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
47,500
18
Male
8,881
Divorced
3
High School
null
37.067889
Suburban
Basic
0
5
775
1
2021-09-12 15:21:39.174719
Average
Yes
Daily
House
2,948
47,501
20
Female
null
Divorced
3
PhD
Employed
16.433629
Suburban
Premium
1
3
378
8
2022-01-11 15:21:39.283783
Good
Yes
Rarely
House
1,277
47,502
62
Female
46,216
Single
2
Bachelor's
Self-Employed
27.287467
Suburban
Comprehensive
0
3
772
9
2020-06-10 15:21:39.155231
Poor
No
Weekly
House
2,886
47,503
56
Male
5,522
Married
2
Master's
Unemployed
19.497815
Urban
Comprehensive
1
11
424
5
2023-05-03 15:21:39.147735
Poor
Yes
Weekly
Apartment
687
47,504
42
Female
5,530
Single
3
Master's
null
48.595323
Urban
Premium
null
4
719
5
2021-02-04 15:21:39.202448
Average
No
Rarely
Condo
917
47,505
23
Male
5,839
Married
3
Bachelor's
Employed
48.393039
Urban
Basic
1
18
444
6
2022-03-15 15:21:39.134960
Average
No
Weekly
House
3,243
47,506
55
Male
61,281
Married
1
Bachelor's
Employed
21.754285
Rural
Premium
0
19
494
9
2023-07-23 15:21:39.237118
Good
No
Monthly
Apartment
3,036
47,507
20
Female
19,380
Married
4
High School
Unemployed
30.070438
Urban
Premium
1
13
590
8
2024-01-03 15:21:39.155231
Poor
No
Monthly
House
1,165
47,508
50
Male
45,476
Single
4
PhD
Employed
37.913162
Urban
Comprehensive
null
14
648
5
2023-03-30 15:21:39.155231
Good
Yes
Rarely
Condo
1,073
47,509
30
Female
48,134
Single
2
PhD
Unemployed
30.083797
Rural
Comprehensive
2
14
330
1
2024-05-03 15:21:39.134960
Poor
No
Weekly
Condo
1,381
47,510
28
Male
8,096
Single
4
Master's
Unemployed
18.94581
Urban
Basic
null
19
null
6
2024-02-28 15:21:39.256696
Poor
Yes
Monthly
Condo
100
47,511
49
Female
22,544
Single
3
Master's
Self-Employed
23.81679
Suburban
Premium
0
3
727
3
2022-10-31 15:21:39.187211
Average
Yes
Weekly
Condo
499
47,512
58
Female
10,127
Single
2
Master's
Unemployed
30.835951
Suburban
Basic
0
15
466
9
2021-10-20 15:21:39.237118
Average
No
Daily
House
1,765
47,513
37
Female
70,621
Divorced
1
Master's
null
32.908628
Suburban
Premium
2
12
716
6
2021-04-18 15:21:39.105504
Poor
Yes
Rarely
Apartment
38
47,514
40
Male
5,930
Single
3
High School
Unemployed
14.796771
Rural
Basic
1
6
688
9
2024-01-01 15:21:39.176717
Good
Yes
Weekly
Apartment
1,763
47,515
24
Female
33,103
Single
4
PhD
Unemployed
23.967952
Rural
Comprehensive
null
13
538
2
2022-01-27 15:21:39.174719
Good
No
Rarely
Condo
969
47,516
25
Male
81,291
Single
2
PhD
Employed
26.333901
Urban
Premium
null
13
668
6
2020-04-29 15:21:39.134960
Good
No
Daily
Condo
112
47,517
60
Male
3,416
Divorced
null
Master's
null
20.144519
Rural
Premium
1
1
697
8
2022-03-27 15:21:39.179186
Poor
Yes
Monthly
Apartment
44
47,518
33
Male
49,422
Married
2
Bachelor's
null
16.717618
Suburban
Premium
2
14
373
6
2022-03-05 15:21:39.095696
Poor
No
Daily
Apartment
3,044
47,519
29
Female
23,595
Single
0
Bachelor's
Unemployed
40.096058
Suburban
Premium
0
15
481
6
2019-09-24 15:21:39.121169
Good
No
Monthly
Apartment
773
47,520
58
Female
16,885
Single
3
Master's
Unemployed
18.837669
Rural
Basic
null
8
469
6
2022-03-11 15:21:39.218388
Good
Yes
Weekly
Apartment
566
47,521
60
Male
12,577
Married
0
PhD
null
18.912622
Suburban
Premium
0
9
656
7
2024-04-25 15:21:39.216387
null
No
Monthly
House
84
47,522
57
Male
11,897
Single
0
Bachelor's
Employed
9.73942
Urban
Basic
null
3
787
3
2020-09-21 15:21:39.155231
Good
Yes
Daily
Apartment
1,345
47,523
34
Female
128,858
Married
2
High School
Employed
52.448949
Rural
Comprehensive
1
10
744
4
2022-07-01 15:21:39.253660
Good
Yes
Rarely
Apartment
226
47,524
55
Female
40,682
Divorced
1
High School
Employed
23.679475
Rural
Basic
2
17
647
8
2023-12-06 15:21:39.194829
Good
No
Monthly
Condo
912
47,525
39
Male
25,894
Single
4
PhD
Self-Employed
null
Urban
Comprehensive
0
12
738
9
2022-06-16 15:21:39.248098
Average
No
Monthly
House
1,245
47,526
35
Male
23,173
Single
4
Bachelor's
Employed
23.147554
Suburban
Premium
0
19
584
8
2022-02-24 15:21:39.187211
Average
No
Rarely
Condo
747
47,527
62
Male
15,767
null
4
Master's
Unemployed
10.885549
Rural
Basic
1
9
613
1
2022-10-02 15:21:39.228521
Average
Yes
Monthly
Condo
4,815
47,528
55
Male
null
Married
3
PhD
Self-Employed
null
Suburban
Premium
0
7
547
7
2021-03-07 15:21:39.134960
Poor
Yes
Monthly
Apartment
119
47,529
60
Female
92,098
Single
1
Bachelor's
Employed
37.067673
Urban
Basic
1
15
683
6
2023-10-29 15:21:39.177724
Average
No
Weekly
Apartment
149
47,530
48
Male
81,038
Divorced
0
Bachelor's
Self-Employed
9.979144
Rural
Comprehensive
2
2
642
8
2022-11-15 15:21:39.131192
Average
No
Weekly
House
320
47,531
40
Female
1,694
null
4
PhD
Employed
15.381555
Suburban
Premium
null
5
489
4
2023-03-28 15:21:39.155231
Good
No
Monthly
House
872
47,532
41
Male
3,997
Married
1
High School
Unemployed
26.090879
Urban
Basic
3
14
453
7
2021-02-23 15:21:39.155231
Average
Yes
Weekly
House
983
47,533
33
Female
1,590
Married
3
Bachelor's
Self-Employed
33.959581
Urban
Basic
null
15
416
4
2024-03-20 15:21:39.287115
Average
Yes
Daily
House
171
47,534
43
Male
85,898
Married
1
High School
null
32.181864
Urban
Basic
2
19
636
6
2019-12-07 15:21:39.155231
Good
No
Weekly
Condo
105
47,535
58
Male
67,514
Single
0
High School
Unemployed
42.667079
Suburban
Premium
2
14
633
1
2024-02-22 15:21:39.237118
Average
No
Rarely
Condo
2,725
47,536
46
Male
24,114
Divorced
3
Master's
Unemployed
48.081856
Suburban
Basic
0
4
763
4
2023-05-22 15:21:39.256696
Average
No
Monthly
Condo
876
47,537
57
Male
1,557
Married
1
PhD
Employed
29.492396
Rural
Premium
2
10
null
3
2021-10-19 15:21:39.237118
Average
Yes
Weekly
Condo
1,176
47,538
29
Male
19,293
Married
null
Master's
Self-Employed
22.933501
Rural
Basic
2
18
482
7
2019-11-18 15:21:39.193945
Average
Yes
Rarely
House
437
47,539
36
Male
4,075
Single
2
Master's
Self-Employed
10.519895
Rural
Premium
1
8
355
1
2023-11-03 15:21:39.117183
Good
No
Rarely
House
495
47,540
62
Female
39,054
Single
2
Bachelor's
Employed
24.987641
Rural
Basic
0
13
796
7
2022-12-31 15:21:39.250151
Poor
Yes
Weekly
Apartment
759
47,541
35
Female
9,093
Married
1
PhD
null
30.912174
Rural
Premium
0
6
null
9
2022-05-03 15:21:39.084065
Poor
No
Rarely
Condo
2,445
47,542
31
Female
25,228
Divorced
2
High School
Unemployed
14.098819
Urban
Basic
2
16
579
4
2019-12-31 15:21:39.122134
Poor
Yes
Daily
Condo
853
47,543
40
Male
12,094
Married
3
High School
null
34.91867
Urban
Premium
0
16
799
5
2023-10-29 15:21:39.134960
Good
Yes
Daily
Condo
803
47,544
50
Female
615
Single
4
PhD
Employed
52.143389
Urban
Premium
1
7
513
8
2021-08-13 15:21:39.166062
Average
No
Weekly
Apartment
1,056
47,545
31
Male
30,224
Single
4
Master's
Unemployed
22.079365
Rural
Comprehensive
3
16
701
5
2022-05-07 15:21:39.264504
Good
No
Weekly
Condo
1,761
47,546
29
Female
71,424
Divorced
4
PhD
Self-Employed
23.07723
Suburban
Premium
3
8
658
7
2020-07-30 15:21:39.155231
Poor
Yes
Daily
House
394
47,547
53
Male
null
Single
3
Master's
null
47.161234
Rural
Basic
3
6
415
9
2022-08-21 15:21:39.237118
Good
Yes
Daily
Apartment
1,223
47,548
55
Female
7,548
Divorced
4
High School
null
5.240917
Rural
Basic
1
4
null
1
2019-09-23 15:21:39.221386
Poor
Yes
Weekly
Apartment
467
47,549
46
Female
61,342
Single
3
Bachelor's
Employed
13.52739
Rural
Premium
1
6
606
4
2021-09-06 15:21:39.134960
Average
Yes
Weekly
Condo
86
47,550
47
Female
105,733
Single
4
High School
Unemployed
15.564156
Urban
Premium
3
1
496
9
2023-03-06 15:21:39.170099
Poor
Yes
Weekly
House
2,155
47,551
29
Male
53,823
Married
2
PhD
Employed
16.353734
Urban
Premium
null
12
null
9
2021-09-28 15:21:39.146733
Good
No
Daily
Condo
393
47,552
54
Female
2,353
Single
1
Master's
null
8.987989
Urban
Premium
3
8
367
1
2020-02-21 15:21:39.122134
null
Yes
Rarely
Condo
1,691
47,553
62
Female
31,002
Married
3
Bachelor's
null
26.092346
Rural
Comprehensive
0
18
833
3
2024-06-06 15:21:39.148733
Poor
Yes
Weekly
Condo
1,149
47,554
20
Female
149,920
Single
3
Bachelor's
Self-Employed
5.851386
Urban
Basic
null
0
308
7
2021-03-29 15:21:39.237118
Poor
Yes
Rarely
Condo
942
47,555
52
Male
23,470
Married
0
Bachelor's
Unemployed
29.674559
Rural
Premium
0
7
597
8
2020-02-09 15:21:39.130190
null
No
Monthly
Apartment
1,784
47,556
35
Female
141,657
Single
3
High School
Unemployed
32.384507
Suburban
Comprehensive
2
14
589
1
2024-02-27 15:21:39.268507
null
Yes
Monthly
Condo
587
47,557
54
Female
39,883
Married
1
Bachelor's
null
7.924484
Suburban
Premium
0
6
782
5
2023-06-24 15:21:39.207847
Good
No
Daily
Apartment
1,185
47,558
63
Female
16,369
Single
1
Master's
null
28.977392
Urban
Basic
3
9
844
7
2023-07-14 15:21:39.276901
Poor
Yes
Rarely
House
689
47,559
42
Male
38,111
Single
2
Master's
Employed
32.283325
Suburban
Basic
3
7
648
6
2021-10-21 15:21:39.198406
Average
Yes
Weekly
House
87
47,560
31
Female
20,346
Divorced
0
Master's
Employed
43.226211
Suburban
Basic
null
11
548
7
2021-05-14 15:21:39.222387
Poor
Yes
Monthly
Apartment
437
47,561
57
Female
93,626
null
1
Master's
null
13.387784
Suburban
Premium
0
3
434
6
2022-12-29 15:21:39.134960
Average
Yes
Rarely
Apartment
485
47,562
48
Male
102,858
Divorced
0
Bachelor's
null
40.690324
Suburban
Basic
2
12
532
4
2023-04-20 15:21:39.166062
null
Yes
Weekly
Condo
1,216
47,563
46
Female
79,901
Divorced
4
Master's
Unemployed
8.904172
Suburban
Basic
0
5
null
2
2024-04-19 15:21:39.261856
Good
Yes
Daily
Condo
101
47,564
48
Female
59,828
Divorced
null
High School
Employed
20.878108
Urban
Comprehensive
2
2
773
5
2021-09-09 15:21:39.244069
Good
No
Weekly
House
2,617
47,565
60
Male
17,131
Single
4
Master's
Employed
35.539071
Rural
Premium
null
19
744
5
2023-10-04 15:21:39.245086
Average
Yes
Rarely
Condo
1,103
47,566
18
Male
66,072
Single
2
Master's
Self-Employed
14.9943
Urban
Basic
1
7
431
3
2021-01-10 15:21:39.096739
Poor
Yes
Rarely
Condo
1,255
47,567
63
Male
14,377
Single
null
PhD
null
45.816575
Urban
Basic
2
12
532
2
2022-05-06 15:21:39.097737
Poor
Yes
Weekly
Apartment
27
47,568
25
Female
16,077
Married
0
Master's
Self-Employed
46.170863
Suburban
Basic
0
11
844
5
2019-10-04 15:21:39.145732
Average
No
Daily
Condo
748
47,569
42
Female
25,897
Married
4
High School
null
null
Suburban
Basic
0
8
725
5
2022-03-17 15:21:39.152732
Poor
Yes
Daily
Apartment
527
47,570
null
Male
27,881
Single
4
Bachelor's
Self-Employed
10.049447
Rural
Comprehensive
null
6
765
6
2021-03-18 15:21:39.129190
Good
No
Daily
Condo
1,055
47,571
49
Female
1,039
Married
null
Bachelor's
null
null
Rural
Premium
0
14
772
3
2020-06-10 15:21:39.167099
Poor
Yes
Rarely
House
498
47,572
31
Male
40,454
Married
3
Master's
null
50.828518
Rural
Comprehensive
1
2
766
3
2021-05-27 15:21:39.233485
Poor
No
Monthly
Condo
1,059
47,573
57
Female
25,490
Single
3
Master's
Employed
15.186628
Rural
Premium
null
5
781
9
2023-09-29 15:21:39.088124
Good
Yes
Daily
House
514
47,574
60
Female
30,253
Divorced
4
High School
null
24.772107
Urban
Premium
1
8
542
3
2023-06-02 15:21:39.172097
Poor
No
Daily
Apartment
476
47,575
22
Female
20,372
Divorced
2
Master's
Self-Employed
13.723861
Rural
Premium
3
12
427
4
2023-07-23 15:21:39.252145
Average
No
Daily
Apartment
514
47,576
45
Male
57,898
Married
2
Master's
null
41.712839
Suburban
Comprehensive
null
19
null
5
2023-06-27 15:21:39.289099
null
Yes
Weekly
Condo
315
47,577
36
Male
59,588
Single
1
Master's
null
22.317849
Suburban
Comprehensive
1
13
325
8
2024-02-21 15:21:39.209847
Good
Yes
Monthly
Condo
612
47,578
43
Male
107,538
Married
2
High School
Self-Employed
27.891975
Rural
Basic
0
9
616
6
2023-08-16 15:21:39.149731
Good
Yes
Rarely
Apartment
121
47,579
42
Male
5,981
Married
0
Master's
Employed
30.979222
Rural
Basic
null
14
595
8
2022-02-17 15:21:39.194829
null
Yes
Rarely
Apartment
1,285
47,580
34
Female
28,894
Married
1
Bachelor's
Employed
22.040435
Rural
Premium
0
12
403
4
2021-04-22 15:21:39.170099
Good
No
Monthly
House
678
47,581
38
Female
3,436
Divorced
1
High School
Unemployed
46.444531
Rural
Comprehensive
3
8
615
1
2022-10-09 15:21:39.251142
Average
No
Monthly
Apartment
1,030
47,582
41
Male
15,471
Single
4
Master's
null
16.895351
Urban
Comprehensive
1
17
561
8
2020-04-05 15:21:39.185215
Poor
Yes
Daily
House
397
47,583
26
Female
31,276
Married
0
PhD
null
40.053428
Rural
Comprehensive
2
13
488
7
2023-05-05 15:21:39.286113
Poor
Yes
Monthly
House
2,682
47,584
null
Male
627
Married
1
PhD
null
22.882369
Suburban
Basic
0
7
756
7
2024-04-04 15:21:39.237118
Good
No
Weekly
House
3,896
47,585
48
Female
23,480
Married
1
Bachelor's
Self-Employed
21.410375
Suburban
Basic
null
19
null
7
2021-06-20 15:21:39.237118
Poor
No
Rarely
Condo
1,038
47,586
58
Male
817
Single
0
PhD
Self-Employed
30.249547
Urban
Comprehensive
null
4
825
7
2023-10-11 15:21:39.237118
Good
Yes
Rarely
Apartment
2,564
47,587
28
Male
15,274
Single
0
High School
Self-Employed
9.848137
Suburban
Comprehensive
2
10
589
9
2022-01-03 15:21:39.261856
Poor
Yes
Weekly
House
496
47,588
61
Male
9,818
Divorced
4
Master's
null
24.158728
Urban
Basic
null
5
792
1
2021-10-25 15:21:39.244069
Poor
Yes
Monthly
House
3,938
47,589
58
Female
79,961
Divorced
1
Bachelor's
Self-Employed
25.290765
Suburban
Premium
0
17
394
8
2022-08-02 15:21:39.188220
Average
Yes
Rarely
Apartment
923
47,590
63
Male
73,061
Single
0
Master's
Self-Employed
13.646095
Rural
Comprehensive
2
9
616
7
2021-01-19 15:21:39.090124
Poor
No
Monthly
Apartment
27
47,591
20
Female
24,588
Single
null
High School
Employed
29.291776
Rural
Basic
3
17
345
1
2020-05-15 15:21:39.222387
Good
No
Rarely
Apartment
1,282
47,592
46
Male
32,894
Single
1
PhD
Unemployed
45.87634
Suburban
Premium
0
1
432
1
2023-05-30 15:21:39.144722
Average
Yes
Monthly
House
989
47,593
44
Male
39,803
Married
3
Bachelor's
Employed
38.99332
Rural
Comprehensive
2
7
643
7
2022-06-17 15:21:39.272456
Average
No
Rarely
Apartment
1,341
47,594
51
Male
16,101
Divorced
null
High School
Unemployed
17.99897
Urban
Premium
null
15
618
9
2024-08-15 15:21:39.283783
Average
Yes
Monthly
House
2,811
47,595
36
Female
28,660
Single
1
Master's
Employed
33.177051
Urban
Basic
1
17
309
4
2022-02-11 15:21:39.256696
Poor
Yes
Rarely
House
2,035
47,596
45
Male
8,072
Single
3
Bachelor's
null
43.696614
Suburban
Premium
2
11
648
8
2021-05-22 15:21:39.209847
Average
Yes
Weekly
Apartment
1,044
47,597
36
Male
41,582
Divorced
3
High School
Employed
8.63102
Suburban
Premium
1
19
433
4
2021-07-04 15:21:39.237118
Poor
Yes
Weekly
Condo
658
47,598
22
Female
3,082
Divorced
3
High School
Unemployed
42.186721
Suburban
Premium
1
16
734
9
2022-05-17 15:21:39.106582
Good
Yes
Daily
House
1,845
47,599
44
Male
null
Married
0
Master's
Self-Employed
30.155916
Urban
Comprehensive
3
16
689
4
2023-09-24 15:21:39.173834
Poor
No
Daily
House
2,102