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
1,188,500
44
Female
56,499
Divorced
3
PhD
Unemployed
24.522925
Suburban
Comprehensive
1
7
725
2
2021-09-11 15:21:39.259788
Good
No
Weekly
House
401
1,188,501
35
Female
20,862
Married
1
PhD
null
22.479826
Suburban
Comprehensive
null
10
336
6
2020-09-07 15:21:39.144722
Average
Yes
Monthly
Condo
635
1,188,502
47
Female
21,220
Married
1
Bachelor's
Employed
38.615618
Rural
Premium
null
6
null
8
2020-07-10 15:21:39.123711
null
No
Monthly
Apartment
899
1,188,503
60
Female
74,500
Divorced
1
Bachelor's
null
32.133469
Rural
Premium
2
13
710
8
2022-12-28 15:21:39.175719
Good
No
Monthly
House
2,734
1,188,504
54
Female
17,846
Divorced
2
PhD
Self-Employed
23.812802
Suburban
Basic
0
18
766
8
2021-05-30 15:21:39.155231
Good
Yes
Daily
Condo
942
1,188,505
63
Male
33,113
Divorced
0
High School
Self-Employed
17.984836
Suburban
Premium
2
11
515
5
2020-02-03 15:21:39.134960
Good
Yes
Daily
Apartment
649
1,188,506
59
Male
11,933
Single
1
PhD
Self-Employed
27.285096
Urban
Basic
2
12
644
7
2023-02-26 15:21:39.237118
Average
Yes
Rarely
House
1,136
1,188,507
64
Male
5,518
Single
0
Master's
Self-Employed
23.26554
Urban
Comprehensive
0
9
558
4
2021-08-29 15:21:39.217387
Good
Yes
Weekly
Apartment
831
1,188,508
62
Male
38,325
Single
3
Master's
Employed
33.384533
Urban
Comprehensive
2
7
762
6
2024-05-26 15:21:39.180553
Poor
Yes
Daily
Apartment
577
1,188,509
49
Female
6,870
Divorced
4
High School
Employed
21.379049
Rural
Premium
2
9
823
8
2021-02-01 15:21:39.222387
Poor
Yes
Weekly
Condo
1,839
1,188,510
63
Female
11,077
Married
4
PhD
null
38.566864
Urban
Basic
1
19
828
9
2021-11-21 15:21:39.134960
Good
No
Monthly
House
709
1,188,511
46
Female
44,632
Divorced
0
Bachelor's
Unemployed
41.810529
Rural
Comprehensive
null
9
602
3
2024-07-16 15:21:39.177724
Good
Yes
Weekly
House
644
1,188,512
25
Male
22,919
Divorced
3
Master's
Self-Employed
26.648516
Urban
Premium
null
13
null
4
2022-02-19 15:21:39.216387
Poor
Yes
Rarely
House
761
1,188,513
32
Male
806
Divorced
3
Master's
null
28.308101
Rural
Premium
1
15
553
3
2020-10-15 15:21:39.102694
Good
No
Rarely
House
35
1,188,514
39
Male
89,420
Single
1
Bachelor's
Unemployed
13.136847
Rural
Basic
null
1
388
1
2023-12-30 15:21:39.288099
Average
Yes
Weekly
House
672
1,188,515
47
Female
24,172
Divorced
0
High School
null
14.24773
Rural
Basic
1
15
754
3
2022-02-14 15:21:39.290098
Average
No
Monthly
Condo
671
1,188,516
54
Female
1,434
Single
3
Master's
Employed
17.273025
Rural
Basic
null
3
709
5
2021-06-05 15:21:39.261856
Average
No
Weekly
Condo
111
1,188,517
54
Male
142,975
Married
2
Master's
Self-Employed
3.99425
Urban
Comprehensive
0
9
756
6
2022-07-10 15:21:39.166062
Poor
Yes
Monthly
House
299
1,188,518
62
Female
5,908
Divorced
0
High School
null
34.095699
Rural
Comprehensive
2
14
511
3
2021-02-19 15:21:39.134960
Poor
No
Daily
Condo
795
1,188,519
44
Female
43,769
Married
2
PhD
null
29.232877
Rural
Basic
null
17
716
1
2024-08-14 15:21:39.248098
Average
No
Daily
Condo
727
1,188,520
52
Female
1,789
Divorced
0
PhD
null
22.270524
Urban
Premium
null
16
394
5
2022-05-20 15:21:39.086123
Average
Yes
Daily
Condo
740
1,188,521
44
Male
96,699
Divorced
4
High School
Employed
24.776583
Urban
Premium
0
11
365
9
2023-06-27 15:21:39.134960
Good
No
Rarely
Condo
975
1,188,522
52
Female
39,723
Divorced
0
Bachelor's
Self-Employed
12.503629
Rural
Basic
null
4
731
5
2022-08-27 15:21:39.261856
Average
Yes
Monthly
Condo
2,075
1,188,523
44
Female
117,140
Divorced
0
High School
Unemployed
32.637973
Urban
Basic
1
6
573
7
2019-08-30 15:21:39.133866
Average
No
Daily
Apartment
2,579
1,188,524
23
Male
43,747
Single
1
Bachelor's
null
25.7954
Suburban
Premium
null
2
588
2
2019-10-07 15:21:39.116179
Average
Yes
Rarely
House
1,108
1,188,525
45
Female
28,291
Married
3
High School
null
20.780145
Urban
Comprehensive
0
10
841
9
2022-01-19 15:21:39.237118
Average
No
Monthly
Apartment
644
1,188,526
20
Male
16,787
Divorced
0
Master's
null
7.981153
Rural
Basic
null
10
562
8
2024-02-24 15:21:39.177724
Poor
No
Daily
Condo
1,439
1,188,527
37
Female
86,515
Divorced
0
High School
null
20.85716
Urban
Basic
null
17
407
7
2021-08-18 15:21:39.192212
Average
No
Monthly
Apartment
2,538
1,188,528
35
Female
39,625
Married
0
Bachelor's
null
18.922182
Urban
Basic
null
13
719
8
2021-07-06 15:21:39.248098
Poor
Yes
Weekly
Apartment
925
1,188,529
48
Male
48,622
Married
2
PhD
null
19.692512
Suburban
Premium
1
2
320
8
2020-05-29 15:21:39.276901
Poor
Yes
Weekly
House
1,290
1,188,530
34
Female
87,629
Single
2
Master's
null
39.148822
Suburban
Basic
null
11
459
1
2023-06-03 15:21:39.202448
Average
No
Rarely
Apartment
2,786
1,188,531
25
Female
null
Married
3
PhD
Self-Employed
5.571636
Urban
Basic
1
10
827
2
2024-07-29 15:21:39.261856
Average
Yes
Rarely
Apartment
130
1,188,532
30
Female
53,783
Divorced
3
Master's
Employed
9.959878
Urban
Premium
null
16
417
2
2023-04-29 15:21:39.134960
Average
No
Monthly
Condo
34
1,188,533
18
Male
2,383
Single
1
Bachelor's
Self-Employed
37.857707
Suburban
Basic
2
0
305
3
2019-09-18 15:21:39.145732
Average
Yes
Rarely
Apartment
63
1,188,534
22
Male
5,907
Divorced
2
PhD
Self-Employed
17.102629
Suburban
Basic
4
1
550
2
2020-04-25 15:21:39.108562
Good
No
Daily
Condo
1,672
1,188,535
32
Male
50,094
Single
1
PhD
null
26.294761
Rural
Premium
0
12
359
9
2019-10-30 15:21:39.289099
Poor
Yes
Rarely
Apartment
1,732
1,188,536
19
Female
62,893
Married
2
High School
Unemployed
26.016524
Rural
Comprehensive
1
9
848
1
2023-12-11 15:21:39.165120
Good
No
Rarely
Apartment
248
1,188,537
30
Male
68,050
Single
1
High School
Unemployed
19.937651
Suburban
Basic
null
10
743
1
2022-03-31 15:21:39.180553
Average
No
Daily
Apartment
301
1,188,538
56
Female
38,480
Single
4
Bachelor's
Unemployed
31.844679
Rural
Premium
1
5
825
5
2023-07-04 15:21:39.155231
null
No
Monthly
House
191
1,188,539
56
Male
124,808
Single
2
High School
null
27.289213
Urban
Premium
1
8
645
2
2021-07-14 15:21:39.237118
Poor
Yes
Rarely
House
296
1,188,540
34
Male
10,045
Divorced
3
PhD
Unemployed
33.607838
Suburban
Comprehensive
1
17
633
4
2023-11-30 15:21:39.170099
Average
No
Monthly
Apartment
1,448
1,188,541
38
Male
40,229
Divorced
3
Master's
Employed
null
Rural
Premium
null
3
473
2
2022-05-13 15:21:39.091080
Poor
No
Daily
House
761
1,188,542
23
Male
null
Single
1
High School
null
34.76441
Rural
Premium
0
17
498
6
2020-10-25 15:21:39.202448
Average
No
Daily
Condo
217
1,188,543
41
Male
2,789
Divorced
4
High School
Unemployed
38.812263
Urban
Basic
null
11
721
7
2019-09-05 15:21:39.210805
Average
Yes
Monthly
Condo
295
1,188,544
50
Male
null
Married
3
High School
Unemployed
16.584298
Urban
Premium
1
12
null
1
2021-02-25 15:21:39.236064
Average
Yes
Daily
Condo
150
1,188,545
28
Female
2,863
null
3
PhD
Self-Employed
15.995937
Suburban
Comprehensive
2
18
572
5
2023-03-17 15:21:39.087123
Poor
Yes
Weekly
Condo
451
1,188,546
64
Male
6,094
Divorced
0
PhD
Unemployed
8.71924
Rural
Basic
1
14
639
2
2020-11-24 15:21:39.209847
Poor
No
Monthly
Condo
772
1,188,547
54
Male
16,984
Divorced
0
Master's
null
14.097847
Suburban
Premium
1
7
632
3
2022-05-26 15:21:39.134960
Average
No
Monthly
Apartment
548
1,188,548
20
Female
26,381
Married
2
High School
Self-Employed
3.922963
Suburban
Comprehensive
null
5
433
1
2022-09-01 15:21:39.180553
Poor
No
Daily
House
661
1,188,549
33
Female
2,887
Married
null
High School
null
31.094835
Rural
Premium
2
10
585
8
2024-07-05 15:21:39.155231
Average
No
Rarely
Condo
2,575
1,188,550
24
Male
17,663
Divorced
null
PhD
null
13.138302
Rural
Comprehensive
null
1
684
4
2023-01-20 15:21:39.155231
Good
Yes
Rarely
Apartment
1,008
1,188,551
34
Male
697
Married
0
High School
null
24.568861
Suburban
Basic
0
11
477
4
2022-08-17 15:21:39.079128
Good
No
Weekly
House
262
1,188,552
38
Male
2,889
Single
1
Master's
null
23.723169
Suburban
Comprehensive
1
6
723
6
2022-10-14 15:21:39.134960
Average
No
Weekly
Apartment
34
1,188,553
41
Male
45,425
Married
1
PhD
Self-Employed
27.572664
Rural
Basic
0
16
726
5
2021-04-10 15:21:39.107553
Average
Yes
Monthly
Condo
115
1,188,554
41
Female
7,061
Divorced
4
Bachelor's
Unemployed
39.098694
Urban
Comprehensive
1
19
791
8
2021-07-28 15:21:39.134960
Average
No
Monthly
Apartment
983
1,188,555
18
Male
26,981
Single
null
Bachelor's
Employed
16.724562
Urban
Comprehensive
null
15
null
8
2024-02-25 15:21:39.288099
Good
No
Monthly
Condo
860
1,188,556
31
Female
19,535
Divorced
0
Master's
Unemployed
5.885203
Rural
Premium
0
13
488
4
2024-03-29 15:21:39.181605
Good
No
Rarely
House
190
1,188,557
40
Male
25,720
Single
0
Master's
null
14.513919
Rural
Basic
1
18
801
9
2023-05-25 15:21:39.097737
Average
Yes
Rarely
Apartment
586
1,188,558
60
Male
23,967
Married
0
PhD
Unemployed
20.354984
Urban
Premium
null
11
334
7
2023-10-25 15:21:39.118178
Poor
No
Weekly
House
917
1,188,559
43
Male
15,501
Divorced
3
PhD
Unemployed
13.519039
Rural
Comprehensive
null
7
320
2
2020-01-16 15:21:39.237118
Average
No
Monthly
Apartment
740
1,188,560
48
Male
1,099
Divorced
2
Master's
Employed
45.386514
Urban
Basic
1
7
736
7
2022-04-25 15:21:39.123711
Average
Yes
Daily
Apartment
2,441
1,188,561
37
Male
122,786
Single
2
PhD
Self-Employed
9.568828
Urban
Premium
null
16
360
1
2021-06-30 15:21:39.246098
null
No
Rarely
Condo
716
1,188,562
46
Male
44,924
Married
3
Master's
null
16.958757
Urban
Basic
1
10
765
4
2024-06-01 15:21:39.278402
Poor
Yes
Rarely
Condo
1,008
1,188,563
41
Male
5,984
Divorced
2
High School
Unemployed
31.838002
Urban
Basic
null
5
709
8
2023-07-06 15:21:39.134960
Poor
Yes
Weekly
Condo
745
1,188,564
54
Male
47,130
Single
1
PhD
Self-Employed
30.811863
Suburban
Comprehensive
0
8
342
3
2022-10-24 15:21:39.237118
Good
Yes
Daily
Condo
1,224
1,188,565
21
Male
14,152
Married
2
PhD
Self-Employed
24.525418
Suburban
Premium
null
15
570
7
2024-05-05 15:21:39.179186
Average
No
Daily
Apartment
121
1,188,566
50
Male
144,483
Divorced
3
High School
null
14.127897
Urban
Comprehensive
null
10
330
6
2024-04-28 15:21:39.117183
Poor
No
Weekly
Apartment
1,738
1,188,567
58
Female
9,320
Single
0
Master's
Employed
20.939875
Urban
Basic
2
15
779
9
2022-11-17 15:21:39.125660
Poor
Yes
Rarely
Condo
691
1,188,568
28
Male
57,863
Single
0
High School
null
15.131405
Rural
Premium
1
9
590
5
2021-01-12 15:21:39.134960
Poor
No
Daily
Condo
292
1,188,569
40
Female
16,054
Divorced
4
PhD
Unemployed
null
Urban
Basic
1
15
535
8
2023-02-26 15:21:39.237118
Good
No
Daily
Apartment
516
1,188,570
41
Female
7,984
Single
1
PhD
Unemployed
25.958661
Suburban
Comprehensive
null
17
536
6
2022-06-16 15:21:39.272456
Good
Yes
Rarely
House
522
1,188,571
35
Male
3,636
Divorced
3
Bachelor's
Self-Employed
51.43363
Urban
Premium
1
15
null
3
2021-02-18 15:21:39.105504
Average
No
Rarely
Apartment
1,536
1,188,572
18
Male
59,722
Married
2
PhD
Self-Employed
46.056412
Rural
Comprehensive
0
2
696
2
2024-03-16 15:21:39.108562
Average
No
Daily
House
69
1,188,573
58
Male
66,263
Single
3
PhD
null
12.494773
Rural
Comprehensive
3
8
783
2
2021-06-14 15:21:39.246098
Poor
Yes
Weekly
Condo
63
1,188,574
25
Female
25,863
Married
1
High School
null
34.827874
Suburban
Premium
1
3
657
5
2021-03-05 15:21:39.134960
Average
No
Weekly
Condo
515
1,188,575
39
Female
29,230
Married
3
High School
Unemployed
9.827366
Rural
Comprehensive
null
11
674
9
2024-05-02 15:21:39.155231
Good
No
Monthly
Condo
893
1,188,576
43
Male
91,289
Married
3
Master's
Employed
15.912155
Rural
Basic
2
5
398
1
2022-03-06 15:21:39.210805
Poor
Yes
Monthly
House
876
1,188,577
64
Male
14,894
Single
3
High School
Unemployed
22.684904
Urban
Basic
1
15
725
6
2021-06-25 15:21:39.218388
Poor
Yes
Monthly
Apartment
568
1,188,578
36
Male
3,523
Divorced
0
Bachelor's
Self-Employed
34.098975
Rural
Comprehensive
1
10
794
5
2019-11-11 15:21:39.134960
Poor
No
Rarely
Condo
882
1,188,579
47
Male
29,102
Married
3
PhD
Self-Employed
16.189874
Suburban
Basic
0
1
546
2
2019-10-18 15:21:39.151732
Poor
No
Weekly
House
807
1,188,580
25
Female
811
Divorced
null
Master's
Employed
14.83865
Rural
Basic
0
8
511
9
2024-07-29 15:21:39.095696
Poor
No
Monthly
Condo
1,646
1,188,581
52
Female
9,072
Married
2
High School
Self-Employed
11.958289
Suburban
Premium
null
2
782
9
2024-06-16 15:21:39.226954
Good
No
Weekly
Condo
721
1,188,582
47
Female
6,914
Divorced
4
Bachelor's
null
43.643748
Suburban
Premium
1
15
849
3
2020-11-11 15:21:39.149731
Good
No
Rarely
Apartment
479
1,188,583
52
Female
119
Divorced
0
Bachelor's
Self-Employed
28.576431
Suburban
Comprehensive
2
0
829
4
2021-12-12 15:21:39.223901
Average
Yes
Rarely
Condo
2,418
1,188,584
30
Female
10,272
Single
0
Bachelor's
Employed
32.444947
Suburban
Premium
0
10
763
4
2023-02-07 15:21:39.248098
Good
Yes
Daily
Apartment
2,636
1,188,585
19
Male
91,214
Married
0
High School
Self-Employed
20.091639
Urban
Comprehensive
2
10
793
7
2022-03-10 15:21:39.172097
Average
Yes
Rarely
House
2,543
1,188,586
33
Female
120,846
Single
0
Bachelor's
null
37.623476
Rural
Basic
null
12
447
8
2022-12-21 15:21:39.080440
Good
Yes
Monthly
Condo
1,396
1,188,587
47
Male
18,713
Divorced
null
Master's
Unemployed
22.496622
Suburban
Premium
null
11
null
9
2023-03-04 15:21:39.134960
Good
No
Daily
House
557
1,188,588
62
Female
24,040
Married
2
PhD
null
19.095777
Rural
Premium
null
8
null
5
2021-06-13 15:21:39.202448
Poor
Yes
Weekly
Apartment
625
1,188,589
35
Female
1,449
Single
1
Bachelor's
Unemployed
13.327511
Suburban
Premium
null
7
845
8
2023-06-11 15:21:39.176717
Poor
Yes
Weekly
Condo
2,095
1,188,590
47
Female
1,239
Single
3
PhD
Unemployed
16.798864
Urban
Basic
null
6
632
8
2024-07-02 15:21:39.194829
Good
Yes
Monthly
Condo
2,221
1,188,591
40
Female
60,533
Divorced
0
Master's
null
51.683053
Urban
Basic
1
8
728
2
2023-04-18 15:21:39.245086
Good
No
Rarely
House
303
1,188,592
32
Male
14,881
Single
3
High School
null
23.868457
Urban
Basic
0
14
755
9
2023-05-31 15:21:39.155231
Poor
Yes
Rarely
Condo
37
1,188,593
54
Female
44,660
Single
4
PhD
null
35.834871
Rural
Comprehensive
1
16
453
7
2019-09-16 15:21:39.192212
null
Yes
Monthly
Condo
831
1,188,594
62
Male
29,784
Married
4
Bachelor's
Employed
25.627861
Urban
Comprehensive
0
18
619
1
2021-06-01 15:21:39.259788
Poor
Yes
Daily
Apartment
571
1,188,595
54
Male
21,259
Divorced
4
Bachelor's
null
19.393677
Suburban
Comprehensive
0
1
685
6
2019-09-19 15:21:39.188220
Average
No
Weekly
House
1,653
1,188,596
60
Female
10,198
Married
1
Bachelor's
null
26.724778
Rural
Comprehensive
1
13
709
2
2023-01-10 15:21:39.134960
Good
No
Weekly
Apartment
566
1,188,597
42
Female
78,851
Married
4
High School
Unemployed
36.753746
Rural
Basic
0
1
393
9
2022-09-02 15:21:39.276901
Good
Yes
Daily
Apartment
1,131
1,188,598
38
Male
2,774
Divorced
0
High School
Self-Employed
22.779345
Suburban
Basic
0
3
716
5
2020-08-12 15:21:39.167099
Average
No
Weekly
House
2,437
1,188,599
27
Female
43,130
Single
3
High School
null
23.636208
Urban
Premium
1
2
785
9
2020-03-13 15:21:39.237118
Average
No
Weekly
House
545