.246411
Rural
Premium
1
3
742
7
2020-11-21 15:21:39.114118
Average
Yes
Monthly
Condo
1,758
1,168,541
42
Male
27,194
Single
null
PhD
Employed
35.027729
Suburban
Comprehensive
1
11
696
4
2024-03-04 15:21:39.274993
Average
No
Rarely
Apartment
438
1,168,542
19
Female
101,865
Divorced
2
Master's
null
29.576076
Urban
Premium
2
0
396
9
2022-06-17 15:21:39.180553
Poor
Yes
Rarely
Apartment
703
1,168,543
46
Male
17,762
Married
2
PhD
Employed
46.580824
Urban
Basic
1
2
788
7
2024-04-05 15:21:39.288099
Average
Yes
Rarely
House
327
1,168,544
34
Male
67,745
Married
3
Master's
Employed
37.991133
Urban
Basic
null
15
380
6
2020-05-11 15:21:39.134960
Good
No
Monthly
House
1,942
1,168,545
34
Male
39,788
Married
0
PhD
null
43.170122
Suburban
Premium
2
14
423
4
2023-11-22 15:21:39.155231
null
No
Rarely
House
1,312
1,168,546
56
Female
749
Divorced
0
Bachelor's
Employed
51.010793
Suburban
Comprehensive
null
2
578
1
2022-08-01 15:21:39.254678
Good
No
Daily
Apartment
813
1,168,547
55
Male
23,401
Divorced
1
PhD
Unemployed
13.939141
Rural
Comprehensive
2
12
477
7
2022-09-08 15:21:39.107553
Good
Yes
Weekly
House
2,236
1,168,548
27
Male
59,456
Divorced
1
Master's
Self-Employed
33.640149
Suburban
Comprehensive
null
9
316
2
2022-02-14 15:21:39.150730
Poor
Yes
Monthly
House
1,730
1,168,549
26
Male
71,476
Divorced
2
PhD
Self-Employed
36.539848
Suburban
Comprehensive
null
16
779
3
2022-08-01 15:21:39.122134
Average
No
Monthly
House
362
1,168,550
51
Male
916
Single
4
High School
null
38.939215
Suburban
Basic
2
14
764
4
2021-01-29 15:21:39.155231
Good
Yes
Daily
Apartment
817
1,168,551
42
Male
90,918
Single
2
Master's
Employed
43.387587
Urban
Premium
2
13
729
1
2020-04-11 15:21:39.274993
Poor
Yes
Monthly
House
2,363
1,168,552
56
Female
6,877
Divorced
2
High School
null
36.9742
Suburban
Basic
2
11
403
8
2023-06-08 15:21:39.087123
Good
Yes
Daily
Apartment
1,185
1,168,553
37
Male
11,791
Single
3
Master's
null
18.819106
Rural
Premium
2
17
673
3
2022-12-02 15:21:39.091080
Poor
Yes
Daily
House
1,086
1,168,554
58
Female
40,954
Single
4
Master's
Employed
33.640413
Suburban
Comprehensive
2
11
621
3
2023-09-17 15:21:39.129190
Average
No
Weekly
Apartment
1,643
1,168,555
63
Female
2,144
Married
0
PhD
Self-Employed
7.944697
Rural
Premium
0
2
468
1
2024-04-19 15:21:39.186212
Good
No
Weekly
House
1,434
1,168,556
50
Male
121,659
Divorced
1
Master's
Unemployed
18.611486
Urban
Basic
1
10
371
5
2022-03-20 15:21:39.109552
Average
Yes
Daily
House
618
1,168,557
39
Female
15,507
Single
4
Master's
null
14.928682
Rural
Comprehensive
null
18
684
1
2021-03-18 15:21:39.134960
Average
No
Weekly
Condo
1,264
1,168,558
22
Female
20,917
Single
4
High School
null
41.125802
Suburban
Comprehensive
2
11
300
8
2020-08-15 15:21:39.143708
Poor
Yes
Daily
House
1,109
1,168,559
40
Male
24,480
Single
2
PhD
Employed
44.144979
Rural
Basic
null
17
490
2
2022-12-17 15:21:39.125660
Poor
No
Daily
House
593
1,168,560
49
Male
44,257
Single
0
PhD
Employed
35.948765
Suburban
Comprehensive
1
11
617
2
2021-07-06 15:21:39.155231
Average
No
Monthly
Condo
2,327
1,168,561
46
Male
36,550
Single
4
PhD
null
10.872118
Urban
Comprehensive
1
11
469
4
2020-03-06 15:21:39.126661
Poor
No
Weekly
House
155
1,168,562
54
Female
14,081
Single
1
High School
Self-Employed
41.759825
Urban
Comprehensive
0
18
736
5
2019-10-16 15:21:39.237118
Good
Yes
Weekly
Apartment
2,093
1,168,563
39
Male
38,632
Single
2
Bachelor's
null
10.550101
Suburban
Basic
0
11
485
1
2024-03-28 15:21:39.209847
Poor
Yes
Monthly
Condo
1,977
1,168,564
45
Female
45,936
Single
3
High School
Self-Employed
19.849092
Urban
Premium
1
8
613
8
2023-04-25 15:21:39.204790
Good
No
Monthly
Condo
690
1,168,565
53
Male
106,911
Divorced
0
Bachelor's
Self-Employed
50.751028
Suburban
Comprehensive
1
19
null
6
2020-07-07 15:21:39.194829
Average
Yes
Daily
House
130
1,168,566
42
Female
23,258
Divorced
4
Bachelor's
Employed
15.633443
Rural
Comprehensive
0
7
796
3
2021-08-08 15:21:39.278402
Poor
No
Daily
House
681
1,168,567
52
Female
19,132
Divorced
3
Master's
null
22.727626
Rural
Premium
1
14
503
9
2022-11-20 15:21:39.150730
Good
Yes
Rarely
House
855
1,168,568
31
Male
null
Divorced
null
Bachelor's
Self-Employed
21.093675
Rural
Premium
1
7
782
4
2021-05-12 15:21:39.147735
Poor
No
Monthly
Condo
100
1,168,569
28
Female
39,749
Divorced
1
Master's
Employed
19.014919
Rural
Basic
0
16
685
4
2021-11-23 15:21:39.092127
Poor
No
Rarely
Condo
2,155
1,168,570
61
Male
16,480
Divorced
3
PhD
null
24.817759
Urban
Basic
2
7
480
8
2022-02-14 15:21:39.282785
Poor
No
Weekly
House
768
1,168,571
30
Female
88,838
Single
4
PhD
Self-Employed
15.091464
Suburban
Basic
null
16
324
4
2023-07-15 15:21:39.172097
Average
Yes
Rarely
Apartment
2,332
1,168,572
33
Female
13,179
Married
3
Master's
null
33.532147
Suburban
Comprehensive
0
6
485
4
2021-01-27 15:21:39.134960
Average
No
Monthly
House
84
1,168,573
40
Female
131,179
Single
3
Bachelor's
null
null
Rural
Premium
3
15
441
7
2023-11-18 15:21:39.172097
Good
Yes
Daily
House
1,118
1,168,574
39
Female
52,338
Single
null
High School
Employed
36.844703
Urban
Comprehensive
null
10
372
7
2023-03-10 15:21:39.273973
Poor
Yes
Rarely
Condo
1,624
1,168,575
60
Male
1,205
null
1
PhD
Self-Employed
18.40896
Suburban
Basic
1
17
843
8
2022-11-22 15:21:39.126661
Good
Yes
Daily
Apartment
839
1,168,576
59
Male
null
Divorced
4
PhD
null
30.653074
Suburban
Basic
0
11
400
9
2023-06-08 15:21:39.134960
Good
Yes
Monthly
House
1,584
1,168,577
56
Female
37,458
Divorced
2
High School
null
35.749192
Urban
Comprehensive
0
15
null
2
2022-02-12 15:21:39.237118
Poor
Yes
Daily
Condo
851
1,168,578
47
Female
11,595
Single
2
High School
Employed
15.906949
Rural
Premium
0
3
null
8
2022-03-05 15:21:39.237118
null
Yes
Daily
Apartment
1,040
1,168,579
24
Male
8,076
Single
1
PhD
Employed
43.923503
Suburban
Premium
null
8
438
5
2020-09-26 15:21:39.226954
Average
No
Rarely
House
394
1,168,580
26
Male
70,733
Divorced
3
Master's
null
20.919518
Urban
Comprehensive
0
13
332
2
2024-01-17 15:21:39.155231
Average
No
Monthly
Apartment
739
1,168,581
59
Female
38,781
Divorced
1
PhD
null
38.694206
Suburban
Basic
null
17
804
8
2022-01-12 15:21:39.086123
Poor
Yes
Daily
House
247
1,168,582
null
Male
16,071
Married
4
PhD
Employed
16.269064
Suburban
Premium
1
3
731
1
2021-05-16 15:21:39.134960
Average
Yes
Monthly
House
473
1,168,583
42
Female
27,984
Single
0
Bachelor's
null
11.353899
Suburban
Comprehensive
null
14
562
5
2020-01-30 15:21:39.155231
Good
Yes
Daily
Apartment
2,077
1,168,584
62
Female
9,533
Divorced
4
Bachelor's
null
19.824585
Urban
Premium
0
12
551
6
2023-04-14 15:21:39.134960
Average
No
Monthly
Condo
730
1,168,585
31
Female
1,176
Divorced
4
Bachelor's
Self-Employed
43.66454
Rural
Premium
null
3
null
6
2019-10-01 15:21:39.237118
null
No
Weekly
House
2,238
1,168,586
42
Female
909
Divorced
0
Master's
Unemployed
21.092898
Suburban
Premium
0
6
407
7
2024-01-11 15:21:39.254678
Good
Yes
Weekly
Condo
439
1,168,587
41
Female
15,585
Divorced
1
Master's
Employed
7.54318
Rural
Comprehensive
null
5
395
6
2023-02-02 15:21:39.185215
Good
No
Weekly
Condo
493
1,168,588
45
Male
140,767
Married
null
Master's
Self-Employed
null
Urban
Premium
1
4
626
2
2023-12-08 15:21:39.250151
Good
Yes
Weekly
House
3,633
1,168,589
20
Male
36,034
Single
0
Master's
Employed
8.006071
Urban
Basic
0
5
753
4
2023-08-09 15:21:39.168099
Average
No
Monthly
Apartment
1,153
1,168,590
54
Male
16,881
Single
2
Master's
Employed
30.234444
Rural
Basic
null
5
647
1
2021-09-02 15:21:39.237118
Average
No
Rarely
Apartment
2,105
1,168,591
29
Female
48,824
Divorced
2
PhD
null
25.865334
Urban
Comprehensive
1
0
334
1
2021-11-30 15:21:39.134960
Good
No
Daily
Apartment
2,638
1,168,592
21
Female
35,306
Divorced
3
Master's
null
9.010691
Urban
Basic
0
1
614
2
2019-08-21 15:21:39.164044
null
Yes
Daily
House
2,596
1,168,593
62
Female
45,936
Divorced
2
Bachelor's
Employed
15.547186
Suburban
Basic
null
17
602
6
2021-11-05 15:21:39.205850
Average
No
Weekly
Condo
656
1,168,594
20
Male
63,437
Single
2
PhD
null
30.908991
Suburban
Premium
0
18
763
1
2024-07-22 15:21:39.182597
Good
No
Monthly
House
202
1,168,595
34
Male
56,449
Divorced
3
High School
Self-Employed
null
Rural
Comprehensive
null
10
552
1
2019-09-03 15:21:39.153733
Poor
No
Monthly
Condo
28
1,168,596
58
Female
13,571
Divorced
2
High School
Employed
20.030581
Suburban
Basic
2
12
628
9
2019-12-19 15:21:39.099739
Average
Yes
Weekly
House
508
1,168,597
20
Male
37,389
Married
1
High School
Employed
50.603445
Suburban
Basic
null
8
795
3
2021-03-20 15:21:39.114118
Average
Yes
Weekly
Apartment
27
1,168,598
47
Female
20,714
null
2
Master's
Self-Employed
13.055056
Suburban
Premium
0
14
452
1
2023-12-19 15:21:39.237118
Poor
Yes
Daily
House
2,940
1,168,599
31
Female
24,877
Married
3
Bachelor's
Self-Employed
25.634909
Urban
Premium
0
18
641
5
2024-05-03 15:21:39.154008
Good
Yes
Weekly
Condo
40