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
1,192,500
37
Female
25,952
Single
4
PhD
null
32.814158
Suburban
Basic
null
7
549
7
2019-10-23 15:21:39.223901
Average
No
Daily
Condo
3,294
1,192,501
57
Male
64,820
null
4
PhD
null
36.415518
Rural
Basic
0
14
434
2
2021-11-06 15:21:39.237118
Average
No
Monthly
House
1,290
1,192,502
24
Male
14,537
Divorced
2
Bachelor's
null
18.362567
Urban
Comprehensive
null
7
519
1
2020-04-24 15:21:39.183598
Good
No
Rarely
Apartment
1,740
1,192,503
18
Female
null
Divorced
3
Bachelor's
Employed
47.814887
Suburban
Comprehensive
1
4
365
6
2021-05-14 15:21:39.219432
Poor
Yes
Monthly
House
2,543
1,192,504
29
Female
98,335
Married
1
Master's
Unemployed
15.184087
Rural
Comprehensive
null
4
null
4
2020-03-16 15:21:39.121169
Average
No
Monthly
House
128
1,192,505
48
Male
28,991
Divorced
4
Master's
Self-Employed
15.936648
Urban
Comprehensive
null
0
718
6
2022-12-06 15:21:39.155231
Good
Yes
Weekly
Apartment
1,429
1,192,506
29
Female
40,322
Single
null
Bachelor's
Self-Employed
12.351408
Rural
Basic
0
4
463
2
2019-11-05 15:21:39.126661
Good
No
Daily
House
485
1,192,507
31
Male
132,726
Divorced
4
Master's
Unemployed
21.284594
Rural
Basic
null
19
403
4
2020-05-31 15:21:39.190215
Poor
Yes
Weekly
House
1,864
1,192,508
63
Male
45,928
Single
4
PhD
null
13.547651
Urban
Comprehensive
0
4
746
7
2023-03-14 15:21:39.256696
Average
Yes
Monthly
Apartment
671
1,192,509
55
Male
92,914
Married
0
Master's
Self-Employed
24.959196
Rural
Comprehensive
1
7
323
3
2022-11-13 15:21:39.172097
Average
No
Rarely
House
167
1,192,510
43
Male
81,685
Divorced
1
PhD
Unemployed
10.849357
Suburban
Comprehensive
null
7
393
3
2022-12-10 15:21:39.190215
Average
Yes
Daily
Condo
1,318
1,192,511
60
Male
null
Divorced
4
High School
Unemployed
25.67803
Rural
Basic
2
6
845
8
2022-12-07 15:21:39.177724
Poor
Yes
Daily
Apartment
311
1,192,512
31
Male
72,182
Married
2
Bachelor's
null
35.837842
Suburban
Premium
2
17
696
1
2022-08-27 15:21:39.193945
Good
Yes
Daily
House
2,097
1,192,513
29
Male
40,262
Divorced
0
Bachelor's
Unemployed
33.2858
Suburban
Premium
0
0
655
4
2023-04-27 15:21:39.114118
Poor
Yes
Monthly
Apartment
811
1,192,514
45
Male
1,545
Divorced
1
High School
null
9.15548
Urban
Comprehensive
2
11
null
8
2023-01-07 15:21:39.237118
Poor
Yes
Monthly
Condo
1,317
1,192,515
62
Female
26
Divorced
0
PhD
Unemployed
37.787761
Suburban
Basic
1
6
788
6
2020-03-27 15:21:39.151732
Good
No
Monthly
Apartment
874
1,192,516
19
Female
24,986
Single
4
Master's
Unemployed
44.73813
Rural
Comprehensive
0
9
761
5
2024-05-31 15:21:39.155231
Average
Yes
Monthly
Apartment
669
1,192,517
62
Female
26,754
Married
4
Bachelor's
Unemployed
37.81656
Rural
Basic
0
0
682
6
2021-11-01 15:21:39.281787
Good
Yes
Monthly
Apartment
1,211
1,192,518
45
Male
10,531
Married
null
PhD
Employed
19.209988
Rural
Comprehensive
2
4
692
5
2023-06-03 15:21:39.112553
Good
No
Weekly
Condo
1,110
1,192,519
47
Male
14,791
Divorced
null
Master's
Unemployed
26.878602
Urban
Basic
null
14
384
8
2023-01-13 15:21:39.188220
Average
Yes
Weekly
Apartment
823
1,192,520
37
Male
57,793
Divorced
2
Bachelor's
Self-Employed
12.717308
Suburban
Comprehensive
0
2
447
3
2023-05-18 15:21:39.083497
Good
No
Daily
Condo
484
1,192,521
50
Female
24,891
Divorced
1
PhD
null
18.784633
Rural
Basic
null
4
477
1
2024-03-08 15:21:39.155231
Good
Yes
Weekly
House
2,090
1,192,522
26
Female
28,215
Divorced
4
PhD
null
44.125833
Rural
Basic
0
19
688
9
2020-10-21 15:21:39.194829
null
Yes
Rarely
Apartment
3,244
1,192,523
41
Female
50,785
Divorced
2
Master's
Employed
41.006834
Suburban
Comprehensive
1
7
423
6
2021-03-19 15:21:39.266452
Poor
Yes
Daily
Condo
1,799
1,192,524
27
Female
23,401
Divorced
4
Master's
null
22.154857
Urban
Comprehensive
0
18
null
3
2022-12-17 15:21:39.134960
Average
Yes
Daily
Condo
462
1,192,525
54
Male
25,787
Divorced
2
High School
Self-Employed
null
Suburban
Premium
0
15
564
1
2023-11-15 15:21:39.177724
Good
Yes
Daily
House
496
1,192,526
41
Male
18,600
Single
3
High School
null
40.351489
Rural
Comprehensive
1
0
732
8
2022-08-17 15:21:39.269494
Good
Yes
Weekly
Apartment
3,300
1,192,527
32
Male
1,789
Married
2
PhD
Unemployed
19.638873
Urban
Comprehensive
2
6
627
3
2022-03-11 15:21:39.154008
Good
Yes
Rarely
House
1,432
1,192,528
31
Male
74,479
Single
0
PhD
Self-Employed
9.534753
Suburban
Comprehensive
0
16
null
9
2019-10-15 15:21:39.155231
Good
Yes
Rarely
Apartment
2,362
1,192,529
59
Male
67,580
Married
1
High School
null
24.183967
Urban
Basic
1
5
null
7
2019-11-29 15:21:39.171102
Average
No
Daily
Condo
112
1,192,530
20
Male
2,072
Divorced
2
Bachelor's
null
46.25888
Rural
Basic
0
13
null
5
2021-05-15 15:21:39.237118
Good
Yes
Monthly
Apartment
213
1,192,531
54
Male
5,916
Single
3
High School
Self-Employed
23.955755
Urban
Comprehensive
1
9
542
7
2020-04-10 15:21:39.095696
Poor
No
Rarely
House
523
1,192,532
45
Female
36,184
Married
1
Master's
Employed
27.854685
Rural
Premium
null
15
null
7
2023-06-03 15:21:39.176717
Good
Yes
Weekly
Apartment
2,350
1,192,533
25
Female
4,325
Married
4
PhD
null
44.05229
Urban
Basic
null
11
452
2
2022-12-27 15:21:39.134960
Poor
Yes
Rarely
House
113
1,192,534
23
Male
null
Single
0
High School
Employed
23.898397
Urban
Basic
null
13
712
8
2023-11-08 15:21:39.214388
Poor
Yes
Daily
House
370
1,192,535
21
Male
20,981
Single
1
High School
Self-Employed
35.965345
Rural
Basic
3
19
528
1
2021-03-15 15:21:39.090124
Poor
No
Rarely
Condo
1,411
1,192,536
22
Female
46,011
Single
0
Master's
Employed
13.865391
Urban
Comprehensive
1
0
834
7
2021-08-11 15:21:39.134960
Good
No
Monthly
Condo
1,249
1,192,537
34
Female
8,295
Divorced
3
Bachelor's
Unemployed
24.924322
Rural
Premium
1
11
733
1
2022-06-21 15:21:39.194829
Good
No
Monthly
House
603
1,192,538
58
Female
43,901
Married
2
Bachelor's
null
22.887738
Rural
Basic
0
17
824
9
2021-12-18 15:21:39.185215
Poor
No
Monthly
Condo
28
1,192,539
51
Female
144,937
Single
2
Bachelor's
Employed
14.486698
Rural
Comprehensive
3
14
646
4
2024-07-12 15:21:39.211806
Good
Yes
Rarely
Condo
3,515
1,192,540
37
Male
2,752
Divorced
null
PhD
Unemployed
12.892408
Suburban
Comprehensive
null
19
559
9
2023-11-15 15:21:39.230483
Good
Yes
Rarely
Apartment
2,752
1,192,541
58
Female
10,651
Single
4
Bachelor's
Self-Employed
16.81818
Rural
Comprehensive
null
14
779
7
2023-09-05 15:21:39.124659
Good
No
Daily
House
792
1,192,542
37
Female
85,939
Divorced
1
PhD
Unemployed
14.396046
Rural
Basic
null
16
827
3
2023-12-01 15:21:39.222387
Poor
Yes
Rarely
Apartment
242
1,192,543
41
Female
37,824
Married
1
Bachelor's
Employed
35.816409
Rural
Premium
1
2
553
4
2021-04-10 15:21:39.155231
Average
Yes
Rarely
Apartment
413
1,192,544
35
Female
50,731
Married
2
Bachelor's
null
38.221343
Urban
Basic
2
3
669
2
2024-03-15 15:21:39.268507
Average
Yes
Rarely
Apartment
328
1,192,545
31
Male
32,923
Divorced
null
High School
Self-Employed
48.991046
Urban
Basic
3
0
600
8
2021-04-09 15:21:39.274993
Good
No
Weekly
Apartment
379
1,192,546
20
Male
4,075
Divorced
null
Master's
Employed
33.66114
Suburban
Basic
null
15
414
9
2023-05-01 15:21:39.228521
Poor
Yes
Weekly
Condo
1,251
1,192,547
31
Male
4,825
Divorced
2
Master's
null
22.24868
Suburban
Premium
0
1
478
7
2023-06-02 15:21:39.148733
Poor
No
Weekly
Apartment
571
1,192,548
38
Male
11,185
Divorced
1
Master's
Employed
23.098047
Urban
Comprehensive
1
1
751
1
2020-01-10 15:21:39.282785
Poor
No
Weekly
Condo
1,070
1,192,549
52
Male
935
Divorced
2
Bachelor's
Self-Employed
42.639392
Rural
Comprehensive
null
18
761
1
2019-11-09 15:21:39.134960
Average
No
Monthly
House
1,471
1,192,550
29
Male
40,983
Divorced
0
Bachelor's
Self-Employed
3.834363
Rural
Premium
2
6
567
7
2021-04-09 15:21:39.290098
Poor
No
Rarely
Condo
833
1,192,551
22
Female
13,950
Married
1
High School
Employed
22.849491
Rural
Basic
0
11
544
7
2020-04-24 15:21:39.282785
Good
No
Weekly
Condo
1,025
1,192,552
24
Female
61,452
Married
0
Bachelor's
Self-Employed
25.90765
Urban
Premium
0
6
446
5
2022-08-17 15:21:39.144722
Poor
Yes
Daily
Condo
1,722
1,192,553
41
Male
29,761
Married
3
Bachelor's
Self-Employed
27.994778
Suburban
Comprehensive
0
9
null
2
2020-11-04 15:21:39.237118
Average
Yes
Daily
Condo
1,770
1,192,554
26
Female
null
Single
3
High School
Self-Employed
12.79882
Rural
Comprehensive
2
1
580
5
2020-01-04 15:21:39.100695
null
No
Rarely
Condo
2,160
1,192,555
24
Female
28,897
Married
4
High School
Self-Employed
25.812409
Suburban
Premium
null
4
null
9
2020-01-12 15:21:39.181605
Poor
Yes
Daily
Condo
1,085
1,192,556
37
Female
107,515
Divorced
0
Bachelor's
null
13.077566
Rural
Comprehensive
1
12
496
2
2022-11-28 15:21:39.171102
Poor
Yes
Rarely
Apartment
2,572
1,192,557
38
Female
25,563
Single
3
PhD
null
14.056172
Rural
Basic
null
3
753
8
2024-03-01 15:21:39.124659
Average
Yes
Daily
Apartment
945
1,192,558
45
Female
4,769
Single
2
High School
Unemployed
39.154562
Suburban
Basic
1
3
462
7
2024-02-13 15:21:39.129190
Poor
No
Weekly
Condo
1,469
1,192,559
39
Female
72,463
Single
1
PhD
Employed
35.81214
Suburban
Comprehensive
0
5
353
1
2022-02-18 15:21:39.149731
Average
No
Weekly
Apartment
25
1,192,560
49
Male
7,984
Divorced
1
Bachelor's
Employed
7.764687
Urban
Premium
1
16
469
2
2021-04-20 15:21:39.155231
Good
No
Monthly
Apartment
981
1,192,561
58
Female
null
Married
2
Bachelor's
null
45.293849
Suburban
Comprehensive
1
6
394
2
2020-11-23 15:21:39.155231
Average
Yes
Weekly
House
28
1,192,562
32
Female
7,753
Single
3
High School
Unemployed
32.452971
Suburban
Premium
null
2
null
1
2023-01-05 15:21:39.106582
Good
No
Weekly
Condo
1,727
1,192,563
53
Female
12,108
Divorced
3
Bachelor's
Unemployed
38.507645
Urban
Comprehensive
0
14
471
9
2021-07-16 15:21:39.255696
Poor
No
Daily
Apartment
264
1,192,564
30
Male
50,832
Single
3
Master's
Employed
12.01759
Suburban
Premium
3
1
593
9
2023-12-23 15:21:39.155231
null
No
Monthly
House
834
1,192,565
59
Female
9,559
Married
null
Master's
Self-Employed
43.23303
Rural
Basic
null
6
809
2
2019-11-27 15:21:39.085129
Good
No
Weekly
Apartment
1,372
1,192,566
30
Male
17,026
Single
3
Bachelor's
null
23.872156
Urban
Comprehensive
0
1
null
5
2023-10-12 15:21:39.187211
Poor
No
Weekly
Condo
817
1,192,567
42
Male
130,103
Divorced
4
PhD
Self-Employed
41.497859
Suburban
Comprehensive
0
15
457
9
2024-03-06 15:21:39.134960
Average
No
Daily
Condo
1,531
1,192,568
25
Male
20,517
Married
4
High School
null
21.764168
Rural
Comprehensive
null
2
704
7
2020-03-01 15:21:39.188220
Good
No
Daily
Apartment
131
1,192,569
32
Female
43,435
Divorced
null
Bachelor's
null
17.734142
Rural
Basic
0
18
495
3
2022-12-24 15:21:39.134960
Good
Yes
Weekly
Apartment
2,037
1,192,570
55
Female
26,395
Divorced
0
Master's
Self-Employed
null
Urban
Premium
1
7
745
5
2022-11-24 15:21:39.147735
Poor
No
Rarely
House
1,036
1,192,571
38
Male
80,655
Single
4
High School
Self-Employed
20.798927
Urban
Comprehensive
3
11
null
3
2020-11-02 15:21:39.081504
null
Yes
Weekly
Apartment
519
1,192,572
63
Female
5,857
Divorced
4
PhD
Self-Employed
24.766832
Suburban
Premium
1
4
null
5
2020-06-08 15:21:39.132191
null
Yes
Weekly
House
582
1,192,573
58
Male
7,892
Married
0
PhD
null
39.816553
Rural
Premium
1
11
699
6
2022-07-22 15:21:39.134960
Good
No
Rarely
Condo
581
1,192,574
36
Female
20,781
Divorced
4
PhD
Self-Employed
40.959693
Rural
Premium
3
3
832
8
2022-08-24 15:21:39.271453
Average
No
Monthly
Condo
739
1,192,575
54
Male
3,258
Married
2
High School
Employed
11.90899
Urban
Premium
null
0
756
2
2020-07-31 15:21:39.192212
Poor
No
Rarely
Condo
312
1,192,576
51
Female
14,195
Divorced
4
PhD
Employed
41.602459
Urban
Premium
1
4
393
9
2022-10-30 15:21:39.237118
Average
Yes
Weekly
House
2,677
1,192,577
61
Male
10,284
Married
0
High School
Unemployed
30.979689
Rural
Comprehensive
1
18
790
9
2023-08-20 15:21:39.134960
Poor
Yes
Rarely
Apartment
20
1,192,578
29
Female
22,455
Single
4
Bachelor's
Unemployed
22.825761
Urban
Comprehensive
null
9
577
9
2021-12-24 15:21:39.274993
Good
No
Daily
House
837
1,192,579
49
Male
11,073
Divorced
3
Bachelor's
Self-Employed
40.51462
Suburban
Basic
3
3
609
9
2023-07-31 15:21:39.168099
Poor
No
Monthly
Condo
467
1,192,580
58
Male
868
Married
0
High School
Employed
17.923174
Rural
Comprehensive
1
16
null
7
2020-10-02 15:21:39.172097
Poor
Yes
Weekly
Condo
29
1,192,581
62
Female
43,896
Single
3
Bachelor's
Unemployed
24.838391
Rural
Premium
0
5
null
6
2021-03-26 15:21:39.134960
Good
No
Weekly
Condo
790
1,192,582
43
Female
70,468
Single
0
PhD
Employed
30.88998
Rural
Basic
null
12
695
5
2019-09-21 15:21:39.281787
Average
Yes
Weekly
Condo
2,487
1,192,583
39
Female
45,955
Single
1
High School
null
46.099064
Rural
Comprehensive
0
19
675
4
2020-03-31 15:21:39.237118
Poor
Yes
Daily
Condo
1,203
1,192,584
21
Female
38,207
Single
3
Bachelor's
null
39.683361
Suburban
Basic
0
9
null
1
2023-04-12 15:21:39.194829
Poor
No
Daily
House
1,377
1,192,585
43
Female
29,062
Married
1
High School
Self-Employed
21.362971
Rural
Basic
1
17
686
9
2022-10-08 15:21:39.155231
Poor
No
Rarely
Apartment
486
1,192,586
64
Female
20,303
Married
4
PhD
Self-Employed
24.096872
Urban
Basic
1
9
616
6
2020-10-24 15:21:39.086123
null
No
Rarely
Condo
1,131
1,192,587
53
Male
21,348
Single
0
Master's
null
18.040136
Urban
Premium
2
1
null
5
2023-08-30 15:21:39.092127
Average
No
Weekly
House
1,260
1,192,588
34
Male
59,506
Divorced
4
Master's
Employed
3.79745
Suburban
Basic
2
1
440
2
2024-06-05 15:21:39.246098
null
Yes
Weekly
House
256
1,192,589
44
Female
16,339
Divorced
3
PhD
Employed
29.663936
Urban
Comprehensive
null
5
809
3
2022-09-06 15:21:39.130190
Average
No
Weekly
Condo
921
1,192,590
27
Female
90,182
Single
4
High School
Employed
15.126066
Rural
Comprehensive
2
9
375
5
2019-12-22 15:21:39.173834
Poor
Yes
Rarely
Condo
2,574
1,192,591
28
Male
26,667
Married
2
Bachelor's
Unemployed
40.753511
Suburban
Basic
0
19
439
2
2023-08-07 15:21:39.289099
Poor
Yes
Daily
House
626
1,192,592
42
Female
37,863
Single
4
PhD
Employed
28.187894
Urban
Basic
null
11
647
6
2020-07-12 15:21:39.175719
Poor
Yes
Monthly
House
1,029
1,192,593
31
Female
6,169
Single
1
PhD
Unemployed
22.689618
Rural
Premium
1
0
847
9
2023-10-17 15:21:39.285112
Poor
Yes
Monthly
Apartment
170
1,192,594
54
Male
47,842
Divorced
4
High School
null
55.841752
Urban
Premium
null
1
653
7
2020-02-29 15:21:39.131192
Poor
No
Daily
House
638
1,192,595
24
Male
5,629
Married
4
PhD
Unemployed
46.058607
Suburban
Comprehensive
0
9
516
7
2022-05-22 15:21:39.147735
Average
No
Daily
Apartment
1,812
1,192,596
26
Female
4,533
Single
2
Bachelor's
Employed
20.222847
Urban
Basic
4
3
692
4
2021-07-03 15:21:39.233998
Poor
No
Weekly
House
1,225
1,192,597
43
Male
68,950
Divorced
1
Bachelor's
Employed
null
Suburban
Basic
1
6
704
5
2022-09-01 15:21:39.155231
null
Yes
Monthly
Condo
726
1,192,598
61
Female
43,766
Married
3
PhD
Employed
33.013735
Urban
Premium
1
0
763
7
2024-05-23 15:21:39.149731
Average
No
Weekly
House
2,783
1,192,599
48
Male
21,647
Married
3
Master's
null
35.826676
Urban
Basic
0
7
320
9
2019-12-16 15:21:39.174719
Poor
Yes
Rarely
House
2,742