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
38,000
24
Male
38,614
Single
2
High School
null
28.724783
Rural
Comprehensive
null
14
543
8
2019-09-27 15:21:39.123711
Average
No
Weekly
Condo
1,145
38,001
46
Male
1,277
Married
3
PhD
Unemployed
46.848555
Suburban
Comprehensive
null
3
null
4
2021-08-20 15:21:39.134960
Poor
Yes
Daily
House
28
38,002
58
Male
43,858
Single
4
Master's
null
45.989936
Suburban
Comprehensive
1
4
587
4
2021-06-06 15:21:39.237118
Average
Yes
Rarely
House
1,168
38,003
45
Male
17,092
Single
4
Bachelor's
null
18.846209
Urban
Basic
0
9
849
4
2023-09-14 15:21:39.168099
Good
No
Weekly
Apartment
629
38,004
49
Male
3,998
Divorced
2
Master's
Unemployed
null
Rural
Basic
1
7
734
4
2022-08-18 15:21:39.083497
Good
No
Daily
Apartment
1,040
38,005
42
Female
67,373
Divorced
1
Master's
Employed
51.097227
Suburban
Comprehensive
1
2
null
9
2020-03-09 15:21:39.182597
Poor
Yes
Weekly
Apartment
1,305
38,006
35
Male
40,198
Married
null
Bachelor's
null
27.796667
Suburban
Comprehensive
1
0
502
1
2023-05-27 15:21:39.124659
Average
Yes
Weekly
Condo
2,671
38,007
49
Female
65,644
Divorced
0
PhD
null
13.090869
Urban
Basic
null
3
681
3
2023-03-17 15:21:39.223390
Poor
Yes
Daily
Condo
47
38,008
21
Female
31,618
Single
1
PhD
Unemployed
28.539407
Suburban
Comprehensive
2
7
769
5
2023-09-15 15:21:39.143708
Poor
Yes
Monthly
Condo
1,962
38,009
40
Male
3,698
Divorced
0
Bachelor's
Unemployed
47.095581
Suburban
Basic
3
8
622
9
2020-03-01 15:21:39.173834
Average
No
Weekly
Apartment
1,068
38,010
60
Male
10,862
Divorced
0
PhD
null
41.773356
Rural
Premium
2
7
662
6
2024-07-05 15:21:39.121169
Good
Yes
Weekly
Condo
596
38,011
45
Female
9,662
Single
4
PhD
Unemployed
29.251799
Rural
Comprehensive
1
0
334
6
2021-12-15 15:21:39.268507
Good
No
Weekly
Apartment
1,104
38,012
63
Female
9,892
Single
4
Master's
null
null
Rural
Basic
1
13
609
2
2023-06-27 15:21:39.205850
Average
Yes
Daily
Condo
643
38,013
24
Male
5,909
Divorced
3
Master's
null
null
Suburban
Basic
null
2
559
3
2023-09-20 15:21:39.192212
Poor
No
Rarely
Apartment
695
38,014
62
Male
23,451
Single
2
PhD
null
16.534672
Rural
Comprehensive
0
18
811
4
2021-07-08 15:21:39.155231
Average
Yes
Weekly
Condo
652
38,015
63
Male
10,039
Divorced
1
Master's
null
13.717605
Rural
Premium
0
6
799
6
2023-09-09 15:21:39.175719
Average
No
Rarely
Apartment
1,108
38,016
50
Female
63,556
Divorced
1
PhD
Unemployed
null
Rural
Premium
2
14
716
2
2019-09-08 15:21:39.205850
Average
Yes
Daily
Apartment
756
38,017
18
Male
28,983
Divorced
3
High School
Self-Employed
18.919383
Rural
Basic
1
12
null
5
2021-03-19 15:21:39.093681
Good
Yes
Rarely
Apartment
742
38,018
56
Male
22,457
Married
4
Bachelor's
Self-Employed
9.313401
Rural
Premium
2
6
739
5
2020-11-22 15:21:39.250151
Average
No
Rarely
House
81
38,019
40
Female
29,310
Single
2
Master's
null
8.922357
Suburban
Premium
null
2
393
1
2024-02-22 15:21:39.282785
Good
No
Rarely
Apartment
1,488
38,020
42
Female
142,743
Married
1
Bachelor's
Employed
40.724466
Suburban
Comprehensive
0
4
353
9
2022-12-30 15:21:39.276901
Poor
No
Daily
Apartment
2,366
38,021
21
Female
3,851
Divorced
1
Master's
Self-Employed
12.143585
Suburban
Premium
0
19
null
6
2023-10-22 15:21:39.251142
Good
No
Daily
Condo
3,156
38,022
27
Female
30,286
Married
1
PhD
Employed
16.285885
Suburban
Basic
0
3
399
6
2024-06-04 15:21:39.221386
Poor
Yes
Weekly
Apartment
24
38,023
46
Male
62,944
Married
null
PhD
Employed
24.746382
Urban
Premium
0
10
591
3
2021-04-07 15:21:39.121169
Poor
No
Monthly
Condo
241
38,024
51
Female
39,766
Married
3
Bachelor's
Employed
34.168635
Suburban
Premium
null
6
806
4
2024-07-11 15:21:39.107553
Average
No
Daily
House
581
38,025
43
Male
25,776
Divorced
null
Master's
Employed
21.966183
Suburban
Basic
1
12
null
4
2023-07-27 15:21:39.134960
Good
Yes
Rarely
Apartment
1,448
38,026
64
Male
24,299
Married
4
Bachelor's
null
38.25307
Suburban
Premium
1
11
806
3
2022-09-17 15:21:39.232526
Average
No
Daily
Apartment
932
38,027
56
Male
3,246
null
2
PhD
null
36.642585
Rural
Basic
0
10
350
1
2022-05-27 15:21:39.281787
Average
No
Rarely
House
788
38,028
42
Female
43,896
Married
4
High School
Unemployed
26.029749
Urban
Premium
null
3
582
5
2019-10-17 15:21:39.093681
Good
No
Daily
Condo
2,916
38,029
62
Female
539
Married
0
Master's
Employed
40.056137
Urban
Basic
null
1
761
7
2019-11-04 15:21:39.221386
Average
No
Monthly
House
3,106
38,030
59
Female
8,072
Married
4
High School
null
47.257641
Suburban
Comprehensive
0
13
761
3
2020-05-06 15:21:39.155231
Good
Yes
Daily
Apartment
495
38,031
46
Male
49,897
Single
2
PhD
Self-Employed
49.88115
Suburban
Comprehensive
null
16
441
2
2019-10-28 15:21:39.272456
Average
Yes
Weekly
House
631
38,032
30
Female
16,096
Divorced
3
High School
Employed
20.912354
Rural
Comprehensive
1
10
705
2
2024-08-05 15:21:39.237118
Poor
Yes
Monthly
Condo
1,400
38,033
24
Male
2,483
Divorced
1
PhD
Self-Employed
29.934107
Urban
Comprehensive
2
3
548
3
2020-08-03 15:21:39.280784
Poor
No
Weekly
House
25
38,034
46
Male
2,344
null
0
Bachelor's
Unemployed
32.135914
Suburban
Premium
0
10
595
7
2022-08-27 15:21:39.134960
Average
Yes
Monthly
Condo
3,921
38,035
35
Male
3,858
Married
1
PhD
Self-Employed
24.929342
Suburban
Premium
3
18
554
1
2022-09-14 15:21:39.155231
Poor
Yes
Rarely
Condo
1,121
38,036
27
Female
39,791
Single
3
Master's
Employed
24.715185
Urban
Basic
null
9
805
9
2023-07-03 15:21:39.254678
Good
No
Weekly
Apartment
1,081
38,037
54
Female
86,753
Married
4
Master's
null
14.744151
Rural
Comprehensive
0
12
725
4
2021-11-02 15:21:39.092127
Average
No
Monthly
Condo
281
38,038
22
Male
16,058
Married
4
High School
null
32.066014
Rural
Premium
0
9
690
1
2022-07-20 15:21:39.245086
Good
No
Daily
Condo
497
38,039
55
Female
12,053
Married
3
PhD
Employed
19.813455
Urban
Premium
2
10
515
5
2021-12-24 15:21:39.185215
Good
No
Daily
Condo
846
38,040
28
Female
57,194
null
0
Master's
Unemployed
9.819222
Rural
Basic
null
19
512
6
2024-06-11 15:21:39.198406
Good
Yes
Rarely
Apartment
645
38,041
53
Female
114,781
Married
3
Master's
null
42.760799
Suburban
Basic
1
9
538
1
2021-01-21 15:21:39.202448
Poor
No
Monthly
Condo
115
38,042
22
Female
29,253
Married
1
Bachelor's
Unemployed
null
Rural
Basic
null
11
522
4
2021-10-04 15:21:39.249100
null
No
Monthly
Condo
1,069
38,043
27
Female
44,982
Married
null
Bachelor's
Employed
null
Suburban
Comprehensive
2
0
718
7
2022-01-05 15:21:39.192212
Poor
No
Weekly
Condo
863
38,044
33
Female
18,815
Married
null
Bachelor's
null
20.918609
Urban
Comprehensive
null
9
323
1
2020-05-08 15:21:39.134960
Good
No
Rarely
House
623
38,045
21
Female
23,906
Married
0
Master's
Unemployed
40.097385
Suburban
Comprehensive
1
17
692
4
2021-04-30 15:21:39.155231
Average
No
Rarely
Apartment
681
38,046
55
Female
13,566
Married
1
Master's
null
28.372817
Urban
Premium
1
4
660
5
2023-08-12 15:21:39.183598
Good
Yes
Weekly
Apartment
549
38,047
50
Male
947
Divorced
4
Bachelor's
null
39.928341
Urban
Basic
2
8
704
4
2020-05-29 15:21:39.144722
Average
Yes
Weekly
House
762
38,048
55
Female
39,726
Divorced
2
Master's
null
36.858568
Suburban
Comprehensive
null
4
538
5
2022-08-24 15:21:39.209847
Poor
No
Monthly
Apartment
1,546
38,049
57
Male
26,102
Divorced
3
High School
null
3.45357
Suburban
Premium
0
8
361
2
2023-06-18 15:21:39.202448
Good
Yes
Monthly
Condo
1,018
38,050
58
Male
36,617
Married
2
High School
null
10.774721
Rural
Basic
null
13
830
5
2020-07-14 15:21:39.094752
Poor
Yes
Weekly
Apartment
439
38,051
25
Female
63,348
Divorced
2
Bachelor's
null
8.599438
Urban
Premium
1
8
488
4
2022-05-02 15:21:39.149731
Poor
No
Monthly
House
26
38,052
62
Female
62,914
Divorced
3
Bachelor's
Employed
25.716018
Rural
Basic
2
16
364
2
2020-08-29 15:21:39.189223
Good
No
Rarely
Condo
1,546
38,053
53
Female
8,056
Single
0
Master's
Employed
7.39588
Urban
Premium
null
0
632
3
2022-04-28 15:21:39.192212
Average
Yes
Weekly
Apartment
452
38,054
56
Male
34,108
Married
null
Master's
Employed
15.047814
Urban
Comprehensive
1
15
494
7
2022-02-23 15:21:39.117183
Poor
Yes
Monthly
House
34
38,055
52
Male
11,278
Married
1
High School
null
15.935347
Urban
Premium
0
19
699
1
2020-06-09 15:21:39.151732
Good
No
Daily
House
1,078
38,056
51
Female
null
Married
1
Bachelor's
Self-Employed
null
Rural
Comprehensive
3
2
478
8
2020-11-20 15:21:39.188220
Poor
No
Monthly
House
1,559
38,057
33
Male
25,211
Divorced
3
Master's
Self-Employed
19.724322
Urban
Premium
null
18
572
6
2023-10-30 15:21:39.087123
Good
Yes
Rarely
Apartment
1,256
38,058
40
Female
25,554
Divorced
1
Bachelor's
Self-Employed
38.356694
Rural
Comprehensive
0
13
609
4
2024-02-15 15:21:39.085129
Poor
No
Rarely
Apartment
467
38,059
32
Female
45,838
Single
1
PhD
null
18.769513
Urban
Basic
null
17
444
6
2024-02-19 15:21:39.134960
Good
No
Daily
Apartment
453
38,060
36
Male
33,103
Married
3
PhD
Unemployed
47.779827
Rural
Comprehensive
null
16
477
5
2021-09-22 15:21:39.245086
Good
No
Weekly
House
1,563
38,061
25
Male
20,517
Single
0
Bachelor's
Self-Employed
19.865962
Urban
Basic
null
10
540
7
2020-01-18 15:21:39.097737
Poor
Yes
Weekly
House
205
38,062
48
Male
49,869
Married
0
Master's
Employed
22.8393
Rural
Comprehensive
2
6
439
6
2021-01-18 15:21:39.237118
Average
Yes
Daily
House
553
38,063
32
Male
38,830
Single
3
Master's
Employed
8.86012
Rural
Comprehensive
2
18
565
5
2024-08-11 15:21:39.116179
Average
No
Daily
Apartment
577
38,064
46
Male
69,086
Divorced
null
High School
null
34.244922
Rural
Premium
2
10
715
2
2021-05-08 15:21:39.192212
Poor
No
Weekly
House
36
38,065
63
Male
24,702
Single
3
PhD
null
36.067119
Urban
Premium
null
8
null
3
2022-12-07 15:21:39.180553
Poor
No
Monthly
House
2,443
38,066
32
Female
10,069
Divorced
4
Bachelor's
Self-Employed
21.966188
Urban
Premium
null
1
382
9
2021-02-03 15:21:39.254678
null
No
Weekly
House
1,544
38,067
47
Female
24,327
Married
2
PhD
Unemployed
14.287867
Suburban
Comprehensive
2
3
null
2
2021-02-25 15:21:39.155231
Average
Yes
Monthly
Condo
575
38,068
47
Male
12,459
Divorced
1
High School
null
42.685548
Suburban
Basic
null
3
690
6
2019-11-12 15:21:39.082499
Average
No
Monthly
Condo
827
38,069
52
Male
139,492
Single
4
High School
null
48.266519
Suburban
Comprehensive
1
10
688
5
2021-02-06 15:21:39.111551
null
No
Rarely
Apartment
2,022
38,070
39
Female
39,275
Divorced
null
High School
null
9.964565
Urban
Basic
null
8
395
6
2023-07-05 15:21:39.285112
Average
No
Daily
Apartment
861
38,071
41
Female
28,198
Divorced
0
High School
Self-Employed
44.264435
Suburban
Comprehensive
1
5
812
7
2020-03-24 15:21:39.134960
Good
No
Rarely
House
3,167
38,072
50
Female
1,101
Single
4
PhD
Employed
18.017039
Urban
Premium
0
6
589
6
2020-02-21 15:21:39.134960
Poor
No
Rarely
Apartment
1,872
38,073
38
Male
18,092
Married
1
PhD
Self-Employed
33.603529
Rural
Comprehensive
0
8
566
2
2021-11-22 15:21:39.134960
Good
No
Weekly
House
1,180
38,074
54
Female
37,123
Single
1
Bachelor's
Self-Employed
25.420095
Suburban
Comprehensive
1
8
null
5
2021-11-26 15:21:39.164044
Poor
No
Monthly
Condo
567
38,075
58
Female
10,039
Single
3
High School
null
28.250107
Urban
Basic
0
9
716
5
2020-05-15 15:21:39.237118
Good
No
Rarely
Apartment
793
38,076
19
Female
15,860
Single
3
Bachelor's
Employed
26.282544
Rural
Basic
0
14
351
3
2022-01-19 15:21:39.155231
Average
Yes
Daily
Condo
934
38,077
52
Male
13,095
Married
2
Bachelor's
null
12.598841
Urban
Basic
1
11
null
8
2022-03-10 15:21:39.110557
Good
No
Daily
Apartment
284
38,078
47
Male
1,101
Single
3
High School
null
null
Suburban
Premium
2
2
699
2
2021-11-11 15:21:39.155231
Poor
Yes
Weekly
Apartment
1,581
38,079
35
Female
38,212
Divorced
1
PhD
Unemployed
35.955259
Urban
Comprehensive
1
17
772
5
2022-06-23 15:21:39.092127
Good
No
Weekly
Condo
2,094
38,080
53
Female
24,299
Married
4
Bachelor's
Employed
null
Suburban
Premium
3
13
706
6
2021-05-30 15:21:39.194829
Average
No
Rarely
House
537
38,081
19
Male
57,589
Divorced
2
Master's
Unemployed
9.037203
Suburban
Comprehensive
0
10
458
8
2022-06-22 15:21:39.233998
Poor
No
Monthly
Apartment
2,040
38,082
19
Female
47,480
Single
4
Bachelor's
Employed
45.442495
Suburban
Basic
1
4
486
4
2022-09-05 15:21:39.167099
Poor
No
Monthly
Condo
2,211
38,083
46
Female
14,712
Single
4
High School
Employed
14.714737
Rural
Premium
0
10
527
2
2024-06-17 15:21:39.144722
Good
Yes
Weekly
Apartment
122
38,084
62
Male
24,861
Single
3
High School
Unemployed
11.156725
Rural
Comprehensive
2
0
null
2
2021-11-14 15:21:39.237118
Good
No
Rarely
Condo
2,175
38,085
59
Male
6,823
Divorced
4
Bachelor's
Employed
23.933761
Suburban
Basic
null
8
791
2
2020-12-25 15:21:39.237118
Good
No
Weekly
House
966
38,086
57
Female
6,959
Divorced
2
PhD
null
16.675426
Urban
Basic
0
6
692
4
2020-06-13 15:21:39.154008
Poor
No
Rarely
House
1,016
38,087
51
Male
null
Married
2
High School
null
19.829151
Rural
Basic
null
1
635
3
2023-08-23 15:21:39.247098
Poor
Yes
Daily
Apartment
143
38,088
62
Female
11,995
Single
null
Master's
Unemployed
42.904116
Urban
Premium
null
7
307
7
2022-06-14 15:21:39.148733
Poor
Yes
Weekly
Apartment
1,410
38,089
64
Male
94,020
Divorced
4
PhD
null
36.818295
Suburban
Comprehensive
1
0
null
8
2021-11-04 15:21:39.118178
Good
Yes
Daily
House
216
38,090
47
Female
23,991
Divorced
3
Bachelor's
Employed
14.555441
Suburban
Comprehensive
null
14
703
8
2024-04-09 15:21:39.134960
Poor
No
Weekly
House
671
38,091
39
Male
81,604
Divorced
3
PhD
Self-Employed
20.912896
Rural
Basic
1
13
759
6
2022-11-03 15:21:39.174719
Average
No
Monthly
Condo
382
38,092
46
Male
39,603
Married
4
High School
Self-Employed
3.898076
Suburban
Premium
0
16
542
2
2023-02-23 15:21:39.129190
Average
No
Daily
Condo
483
38,093
36
Female
35,981
Divorced
4
Bachelor's
Unemployed
16.703213
Rural
Comprehensive
1
14
314
8
2022-09-12 15:21:39.134819
Good
No
Monthly
Condo
463
38,094
27
Female
35,178
Single
null
Master's
Self-Employed
18.071326
Suburban
Basic
1
18
487
1
2019-11-26 15:21:39.290098
Poor
No
Weekly
House
934
38,095
37
Female
23,228
Divorced
0
PhD
null
15.726853
Rural
Basic
0
7
null
4
2021-08-01 15:21:39.084065
Average
Yes
Monthly
House
565
38,096
37
Female
5,030
Single
0
Bachelor's
Employed
19.928342
Rural
Comprehensive
0
18
535
5
2022-10-04 15:21:39.260856
Good
No
Weekly
House
1,377
38,097
61
Male
44,335
Divorced
0
Bachelor's
Self-Employed
null
Rural
Premium
2
12
758
1
2021-10-07 15:21:39.189223
Poor
Yes
Rarely
House
1,335
38,098
64
Male
29,078
Divorced
1
Master's
null
47.120976
Suburban
Basic
null
14
508
3
2020-09-02 15:21:39.090124
Poor
No
Rarely
House
1,273
38,099
19
Male
8,069
Married
3
Bachelor's
null
20.858282
Suburban
Comprehensive
null
2
null
1
2022-03-16 15:21:39.252145
Poor
No
Weekly
Apartment
1,067