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
52,500
38
Female
14,678
Married
0
High School
Unemployed
21.722979
Suburban
Premium
1
10
391
3
2022-03-18 15:21:39.259788
Good
No
Rarely
Apartment
29
52,501
53
Female
14,051
Divorced
4
PhD
Unemployed
41.286665
Urban
Comprehensive
2
16
648
8
2023-06-22 15:21:39.150730
Poor
No
Monthly
Apartment
1,363
52,502
56
Male
8,577
Divorced
1
High School
Employed
44.885003
Suburban
Basic
null
15
434
9
2021-10-23 15:21:39.117183
Good
No
Rarely
House
1,588
52,503
19
Female
3,622
Divorced
3
High School
null
17.834229
Suburban
Basic
1
17
504
8
2019-10-11 15:21:39.152732
Good
Yes
Rarely
Condo
1,077
52,504
23
Male
null
Single
null
Bachelor's
null
41.939343
Suburban
Basic
null
19
709
7
2022-04-20 15:21:39.165120
Poor
Yes
Weekly
Condo
125
52,505
23
Male
116,588
Single
0
Bachelor's
Unemployed
27.514512
Suburban
Basic
null
19
695
1
2019-11-23 15:21:39.289099
Good
No
Weekly
Condo
365
52,506
42
Male
11,996
Married
0
Master's
Employed
39.654494
Suburban
Premium
null
10
613
5
2022-03-18 15:21:39.155231
Average
Yes
Daily
Apartment
735
52,507
64
Male
60,729
Married
0
Master's
Employed
27.858555
Urban
Comprehensive
0
17
522
6
2024-07-02 15:21:39.125660
Good
No
Daily
Condo
66
52,508
26
Female
45,504
Divorced
4
PhD
Self-Employed
45.746176
Urban
Premium
1
8
758
9
2023-09-28 15:21:39.268507
Average
No
Daily
House
457
52,509
25
Female
60,587
Married
1
Bachelor's
Self-Employed
33.676041
Suburban
Basic
0
7
464
8
2023-04-30 15:21:39.204790
Poor
No
Daily
Condo
2,989
52,510
52
Male
9,894
null
2
Master's
Unemployed
20.717334
Urban
Basic
2
16
357
1
2021-02-24 15:21:39.218388
Poor
No
Daily
House
924
52,511
39
Female
30,272
Married
1
PhD
Employed
36.307574
Rural
Basic
null
17
482
6
2023-08-06 15:21:39.132191
Good
Yes
Daily
House
575
52,512
57
Male
86,591
Divorced
3
PhD
Self-Employed
17.144831
Rural
Comprehensive
3
16
684
5
2023-05-01 15:21:39.237118
Poor
No
Weekly
Apartment
4,921
52,513
63
Female
3,736
Married
0
Master's
Unemployed
27.395958
Rural
Premium
1
8
562
2
2021-04-03 15:21:39.274993
Poor
Yes
Weekly
Condo
276
52,514
22
Male
26,113
Divorced
4
High School
null
26.018089
Urban
Premium
2
10
767
6
2022-01-26 15:21:39.226954
Average
No
Weekly
Condo
1,844
52,515
54
Female
80,907
Single
4
PhD
null
51.591997
Suburban
Premium
1
15
781
9
2023-07-05 15:21:39.184157
Poor
No
Weekly
House
922
52,516
44
Male
29,310
Single
2
Master's
null
18.073415
Urban
Comprehensive
0
18
311
1
2024-04-23 15:21:39.111551
Poor
Yes
Weekly
Apartment
762
52,517
null
Female
119,624
Single
4
PhD
Unemployed
5.038486
Urban
Basic
4
0
522
3
2022-10-26 15:21:39.237118
null
No
Daily
Condo
659
52,518
24
Female
18,106
Married
2
Master's
null
10.878495
Rural
Comprehensive
null
15
663
7
2022-03-29 15:21:39.155231
Poor
No
Weekly
Apartment
1,284
52,519
50
Female
24,603
Divorced
2
PhD
Self-Employed
23.860319
Rural
Premium
1
9
472
5
2020-03-20 15:21:39.091080
Good
No
Daily
House
1,285
52,520
19
Female
5,838
Single
0
Master's
Employed
15.53917
Urban
Premium
1
1
464
4
2023-03-11 15:21:39.173834
Average
No
Daily
Condo
1,251
52,521
59
Male
51,161
Single
4
PhD
Self-Employed
21.57659
Rural
Premium
2
7
410
5
2021-01-20 15:21:39.244069
Good
No
Weekly
Condo
782
52,522
39
Female
888
Divorced
3
Master's
Unemployed
null
Rural
Comprehensive
1
8
476
7
2023-10-09 15:21:39.256696
null
Yes
Monthly
Apartment
1,329
52,523
52
Female
6,875
Single
2
Bachelor's
Unemployed
23.394524
Rural
Premium
null
11
543
8
2023-12-11 15:21:39.180553
Average
Yes
Monthly
House
1,276
52,524
20
Male
3,420
Divorced
1
Master's
Self-Employed
32.853648
Suburban
Comprehensive
0
14
424
7
2020-09-16 15:21:39.252145
Average
Yes
Weekly
House
983
52,525
31
Male
2,479
Single
1
Bachelor's
Self-Employed
39.447597
Rural
Comprehensive
2
19
713
4
2021-05-27 15:21:39.155231
Average
No
Daily
Apartment
26
52,526
null
Male
45,964
Divorced
1
Bachelor's
Unemployed
16.510599
Urban
Premium
null
0
792
9
2020-01-16 15:21:39.190215
Poor
Yes
Daily
Apartment
2,228
52,527
59
Female
38,156
Divorced
1
Master's
Employed
38.896843
Rural
Comprehensive
0
16
813
2
2020-07-25 15:21:39.155231
Average
Yes
Daily
House
1,615
52,528
48
Male
40,901
Married
3
Master's
Employed
20.7531
Suburban
Comprehensive
0
19
647
4
2021-03-28 15:21:39.205850
Average
No
Rarely
Condo
3,290
52,529
19
Female
469
Married
4
High School
Employed
23.955012
Suburban
Comprehensive
1
4
757
7
2019-10-19 15:21:39.155231
Poor
Yes
Rarely
House
461
52,530
28
Female
31,093
Married
1
High School
Unemployed
13.924281
Rural
Basic
0
7
812
1
2020-11-09 15:21:39.106582
Average
Yes
Weekly
Apartment
642
52,531
41
Female
78,901
Single
3
High School
Employed
21.50229
Suburban
Premium
2
14
497
3
2023-11-05 15:21:39.265513
Average
Yes
Daily
Condo
39
52,532
43
Male
44,659
Single
4
Master's
Self-Employed
32.847353
Suburban
Premium
null
0
705
5
2024-02-02 15:21:39.086123
Poor
Yes
Rarely
House
939
52,533
43
Female
1,406
Married
0
PhD
Employed
16.162652
Urban
Basic
1
13
704
8
2020-01-06 15:21:39.281787
Good
Yes
Rarely
Apartment
23
52,534
50
Female
44,746
Married
null
Bachelor's
Unemployed
30.996345
Suburban
Comprehensive
null
17
816
8
2019-09-10 15:21:39.237118
Average
No
Monthly
Condo
1,177
52,535
54
Female
24,983
Divorced
3
Bachelor's
Self-Employed
19.923905
Suburban
Comprehensive
null
16
834
9
2020-05-23 15:21:39.194829
Poor
No
Monthly
House
1,453
52,536
38
Female
54,024
Married
4
Master's
Self-Employed
49.824412
Suburban
Premium
0
7
441
7
2023-04-03 15:21:39.118178
null
Yes
Monthly
Condo
806
52,537
36
Male
9,188
Married
4
Bachelor's
Unemployed
13.488896
Suburban
Comprehensive
0
13
376
2
2021-03-25 15:21:39.134960
Poor
No
Rarely
House
639
52,538
27
Female
53,765
Divorced
4
PhD
Employed
18.012323
Suburban
Comprehensive
3
12
837
7
2020-09-07 15:21:39.112553
Poor
No
Monthly
Condo
130
52,539
42
Female
4,861
Married
1
Bachelor's
Employed
11.760829
Rural
Basic
null
6
null
6
2021-09-05 15:21:39.107553
Poor
No
Weekly
Condo
4,097
52,540
31
Male
37,156
Single
1
High School
Employed
11.947106
Urban
Comprehensive
null
10
667
2
2019-10-11 15:21:39.155231
Poor
Yes
Weekly
Condo
618
52,541
62
Male
868
Single
null
High School
Self-Employed
26.923603
Rural
Comprehensive
1
15
784
8
2019-09-09 15:21:39.171102
Good
Yes
Weekly
House
548
52,542
60
Male
52,499
Single
4
PhD
null
null
Urban
Comprehensive
null
7
478
4
2019-11-03 15:21:39.093681
Average
Yes
Weekly
Condo
609
52,543
19
Female
34,181
Married
3
Master's
Employed
45.593703
Urban
Premium
null
7
782
2
2022-11-03 15:21:39.115178
Average
No
Rarely
Apartment
2,437
52,544
61
Male
68,701
Single
1
PhD
Unemployed
34.890366
Urban
Premium
2
11
782
1
2022-12-09 15:21:39.268507
Poor
Yes
Daily
Condo
2,549
52,545
28
Female
92,636
Married
1
Master's
Self-Employed
43.847678
Suburban
Premium
1
11
334
3
2021-05-13 15:21:39.148733
Average
Yes
Monthly
Apartment
1,251
52,546
49
Male
43,485
Divorced
0
Bachelor's
Employed
null
Rural
Comprehensive
null
9
616
8
2021-07-08 15:21:39.187211
Average
Yes
Weekly
Condo
628
52,547
48
Male
1,139
Single
4
Bachelor's
Employed
12.24304
Urban
Premium
2
11
657
4
2022-04-24 15:21:39.261856
Good
Yes
Weekly
Apartment
728
52,548
34
Male
61,531
Single
4
High School
null
15.547177
Urban
Comprehensive
2
7
null
1
2024-04-29 15:21:39.256696
Good
No
Monthly
Apartment
2,147
52,549
52
Male
13,706
Single
3
High School
null
16.050126
Suburban
Premium
null
11
750
6
2024-07-06 15:21:39.282785
Average
Yes
Daily
Apartment
1,324
52,550
23
Male
6,916
Single
1
Master's
Employed
15.240147
Suburban
Premium
null
18
692
9
2023-03-10 15:21:39.134960
null
No
Monthly
Condo
1,358
52,551
56
Female
25,931
Single
0
Master's
Unemployed
33.094222
Suburban
Premium
null
10
746
1
2023-12-25 15:21:39.244069
Good
No
Monthly
Apartment
817
52,552
50
Male
2,864
Single
3
PhD
Unemployed
18.937675
Suburban
Comprehensive
1
1
424
4
2020-01-23 15:21:39.096739
Good
Yes
Monthly
Condo
408
52,553
38
Female
17,096
Single
1
High School
Employed
50.774798
Urban
Premium
null
5
427
4
2023-10-05 15:21:39.274993
Good
Yes
Rarely
Apartment
1,249
52,554
33
Male
16,717
Divorced
1
High School
null
21.84611
Suburban
Basic
0
9
620
1
2021-01-14 15:21:39.205850
Average
No
Daily
House
588
52,555
61
Female
94,566
Divorced
3
Bachelor's
Employed
51.967174
Urban
Basic
2
18
603
4
2022-02-24 15:21:39.155231
null
Yes
Monthly
House
705
52,556
57
Male
22,027
Married
4
PhD
Self-Employed
6.096094
Urban
Comprehensive
2
18
438
7
2024-03-22 15:21:39.237118
Good
No
Rarely
Condo
2,128
52,557
55
Male
23,264
Single
0
High School
null
44.788967
Urban
Comprehensive
1
15
761
3
2023-09-22 15:21:39.152732
Average
No
Rarely
Condo
938
52,558
48
Female
9,071
Married
2
High School
null
15.879204
Urban
Basic
0
19
565
3
2023-01-14 15:21:39.134960
Poor
No
Rarely
House
618
52,559
34
Male
96,494
Married
3
High School
null
28.247954
Rural
Basic
3
8
508
3
2021-07-02 15:21:39.123711
Good
No
Weekly
Condo
1,055
52,560
49
Male
122,856
Divorced
1
Master's
Employed
9.168002
Rural
Premium
1
1
583
9
2022-12-08 15:21:39.280784
Average
No
Weekly
Apartment
110
52,561
34
Male
1,337
Divorced
4
Master's
null
43.890019
Suburban
Basic
0
19
595
9
2022-11-25 15:21:39.236064
Good
No
Rarely
Condo
38
52,562
30
Male
7,092
Divorced
3
PhD
null
21.95851
Rural
Premium
null
7
653
1
2022-07-07 15:21:39.207847
Average
No
Weekly
House
788
52,563
46
Female
72,484
Married
null
PhD
Employed
28.180984
Rural
Basic
null
3
null
6
2020-09-21 15:21:39.237118
Poor
No
Rarely
Condo
91
52,564
36
Male
28,680
Married
0
High School
Self-Employed
9.641726
Rural
Premium
3
15
462
6
2019-12-05 15:21:39.126661
Average
Yes
Rarely
Condo
514
52,565
63
Female
25,579
Married
4
High School
null
24.51584
Urban
Comprehensive
1
14
702
9
2020-03-20 15:21:39.165120
Poor
Yes
Monthly
Condo
1,188
52,566
61
Male
3,649
Married
1
High School
Self-Employed
6.244511
Rural
Premium
null
17
394
9
2022-02-27 15:21:39.128286
null
No
Daily
Condo
1,170
52,567
62
Female
95,610
Divorced
3
Bachelor's
null
19.81881
Urban
Premium
null
19
457
5
2022-11-01 15:21:39.207847
Good
Yes
Rarely
Condo
253
52,568
34
Male
38,212
Married
3
PhD
Unemployed
9.624329
Rural
Comprehensive
null
7
626
4
2022-07-11 15:21:39.105504
Poor
No
Daily
House
1,690
52,569
null
Male
4,877
Married
4
PhD
Employed
51.187614
Urban
Comprehensive
0
7
588
9
2024-05-28 15:21:39.134960
Good
Yes
Weekly
Condo
1,604
52,570
18
Female
null
Married
3
Bachelor's
Unemployed
32.919875
Rural
Comprehensive
0
11
318
5
2023-01-05 15:21:39.253660
Poor
Yes
Weekly
Apartment
663
52,571
25
Male
18,116
Married
2
Master's
null
22.296976
Rural
Comprehensive
2
4
727
8
2022-05-21 15:21:39.092127
Poor
No
Weekly
Apartment
1,340
52,572
40
Female
15,776
Divorced
0
High School
Self-Employed
32.038166
Urban
Premium
null
17
614
2
2024-07-18 15:21:39.155231
null
No
Monthly
Condo
807
52,573
26
Female
33,831
Married
2
Master's
Self-Employed
28.293123
Rural
Premium
null
11
718
5
2020-08-20 15:21:39.228521
Average
No
Daily
House
1,836
52,574
55
Female
27,299
Divorced
1
Master's
null
42.697525
Suburban
Basic
null
11
493
3
2021-02-25 15:21:39.266452
Poor
Yes
Daily
House
1,634
52,575
62
Female
13,399
Single
3
High School
Self-Employed
31.136727
Suburban
Comprehensive
1
4
575
7
2022-12-07 15:21:39.226954
Good
Yes
Weekly
House
1,303
52,576
61
Male
4,541
Married
0
PhD
Unemployed
36.816777
Suburban
Basic
1
13
373
1
2023-03-07 15:21:39.258696
Poor
Yes
Rarely
House
1,062
52,577
18
Male
6,860
Married
0
High School
Unemployed
14.948378
Rural
Comprehensive
0
8
829
4
2024-05-27 15:21:39.285112
Average
No
Rarely
Condo
916
52,578
43
Male
35,696
Divorced
2
High School
null
9.541599
Suburban
Comprehensive
0
0
547
2
2023-01-18 15:21:39.081504
Good
Yes
Weekly
Apartment
728
52,579
34
Female
18,096
Divorced
0
High School
null
35.077492
Rural
Premium
2
4
709
7
2022-03-07 15:21:39.155231
Poor
No
Daily
Apartment
586
52,580
60
Female
3,575
Married
null
PhD
Unemployed
31.003036
Suburban
Premium
0
13
484
9
2022-09-26 15:21:39.155231
Poor
Yes
Rarely
Apartment
39
52,581
28
Male
26,991
Divorced
1
Bachelor's
Unemployed
19.143035
Rural
Premium
null
5
477
2
2021-08-11 15:21:39.191219
Good
No
Daily
House
1,595
52,582
37
Male
20,303
Married
4
PhD
Self-Employed
25.058487
Urban
Premium
3
18
null
4
2020-10-26 15:21:39.250151
Poor
No
Daily
Condo
1,209
52,583
27
Male
118,967
Single
4
Bachelor's
null
null
Rural
Basic
0
19
495
3
2020-02-18 15:21:39.132191
Poor
Yes
Weekly
Condo
2,840
52,584
33
Female
16,339
Married
0
High School
Unemployed
32.898923
Suburban
Comprehensive
0
12
534
2
2023-01-11 15:21:39.092127
Average
Yes
Rarely
Condo
30
52,585
55
Male
8,824
Single
null
Master's
Employed
null
Urban
Basic
1
13
607
7
2022-01-31 15:21:39.209847
Good
No
Monthly
House
462
52,586
32
Female
43,440
Single
4
High School
null
36.317561
Rural
Premium
null
13
833
1
2021-02-05 15:21:39.179186
Good
Yes
Rarely
Apartment
1,136
52,587
53
Male
46,654
Divorced
2
Bachelor's
null
36.007534
Suburban
Comprehensive
2
9
788
5
2020-04-23 15:21:39.146733
Good
Yes
Weekly
Apartment
2,411
52,588
58
Male
33,658
Divorced
3
PhD
null
22.881375
Suburban
Basic
0
15
676
5
2019-08-21 15:21:39.087123
Average
Yes
Weekly
Condo
760
52,589
28
Male
71,521
Divorced
2
Master's
Employed
23.330523
Urban
Comprehensive
0
6
775
7
2022-12-15 15:21:39.134960
Average
Yes
Rarely
House
50
52,590
23
Male
16,113
Divorced
4
Master's
Employed
25.797747
Rural
Basic
null
4
518
7
2020-09-12 15:21:39.149731
Good
Yes
Daily
Condo
2,210
52,591
46
Female
43,269
Married
3
Bachelor's
Unemployed
27.891411
Rural
Premium
null
3
679
8
2023-08-23 15:21:39.155231
Poor
No
Weekly
Apartment
739
52,592
36
Male
52,452
Single
2
High School
Unemployed
52.171501
Urban
Comprehensive
1
19
678
7
2022-07-06 15:21:39.134960
Good
No
Rarely
Apartment
813
52,593
47
Male
4,510
Married
4
Bachelor's
null
19.476529
Rural
Basic
1
9
466
2
2021-01-25 15:21:39.288099
Average
No
Monthly
House
1,438
52,594
36
Female
62,610
Divorced
null
Master's
Self-Employed
24.474918
Rural
Comprehensive
null
8
516
2
2019-10-31 15:21:39.134960
Average
Yes
Rarely
Condo
365
52,595
22
Male
15,881
Divorced
1
Master's
Employed
44.220109
Urban
Basic
2
12
554
5
2023-08-19 15:21:39.271453
Average
Yes
Weekly
Condo
1,186
52,596
34
Female
79,972
Married
1
High School
Employed
20.066332
Urban
Premium
1
16
842
6
2021-02-08 15:21:39.226954
Poor
Yes
Weekly
House
115
52,597
46
Female
null
Single
2
High School
Self-Employed
null
Rural
Basic
null
5
590
5
2024-07-14 15:21:39.125660
Good
Yes
Rarely
Condo
2,866
52,598
60
Male
5,700
Married
2
Bachelor's
null
42.945732
Suburban
Comprehensive
null
12
442
7
2020-03-17 15:21:39.134960
Good
Yes
Monthly
Apartment
952
52,599
59
Female
95,890
Single
1
Master's
Employed
21.687902
Rural
Premium
1
7
830
2
2023-07-31 15:21:39.226954
Average
Yes
Monthly
Apartment
232