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
1,175,500
49
Male
15,891
Divorced
2
PhD
Unemployed
50.996965
Suburban
Comprehensive
1
7
null
3
2023-02-11 15:21:39.226954
Average
Yes
Daily
House
130
1,175,501
29
Male
65,967
Married
3
High School
Unemployed
51.495701
Rural
Premium
null
14
418
6
2024-03-30 15:21:39.173834
Good
Yes
Weekly
House
647
1,175,502
19
Female
2,579
Divorced
3
Master's
null
null
Suburban
Basic
0
17
602
2
2022-04-29 15:21:39.236064
Average
Yes
Daily
Apartment
951
1,175,503
54
Female
45,770
Single
4
PhD
Unemployed
34.886211
Urban
Premium
null
16
744
1
2020-04-27 15:21:39.177724
Good
No
Daily
Apartment
744
1,175,504
54
Female
1,057
Divorced
0
High School
Employed
null
Urban
Basic
1
5
662
8
2023-09-04 15:21:39.155231
Good
No
Weekly
House
1,101
1,175,505
18
Female
108,523
Single
4
Bachelor's
Employed
13.771329
Suburban
Premium
1
18
301
3
2020-07-03 15:21:39.229482
Good
Yes
Monthly
Condo
2,627
1,175,506
20
Female
52,881
Divorced
3
Master's
Self-Employed
32.168325
Rural
Premium
1
10
432
3
2023-10-13 15:21:39.207847
Good
Yes
Monthly
House
448
1,175,507
60
Female
3,367
Divorced
1
Bachelor's
Employed
29.324038
Rural
Comprehensive
null
18
510
5
2022-07-01 15:21:39.155231
Poor
No
Monthly
Condo
729
1,175,508
18
Male
51,940
Married
0
Master's
Unemployed
33.879581
Rural
Basic
2
8
796
8
2020-06-13 15:21:39.226954
Average
Yes
Weekly
House
2,095
1,175,509
30
Female
9,208
Divorced
0
Master's
Self-Employed
25.366085
Rural
Premium
1
5
841
1
2021-02-13 15:21:39.100695
Good
Yes
Daily
Apartment
1,344
1,175,510
22
Female
126,449
Divorced
1
Master's
Employed
21.142779
Suburban
Basic
1
14
519
3
2019-10-02 15:21:39.221386
Good
Yes
Monthly
House
2,457
1,175,511
19
Female
113,260
Married
3
High School
Self-Employed
16.153382
Suburban
Premium
2
17
706
3
2020-03-03 15:21:39.090124
Poor
Yes
Daily
House
290
1,175,512
58
Male
29,350
Single
2
PhD
Employed
33.547391
Rural
Premium
1
15
498
9
2021-03-05 15:21:39.173834
Average
No
Daily
House
362
1,175,513
45
Female
3,851
Divorced
1
PhD
null
4.683238
Urban
Basic
1
2
792
6
2019-11-16 15:21:39.170099
Poor
Yes
Daily
Apartment
724
1,175,514
47
Male
51,852
Married
0
High School
Unemployed
24.662823
Rural
Comprehensive
null
8
349
6
2024-05-15 15:21:39.223901
Average
No
Monthly
House
159
1,175,515
50
Male
6,841
Divorced
2
Bachelor's
Employed
50.314937
Suburban
Basic
4
14
642
2
2020-11-21 15:21:39.093681
Good
Yes
Rarely
Condo
831
1,175,516
47
Male
15,485
Divorced
1
Master's
Self-Employed
41.638952
Urban
Comprehensive
0
13
709
6
2022-04-03 15:21:39.134960
null
No
Monthly
Condo
1,705
1,175,517
30
Male
44,714
Married
null
Bachelor's
null
33.675615
Rural
Premium
null
5
572
9
2022-01-10 15:21:39.207847
Poor
No
Weekly
Condo
1,305
1,175,518
45
Male
34,177
Married
4
High School
null
10.947705
Urban
Comprehensive
0
15
772
3
2022-09-01 15:21:39.085129
Average
No
Monthly
Condo
543
1,175,519
24
Male
34,187
Single
2
High School
Unemployed
11.302999
Suburban
Premium
1
17
655
7
2024-08-10 15:21:39.131192
Good
Yes
Daily
Condo
366
1,175,520
58
Female
2,448
Married
1
PhD
Employed
24.058378
Rural
Comprehensive
1
8
765
6
2024-03-18 15:21:39.155231
Average
No
Weekly
House
2,979
1,175,521
64
Female
121,356
Single
4
Master's
Unemployed
37.967646
Rural
Comprehensive
null
2
456
2
2022-12-07 15:21:39.176717
Average
No
Weekly
House
1,072
1,175,522
42
Male
24,836
Single
3
High School
Unemployed
26.390589
Suburban
Comprehensive
2
19
650
8
2022-03-24 15:21:39.223390
Average
No
Weekly
House
178
1,175,523
64
Male
43,981
Divorced
0
Master's
null
23.928723
Rural
Comprehensive
null
6
804
8
2024-04-26 15:21:39.155231
Poor
No
Weekly
House
1,557
1,175,524
19
Male
15,310
Married
3
PhD
Unemployed
7.185427
Rural
Basic
null
14
588
7
2022-02-02 15:21:39.079128
Good
No
Monthly
Apartment
336
1,175,525
18
Male
6,939
Divorced
1
Master's
Employed
27.836795
Rural
Premium
0
10
332
4
2020-06-18 15:21:39.288099
null
Yes
Weekly
Apartment
919
1,175,526
36
Male
612
Married
null
High School
Self-Employed
19.735693
Urban
Comprehensive
0
11
583
6
2021-07-20 15:21:39.116179
Average
No
Monthly
Condo
1,829
1,175,527
48
Male
20,389
Divorced
2
High School
Unemployed
30.622359
Urban
Basic
0
19
669
1
2024-07-18 15:21:39.134960
Average
No
Weekly
Apartment
633
1,175,528
21
Female
82,515
Married
2
High School
Self-Employed
31.085164
Urban
Basic
null
14
494
9
2020-03-06 15:21:39.259788
Good
No
Monthly
Condo
29
1,175,529
58
Female
39,603
Divorced
4
High School
Unemployed
44.050181
Suburban
Comprehensive
0
7
457
8
2022-02-26 15:21:39.179186
Good
No
Daily
Apartment
2,811
1,175,530
47
Female
2,583
Single
2
Master's
null
31.868442
Rural
Comprehensive
null
16
692
6
2021-05-29 15:21:39.213373
null
No
Rarely
Condo
601
1,175,531
64
Female
14,991
Single
2
PhD
Unemployed
13.087378
Urban
Premium
null
11
null
9
2020-11-15 15:21:39.125660
Poor
No
Daily
Condo
1,029
1,175,532
59
Female
6,051
Single
null
PhD
Unemployed
null
Suburban
Comprehensive
1
10
533
3
2020-03-18 15:21:39.274993
Average
No
Daily
Apartment
742
1,175,533
33
Male
17,894
Married
4
Master's
null
4.039705
Urban
Comprehensive
0
5
594
1
2021-12-18 15:21:39.273973
Good
No
Weekly
Condo
553
1,175,534
44
Female
57,599
Single
3
Master's
Employed
25.898313
Suburban
Comprehensive
2
17
675
6
2021-11-22 15:21:39.155231
Good
No
Weekly
House
332
1,175,535
28
Female
93,940
Single
3
PhD
Employed
12.187301
Suburban
Comprehensive
1
11
410
3
2024-05-17 15:21:39.279729
Average
No
Monthly
Apartment
939
1,175,536
58
Male
28,332
Married
4
High School
null
33.698863
Suburban
Basic
0
19
745
4
2022-02-03 15:21:39.123711
Good
No
Weekly
House
498
1,175,537
31
Female
17,086
Married
4
Master's
Self-Employed
12.906237
Rural
Comprehensive
null
0
559
8
2023-09-10 15:21:39.155231
Poor
No
Daily
Condo
588
1,175,538
55
Female
102,965
Married
3
High School
Self-Employed
30.164424
Urban
Premium
2
17
558
2
2022-05-07 15:21:39.191219
null
Yes
Rarely
Condo
964
1,175,539
20
Male
16,284
Single
null
PhD
Employed
20.817133
Rural
Comprehensive
null
16
549
2
2022-04-02 15:21:39.134960
Poor
Yes
Rarely
Condo
1,696
1,175,540
20
Male
43,471
Married
2
Master's
Employed
null
Urban
Comprehensive
0
19
592
4
2023-02-15 15:21:39.229482
Poor
Yes
Daily
Condo
466
1,175,541
62
Male
20,231
Married
3
PhD
null
36.287517
Urban
Premium
2
4
829
7
2019-12-03 15:21:39.276901
Poor
Yes
Daily
Apartment
635
1,175,542
23
Female
6,799
Divorced
1
PhD
Unemployed
15.066859
Rural
Basic
2
16
481
3
2022-04-01 15:21:39.110557
Poor
No
Daily
Apartment
830
1,175,543
23
Male
12,073
Married
2
Master's
Self-Employed
45.643859
Suburban
Comprehensive
null
5
788
9
2023-10-20 15:21:39.261856
Poor
Yes
Rarely
Condo
1,045
1,175,544
59
Female
35,682
Divorced
3
PhD
Unemployed
34.777048
Rural
Basic
2
13
null
6
2021-08-12 15:21:39.230483
Average
Yes
Weekly
Apartment
2,486
1,175,545
43
Male
15,894
Divorced
0
PhD
Unemployed
13.925948
Rural
Basic
null
7
681
3
2024-03-30 15:21:39.150730
Average
Yes
Monthly
House
798
1,175,546
27
Male
3,322
Married
2
PhD
Self-Employed
14.67873
Suburban
Premium
1
10
673
8
2022-07-12 15:21:39.265513
Poor
No
Monthly
Apartment
111
1,175,547
28
Male
83,316
Married
1
PhD
null
19.927241
Urban
Comprehensive
1
16
403
1
2022-05-17 15:21:39.256696
Good
No
Monthly
Apartment
105
1,175,548
51
Male
null
Single
4
Bachelor's
Employed
25.634895
Rural
Comprehensive
1
12
353
4
2020-01-08 15:21:39.204201
null
Yes
Rarely
Condo
392
1,175,549
20
Male
1,168
Single
2
High School
Unemployed
27.945611
Urban
Premium
1
19
486
3
2023-11-05 15:21:39.134960
Poor
Yes
Daily
House
376
1,175,550
51
Male
6,662
Divorced
2
PhD
Self-Employed
25.769294
Suburban
Premium
null
6
457
8
2024-07-20 15:21:39.092127
Poor
No
Daily
Condo
522
1,175,551
48
Female
48,991
Single
null
PhD
Employed
24.724495
Suburban
Basic
1
7
703
2
2021-10-29 15:21:39.237118
Good
Yes
Daily
House
107
1,175,552
44
Female
4,536
Married
2
Bachelor's
Self-Employed
null
Rural
Premium
1
17
757
7
2023-08-04 15:21:39.230483
Good
No
Rarely
Condo
49
1,175,553
46
Female
45,507
Divorced
3
High School
Unemployed
null
Rural
Comprehensive
1
4
681
5
2021-04-16 15:21:39.130190
Poor
Yes
Monthly
Apartment
893
1,175,554
39
Male
28,886
Single
3
Bachelor's
Unemployed
34.633206
Urban
Basic
null
4
585
2
2021-05-26 15:21:39.186212
Average
Yes
Rarely
Apartment
627
1,175,555
62
Male
85,958
Married
3
Bachelor's
Self-Employed
32.249745
Rural
Comprehensive
2
7
638
8
2022-06-01 15:21:39.278402
Average
No
Monthly
Apartment
2,720
1,175,556
50
Female
6,097
Married
1
Master's
Employed
23.977605
Urban
Basic
1
17
773
5
2021-03-31 15:21:39.270454
Poor
No
Weekly
Condo
639
1,175,557
27
Female
5,055
Single
3
High School
Unemployed
40.958302
Urban
Premium
0
18
794
5
2021-03-19 15:21:39.152732
Average
No
Daily
Condo
3,107
1,175,558
24
Female
62,211
Single
2
High School
null
51.441609
Urban
Premium
1
11
428
3
2021-03-29 15:21:39.154008
Average
Yes
Rarely
Condo
491
1,175,559
37
Male
3,534
Divorced
1
High School
Self-Employed
28.846114
Urban
Comprehensive
0
11
473
6
2023-06-21 15:21:39.272456
Average
No
Monthly
House
816
1,175,560
23
Female
53,696
Single
0
Bachelor's
Self-Employed
20.996484
Rural
Basic
2
0
361
6
2020-08-31 15:21:39.095696
Poor
No
Monthly
Apartment
848
1,175,561
45
Male
36,707
Single
0
Master's
Self-Employed
23.737441
Suburban
Premium
0
10
816
2
2022-09-03 15:21:39.202448
Poor
Yes
Weekly
House
843
1,175,562
56
Female
17,054
Single
4
PhD
Employed
25.630977
Urban
Comprehensive
null
11
541
5
2020-08-14 15:21:39.254678
Good
Yes
Daily
House
30
1,175,563
19
Female
938
Divorced
4
Master's
Employed
null
Suburban
Comprehensive
0
18
null
8
2021-02-07 15:21:39.134960
Poor
Yes
Daily
Condo
535
1,175,564
26
Male
17,121
Divorced
1
PhD
Unemployed
42.335748
Rural
Premium
1
13
765
8
2020-03-18 15:21:39.251142
Good
Yes
Monthly
House
996
1,175,565
33
Female
27,311
Married
1
Bachelor's
Self-Employed
25.067251
Rural
Basic
null
4
null
9
2022-02-08 15:21:39.155231
Good
No
Daily
Apartment
1,011
1,175,566
51
Male
14,081
Divorced
3
High School
Unemployed
11.967961
Suburban
Premium
3
2
431
2
2020-08-25 15:21:39.274993
Good
No
Weekly
Condo
2,226
1,175,567
42
Male
145,744
Single
4
Bachelor's
null
29.662081
Suburban
Comprehensive
3
1
null
5
2021-01-18 15:21:39.279729
Good
Yes
Daily
Condo
1,848
1,175,568
42
Female
82,879
Divorced
null
Master's
Unemployed
15.95546
Suburban
Basic
null
1
335
6
2021-04-20 15:21:39.134960
Average
No
Rarely
Apartment
244
1,175,569
56
Male
102,395
Divorced
null
High School
Self-Employed
8.979217
Suburban
Comprehensive
0
18
382
1
2024-06-12 15:21:39.165120
Good
No
Weekly
House
2,010
1,175,570
27
Male
30,963
Single
1
Bachelor's
null
14.401034
Suburban
Premium
null
17
766
3
2021-09-21 15:21:39.134960
Good
Yes
Monthly
House
603
1,175,571
27
Female
46,494
Divorced
2
High School
Employed
13.965411
Rural
Premium
null
7
340
1
2021-02-24 15:21:39.272456
Average
No
Weekly
Condo
832
1,175,572
19
Male
27,610
Single
null
PhD
Employed
23.151108
Urban
Premium
2
3
409
8
2023-06-13 15:21:39.098696
Good
No
Monthly
Condo
767
1,175,573
45
Female
18,561
Married
3
Bachelor's
Self-Employed
10.858875
Suburban
Comprehensive
1
15
398
7
2021-04-24 15:21:39.193945
Average
Yes
Rarely
Condo
1,848
1,175,574
44
Male
null
Divorced
2
High School
Unemployed
21.769693
Urban
Comprehensive
2
15
442
8
2024-07-06 15:21:39.084065
Average
Yes
Daily
Apartment
1,270
1,175,575
30
Male
52,409
Married
4
Master's
Unemployed
46.892306
Rural
Basic
1
14
349
3
2024-06-29 15:21:39.255696
Good
Yes
Monthly
Apartment
888
1,175,576
24
Male
16,795
Divorced
2
Master's
null
19.893243
Urban
Comprehensive
1
4
316
3
2024-06-24 15:21:39.192212
Good
Yes
Daily
House
24
1,175,577
63
Male
86,830
Single
1
PhD
Self-Employed
44.618939
Rural
Comprehensive
0
13
381
4
2020-05-31 15:21:39.143708
Good
Yes
Rarely
House
830
1,175,578
63
Male
17,111
Married
4
PhD
Self-Employed
44.737753
Urban
Basic
0
3
683
9
2023-07-04 15:21:39.237118
Average
Yes
Monthly
House
685
1,175,579
42
Female
2,788
Single
1
PhD
Unemployed
12.824059
Urban
Comprehensive
1
4
523
2
2022-05-03 15:21:39.273973
null
No
Monthly
Apartment
1,001
1,175,580
29
Male
117,022
Divorced
3
High School
Self-Employed
7.275537
Urban
Comprehensive
2
5
311
4
2020-03-21 15:21:39.204790
null
Yes
Rarely
House
509
1,175,581
48
Female
5,843
Single
4
PhD
Unemployed
24.919952
Rural
Comprehensive
2
5
834
6
2021-05-15 15:21:39.283783
Poor
Yes
Monthly
Condo
1,471
1,175,582
62
Female
91,465
Married
3
PhD
Self-Employed
5.956088
Urban
Premium
2
13
393
9
2022-06-21 15:21:39.143708
null
No
Daily
Condo
1,170
1,175,583
43
Female
17,962
Divorced
4
PhD
Employed
14.845693
Suburban
Comprehensive
null
16
678
5
2023-04-13 15:21:39.134960
Average
No
Rarely
Apartment
1,479
1,175,584
50
Female
14,087
Single
4
High School
null
20.384325
Suburban
Basic
0
6
null
5
2020-09-02 15:21:39.155231
Average
Yes
Daily
House
731
1,175,585
64
Male
28,791
Single
0
Master's
Employed
null
Suburban
Comprehensive
1
12
447
9
2024-03-20 15:21:39.107553
Average
No
Daily
Apartment
917
1,175,586
26
Female
40,488
Divorced
null
PhD
Unemployed
5.646729
Suburban
Comprehensive
null
0
509
1
2024-01-24 15:21:39.122134
Good
No
Weekly
House
3,038
1,175,587
51
Male
33,125
Single
1
High School
Employed
null
Suburban
Premium
null
5
745
8
2023-09-08 15:21:39.134960
Average
Yes
Rarely
House
1,209
1,175,588
62
Male
25,683
Single
0
High School
null
32.977608
Rural
Premium
0
8
615
3
2021-01-06 15:21:39.175719
Poor
Yes
Rarely
House
811
1,175,589
34
Female
65,873
Single
3
PhD
Employed
24.587504
Urban
Comprehensive
1
3
437
2
2021-03-30 15:21:39.171102
Poor
No
Daily
Apartment
431
1,175,590
25
Female
75,890
Married
1
Bachelor's
Self-Employed
46.994748
Rural
Premium
4
16
784
4
2020-05-27 15:21:39.244069
Average
Yes
Rarely
Condo
2,080
1,175,591
37
Female
33,422
Married
4
Bachelor's
null
22.839304
Urban
Premium
1
16
null
1
2020-06-24 15:21:39.218388
Poor
No
Rarely
Apartment
1,952
1,175,592
30
Male
51,648
Married
1
Master's
Employed
33.555029
Rural
Premium
1
14
319
2
2024-07-21 15:21:39.132191
Poor
No
Weekly
Apartment
2,059
1,175,593
50
Female
null
Single
0
Master's
Unemployed
null
Rural
Basic
2
14
667
8
2023-07-06 15:21:39.226954
Poor
No
Monthly
Condo
3,384
1,175,594
48
Female
7,741
Married
1
PhD
Self-Employed
35.692756
Urban
Comprehensive
3
15
336
9
2023-01-22 15:21:39.155231
Average
Yes
Weekly
Condo
442
1,175,595
57
Female
20,211
Married
4
PhD
Unemployed
48.388844
Suburban
Premium
0
17
null
9
2023-03-29 15:21:39.237118
Good
Yes
Rarely
Condo
948
1,175,596
36
Male
53,079
Married
3
Master's
null
51.782355
Rural
Basic
null
4
463
9
2021-08-21 15:21:39.128286
Average
Yes
Daily
House
102
1,175,597
36
Male
56,784
Single
3
Master's
Unemployed
13.448629
Suburban
Premium
null
10
427
3
2022-02-06 15:21:39.194829
Average
Yes
Weekly
Apartment
1,448
1,175,598
23
Female
4,856
Divorced
null
Bachelor's
Employed
27.180132
Suburban
Comprehensive
0
5
397
9
2024-05-05 15:21:39.150730
Poor
No
Monthly
House
2,695
1,175,599
20
Male
12,054
Divorced
2
Master's
null
41.454483
Suburban
Comprehensive
null
17
771
5
2021-07-05 15:21:39.107553
Good
Yes
Rarely
House
1,275