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
1,161,700
35
Male
15,583
Single
1
High School
Self-Employed
29.174226
Rural
Premium
1
14
371
2
2021-05-03 15:21:39.219432
Average
Yes
Rarely
House
1,004
1,161,701
25
Male
923
Married
null
High School
null
16.444318
Suburban
Premium
2
9
353
2
2020-03-14 15:21:39.285112
Good
Yes
Daily
House
4,051
1,161,702
22
Female
56,915
Married
0
Master's
Unemployed
25.991514
Urban
Basic
2
7
343
8
2019-11-19 15:21:39.123711
Good
Yes
Weekly
House
452
1,161,703
58
Male
11,997
Single
4
High School
null
null
Rural
Comprehensive
0
8
null
9
2023-10-18 15:21:39.191219
Good
Yes
Monthly
Apartment
538
1,161,704
32
Female
25,573
Married
null
Master's
null
42.452945
Rural
Basic
null
17
543
7
2021-09-23 15:21:39.289099
Poor
Yes
Monthly
House
2,816
1,161,705
58
Female
35,329
Married
0
PhD
null
11.923895
Urban
Basic
null
15
355
2
2019-11-02 15:21:39.186212
Good
Yes
Rarely
House
491
1,161,706
32
Female
26,861
Married
1
High School
null
34.252055
Rural
Basic
null
17
442
5
2019-11-26 15:21:39.079128
Good
Yes
Monthly
Condo
478
1,161,707
40
Male
134,959
Divorced
4
High School
Unemployed
33.24703
Urban
Basic
null
14
476
4
2020-11-09 15:21:39.290098
Average
Yes
Daily
House
3,111
1,161,708
35
Male
16,715
Single
2
PhD
Unemployed
12.724701
Urban
Comprehensive
0
19
null
5
2021-03-10 15:21:39.152732
Average
Yes
Monthly
House
1,325
1,161,709
25
Female
26,201
Single
4
Master's
Unemployed
9.966347
Rural
Premium
0
7
739
1
2024-04-03 15:21:39.223901
null
Yes
Daily
House
720
1,161,710
40
Male
85,727
Married
null
PhD
null
35.092433
Urban
Comprehensive
0
12
null
6
2022-12-09 15:21:39.199447
Poor
No
Weekly
Apartment
343
1,161,711
32
Male
5,829
Married
1
Master's
null
19.946362
Suburban
Basic
1
3
522
4
2024-02-19 15:21:39.192212
Good
Yes
Weekly
Apartment
761
1,161,712
54
Female
30,647
Single
2
Master's
Unemployed
34.686251
Urban
Basic
2
2
668
3
2021-07-31 15:21:39.184157
Poor
Yes
Daily
Condo
816
1,161,713
42
Female
1,807
Married
3
Master's
null
7.984519
Rural
Basic
2
17
536
3
2021-10-10 15:21:39.111551
Average
Yes
Weekly
Condo
638
1,161,714
24
Male
6,518
Married
null
High School
Employed
42.222006
Rural
Basic
3
3
437
5
2021-02-04 15:21:39.152732
Poor
No
Rarely
Condo
954
1,161,715
21
Male
868
Married
0
PhD
Self-Employed
12.627819
Rural
Premium
1
8
439
3
2023-04-26 15:21:39.230483
Good
No
Daily
Condo
2,554
1,161,716
20
Female
25,761
Single
null
Bachelor's
Unemployed
43.23483
Urban
Comprehensive
0
4
null
1
2021-05-15 15:21:39.097737
Poor
No
Weekly
Condo
515
1,161,717
28
Female
6,051
Divorced
1
PhD
Employed
13.856013
Suburban
Comprehensive
null
11
552
5
2020-05-30 15:21:39.237118
Average
Yes
Weekly
Apartment
1,346
1,161,718
47
Female
2,098
Married
null
High School
Employed
23.551618
Suburban
Comprehensive
1
10
598
8
2020-10-16 15:21:39.172097
Poor
Yes
Daily
House
3,525
1,161,719
24
Female
5,071
Single
1
PhD
null
15.273935
Suburban
Comprehensive
2
1
558
2
2023-08-30 15:21:39.082499
Poor
No
Rarely
House
722
1,161,720
58
Male
51,569
Single
1
High School
Employed
35.483295
Urban
Comprehensive
0
10
384
1
2022-12-30 15:21:39.134960
Poor
No
Rarely
Apartment
588
1,161,721
41
Male
140,963
Married
3
High School
null
32.651025
Suburban
Basic
null
1
null
6
2024-05-16 15:21:39.151732
Good
Yes
Daily
Apartment
294
1,161,722
39
Male
46,792
Married
1
PhD
Self-Employed
null
Suburban
Premium
1
14
449
9
2021-08-16 15:21:39.176717
Average
No
Weekly
House
1,851
1,161,723
46
Female
7,092
Married
3
Bachelor's
Self-Employed
null
Urban
Basic
2
10
731
2
2024-03-15 15:21:39.205850
Poor
Yes
Daily
Apartment
1,488
1,161,724
41
Male
44,393
Married
3
High School
null
16.099124
Rural
Comprehensive
0
14
null
7
2020-06-18 15:21:39.134960
Average
Yes
Weekly
Apartment
740
1,161,725
44
Male
52,620
Married
1
Bachelor's
Self-Employed
22.639063
Suburban
Comprehensive
null
14
347
8
2023-06-24 15:21:39.134960
Good
No
Daily
Condo
2,871
1,161,726
29
Male
18,791
Divorced
1
High School
Unemployed
39.153603
Rural
Premium
1
2
null
7
2024-06-03 15:21:39.134960
Poor
Yes
Rarely
Condo
710
1,161,727
48
Male
50,524
Single
4
PhD
null
27.519918
Suburban
Comprehensive
null
3
null
9
2021-04-13 15:21:39.168099
Average
Yes
Rarely
Apartment
71
1,161,728
52
Female
16,081
Single
3
Master's
null
24.613601
Suburban
Basic
null
18
774
3
2021-10-31 15:21:39.186212
Average
No
Weekly
Apartment
1,361
1,161,729
38
Male
18,455
Married
null
PhD
null
14.674763
Suburban
Premium
1
9
null
7
2022-02-04 15:21:39.093681
Good
Yes
Rarely
Condo
1,282
1,161,730
53
Female
43,434
Single
0
Bachelor's
null
17.039884
Rural
Basic
1
18
575
5
2021-09-11 15:21:39.192212
Poor
Yes
Daily
Apartment
447
1,161,731
25
Male
46,559
Married
0
PhD
Employed
39.069972
Rural
Premium
0
6
437
1
2023-01-06 15:21:39.232526
Good
No
Daily
Apartment
20
1,161,732
27
Female
80,939
Divorced
3
Master's
Unemployed
17.639052
Urban
Comprehensive
1
7
447
4
2021-05-03 15:21:39.132191
Good
No
Rarely
House
549
1,161,733
45
Female
6,095
Single
4
Master's
Employed
19.93717
Suburban
Comprehensive
1
5
null
7
2022-07-05 15:21:39.134960
Average
Yes
Monthly
Condo
910
1,161,734
63
Male
null
Single
1
PhD
null
35.329212
Suburban
Premium
1
7
439
2
2020-12-07 15:21:39.098696
null
Yes
Rarely
House
2,859
1,161,735
18
Male
1,563
Divorced
4
Master's
Employed
36.793578
Suburban
Basic
2
3
null
5
2023-05-16 15:21:39.172097
Good
No
Monthly
Apartment
1,553
1,161,736
60
Male
17,001
Single
null
Master's
Unemployed
36.055737
Suburban
Comprehensive
1
13
null
8
2021-11-07 15:21:39.126661
Average
No
Weekly
Condo
1,556
1,161,737
39
Female
49,573
Single
0
High School
Self-Employed
19.857865
Suburban
Premium
null
16
744
5
2024-05-03 15:21:39.122134
Average
No
Weekly
House
66
1,161,738
54
Male
28,182
Married
4
High School
Self-Employed
40.012334
Suburban
Basic
0
13
489
5
2023-01-21 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,051
1,161,739
49
Male
909
Divorced
3
High School
Self-Employed
null
Suburban
Basic
1
1
790
9
2023-05-12 15:21:39.134960
Good
Yes
Weekly
Condo
1,073
1,161,740
58
Male
47,867
Divorced
2
PhD
Employed
4.869264
Rural
Comprehensive
2
11
718
8
2021-06-14 15:21:39.155231
Good
Yes
Daily
House
29
1,161,741
52
Female
12,963
Single
2
Bachelor's
Unemployed
47.169985
Urban
Comprehensive
null
10
667
1
2020-05-07 15:21:39.148733
Average
Yes
Weekly
House
1,534
1,161,742
50
Male
519
Married
2
PhD
Self-Employed
6.694064
Urban
Basic
0
1
467
2
2021-11-20 15:21:39.126661
Average
Yes
Rarely
House
1,879
1,161,743
64
Female
27,067
Divorced
4
Bachelor's
null
11.943243
Rural
Comprehensive
2
4
null
7
2020-02-28 15:21:39.134960
Good
Yes
Rarely
Condo
647
1,161,744
33
Male
479
Single
4
High School
Employed
8.693034
Suburban
Comprehensive
0
19
751
7
2022-05-09 15:21:39.271453
Poor
Yes
Rarely
Condo
2,696
1,161,745
43
Male
25,339
Single
2
High School
null
24.672448
Urban
Comprehensive
null
1
445
4
2021-01-06 15:21:39.282785
Average
No
Rarely
House
98
1,161,746
18
Male
2,420
Single
0
PhD
Unemployed
40.848907
Rural
Premium
2
3
549
8
2021-03-02 15:21:39.146733
Good
Yes
Monthly
Apartment
619
1,161,747
46
Male
15,333
Married
1
Master's
Unemployed
41.007925
Rural
Premium
0
19
678
9
2020-02-28 15:21:39.097737
Good
No
Rarely
House
1,740
1,161,748
32
Male
29,113
Single
3
High School
Self-Employed
28.005326
Urban
Premium
2
12
673
9
2024-06-29 15:21:39.210805
Poor
Yes
Weekly
Apartment
803
1,161,749
48
Male
3,487
Married
2
PhD
Self-Employed
15.688566
Urban
Basic
4
18
577
7
2020-06-25 15:21:39.179186
Average
Yes
Weekly
House
1,640
1,161,750
53
Female
4,067
Married
2
Master's
Unemployed
39.776231
Rural
Premium
0
5
null
7
2023-12-05 15:21:39.109552
Good
No
Monthly
House
225
1,161,751
47
Male
73,477
Married
2
Master's
null
20.845154
Suburban
Comprehensive
2
5
753
8
2021-04-12 15:21:39.237118
Good
Yes
Rarely
Condo
2,939
1,161,752
61
Female
17,984
Married
null
Bachelor's
Employed
25.99077
Rural
Basic
1
6
null
3
2023-05-19 15:21:39.091080
Poor
Yes
Weekly
Condo
1,144
1,161,753
24
Male
28,981
Divorced
2
PhD
Employed
20.070145
Suburban
Basic
3
13
328
6
2021-01-06 15:21:39.276901
Poor
Yes
Monthly
Apartment
1,090
1,161,754
58
Female
6,850
Single
4
Master's
Self-Employed
19.07552
Rural
Comprehensive
null
1
353
7
2020-10-04 15:21:39.175719
Average
Yes
Daily
Apartment
1,691
1,161,755
62
Female
5,542
Married
null
Master's
null
14.817417
Suburban
Basic
0
4
362
3
2023-10-05 15:21:39.146733
Poor
Yes
Weekly
House
621
1,161,756
57
Female
15,244
Single
null
High School
Self-Employed
32.847346
Suburban
Basic
null
9
596
1
2020-07-05 15:21:39.254678
Poor
No
Monthly
Condo
1,512
1,161,757
46
Female
27,281
Single
3
Bachelor's
null
51.816391
Suburban
Basic
1
16
794
8
2023-01-02 15:21:39.168099
Good
No
Rarely
Apartment
2,892
1,161,758
52
Male
1,324
Married
0
Master's
Employed
4.395065
Suburban
Premium
2
5
719
6
2020-08-20 15:21:39.237118
Average
Yes
Monthly
Apartment
716
1,161,759
61
Female
63,477
Divorced
1
Master's
Unemployed
15.914864
Urban
Comprehensive
1
7
598
1
2020-01-07 15:21:39.237118
Good
Yes
Weekly
Apartment
339
1,161,760
20
Female
81,244
Single
4
PhD
Employed
51.632107
Suburban
Basic
null
0
678
3
2020-01-28 15:21:39.134960
Average
Yes
Monthly
House
649
1,161,761
45
Female
58,182
Married
3
Bachelor's
Self-Employed
24.087892
Urban
Comprehensive
1
15
553
3
2020-06-05 15:21:39.120168
Poor
Yes
Daily
House
245
1,161,762
19
Female
28,401
Married
3
High School
Self-Employed
46.430312
Urban
Premium
null
5
661
9
2021-07-26 15:21:39.134960
Average
Yes
Daily
Condo
356
1,161,763
23
Female
60,575
Single
1
High School
Self-Employed
null
Urban
Comprehensive
null
11
589
5
2020-05-01 15:21:39.283783
Poor
No
Daily
Condo
2,038
1,161,764
45
Male
5,916
Divorced
0
Master's
null
14.485865
Suburban
Premium
null
13
801
4
2021-10-30 15:21:39.092127
Average
Yes
Monthly
Condo
1,305
1,161,765
22
Female
46,864
Divorced
null
Master's
Self-Employed
3.635964
Urban
Premium
null
8
704
9
2023-05-13 15:21:39.149731
null
No
Weekly
Condo
2,896
1,161,766
59
Male
2,737
Single
4
High School
Self-Employed
null
Rural
Premium
2
18
346
3
2022-07-10 15:21:39.233485
Poor
Yes
Daily
House
1,476
1,161,767
21
Female
2,754
Divorced
4
PhD
Self-Employed
16.867447
Urban
Premium
1
0
783
1
2024-01-22 15:21:39.237118
Average
No
Daily
House
28
1,161,768
27
Male
8,976
Married
2
High School
Unemployed
39.17392
Urban
Comprehensive
null
12
null
9
2024-03-04 15:21:39.129190
Good
No
Monthly
House
622
1,161,769
56
Male
21,300
Married
3
Bachelor's
Self-Employed
36.38305
Suburban
Basic
0
10
553
8
2024-05-17 15:21:39.272456
Good
Yes
Weekly
Apartment
1,750
1,161,770
25
Male
null
Single
3
Master's
Self-Employed
21.948277
Rural
Comprehensive
null
15
305
5
2021-04-01 15:21:39.237118
Poor
No
Rarely
Condo
1,890
1,161,771
53
Female
42,317
Single
null
Bachelor's
Unemployed
16.616732
Rural
Comprehensive
1
3
null
9
2024-08-13 15:21:39.189223
Poor
No
Weekly
Apartment
690
1,161,772
42
Male
66,719
Divorced
2
PhD
null
21.658842
Urban
Premium
null
13
615
9
2019-12-27 15:21:39.079128
Poor
No
Monthly
House
2,268
1,161,773
39
Female
133,369
Divorced
4
Master's
null
43.386664
Suburban
Premium
1
5
582
4
2022-02-09 15:21:39.094752
Poor
Yes
Weekly
Apartment
391
1,161,774
60
Male
17,684
Single
0
Master's
Employed
13.985543
Suburban
Comprehensive
null
0
638
5
2021-06-02 15:21:39.155231
Good
No
Rarely
House
500
1,161,775
25
Female
1,328
Divorced
1
PhD
Employed
20.818141
Urban
Comprehensive
1
8
511
5
2021-11-13 15:21:39.134960
Poor
No
Rarely
Apartment
612
1,161,776
19
Female
101
Married
1
PhD
Employed
35.619389
Urban
Premium
null
5
null
6
2021-01-25 15:21:39.250151
Poor
Yes
Weekly
Condo
2,105
1,161,777
21
Male
9,062
Married
2
High School
null
23.816053
Suburban
Premium
0
3
686
7
2020-11-02 15:21:39.134960
Poor
Yes
Rarely
Condo
645
1,161,778
61
Female
7,894
Single
4
Bachelor's
Unemployed
23.272198
Rural
Basic
0
19
588
5
2023-06-18 15:21:39.134960
Average
No
Weekly
Apartment
1,163
1,161,779
54
Female
918
Divorced
2
High School
Unemployed
9.924703
Urban
Basic
0
19
728
5
2020-03-20 15:21:39.143708
Average
No
Daily
Apartment
159
1,161,780
46
Female
28,761
Single
2
PhD
Unemployed
30.717366
Rural
Comprehensive
0
18
517
4
2021-09-02 15:21:39.085129
Poor
Yes
Weekly
Condo
524
1,161,781
23
Female
33,553
Married
3
PhD
Employed
38.272358
Urban
Comprehensive
1
18
808
7
2021-08-22 15:21:39.236064
Poor
Yes
Weekly
Apartment
1,878
1,161,782
19
Female
29,685
Single
0
High School
Employed
29.781769
Suburban
Premium
null
12
724
8
2024-04-20 15:21:39.171102
Poor
Yes
Rarely
Apartment
1,670
1,161,783
61
Female
17,587
Single
3
High School
Employed
37.829399
Rural
Comprehensive
null
10
695
1
2021-08-11 15:21:39.253660
Average
Yes
Monthly
Condo
981
1,161,784
48
Female
50,835
Married
4
Bachelor's
Self-Employed
53.818115
Suburban
Premium
0
7
776
4
2020-12-06 15:21:39.279729
Good
Yes
Rarely
Apartment
669
1,161,785
46
Female
126,481
Single
2
High School
Employed
32.442524
Urban
Comprehensive
null
15
607
3
2019-12-18 15:21:39.146733
Poor
Yes
Rarely
Apartment
2,431
1,161,786
23
Female
13,179
Single
4
Bachelor's
Unemployed
11.5879
Suburban
Premium
2
13
572
4
2021-10-01 15:21:39.147735
Poor
No
Rarely
House
129
1,161,787
33
Male
76,447
Divorced
3
High School
Self-Employed
11.123355
Urban
Premium
1
14
435
5
2019-12-02 15:21:39.128286
null
Yes
Weekly
House
1,761
1,161,788
44
Male
29,310
Divorced
3
PhD
Self-Employed
34.658037
Suburban
Basic
2
11
842
3
2019-08-21 15:21:39.102694
Average
Yes
Daily
House
812
1,161,789
20
Male
41,318
Married
4
Bachelor's
Unemployed
12.009542
Rural
Premium
1
13
520
8
2023-03-20 15:21:39.134960
Good
Yes
Daily
House
1,237
1,161,790
null
Male
15,585
Married
3
Master's
Unemployed
41.072706
Urban
Basic
null
17
835
6
2022-02-03 15:21:39.154008
Average
Yes
Daily
Condo
1,068
1,161,791
61
Female
1,448
Single
2
PhD
Employed
8.38692
Urban
Basic
2
4
749
5
2022-04-16 15:21:39.155231
Average
No
Monthly
House
629
1,161,792
null
Female
80,536
Married
3
Master's
Employed
32.865672
Rural
Comprehensive
2
16
722
2
2024-07-24 15:21:39.134960
Good
No
Monthly
Condo
382
1,161,793
44
Female
1,099
Single
null
Master's
Self-Employed
28.235519
Suburban
Comprehensive
null
8
381
3
2020-11-18 15:21:39.111551
Poor
Yes
Rarely
House
1,196
1,161,794
58
Male
8,062
Single
0
Bachelor's
null
9.8459
Rural
Comprehensive
0
18
603
8
2023-04-22 15:21:39.084065
Good
No
Monthly
House
571
1,161,795
48
Male
13,894
Married
1
Bachelor's
Employed
3.838292
Suburban
Basic
1
2
464
9
2021-04-27 15:21:39.225916
Good
No
Rarely
House
3,106
1,161,796
57
Male
30,676
Divorced
0
PhD
Self-Employed
14.736865
Urban
Basic
1
17
702
9
2020-04-15 15:21:39.204790
Poor
No
Monthly
Condo
733
1,161,797
46
Male
825
Married
0
Master's
null
null
Suburban
Comprehensive
0
2
695
9
2022-12-18 15:21:39.172097
Average
Yes
Rarely
Condo
1,557
1,161,798
19
Male
1,245
Divorced
4
Bachelor's
null
10.425829
Suburban
Basic
3
4
300
4
2020-06-05 15:21:39.261856
Poor
Yes
Monthly
Apartment
1,744
1,161,799
46
Male
10,625
Single
0
PhD
Self-Employed
32.369998
Urban
Comprehensive
1
8
566
6
2023-11-23 15:21:39.264504
Poor
Yes
Weekly
House
116