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
49,500
55
Male
62,961
Divorced
1
PhD
Employed
25.933721
Suburban
Premium
null
0
515
9
2024-01-13 15:21:39.176717
Good
No
Weekly
Condo
326
49,501
48
Female
97,723
Single
1
Master's
Unemployed
3.362757
Suburban
Basic
2
16
391
6
2021-11-08 15:21:39.086123
Good
No
Monthly
Condo
1,572
49,502
null
Male
2,012
Married
1
Master's
null
41.812779
Urban
Comprehensive
2
15
635
9
2021-10-04 15:21:39.165120
Average
No
Rarely
Apartment
2,490
49,503
54
Female
7,892
Single
3
High School
Unemployed
46.145541
Suburban
Comprehensive
0
17
584
3
2022-08-22 15:21:39.134960
Average
Yes
Daily
Condo
1,230
49,504
18
Male
27,881
Divorced
1
PhD
Employed
16.547162
Suburban
Basic
null
9
684
7
2020-04-23 15:21:39.190215
Good
No
Rarely
House
1,482
49,505
64
Female
4,566
Married
2
PhD
null
51.517434
Suburban
Comprehensive
1
6
498
2
2022-02-19 15:21:39.187211
Good
Yes
Rarely
House
1,229
49,506
18
Female
23,757
Single
null
Bachelor's
Employed
20.47125
Urban
Premium
null
0
494
5
2022-12-17 15:21:39.114118
Good
Yes
Weekly
Condo
723
49,507
22
Male
18,280
Divorced
1
Bachelor's
null
43.766142
Suburban
Premium
null
19
773
2
2023-01-16 15:21:39.276901
Poor
No
Monthly
House
2,137
49,508
36
Female
26,203
Married
4
PhD
Self-Employed
10.933234
Suburban
Comprehensive
null
8
308
7
2023-06-26 15:21:39.092127
Poor
No
Daily
Condo
1,478
49,509
28
Female
95,814
Married
1
High School
null
21.974258
Urban
Basic
2
15
633
6
2023-05-03 15:21:39.131192
Poor
Yes
Monthly
Apartment
393
49,510
42
Male
41,780
Divorced
null
Bachelor's
Employed
24.099807
Urban
Comprehensive
null
2
307
5
2022-12-24 15:21:39.237118
Poor
Yes
Monthly
Condo
1,788
49,511
38
Female
3,971
Divorced
0
High School
Employed
19.079249
Suburban
Premium
2
3
349
4
2021-06-29 15:21:39.265513
Poor
Yes
Rarely
House
2,301
49,512
43
Male
18,072
Married
4
Bachelor's
null
17.818057
Suburban
Premium
1
8
604
3
2024-06-11 15:21:39.271453
Good
No
Daily
House
449
49,513
28
Male
3,246
Single
0
PhD
Self-Employed
12.377953
Urban
Comprehensive
2
19
813
3
2022-02-07 15:21:39.217387
Poor
Yes
Monthly
House
213
49,514
32
Female
87,819
Divorced
1
PhD
Employed
3.271598
Urban
Premium
null
11
458
4
2020-05-05 15:21:39.155231
Good
Yes
Monthly
Apartment
1,758
49,515
29
Male
30,848
Single
3
PhD
null
9.951846
Rural
Premium
null
8
768
3
2020-05-05 15:21:39.134960
Average
Yes
Monthly
Apartment
70
49,516
33
Female
3,619
Single
3
Master's
Unemployed
42.923146
Rural
Basic
1
14
335
9
2024-03-22 15:21:39.255696
Good
Yes
Monthly
House
931
49,517
45
Female
39,766
Divorced
null
PhD
null
18.845016
Suburban
Comprehensive
null
10
744
5
2020-04-02 15:21:39.192212
Average
Yes
Monthly
Condo
805
49,518
56
Female
56,284
Married
2
Master's
Self-Employed
29.946189
Suburban
Comprehensive
null
9
493
2
2021-04-25 15:21:39.172097
Poor
Yes
Weekly
House
273
49,519
24
Male
1,577
Married
0
High School
null
47.285316
Suburban
Premium
2
15
543
2
2019-08-19 15:21:39.092127
Average
No
Daily
House
581
49,520
33
Female
2,758
Divorced
3
Master's
Self-Employed
44.156482
Suburban
Basic
3
15
840
1
2024-05-28 15:21:39.122134
Good
No
Daily
Apartment
612
49,521
40
Male
5,121
Single
3
Master's
Employed
18.867143
Urban
Comprehensive
null
4
742
8
2020-12-15 15:21:39.100695
Average
Yes
Rarely
House
345
49,522
19
Male
20,429
Married
null
PhD
Unemployed
19.313901
Rural
Premium
2
1
628
6
2021-05-16 15:21:39.134960
Poor
No
Weekly
House
1,584
49,523
60
Female
44,955
Single
4
PhD
Self-Employed
14.769842
Suburban
Comprehensive
null
1
431
3
2020-12-14 15:21:39.134960
Average
Yes
Monthly
Apartment
805
49,524
34
Female
28,556
Married
null
Master's
null
34.269529
Rural
Comprehensive
2
0
583
5
2020-08-15 15:21:39.237118
Good
Yes
Monthly
Apartment
603
49,525
33
Female
26,142
Divorced
2
High School
Employed
40.976325
Rural
Basic
0
7
null
9
2022-08-04 15:21:39.134960
Good
No
Rarely
House
556
49,526
38
Male
57,885
Married
4
High School
Self-Employed
32.751043
Urban
Comprehensive
1
15
439
8
2019-09-01 15:21:39.126661
Poor
Yes
Monthly
Condo
141
49,527
55
Female
1,705
Married
3
Master's
Employed
18.634173
Urban
Comprehensive
null
8
481
2
2019-08-22 15:21:39.148733
Good
No
Rarely
Condo
1,322
49,528
39
Male
10,247
Married
2
Bachelor's
Self-Employed
22.450162
Suburban
Premium
null
13
647
4
2022-04-08 15:21:39.172097
Poor
Yes
Monthly
Condo
1,471
49,529
null
Female
57,589
Divorced
0
PhD
Unemployed
null
Urban
Premium
4
8
632
6
2021-08-21 15:21:39.190215
Average
No
Monthly
Condo
928
49,530
38
Male
null
Divorced
2
High School
Employed
10.444065
Urban
Basic
2
12
350
2
2022-04-26 15:21:39.100695
Average
Yes
Monthly
House
514
49,531
25
Female
17,175
Married
0
High School
Self-Employed
41.908159
Suburban
Premium
1
18
715
3
2022-01-16 15:21:39.229482
Good
No
Daily
Apartment
393
49,532
45
Male
45,927
Single
0
Bachelor's
null
8.590055
Urban
Basic
null
11
662
5
2020-02-18 15:21:39.170099
Good
No
Rarely
Condo
173
49,533
42
Male
30,804
Married
4
Bachelor's
null
35.192928
Rural
Premium
1
6
514
6
2020-06-11 15:21:39.185215
Poor
Yes
Monthly
Apartment
855
49,534
37
Female
2,571
Married
2
Master's
null
24.776477
Rural
Basic
null
9
null
3
2023-06-27 15:21:39.196387
Good
No
Weekly
House
2,836
49,535
50
Male
3,568
Divorced
0
Master's
Unemployed
9.73739
Rural
Basic
1
2
525
5
2020-07-12 15:21:39.285112
Average
No
Weekly
Apartment
2,086
49,536
44
Female
9,079
Divorced
0
PhD
null
null
Urban
Premium
2
2
774
1
2021-04-20 15:21:39.222387
Good
Yes
Rarely
Condo
925
49,537
52
Female
44,150
Divorced
1
PhD
Unemployed
3.769555
Urban
Basic
2
5
607
9
2020-02-27 15:21:39.155231
Poor
No
Monthly
Condo
382
49,538
37
Female
20,495
Single
4
High School
Employed
19.724841
Suburban
Premium
null
5
676
9
2021-06-08 15:21:39.180553
Poor
Yes
Weekly
Apartment
703
49,539
57
Male
85,967
Married
2
PhD
Self-Employed
14.690717
Urban
Premium
1
10
381
6
2020-12-01 15:21:39.134960
Good
Yes
Monthly
Condo
506
49,540
27
Female
38,776
Divorced
3
Master's
Employed
11.904006
Suburban
Premium
null
7
626
5
2022-06-07 15:21:39.177724
Good
Yes
Weekly
Condo
915
49,541
43
Female
null
Married
0
Bachelor's
Self-Employed
20.697074
Suburban
Premium
null
15
333
7
2022-08-09 15:21:39.104139
Poor
Yes
Weekly
Condo
2,316
49,542
22
Female
7,073
Single
4
Master's
Employed
46.237548
Urban
Premium
null
5
844
4
2024-05-20 15:21:39.084065
Poor
Yes
Rarely
House
1,728
49,543
55
Female
null
Married
4
Master's
Self-Employed
37.053454
Suburban
Basic
null
0
319
2
2023-03-23 15:21:39.134960
Average
Yes
Rarely
Condo
1,240
49,544
61
Female
1,641
Divorced
null
Master's
null
38.291806
Rural
Comprehensive
1
7
816
2
2019-12-17 15:21:39.206847
null
Yes
Daily
Condo
2,236
49,545
56
Male
11,829
Married
3
Bachelor's
Self-Employed
18.796895
Rural
Comprehensive
0
9
432
2
2021-08-30 15:21:39.123711
Average
Yes
Rarely
Apartment
617
49,546
56
Female
11,986
Divorced
3
Bachelor's
Employed
39.981601
Urban
Comprehensive
0
7
null
9
2020-12-01 15:21:39.198406
Poor
Yes
Weekly
Apartment
156
49,547
53
Male
9,082
Divorced
4
Bachelor's
Unemployed
13.687899
Suburban
Premium
null
5
775
4
2021-01-16 15:21:39.282785
Poor
Yes
Daily
House
920
49,548
20
Female
17,079
Divorced
2
Master's
Self-Employed
20.150197
Rural
Premium
0
6
839
7
2020-12-31 15:21:39.251142
Poor
No
Monthly
Condo
519
49,549
40
Male
1,077
Single
4
PhD
null
6.582537
Rural
Basic
0
13
349
6
2024-06-28 15:21:39.218388
Poor
Yes
Rarely
Condo
2,712
49,550
37
Female
2,629
Married
0
PhD
null
44.183076
Suburban
Premium
null
14
667
7
2020-09-10 15:21:39.280784
null
Yes
Weekly
Condo
2,912
49,551
60
Male
18,368
Divorced
1
Master's
Self-Employed
20.672344
Suburban
Basic
1
6
639
1
2024-01-07 15:21:39.172097
Poor
No
Rarely
Condo
2,146
49,552
25
Female
1,879
Divorced
2
Master's
Unemployed
16.839202
Urban
Basic
2
2
646
7
2022-04-26 15:21:39.123711
Poor
Yes
Rarely
House
977
49,553
20
Male
17,069
Single
4
Master's
Unemployed
34.235868
Rural
Basic
2
16
536
1
2020-12-09 15:21:39.191219
Good
Yes
Daily
Apartment
392
49,554
63
Female
17,053
Divorced
2
PhD
Employed
29.724072
Urban
Comprehensive
0
10
798
7
2021-01-21 15:21:39.185215
Good
Yes
Daily
House
618
49,555
53
Male
37,197
Single
4
High School
Unemployed
5.918018
Rural
Comprehensive
2
6
716
8
2022-02-22 15:21:39.144722
Good
No
Rarely
Apartment
716
49,556
52
Female
20,251
Divorced
4
High School
Self-Employed
42.336792
Urban
Premium
1
12
549
2
2020-02-11 15:21:39.237118
Good
Yes
Weekly
Apartment
208
49,557
54
Male
null
Single
4
Master's
Employed
22.973606
Rural
Premium
0
7
446
3
2024-04-23 15:21:39.154008
Good
No
Daily
Apartment
2,589
49,558
24
Female
1,398
Single
0
Master's
Self-Employed
20.052706
Rural
Comprehensive
2
6
669
8
2020-04-21 15:21:39.226954
Average
No
Rarely
Apartment
955
49,559
29
Male
25,573
Single
2
PhD
null
21.068832
Urban
Premium
null
2
745
8
2020-10-25 15:21:39.285112
Poor
No
Monthly
Apartment
647
49,560
null
Female
100,905
Married
1
Master's
Self-Employed
16.71144
Urban
Comprehensive
0
18
397
7
2021-06-18 15:21:39.105504
Poor
No
Rarely
House
1,460
49,561
18
Female
1,813
Divorced
null
High School
Employed
25.914572
Suburban
Comprehensive
1
9
711
8
2020-10-20 15:21:39.094752
Good
Yes
Monthly
House
2,788
49,562
53
Male
5,814
Married
1
Bachelor's
Unemployed
37.791279
Urban
Comprehensive
null
0
585
8
2023-10-28 15:21:39.121169
Average
No
Monthly
Condo
72
49,563
31
Male
28,534
Single
3
Bachelor's
Employed
9.231533
Rural
Basic
null
0
474
9
2023-05-24 15:21:39.251142
Good
No
Monthly
Condo
1,428
49,564
31
Male
24,429
Divorced
0
High School
Employed
35.619475
Rural
Premium
null
5
479
9
2022-01-28 15:21:39.172097
Poor
No
Monthly
Apartment
765
49,565
34
Male
3,837
Divorced
1
High School
Self-Employed
15.870417
Urban
Comprehensive
null
14
null
6
2021-12-11 15:21:39.098696
Poor
Yes
Rarely
Apartment
210
49,566
31
Male
5,542
Divorced
3
Master's
Employed
41.070047
Rural
Basic
null
5
835
1
2022-04-17 15:21:39.134960
Good
No
Rarely
Condo
2,905
49,567
40
Female
29,891
Divorced
3
PhD
Employed
10.08229
Rural
Basic
1
9
725
2
2020-06-10 15:21:39.150730
Average
Yes
Daily
Condo
1,657
49,568
48
Female
1,278
Single
3
High School
Employed
14.959269
Suburban
Premium
0
13
694
9
2020-02-27 15:21:39.148733
null
No
Weekly
Condo
1,069
49,569
30
Male
60,572
Single
0
PhD
Unemployed
50.123611
Rural
Comprehensive
null
18
486
1
2023-04-15 15:21:39.123711
Good
Yes
Daily
Condo
590
49,570
33
Male
39,086
Married
0
High School
Employed
11.908462
Urban
Premium
2
11
757
9
2023-09-30 15:21:39.134960
Average
No
Daily
Apartment
616
49,571
64
Female
null
Single
2
Bachelor's
Unemployed
51.927442
Urban
Basic
2
14
null
2
2020-01-23 15:21:39.146733
Good
No
Daily
Condo
564
49,572
38
Female
1,434
Single
3
PhD
Unemployed
14.732198
Rural
Premium
4
12
842
1
2023-04-18 15:21:39.186212
Poor
Yes
Monthly
House
952
49,573
46
Male
725
Single
null
Bachelor's
null
24.58383
Urban
Basic
1
6
568
5
2021-05-17 15:21:39.194829
null
Yes
Monthly
Condo
654
49,574
52
Male
62,034
Divorced
0
Bachelor's
Employed
12.590531
Suburban
Premium
0
5
790
1
2019-12-31 15:21:39.082499
Good
No
Daily
Apartment
130
49,575
41
Male
7,616
Divorced
0
PhD
Self-Employed
34.256898
Urban
Comprehensive
null
6
705
1
2022-06-24 15:21:39.274993
Good
Yes
Weekly
House
632
49,576
45
Female
133,377
Married
1
High School
Self-Employed
51.065071
Suburban
Basic
null
14
758
7
2023-03-08 15:21:39.155231
Poor
Yes
Daily
House
728
49,577
18
Female
30,881
Single
0
Bachelor's
Unemployed
null
Rural
Comprehensive
null
1
631
2
2020-09-08 15:21:39.155231
Good
No
Monthly
Condo
819
49,578
33
Male
20,346
Divorced
0
High School
Self-Employed
23.964345
Suburban
Comprehensive
1
15
397
4
2022-06-19 15:21:39.134960
Poor
No
Rarely
House
675
49,579
23
Male
90,846
Divorced
3
Bachelor's
Self-Employed
21.410069
Urban
Premium
null
9
301
1
2023-08-31 15:21:39.155231
Average
No
Weekly
Condo
1,534
49,580
54
Female
131,839
Divorced
4
PhD
Unemployed
8.994651
Rural
Comprehensive
0
0
477
8
2024-04-05 15:21:39.122134
Good
No
Weekly
Apartment
3,625
49,581
54
Female
11,882
Single
3
Bachelor's
Employed
39.334776
Rural
Basic
0
15
622
7
2022-08-08 15:21:39.100695
Average
No
Monthly
Condo
832
49,582
40
Female
17,076
Divorced
3
High School
Self-Employed
17.271485
Urban
Premium
null
4
589
7
2020-06-05 15:21:39.274993
Good
Yes
Monthly
House
823
49,583
38
Female
11,590
Divorced
4
PhD
Unemployed
9.756597
Rural
Comprehensive
0
3
725
4
2024-01-21 15:21:39.174719
Good
Yes
Monthly
Condo
537
49,584
50
Female
88,187
Divorced
4
Bachelor's
Employed
16.939735
Suburban
Basic
0
2
325
4
2020-04-22 15:21:39.256696
Poor
No
Monthly
Apartment
353
49,585
47
Male
5,933
Divorced
3
PhD
Unemployed
10.922365
Urban
Comprehensive
null
14
595
5
2024-01-20 15:21:39.155231
Average
Yes
Rarely
Condo
478
49,586
40
Male
5,877
Divorced
3
Master's
null
40.836207
Suburban
Basic
1
10
736
2
2021-02-28 15:21:39.143708
Good
Yes
Weekly
Apartment
872
49,587
32
Female
22,115
Married
4
PhD
Employed
49.283446
Suburban
Comprehensive
null
17
748
4
2022-12-22 15:21:39.152732
Good
No
Daily
Condo
1,274
49,588
51
Female
1,348
Divorced
0
Master's
null
22.937165
Rural
Basic
1
15
796
7
2021-04-05 15:21:39.086123
Average
Yes
Monthly
House
2,320
49,589
19
Female
26,296
Divorced
1
Master's
Unemployed
29.638184
Urban
Premium
2
16
434
1
2022-08-14 15:21:39.134960
Good
No
Rarely
House
897
49,590
45
Male
38,916
Single
2
Bachelor's
Employed
32.890347
Rural
Comprehensive
0
17
668
3
2024-02-20 15:21:39.093681
Good
Yes
Weekly
Condo
1,264
49,591
53
Female
14,567
Single
1
PhD
Self-Employed
15.843406
Rural
Basic
2
7
null
5
2023-02-16 15:21:39.155231
Good
Yes
Weekly
Condo
581
49,592
60
Female
91,788
Single
0
Bachelor's
null
33.157586
Urban
Premium
null
17
421
7
2019-08-24 15:21:39.237118
Average
No
Monthly
Condo
956
49,593
43
Male
8,072
Married
0
Bachelor's
Self-Employed
22.272929
Suburban
Premium
1
16
631
9
2020-06-26 15:21:39.206847
Poor
Yes
Weekly
House
571
49,594
32
Female
10,981
Single
null
Bachelor's
null
22.323514
Urban
Premium
1
2
787
6
2021-05-06 15:21:39.274993
Average
Yes
Weekly
Condo
1,236
49,595
25
Male
25,407
Married
null
PhD
Self-Employed
31.126944
Suburban
Basic
1
17
468
2
2023-05-25 15:21:39.237118
Average
No
Rarely
House
1,242
49,596
61
Female
26,903
Married
2
High School
Unemployed
37.254447
Rural
Premium
0
9
826
2
2020-11-27 15:21:39.108562
null
No
Daily
House
871
49,597
29
Female
5,958
Married
1
Bachelor's
Employed
23.567433
Urban
Comprehensive
2
19
516
3
2023-03-20 15:21:39.263607
Poor
Yes
Weekly
Apartment
179
49,598
18
Female
61,753
Single
2
High School
Unemployed
16.183787
Rural
Basic
null
19
636
9
2022-12-28 15:21:39.245086
Good
Yes
Rarely
Apartment
210
49,599
58
Male
19,227
Single
4
High School
null
25.998878
Suburban
Comprehensive
null
17
617
1
2022-12-28 15:21:39.102694
Poor
No
Weekly
Apartment
1,091