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
1,500
58
Male
13,867
Divorced
null
High School
null
12.952599
Rural
Basic
null
7
712
2
2023-10-27 15:21:39.085129
Good
No
Daily
Condo
712
1,501
32
Male
51,863
Married
null
Master's
Unemployed
22.184831
Rural
Comprehensive
3
6
642
8
2022-10-01 15:21:39.131192
null
No
Weekly
House
1,342
1,502
64
Female
29,863
Divorced
null
Master's
Employed
24.42672
Suburban
Premium
2
14
602
3
2023-01-14 15:21:39.289099
Poor
No
Rarely
Condo
847
1,503
30
Male
24,996
Divorced
2
Bachelor's
null
31.707726
Rural
Basic
0
12
null
8
2023-07-22 15:21:39.285112
Average
Yes
Daily
Apartment
1,079
1,504
36
Male
23,604
Married
2
Master's
Employed
5.654213
Suburban
Basic
0
6
639
3
2023-05-22 15:21:39.283783
Good
No
Monthly
House
1,246
1,505
54
Male
43,738
Married
4
Master's
Unemployed
28.566318
Urban
Basic
1
6
716
7
2021-12-15 15:21:39.237118
Good
Yes
Daily
Apartment
564
1,506
53
Male
106,926
Married
1
High School
null
21.906135
Rural
Comprehensive
1
1
456
7
2023-11-05 15:21:39.233485
null
Yes
Daily
Apartment
1,738
1,507
47
Female
65,985
Divorced
null
PhD
Employed
15.885075
Urban
Premium
null
17
506
2
2024-07-14 15:21:39.286113
Poor
Yes
Weekly
Apartment
3,413
1,508
35
Female
21,594
Divorced
0
PhD
Unemployed
25.717662
Urban
Comprehensive
1
0
565
1
2024-05-24 15:21:39.226954
Average
Yes
Daily
House
539
1,509
30
Male
3,142
Divorced
4
PhD
Unemployed
23.5578
Suburban
Premium
1
7
772
3
2024-07-23 15:21:39.237118
null
Yes
Daily
House
1,126
1,510
24
Male
89,904
Married
3
Bachelor's
Self-Employed
30.147876
Urban
Premium
0
0
693
7
2023-08-05 15:21:39.089116
Good
No
Daily
House
382
1,511
56
Male
4,858
Divorced
4
Master's
Employed
13.378846
Suburban
Basic
1
7
734
7
2022-11-26 15:21:39.265513
Average
No
Monthly
Apartment
155
1,512
62
Male
25,996
Divorced
null
Bachelor's
null
16.717007
Suburban
Comprehensive
null
1
566
3
2021-02-27 15:21:39.123711
Poor
No
Daily
Apartment
3,174
1,513
21
Female
21,493
Divorced
3
PhD
Self-Employed
33.267219
Suburban
Premium
null
1
733
2
2023-01-29 15:21:39.276901
Poor
No
Daily
Condo
162
1,514
51
Male
11,555
Single
0
Master's
Self-Employed
40.27371
Urban
Basic
1
14
null
5
2020-02-19 15:21:39.207847
Good
No
Rarely
Condo
120
1,515
22
Female
70,468
Single
3
High School
null
19.299833
Urban
Basic
null
12
492
5
2022-10-27 15:21:39.119168
Average
Yes
Weekly
Apartment
2,584
1,516
55
Male
33,803
Single
2
PhD
Unemployed
44.329428
Suburban
Comprehensive
2
13
null
2
2019-09-30 15:21:39.172097
Poor
No
Monthly
Condo
709
1,517
29
Male
35,754
Divorced
4
Master's
Self-Employed
null
Rural
Comprehensive
null
7
684
8
2020-12-05 15:21:39.172097
Poor
Yes
Rarely
House
730
1,518
47
Male
5,860
Divorced
2
Bachelor's
Unemployed
null
Rural
Comprehensive
1
18
null
5
2022-10-07 15:21:39.093681
Good
Yes
Daily
House
2,436
1,519
63
Male
117,701
Single
null
High School
Unemployed
19.639603
Rural
Basic
0
15
null
7
2024-06-26 15:21:39.279729
Average
No
Daily
Apartment
241
1,520
51
Male
17,774
Married
3
Bachelor's
Employed
null
Urban
Comprehensive
null
13
628
5
2023-11-21 15:21:39.112553
Poor
Yes
Rarely
Apartment
717
1,521
52
Male
46,218
Single
0
Bachelor's
Employed
40.116912
Urban
Comprehensive
null
17
770
9
2023-06-13 15:21:39.255696
Poor
Yes
Weekly
Apartment
654
1,522
59
Female
90,182
Single
0
Bachelor's
Employed
21.317849
Rural
Premium
null
9
413
9
2020-10-11 15:21:39.186212
Good
Yes
Daily
House
669
1,523
25
Male
15,459
Single
4
Master's
Employed
16.806052
Suburban
Basic
2
9
678
6
2023-11-14 15:21:39.274993
Poor
Yes
Daily
House
631
1,524
35
Male
128,890
Married
0
Bachelor's
Employed
null
Rural
Premium
null
17
361
8
2024-04-23 15:21:39.237118
Poor
Yes
Rarely
Apartment
1,194
1,525
23
Male
24,769
Married
3
Master's
Employed
11.597558
Suburban
Premium
0
12
745
3
2022-11-07 15:21:39.211806
Poor
Yes
Rarely
Apartment
514
1,526
21
Female
39,764
Married
0
Bachelor's
null
30.45467
Rural
Premium
null
3
null
1
2023-07-06 15:21:39.134960
Poor
Yes
Monthly
Condo
553
1,527
23
Female
18,145
Single
1
PhD
Self-Employed
null
Suburban
Comprehensive
3
15
452
7
2019-10-14 15:21:39.134960
Good
No
Weekly
Condo
513
1,528
55
Female
7,578
Single
2
High School
null
33.817264
Urban
Comprehensive
null
19
678
2
2020-10-09 15:21:39.255696
Good
No
Daily
Apartment
769
1,529
55
Male
21,696
Single
0
PhD
null
26.967484
Rural
Comprehensive
1
9
718
6
2021-12-31 15:21:39.228521
Good
Yes
Monthly
Condo
326
1,530
36
Male
2,457
Single
1
Master's
null
null
Urban
Premium
null
4
611
9
2021-12-24 15:21:39.100695
Poor
Yes
Weekly
House
974
1,531
27
Male
50,006
Divorced
2
Master's
Employed
27.085247
Suburban
Comprehensive
1
4
416
4
2023-06-15 15:21:39.185215
Average
No
Daily
House
3,300
1,532
21
Female
3,440
Single
0
PhD
null
14.487895
Rural
Premium
3
19
492
6
2023-04-25 15:21:39.091080
Good
Yes
Daily
Condo
22
1,533
50
Female
6,058
Divorced
0
Bachelor's
Unemployed
16.954237
Rural
Comprehensive
0
8
780
5
2022-05-17 15:21:39.155231
Average
Yes
Rarely
House
1,739
1,534
47
Female
45,647
Single
2
PhD
Employed
24.824137
Suburban
Premium
null
9
null
3
2022-10-21 15:21:39.155231
Poor
Yes
Weekly
Condo
646
1,535
25
Male
25,148
Divorced
3
High School
Unemployed
20.817997
Urban
Comprehensive
1
7
589
2
2020-02-09 15:21:39.090124
Average
No
Monthly
House
2,350
1,536
58
Male
132,237
Married
3
Master's
Employed
14.991865
Suburban
Basic
1
14
468
1
2023-11-09 15:21:39.254678
Good
Yes
Rarely
House
2,393
1,537
45
Female
33,066
Married
2
Master's
Employed
18.8449
Suburban
Basic
null
19
644
6
2021-05-10 15:21:39.237118
Average
Yes
Weekly
Apartment
476
1,538
32
Female
28,920
Married
1
Master's
Employed
25.91216
Urban
Comprehensive
1
11
632
1
2020-07-24 15:21:39.134960
Good
Yes
Daily
Condo
643
1,539
18
Female
26,456
Single
4
Bachelor's
Employed
22.302464
Urban
Comprehensive
1
7
359
1
2024-06-14 15:21:39.282785
Poor
No
Rarely
Apartment
1,069
1,540
42
Male
5,060
Single
4
Master's
Self-Employed
16.136689
Suburban
Comprehensive
1
1
578
2
2021-08-13 15:21:39.288099
Good
Yes
Monthly
Apartment
1,203
1,541
39
Female
18,447
Single
4
PhD
Self-Employed
9.556777
Rural
Comprehensive
1
8
744
7
2020-01-11 15:21:39.263607
Average
Yes
Weekly
Apartment
495
1,542
39
Male
17,132
Divorced
null
PhD
Employed
5.813129
Suburban
Basic
null
16
745
7
2024-08-04 15:21:39.261856
Poor
No
Rarely
Apartment
431
1,543
36
Female
44,348
Single
0
High School
Unemployed
13.959198
Urban
Basic
0
4
646
6
2023-06-08 15:21:39.180553
Average
Yes
Weekly
Apartment
587
1,544
54
Male
26,206
Married
1
PhD
Employed
23.914757
Urban
Comprehensive
1
13
373
8
2024-04-19 15:21:39.128286
Poor
Yes
Weekly
Apartment
886
1,545
24
Female
467
Divorced
0
PhD
null
28.186678
Urban
Basic
null
3
386
2
2020-12-06 15:21:39.249100
Good
Yes
Daily
House
319
1,546
18
Female
29,486
Married
1
PhD
Unemployed
10.813231
Rural
Premium
0
3
309
8
2021-04-05 15:21:39.285112
Good
Yes
Daily
House
657
1,547
26
Male
20,113
Married
2
PhD
null
24.01803
Suburban
Basic
0
19
630
3
2021-03-19 15:21:39.237118
Poor
Yes
Monthly
Apartment
450
1,548
50
Male
17,714
Married
1
Master's
Unemployed
10.93692
Suburban
Comprehensive
null
12
621
4
2023-12-17 15:21:39.172097
Poor
Yes
Daily
Condo
1,746
1,549
44
Male
539
Single
4
PhD
Unemployed
38.869472
Rural
Basic
3
17
449
9
2022-01-21 15:21:39.094752
Good
Yes
Daily
House
2,729
1,550
41
Female
122,672
Married
2
Master's
Unemployed
51.816113
Suburban
Basic
null
11
449
4
2023-05-08 15:21:39.148733
Average
Yes
Weekly
House
868
1,551
24
Male
7,973
Divorced
4
PhD
null
15.352358
Rural
Premium
null
15
771
9
2021-06-25 15:21:39.107553
Average
No
Weekly
House
441
1,552
53
Female
30,897
Divorced
0
Bachelor's
Self-Employed
50.042656
Suburban
Basic
1
0
619
2
2024-03-23 15:21:39.094752
Average
No
Daily
Apartment
1,401
1,553
37
Female
null
Single
2
Bachelor's
null
34.053088
Rural
Comprehensive
null
5
379
2
2023-05-12 15:21:39.224915
Poor
No
Monthly
Apartment
1,109
1,554
25
Male
12,961
Divorced
4
Bachelor's
Self-Employed
25.959851
Urban
Premium
null
4
679
8
2023-04-12 15:21:39.200452
Good
No
Weekly
Condo
770
1,555
38
Male
16,961
Married
null
Master's
null
28.304477
Suburban
Basic
0
6
569
3
2022-12-10 15:21:39.107553
Average
Yes
Monthly
House
1,022
1,556
58
Male
5,849
Married
0
Bachelor's
Employed
9.530769
Rural
Premium
1
2
573
9
2023-01-20 15:21:39.188220
Good
No
Rarely
House
799
1,557
35
Male
127,084
Single
3
Master's
Unemployed
null
Urban
Premium
null
19
613
1
2020-09-20 15:21:39.166062
null
No
Monthly
House
466
1,558
26
Female
1,320
Divorced
0
High School
Employed
null
Rural
Basic
1
8
779
8
2021-05-12 15:21:39.207847
Average
No
Daily
Condo
489
1,559
49
Male
43,660
Married
0
Bachelor's
Unemployed
7.25871
Suburban
Comprehensive
null
15
null
2
2024-03-05 15:21:39.123711
Average
No
Monthly
Condo
1,031
1,560
36
Male
17,123
Married
2
High School
null
35.275429
Suburban
Basic
0
13
null
1
2024-01-12 15:21:39.187211
Poor
No
Daily
House
489
1,561
30
Male
4,854
Divorced
3
Master's
null
40.273974
Suburban
Comprehensive
1
13
791
9
2023-03-18 15:21:39.155231
null
No
Rarely
Condo
1,607
1,562
18
Male
4,715
Single
1
Master's
null
16.643886
Suburban
Comprehensive
null
12
471
3
2019-12-07 15:21:39.148733
Good
Yes
Monthly
Condo
645
1,563
26
Female
17,422
Single
0
High School
Employed
4.888919
Suburban
Comprehensive
0
8
574
9
2023-06-14 15:21:39.247098
Poor
Yes
Daily
House
45
1,564
40
Male
101,340
Single
2
PhD
Unemployed
34.16216
Suburban
Comprehensive
1
6
380
7
2022-09-19 15:21:39.134960
Good
Yes
Daily
Apartment
1,320
1,565
47
Female
81,760
Married
4
High School
Employed
14.01095
Rural
Comprehensive
1
8
438
5
2022-09-24 15:21:39.086123
Good
No
Daily
Apartment
1,118
1,566
25
Female
15,104
Divorced
0
PhD
Self-Employed
17.129465
Suburban
Premium
2
9
709
5
2023-05-15 15:21:39.155231
Good
Yes
Daily
Condo
542
1,567
32
Female
2,379
Divorced
2
Bachelor's
Unemployed
49.890018
Suburban
Basic
1
5
403
9
2024-01-30 15:21:39.144722
Poor
Yes
Rarely
Apartment
835
1,568
59
Male
1,457
Divorced
3
Master's
Self-Employed
23.560916
Urban
Comprehensive
2
4
549
5
2023-10-17 15:21:39.098696
Poor
Yes
Weekly
Apartment
618
1,569
36
Male
103,910
Divorced
4
PhD
Self-Employed
27.543293
Urban
Basic
null
4
788
7
2023-06-11 15:21:39.265513
Poor
No
Weekly
Condo
347
1,570
48
Male
3,033
null
4
Master's
null
48.924797
Rural
Basic
null
19
781
3
2023-10-03 15:21:39.237118
Poor
Yes
Daily
House
515
1,571
60
Female
129,353
Single
0
High School
null
42.023978
Rural
Basic
0
0
300
6
2022-03-18 15:21:39.172097
Average
No
Rarely
Apartment
116
1,572
null
Male
4,178
Married
4
Bachelor's
null
17.739682
Suburban
Comprehensive
null
11
514
5
2023-11-17 15:21:39.166062
Good
No
Weekly
House
303
1,573
34
Male
3,107
Divorced
2
PhD
Self-Employed
51.630436
Suburban
Comprehensive
2
16
796
5
2022-04-30 15:21:39.168099
Average
Yes
Daily
House
818
1,574
35
Female
26,296
Divorced
1
Master's
Self-Employed
12.80985
Rural
Basic
null
6
824
1
2021-09-09 15:21:39.261856
Average
Yes
Monthly
House
703
1,575
59
Female
null
Single
1
PhD
null
15.927302
Urban
Premium
1
11
318
5
2020-09-24 15:21:39.255696
Poor
Yes
Monthly
House
861
1,576
47
Female
6,908
Single
2
High School
null
26.828452
Rural
Basic
null
13
551
8
2024-01-05 15:21:39.096739
Poor
Yes
Daily
Condo
984
1,577
47
Male
1,007
Divorced
1
Bachelor's
null
null
Rural
Basic
1
1
651
5
2020-02-10 15:21:39.252145
Poor
Yes
Daily
Apartment
3,160
1,578
49
Male
75,897
Married
null
PhD
null
12.134547
Rural
Comprehensive
0
12
392
3
2022-09-11 15:21:39.192212
Poor
Yes
Weekly
Condo
521
1,579
38
Male
69,914
Single
0
Master's
Unemployed
31.675414
Suburban
Basic
0
0
432
2
2021-11-08 15:21:39.285112
Poor
No
Daily
Condo
311
1,580
45
Female
7,854
Single
null
High School
Self-Employed
19.012619
Suburban
Basic
1
17
543
6
2021-10-14 15:21:39.134960
Good
Yes
Daily
Condo
359
1,581
23
Female
14,082
Divorced
2
Master's
Employed
25.03941
Rural
Premium
2
10
null
2
2024-03-05 15:21:39.095696
Good
Yes
Monthly
House
882
1,582
43
Male
16,872
Divorced
3
PhD
null
21.271623
Rural
Comprehensive
null
7
647
7
2021-02-19 15:21:39.221386
Poor
No
Monthly
Apartment
162
1,583
32
Male
18,061
Single
0
Master's
Self-Employed
22.947679
Rural
Basic
0
8
836
8
2019-10-02 15:21:39.079128
Average
Yes
Weekly
House
2,121
1,584
47
Male
18,078
Single
2
Bachelor's
Self-Employed
16.584991
Urban
Basic
1
6
770
5
2022-05-14 15:21:39.229482
Poor
No
Monthly
House
226
1,585
44
Female
11,076
Married
2
Bachelor's
null
43.081529
Urban
Comprehensive
3
13
793
8
2022-04-13 15:21:39.218388
Good
No
Rarely
Apartment
1,034
1,586
22
Male
36,246
Single
4
Master's
null
17.390024
Rural
Premium
null
4
null
6
2023-01-15 15:21:39.102694
Good
Yes
Rarely
House
563
1,587
23
Male
null
Single
4
Bachelor's
Employed
51.491714
Urban
Premium
0
10
650
3
2022-06-04 15:21:39.261856
null
Yes
Daily
Apartment
1,327
1,588
49
Male
33,210
Single
4
Bachelor's
Unemployed
26.932168
Suburban
Basic
null
14
null
8
2021-07-05 15:21:39.143708
Average
No
Monthly
Apartment
462
1,589
37
Female
8,318
Single
0
Master's
Unemployed
31.494441
Rural
Premium
0
19
696
4
2024-03-30 15:21:39.251142
Average
Yes
Rarely
House
3,453
1,590
55
Male
25,863
Married
4
High School
Employed
16.145037
Rural
Basic
1
0
634
4
2021-01-25 15:21:39.281787
Good
Yes
Daily
Apartment
605
1,591
56
Female
4,575
Divorced
1
Bachelor's
Self-Employed
33.644889
Suburban
Basic
null
16
821
1
2022-08-02 15:21:39.213373
Poor
Yes
Rarely
Condo
45
1,592
50
Male
949
Married
1
Bachelor's
Unemployed
46.621195
Rural
Comprehensive
null
10
829
1
2020-10-14 15:21:39.155231
null
No
Daily
Apartment
3,631
1,593
31
Female
6,403
Married
0
Master's
Self-Employed
20.18221
Suburban
Comprehensive
1
0
null
1
2020-11-13 15:21:39.092127
Poor
Yes
Weekly
House
939
1,594
57
Male
86,866
Divorced
1
High School
Self-Employed
null
Suburban
Premium
2
17
694
5
2020-04-12 15:21:39.148733
Average
Yes
Daily
Apartment
2,538
1,595
28
Female
899
Divorced
3
High School
null
null
Suburban
Premium
1
17
609
2
2022-05-17 15:21:39.237118
Good
Yes
Monthly
House
549
1,596
35
Male
29,078
Single
0
Bachelor's
null
35.390697
Suburban
Comprehensive
null
15
624
9
2023-03-17 15:21:39.154008
Poor
No
Rarely
Condo
692
1,597
57
Male
6,077
Divorced
3
Master's
Employed
33.433845
Suburban
Comprehensive
1
14
744
1
2022-03-19 15:21:39.134960
Average
Yes
Rarely
Apartment
293
1,598
null
Female
24,280
Divorced
1
Master's
null
null
Urban
Basic
null
17
588
8
2020-04-03 15:21:39.134960
Poor
Yes
Weekly
House
1,557
1,599
18
Female
16,051
Divorced
3
PhD
Self-Employed
25.084093
Rural
Premium
null
0
446
5
2023-02-17 15:21:39.213373
Poor
No
Monthly
Apartment
1,087