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
39,700
39
Female
28,633
Divorced
null
High School
null
39.141706
Rural
Premium
0
1
377
3
2021-03-10 15:21:39.237118
Good
No
Daily
Condo
673
39,701
23
Male
91,075
Divorced
0
PhD
Unemployed
9.372324
Rural
Basic
null
10
699
5
2023-10-06 15:21:39.164044
Good
No
Rarely
Apartment
50
39,702
55
Female
20,533
Married
3
High School
Unemployed
19.826181
Suburban
Comprehensive
null
2
541
2
2024-02-07 15:21:39.170099
Average
No
Monthly
Condo
557
39,703
40
Male
29,483
Single
4
PhD
Unemployed
16.423916
Urban
Comprehensive
1
17
837
3
2020-02-13 15:21:39.144722
Poor
No
Daily
Condo
615
39,704
23
Female
2,476
Single
2
PhD
Employed
14.273357
Rural
Basic
2
1
493
3
2023-01-12 15:21:39.146733
Good
Yes
Daily
House
521
39,705
35
Male
1,170
Married
3
Bachelor's
Employed
19.571154
Urban
Basic
1
2
327
7
2023-04-08 15:21:39.196387
Good
Yes
Daily
Apartment
917
39,706
21
Female
20,300
Married
4
High School
Self-Employed
41.372112
Urban
Premium
1
8
818
2
2023-10-18 15:21:39.112553
Average
Yes
Weekly
Condo
1,612
39,707
28
Male
61,847
Single
3
PhD
null
43.955212
Suburban
Comprehensive
1
6
772
9
2022-05-08 15:21:39.134960
Poor
No
Daily
Condo
382
39,708
53
Female
24,897
Married
3
PhD
Unemployed
36.770067
Suburban
Premium
null
10
595
4
2024-02-10 15:21:39.087123
Good
No
Monthly
Apartment
805
39,709
57
Female
11,537
Single
3
PhD
Employed
25.558935
Urban
Comprehensive
null
19
785
2
2020-09-04 15:21:39.283783
Good
Yes
Rarely
Apartment
772
39,710
38
Male
35,503
Divorced
2
PhD
Self-Employed
12.132595
Urban
Premium
null
2
690
9
2022-12-30 15:21:39.134960
Good
Yes
Monthly
Condo
645
39,711
31
Male
12,637
Divorced
2
High School
null
18.120153
Urban
Premium
0
10
442
1
2021-01-01 15:21:39.192212
Good
Yes
Daily
Condo
2,374
39,712
59
Female
9,894
Married
null
Bachelor's
Unemployed
27.094863
Rural
Premium
null
16
483
5
2022-07-20 15:21:39.263607
Poor
No
Monthly
House
963
39,713
34
Male
53,877
Single
4
Master's
Self-Employed
27.933699
Urban
Comprehensive
1
3
480
1
2021-01-31 15:21:39.246098
Good
Yes
Daily
Apartment
2,651
39,714
47
Female
2,598
Married
4
Bachelor's
Employed
18.781281
Suburban
Comprehensive
1
7
818
1
2023-10-13 15:21:39.154008
Poor
Yes
Monthly
House
2,135
39,715
56
Male
30,997
Divorced
4
PhD
Self-Employed
26.294939
Suburban
Premium
1
15
573
2
2019-08-31 15:21:39.147735
Good
Yes
Rarely
Apartment
100
39,716
38
Female
31,008
Single
4
Master's
Unemployed
5.270567
Suburban
Comprehensive
null
5
690
2
2022-05-04 15:21:39.112553
Poor
Yes
Daily
Apartment
301
39,717
50
Female
61,213
Divorced
2
High School
Self-Employed
28.194924
Suburban
Comprehensive
1
1
null
1
2023-11-07 15:21:39.108562
Poor
No
Monthly
Condo
213
39,718
34
Male
null
Married
1
Master's
Self-Employed
40.938398
Urban
Premium
null
1
303
6
2021-12-19 15:21:39.237118
Good
No
Rarely
House
535
39,719
47
Male
24,119
Divorced
0
High School
Employed
5.958795
Rural
Comprehensive
0
1
609
6
2022-06-29 15:21:39.265513
Poor
No
Monthly
Condo
867
39,720
29
Female
25,720
Divorced
0
High School
null
33.010969
Rural
Basic
null
15
784
9
2024-06-03 15:21:39.172097
Poor
No
Monthly
House
488
39,721
59
Female
142,066
Single
2
Bachelor's
Employed
50.918908
Urban
Basic
1
11
806
6
2021-09-12 15:21:39.206847
null
No
Weekly
Apartment
793
39,722
63
Female
57,445
Married
4
Master's
null
15.827875
Urban
Premium
0
3
849
5
2022-05-28 15:21:39.172097
Good
Yes
Monthly
Apartment
411
39,723
29
Female
null
Married
1
PhD
Employed
44.84859
Rural
Basic
null
9
519
4
2019-09-07 15:21:39.226954
Good
No
Weekly
House
3,701
39,724
20
Female
3,547
Married
1
Master's
Self-Employed
7.154527
Urban
Basic
null
8
461
7
2020-03-07 15:21:39.289099
Average
Yes
Weekly
Apartment
1,010
39,725
56
Male
1,164
Divorced
null
High School
null
45.59432
Urban
Premium
null
8
602
1
2020-01-19 15:21:39.183598
Good
Yes
Daily
House
4,349
39,726
56
Male
79,829
Single
3
PhD
null
26.724248
Rural
Premium
null
15
575
1
2020-08-08 15:21:39.090124
Average
No
Daily
House
47
39,727
48
Female
46,711
Single
0
Master's
Self-Employed
11.074435
Rural
Basic
0
18
443
2
2021-02-11 15:21:39.175719
null
No
Monthly
House
605
39,728
59
Female
15,893
Married
4
Master's
null
30.533843
Suburban
Basic
0
12
684
4
2021-10-28 15:21:39.134960
Poor
No
Rarely
House
766
39,729
18
Female
80,913
Married
0
Master's
Self-Employed
27.446515
Rural
Basic
null
7
403
8
2020-08-30 15:21:39.147735
Average
Yes
Monthly
Apartment
1,325
39,730
43
Male
66,735
Married
1
Master's
Self-Employed
33.571438
Rural
Premium
1
6
468
1
2024-07-03 15:21:39.155231
Poor
No
Daily
Apartment
2,140
39,731
35
Female
62,705
Single
1
Bachelor's
Employed
51.504735
Urban
Basic
null
18
622
1
2023-07-12 15:21:39.126661
Average
No
Daily
House
2,248
39,732
47
Female
63,523
Divorced
3
High School
Self-Employed
null
Suburban
Basic
2
13
569
4
2024-07-24 15:21:39.155231
Poor
Yes
Daily
Condo
26
39,733
36
Male
24,547
Divorced
null
PhD
Self-Employed
7.939551
Suburban
Premium
null
8
705
8
2020-01-17 15:21:39.237118
Poor
Yes
Daily
Apartment
353
39,734
28
Female
33,292
Divorced
4
Bachelor's
Self-Employed
25.977318
Rural
Basic
null
1
null
2
2022-01-03 15:21:39.172097
Poor
No
Monthly
Apartment
679
39,735
64
Female
9,851
Married
2
Bachelor's
null
30.984486
Urban
Premium
1
6
513
2
2022-08-02 15:21:39.237118
Good
Yes
Monthly
House
1,114
39,736
22
Male
106,035
Married
3
Master's
Self-Employed
27.053278
Rural
Premium
null
14
null
1
2024-03-04 15:21:39.094752
Average
No
Rarely
House
39
39,737
58
Female
23,998
Married
0
High School
null
null
Urban
Comprehensive
0
6
678
7
2019-08-19 15:21:39.272456
Average
No
Weekly
Apartment
718
39,738
49
Male
43,782
Divorced
4
PhD
Self-Employed
25.837882
Urban
Premium
2
0
469
3
2021-01-09 15:21:39.087123
Good
Yes
Weekly
Condo
2,658
39,739
22
Male
47,768
Married
2
PhD
null
48.246576
Rural
Premium
null
6
521
4
2020-06-21 15:21:39.091080
Poor
No
Monthly
Condo
52
39,740
51
Female
59,630
Married
0
High School
Self-Employed
20.716107
Rural
Basic
0
13
478
5
2022-06-03 15:21:39.134960
Average
No
Daily
Condo
2,290
39,741
32
Male
30,572
Married
null
High School
null
null
Suburban
Premium
1
18
533
3
2019-09-13 15:21:39.154008
Average
No
Weekly
Condo
1,403
39,742
60
Female
58,525
Single
0
Bachelor's
Employed
16.637208
Urban
Premium
2
9
434
4
2020-01-23 15:21:39.134960
Poor
No
Weekly
Condo
131
39,743
42
Male
2,981
Single
null
Master's
Self-Employed
8.848558
Suburban
Premium
2
12
516
4
2021-05-15 15:21:39.098696
Good
Yes
Weekly
Apartment
1,488
39,744
34
Male
865
Single
4
Master's
Unemployed
22.126418
Rural
Basic
null
17
676
3
2023-03-10 15:21:39.134960
null
No
Rarely
House
615
39,745
31
Male
10,681
Divorced
3
Master's
Self-Employed
17.067881
Suburban
Premium
1
14
693
3
2021-07-05 15:21:39.245086
Average
Yes
Rarely
House
1,017
39,746
42
Female
47,846
Single
0
PhD
Employed
50.981405
Rural
Basic
0
9
473
8
2023-05-06 15:21:39.134960
Poor
No
Weekly
Condo
2,076
39,747
61
Male
24,293
Divorced
null
Bachelor's
Unemployed
30.636644
Suburban
Basic
0
10
557
3
2019-11-24 15:21:39.155231
Good
No
Daily
House
49
39,748
46
Female
6,072
Divorced
1
High School
Self-Employed
25.482653
Urban
Premium
null
15
514
7
2022-05-10 15:21:39.134960
Good
No
Monthly
Condo
1,262
39,749
32
Female
3,458
Married
0
Master's
null
21.640014
Rural
Comprehensive
3
7
607
9
2023-08-09 15:21:39.148733
Good
No
Daily
Condo
597
39,750
26
Male
null
Married
3
High School
Employed
35.298898
Suburban
Premium
0
14
848
7
2023-07-07 15:21:39.226954
Poor
Yes
Monthly
Apartment
344
39,751
19
Female
2,579
Single
null
Master's
null
8.611161
Suburban
Comprehensive
1
19
597
5
2021-07-03 15:21:39.134960
Poor
Yes
Weekly
Apartment
2,047
39,752
25
Male
17,053
Divorced
2
High School
Self-Employed
12.914598
Suburban
Premium
0
13
483
6
2022-06-21 15:21:39.155231
Good
Yes
Rarely
House
22
39,753
47
Male
null
Married
4
Bachelor's
null
30.664927
Suburban
Basic
null
13
625
5
2020-05-04 15:21:39.091080
null
Yes
Weekly
Condo
392
39,754
22
Male
23,604
Married
3
High School
Employed
15.066352
Rural
Premium
0
5
826
8
2021-02-17 15:21:39.134960
Poor
No
Monthly
Apartment
883
39,755
19
Female
46,574
Divorced
4
PhD
null
20.828171
Urban
Premium
1
3
null
4
2024-04-22 15:21:39.171102
Good
No
Rarely
House
45
39,756
55
Male
6,871
Married
0
PhD
Unemployed
37.507962
Rural
Premium
1
0
827
5
2020-02-14 15:21:39.237118
Poor
Yes
Monthly
House
439
39,757
21
Male
6,935
Divorced
1
Master's
Employed
17.86951
Rural
Comprehensive
0
19
759
8
2022-04-10 15:21:39.082499
Poor
No
Monthly
Condo
1,729
39,758
44
Male
21,839
Divorced
4
High School
Unemployed
31.748864
Rural
Premium
2
4
614
1
2021-07-24 15:21:39.213373
Good
No
Weekly
Condo
4,164
39,759
63
Female
39,053
Divorced
4
Bachelor's
null
null
Rural
Basic
0
10
310
1
2021-12-23 15:21:39.113566
Average
Yes
Weekly
House
1,193
39,760
52
Male
15,774
Married
null
PhD
Unemployed
41.611153
Urban
Comprehensive
null
7
810
3
2019-11-10 15:21:39.190215
Poor
No
Rarely
Apartment
2,970
39,761
55
Female
85,302
Single
null
Bachelor's
Employed
44.958016
Suburban
Premium
2
16
431
3
2024-02-19 15:21:39.279729
Poor
Yes
Monthly
Condo
475
39,762
58
Female
135,655
Single
1
Bachelor's
Employed
36.555027
Rural
Comprehensive
0
16
368
9
2020-12-14 15:21:39.081504
Good
Yes
Monthly
House
1,587
39,763
40
Female
71,289
Married
null
PhD
Self-Employed
7.737377
Rural
Comprehensive
0
11
454
7
2021-09-27 15:21:39.100695
Average
Yes
Weekly
House
736
39,764
47
Female
20
Single
null
PhD
Employed
9.936849
Urban
Premium
1
7
560
4
2021-05-17 15:21:39.112553
Average
Yes
Daily
House
455
39,765
52
Male
18,194
Single
3
High School
Employed
25.485066
Urban
Premium
2
8
543
6
2022-06-11 15:21:39.256696
Average
Yes
Daily
House
904
39,766
38
Male
10,063
Single
1
Bachelor's
Self-Employed
7.231477
Urban
Premium
1
5
769
4
2024-07-12 15:21:39.089116
Poor
Yes
Daily
Condo
130
39,767
58
Male
4,958
Married
2
High School
Self-Employed
21.181202
Suburban
Comprehensive
1
5
794
9
2022-03-02 15:21:39.170099
Average
No
Rarely
Condo
30
39,768
49
Female
11,445
Divorced
3
Bachelor's
Employed
34.624806
Suburban
Premium
0
9
318
8
2020-04-10 15:21:39.166062
Average
No
Weekly
Apartment
596
39,769
45
Female
40,954
Divorced
4
Bachelor's
Employed
20.392507
Rural
Comprehensive
0
4
788
3
2022-10-19 15:21:39.215386
Poor
Yes
Daily
House
1,389
39,770
38
Female
47,871
Divorced
null
High School
Unemployed
40.564632
Urban
Comprehensive
0
1
747
4
2022-03-25 15:21:39.192212
Good
No
Weekly
House
371
39,771
52
Male
45,017
Single
null
Master's
Employed
19.203206
Urban
Comprehensive
0
17
649
6
2023-11-01 15:21:39.146733
Good
Yes
Weekly
House
1,012
39,772
54
Female
61,894
Single
3
Master's
null
29.071326
Urban
Premium
0
6
575
3
2024-07-21 15:21:39.256696
Poor
No
Rarely
Apartment
69
39,773
63
Female
16,062
Married
3
Master's
Self-Employed
9.067671
Suburban
Premium
null
4
567
7
2024-06-21 15:21:39.155231
Average
No
Daily
House
3,026
39,774
19
Male
25,169
Divorced
2
Master's
Unemployed
15.77993
Suburban
Comprehensive
1
12
695
6
2024-05-15 15:21:39.149731
Good
Yes
Monthly
Apartment
1,401
39,775
24
Male
2,452
Married
0
PhD
null
33.264549
Suburban
Premium
null
19
727
4
2020-11-24 15:21:39.170099
Good
Yes
Weekly
House
3,107
39,776
50
Female
121,604
Married
1
High School
Unemployed
15.636204
Urban
Premium
null
0
634
3
2023-04-20 15:21:39.102694
Good
Yes
Daily
House
382
39,777
50
Male
null
Single
null
Bachelor's
Employed
26.154961
Suburban
Basic
1
5
731
1
2022-07-31 15:21:39.155231
Poor
No
Daily
House
429
39,778
44
Female
101,646
Single
2
PhD
null
10.697922
Urban
Basic
1
11
508
5
2021-11-30 15:21:39.216387
Average
No
Monthly
Condo
237
39,779
55
Female
84,826
Divorced
4
Bachelor's
Unemployed
33.814779
Rural
Comprehensive
0
0
335
7
2022-05-02 15:21:39.100695
Poor
No
Weekly
Condo
870
39,780
19
Male
5,962
Single
1
High School
Unemployed
19.051148
Rural
Basic
null
6
419
6
2022-03-20 15:21:39.208842
Poor
Yes
Weekly
Apartment
534
39,781
44
Female
44,090
Married
1
High School
Employed
25.511317
Urban
Premium
null
12
440
4
2021-08-16 15:21:39.155231
Poor
Yes
Monthly
House
616
39,782
37
Male
29,593
Single
3
Bachelor's
Self-Employed
null
Suburban
Comprehensive
0
12
790
1
2021-03-04 15:21:39.134960
Average
Yes
Monthly
Apartment
971
39,783
38
Female
47,290
Single
3
High School
Employed
40.570113
Urban
Basic
0
6
658
2
2020-08-01 15:21:39.272456
Poor
Yes
Monthly
House
347
39,784
44
Male
null
Married
3
Master's
Unemployed
22.141013
Suburban
Premium
0
12
328
9
2023-01-25 15:21:39.214388
Average
Yes
Weekly
Apartment
3,080
39,785
51
Male
2,690
Divorced
4
High School
Employed
21.351267
Rural
Premium
2
9
784
4
2023-10-29 15:21:39.134960
Average
Yes
Daily
Apartment
709
39,786
39
Female
121,769
Single
0
Bachelor's
null
null
Urban
Comprehensive
2
18
619
2
2020-02-12 15:21:39.155231
Poor
No
Rarely
House
1,370
39,787
43
Male
23,641
Married
2
Master's
Self-Employed
51.469722
Rural
Comprehensive
0
7
null
1
2020-05-13 15:21:39.223390
Average
Yes
Monthly
House
1,165
39,788
58
Male
7,087
Single
0
High School
Self-Employed
6.955174
Urban
Premium
null
3
602
9
2020-03-05 15:21:39.123711
Average
Yes
Monthly
Condo
856
39,789
60
Female
40,564
Single
4
Bachelor's
null
35.924521
Suburban
Premium
null
10
316
1
2020-04-01 15:21:39.097737
Poor
Yes
Weekly
Apartment
1,450
39,790
39
Female
49,713
Single
3
PhD
Self-Employed
52.83893
Rural
Basic
1
15
787
9
2021-05-04 15:21:39.219432
Poor
Yes
Daily
Condo
1,249
39,791
33
Female
68,900
Married
null
Master's
Unemployed
12.826891
Rural
Comprehensive
null
17
592
8
2019-11-16 15:21:39.143708
Good
Yes
Rarely
Apartment
2,205
39,792
47
Male
23,595
Married
2
High School
Self-Employed
19.677579
Urban
Premium
2
1
689
2
2022-05-29 15:21:39.100695
Poor
No
Rarely
Apartment
571
39,793
42
Male
34,998
Divorced
4
PhD
Self-Employed
27.84836
Suburban
Basic
2
7
449
5
2022-03-30 15:21:39.113566
Good
No
Monthly
Condo
981
39,794
57
Female
16,042
Single
3
Bachelor's
Self-Employed
17.876006
Urban
Premium
0
1
755
9
2020-08-13 15:21:39.125660
Average
Yes
Daily
Condo
20
39,795
32
Female
33,882
Married
2
Master's
Employed
18.056544
Suburban
Premium
null
16
null
4
2021-03-24 15:21:39.261856
Good
No
Daily
Condo
793
39,796
32
Female
14,096
Single
1
High School
Unemployed
15.068027
Suburban
Premium
null
19
706
9
2022-06-02 15:21:39.125660
Poor
Yes
Monthly
Condo
585
39,797
51
Female
6,418
Single
null
Bachelor's
Self-Employed
13.086361
Rural
Basic
3
18
797
2
2024-07-18 15:21:39.155231
Good
Yes
Weekly
Apartment
2,472
39,798
52
Female
5,737
Single
0
Bachelor's
null
null
Suburban
Premium
null
15
381
5
2024-05-09 15:21:39.096739
Poor
No
Monthly
Condo
842
39,799
36
Male
2,420
Divorced
3
Bachelor's
Employed
18.441776
Suburban
Basic
2
4
727
6
2022-12-21 15:21:39.256696
Average
Yes
Rarely
Apartment
688