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
36,000
42
Female
132,928
Single
4
PhD
null
6.782115
Suburban
Comprehensive
0
16
391
5
2022-12-03 15:21:39.098696
Average
No
Daily
House
524
36,001
42
Female
18,341
Single
2
High School
Unemployed
32.390418
Suburban
Comprehensive
0
8
681
8
2021-12-15 15:21:39.094752
Average
Yes
Daily
Condo
803
36,002
29
Male
11,929
Single
2
High School
null
21.095272
Urban
Comprehensive
null
0
757
2
2021-08-26 15:21:39.273973
Poor
Yes
Rarely
House
1,077
36,003
19
Male
10,049
Divorced
4
Master's
null
21.86726
Urban
Comprehensive
2
13
678
2
2020-01-03 15:21:39.121169
Good
No
Weekly
Condo
774
36,004
37
Female
5,088
Single
null
Master's
null
16.038609
Suburban
Basic
0
7
646
4
2020-11-08 15:21:39.179186
Good
No
Monthly
Condo
695
36,005
20
Male
96,985
Divorced
0
High School
Employed
null
Rural
Comprehensive
3
12
657
2
2019-09-11 15:21:39.215386
Poor
No
Rarely
Condo
2,299
36,006
42
Male
38,323
Single
1
Bachelor's
Self-Employed
21.783777
Urban
Basic
0
18
797
5
2020-08-25 15:21:39.288099
Good
No
Rarely
House
672
36,007
22
Male
4,536
Married
4
Master's
Self-Employed
40.281135
Suburban
Premium
2
18
786
1
2020-01-11 15:21:39.113566
Good
No
Rarely
Apartment
671
36,008
40
Male
10,791
Single
null
High School
Employed
18.012965
Urban
Premium
null
18
595
1
2023-03-09 15:21:39.271453
Good
No
Rarely
Condo
273
36,009
37
Male
124,952
Married
null
Bachelor's
null
41.81463
Rural
Comprehensive
null
17
807
7
2021-02-19 15:21:39.202448
Average
No
Weekly
Apartment
116
36,010
27
Female
44,335
Married
3
High School
Unemployed
34.974805
Rural
Basic
0
7
381
1
2022-11-01 15:21:39.252145
Average
Yes
Monthly
House
1,197
36,011
23
Female
null
Divorced
0
PhD
Unemployed
19.823994
Rural
Comprehensive
null
6
599
5
2021-04-30 15:21:39.265513
Average
Yes
Rarely
Condo
158
36,012
21
Male
2,718
Married
3
PhD
null
14.311327
Rural
Premium
2
15
834
3
2021-06-15 15:21:39.251142
Average
No
Weekly
Condo
496
36,013
20
Male
21,527
Divorced
1
Bachelor's
null
26.84597
Urban
Premium
null
9
514
4
2022-09-21 15:21:39.134960
Good
Yes
Weekly
House
93
36,014
22
Female
868
Divorced
1
Bachelor's
Unemployed
25.756434
Suburban
Comprehensive
null
4
null
5
2023-11-19 15:21:39.176717
Good
No
Weekly
House
48
36,015
51
Female
2,445
Married
1
Master's
null
34.722669
Rural
Basic
2
3
543
2
2023-09-09 15:21:39.182597
Average
Yes
Daily
House
1,284
36,016
null
Male
8,982
Married
null
Master's
null
28.868582
Rural
Premium
null
1
479
1
2022-03-25 15:21:39.134960
Average
Yes
Daily
House
954
36,017
22
Male
16,749
Married
2
Bachelor's
null
20.838468
Rural
Basic
0
3
773
7
2020-12-08 15:21:39.148733
Average
Yes
Daily
Condo
261
36,018
64
Male
39,069
Single
null
Bachelor's
Employed
35.234474
Rural
Premium
null
19
697
1
2019-10-19 15:21:39.193945
Poor
No
Monthly
Condo
1,519
36,019
36
Male
3,318
Divorced
3
Master's
Unemployed
34.695517
Suburban
Basic
3
7
829
1
2020-07-03 15:21:39.145732
Average
Yes
Daily
Apartment
492
36,020
25
Male
23,474
Single
2
Bachelor's
Employed
21.393891
Suburban
Premium
1
10
557
6
2024-04-13 15:21:39.182597
Poor
Yes
Monthly
House
111
36,021
20
Female
2,941
Single
4
High School
Unemployed
13.885468
Urban
Comprehensive
0
15
478
5
2022-09-03 15:21:39.172097
Good
Yes
Rarely
House
1,330
36,022
64
Female
2,371
Married
1
Bachelor's
Self-Employed
null
Suburban
Basic
0
4
588
3
2021-07-31 15:21:39.263607
Poor
Yes
Weekly
House
2,391
36,023
44
Male
5,541
Married
0
High School
Employed
43.083673
Rural
Premium
2
19
634
3
2020-11-09 15:21:39.244069
Average
Yes
Weekly
Apartment
1,374
36,024
53
Female
24,897
Divorced
4
Bachelor's
null
20.141933
Urban
Basic
0
19
607
7
2023-07-22 15:21:39.098696
Poor
No
Rarely
Condo
627
36,025
20
Female
14,077
Single
0
High School
Unemployed
42.4499
Suburban
Basic
1
10
515
3
2021-10-29 15:21:39.134960
Average
Yes
Monthly
Condo
778
36,026
54
Male
1,089
Single
3
Bachelor's
Self-Employed
41.381412
Urban
Comprehensive
0
1
452
1
2020-07-14 15:21:39.237118
Average
Yes
Weekly
Apartment
597
36,027
33
Female
5,812
Divorced
0
Master's
Unemployed
11.904708
Suburban
Basic
2
1
671
1
2023-01-02 15:21:39.224915
Good
Yes
Rarely
Apartment
2,379
36,028
23
Female
3,715
Divorced
2
PhD
null
11.99987
Urban
Premium
null
8
678
9
2024-03-21 15:21:39.134960
Average
No
Rarely
House
2,519
36,029
50
Male
43,986
Divorced
1
PhD
null
24.597725
Rural
Premium
null
18
535
5
2021-08-02 15:21:39.098696
Poor
Yes
Monthly
Apartment
1,069
36,030
41
Male
18,693
Married
4
Bachelor's
null
25.589844
Suburban
Basic
0
1
null
8
2020-05-31 15:21:39.120168
Good
Yes
Monthly
Apartment
1,297
36,031
40
Female
29,095
Divorced
0
High School
Unemployed
4.448517
Urban
Comprehensive
null
6
577
9
2022-09-02 15:21:39.276901
Poor
Yes
Daily
Condo
645
36,032
55
Female
918
Divorced
0
Bachelor's
null
12.147801
Urban
Premium
1
10
456
7
2021-02-16 15:21:39.146733
Good
No
Daily
House
617
36,033
37
Male
5,913
Single
0
PhD
Employed
28.881175
Suburban
Basic
1
19
739
7
2023-11-16 15:21:39.223901
Average
No
Weekly
Apartment
829
36,034
44
Female
27,804
Divorced
3
High School
null
14.908228
Rural
Comprehensive
0
13
614
4
2022-07-27 15:21:39.237118
Poor
No
Weekly
House
703
36,035
62
Female
30,429
Divorced
2
High School
Unemployed
20.991884
Urban
Premium
0
14
511
6
2024-06-20 15:21:39.144722
Average
Yes
Daily
Condo
531
36,036
60
Female
24,591
Divorced
3
PhD
null
40.506539
Suburban
Basic
null
17
513
2
2020-09-15 15:21:39.126661
Average
Yes
Rarely
Condo
1,475
36,037
43
Male
16,076
null
1
High School
null
21.723101
Rural
Comprehensive
0
6
622
7
2023-07-10 15:21:39.180553
Average
No
Weekly
Apartment
1,048
36,038
40
Female
51,143
Divorced
null
Bachelor's
null
26.464848
Rural
Premium
0
16
483
6
2021-05-14 15:21:39.155061
null
No
Monthly
Condo
339
36,039
47
Male
40,625
Divorced
3
Master's
null
36.989835
Rural
Basic
null
19
772
5
2022-10-21 15:21:39.263607
Average
Yes
Monthly
Apartment
1,439
36,040
49
Female
2,514
Divorced
2
High School
Employed
13.591022
Rural
Basic
null
15
457
8
2022-01-01 15:21:39.080440
Poor
Yes
Rarely
House
257
36,041
45
Female
34,961
Divorced
1
Master's
null
20.847784
Urban
Basic
null
14
306
1
2020-12-22 15:21:39.282785
Poor
Yes
Monthly
Condo
2,118
36,042
52
Male
15,297
Married
4
High School
null
13.643357
Suburban
Basic
1
10
710
3
2020-12-05 15:21:39.261856
Good
No
Weekly
House
985
36,043
23
Male
598
Divorced
2
Master's
Employed
52.074502
Urban
Basic
3
19
552
1
2022-10-04 15:21:39.155231
Good
Yes
Daily
Apartment
2,211
36,044
37
Female
28,017
Divorced
2
Bachelor's
Self-Employed
34.281898
Urban
Comprehensive
2
0
null
3
2020-06-26 15:21:39.279729
Poor
No
Monthly
Apartment
523
36,045
64
Male
4,515
Divorced
2
Master's
Self-Employed
30.147702
Rural
Premium
null
7
488
9
2024-07-21 15:21:39.134960
Average
Yes
Daily
Apartment
1,312
36,046
21
Female
16,076
Married
2
PhD
Self-Employed
6.481689
Rural
Comprehensive
null
12
635
2
2019-09-18 15:21:39.209847
Good
Yes
Daily
Condo
1,229
36,047
64
Female
64,840
Married
0
High School
Self-Employed
19.29891
Rural
Basic
null
4
437
7
2021-09-27 15:21:39.237118
Poor
Yes
Monthly
House
1,752
36,048
42
Female
7,894
Married
0
High School
null
24.824401
Urban
Basic
0
17
844
5
2023-05-01 15:21:39.134960
Average
Yes
Monthly
House
1,637
36,049
48
Male
23,952
Single
1
High School
null
30.908646
Urban
Premium
null
19
629
6
2021-11-04 15:21:39.188220
Good
No
Weekly
Apartment
946
36,050
24
Male
9,092
Single
4
High School
null
35.843998
Rural
Basic
0
16
662
7
2024-07-12 15:21:39.134960
Poor
Yes
Daily
Condo
861
36,051
63
Male
33,013
Married
0
PhD
Employed
29.81711
Suburban
Premium
1
16
775
2
2022-11-13 15:21:39.134960
Average
No
Rarely
Condo
716
36,052
24
Female
2,667
Divorced
0
Master's
null
23.262362
Urban
Comprehensive
2
4
null
6
2020-11-23 15:21:39.107553
Poor
Yes
Monthly
Apartment
522
36,053
44
Female
70,814
Divorced
0
PhD
Unemployed
42.618722
Rural
Premium
null
0
436
8
2023-07-26 15:21:39.255696
Poor
Yes
Weekly
Condo
327
36,054
46
Female
75,105
Married
null
PhD
null
11.472432
Suburban
Comprehensive
1
7
696
1
2019-11-07 15:21:39.148733
Average
Yes
Monthly
Apartment
2,675
36,055
42
Female
28,897
Divorced
3
PhD
Unemployed
20.818557
Rural
Basic
null
11
725
5
2023-08-18 15:21:39.202448
Average
No
Weekly
Apartment
712
36,056
25
Female
14,785
Divorced
1
PhD
Employed
43.828979
Suburban
Basic
1
11
null
5
2021-05-09 15:21:39.171102
Good
No
Monthly
House
759
36,057
null
Male
50,731
Single
2
High School
Employed
45.672652
Suburban
Comprehensive
3
9
460
8
2022-03-02 15:21:39.134960
Average
No
Rarely
House
1,746
36,058
44
Male
188
Married
0
PhD
Self-Employed
18.582715
Rural
Premium
2
4
822
8
2019-08-26 15:21:39.226954
Good
No
Weekly
House
182
36,059
38
Male
null
Married
3
High School
null
32.185976
Rural
Premium
null
9
null
2
2024-04-02 15:21:39.155231
Poor
No
Monthly
Apartment
101
36,060
29
Female
301
Single
0
Bachelor's
Employed
46.172386
Rural
Basic
2
1
780
2
2020-08-15 15:21:39.134960
Average
Yes
Weekly
Apartment
1,207
36,061
33
Female
2,853
Married
1
PhD
null
53.51874
Suburban
Basic
0
15
null
3
2021-11-05 15:21:39.155231
Good
No
Daily
Condo
1,581
36,062
45
Female
4,089
Married
0
Bachelor's
Unemployed
17.585518
Rural
Comprehensive
null
16
371
7
2023-01-22 15:21:39.202448
Good
No
Weekly
Apartment
934
36,063
22
Male
80,198
Married
3
High School
null
10.695578
Urban
Premium
0
9
null
2
2023-04-12 15:21:39.235012
Poor
Yes
Rarely
Apartment
116
36,064
33
Female
22,487
Married
3
Master's
Self-Employed
32.528521
Rural
Premium
1
12
571
1
2022-10-13 15:21:39.179186
Good
Yes
Monthly
House
1,984
36,065
31
Female
121,434
Single
4
High School
Self-Employed
14.596892
Rural
Comprehensive
4
7
664
6
2021-03-25 15:21:39.263432
Good
Yes
Daily
Apartment
275
36,066
40
Female
45,697
Married
2
Master's
Employed
29.323538
Rural
Comprehensive
0
2
783
7
2020-06-04 15:21:39.218388
Average
Yes
Monthly
Condo
1,148
36,067
23
Female
null
Married
2
PhD
Self-Employed
17.734286
Rural
Comprehensive
null
2
644
4
2019-12-26 15:21:39.095696
Average
No
Monthly
Condo
38
36,068
44
Male
447
Married
3
PhD
null
51.606788
Suburban
Comprehensive
0
12
363
1
2020-06-19 15:21:39.134960
Poor
Yes
Monthly
House
1,503
36,069
52
Male
29,865
Married
0
Master's
null
13.944278
Urban
Comprehensive
0
17
766
5
2021-02-20 15:21:39.094752
Poor
No
Rarely
Apartment
619
36,070
39
Female
37,049
Single
4
High School
null
6.847779
Suburban
Comprehensive
1
3
678
4
2021-01-28 15:21:39.081504
Good
Yes
Daily
House
1,537
36,071
32
Male
24,249
Married
4
High School
Self-Employed
4.148974
Urban
Premium
null
7
590
5
2020-04-20 15:21:39.089116
Poor
No
Monthly
Condo
946
36,072
59
Male
3,972
Married
2
Master's
null
20.826207
Suburban
Premium
1
14
404
8
2024-06-21 15:21:39.280784
Average
No
Daily
Apartment
1,365
36,073
null
Female
27,281
Divorced
2
Bachelor's
null
36.929889
Rural
Basic
0
6
519
3
2022-09-04 15:21:39.183598
Good
Yes
Weekly
Condo
32
36,074
61
Male
130,112
Divorced
2
PhD
null
33.697678
Urban
Comprehensive
null
18
509
3
2022-12-06 15:21:39.126661
Average
No
Weekly
House
2,468
36,075
34
Female
80,110
Married
1
High School
Self-Employed
5.946952
Suburban
Comprehensive
2
17
512
2
2020-12-05 15:21:39.154008
Good
No
Monthly
Apartment
2,979
36,076
55
Male
25,551
Divorced
2
PhD
Unemployed
50.454294
Suburban
Comprehensive
0
1
697
9
2022-12-02 15:21:39.237118
Good
No
Weekly
House
1,495
36,077
59
Female
3,859
Single
1
PhD
null
34.79259
Rural
Comprehensive
1
15
710
7
2020-05-08 15:21:39.102694
Average
No
Daily
Condo
1,992
36,078
42
Male
40,982
Married
1
High School
Employed
null
Suburban
Basic
null
0
665
8
2020-08-17 15:21:39.109552
Average
No
Weekly
Condo
815
36,079
62
Female
25,786
Married
null
Bachelor's
null
24.587076
Rural
Basic
4
11
569
1
2024-08-13 15:21:39.248098
Good
Yes
Daily
Apartment
951
36,080
60
Male
3,765
Married
2
High School
Unemployed
35.868285
Rural
Comprehensive
0
11
659
3
2020-04-16 15:21:39.268507
null
No
Rarely
House
431
36,081
21
Male
33,405
Single
3
Master's
Unemployed
17.898143
Urban
Basic
0
0
541
7
2023-08-16 15:21:39.282785
Average
Yes
Rarely
Condo
1,583
36,082
32
Female
2,832
Divorced
4
Master's
Unemployed
35.602654
Urban
Premium
1
1
754
8
2021-07-12 15:21:39.207847
Average
No
Rarely
House
2,102
36,083
52
Male
4,624
Single
2
Bachelor's
null
23.361815
Rural
Basic
0
16
443
8
2022-03-19 15:21:39.155231
Average
No
Monthly
House
49
36,084
40
Female
94,720
Single
2
High School
Self-Employed
27.717878
Urban
Comprehensive
null
18
null
3
2023-08-06 15:21:39.177724
Poor
No
Weekly
Condo
234
36,085
58
Female
7,081
Married
null
High School
Unemployed
32.959588
Urban
Basic
0
3
585
1
2020-02-10 15:21:39.092127
Good
Yes
Rarely
House
1,067
36,086
48
Female
17,086
Single
4
Bachelor's
Employed
8.982331
Suburban
Premium
null
5
825
7
2021-01-28 15:21:39.134960
Good
No
Monthly
Apartment
2,561
36,087
54
Female
106,557
Divorced
4
High School
Employed
3.913464
Suburban
Premium
0
13
352
8
2024-08-09 15:21:39.270454
null
No
Weekly
House
909
36,088
49
Male
91,637
Married
4
Master's
Self-Employed
21.066915
Rural
Basic
null
15
380
8
2022-09-08 15:21:39.171102
Average
No
Daily
Apartment
2,590
36,089
57
Male
13,534
Married
0
Master's
Employed
6.618716
Suburban
Comprehensive
0
10
666
2
2021-10-19 15:21:39.152732
Good
No
Weekly
Apartment
719
36,090
54
Female
8,364
Married
0
Bachelor's
Self-Employed
49.619105
Suburban
Basic
0
4
315
6
2021-11-13 15:21:39.151732
Good
Yes
Rarely
Condo
718
36,091
59
Female
4,081
Divorced
0
Bachelor's
null
33.186635
Rural
Premium
0
8
482
8
2022-12-08 15:21:39.199447
Good
No
Monthly
House
2,953
36,092
39
Female
71,867
Single
0
Bachelor's
Employed
32.973392
Rural
Comprehensive
0
4
441
7
2021-10-21 15:21:39.166062
Average
No
Rarely
Apartment
150
36,093
20
Female
102,027
Single
4
High School
null
14.557428
Urban
Basic
null
11
307
8
2023-04-21 15:21:39.282785
Average
Yes
Weekly
House
1,723
36,094
60
Female
129,113
Single
1
High School
Self-Employed
15.644523
Suburban
Premium
0
8
570
8
2021-09-05 15:21:39.168099
Good
Yes
Monthly
Condo
129
36,095
22
Female
11,613
Single
4
High School
Self-Employed
32.004778
Urban
Comprehensive
1
1
null
1
2020-09-03 15:21:39.134960
null
Yes
Weekly
Condo
406
36,096
25
Male
29,096
Single
1
Master's
Self-Employed
18.782163
Suburban
Comprehensive
null
7
534
2
2021-06-26 15:21:39.211806
null
Yes
Monthly
Apartment
767
36,097
30
Male
5,785
Single
2
PhD
Self-Employed
14.055492
Suburban
Comprehensive
2
18
772
6
2023-07-09 15:21:39.208842
Good
Yes
Rarely
Condo
3,389
36,098
null
Male
106,412
Single
3
Bachelor's
null
51.490323
Suburban
Premium
null
3
839
9
2020-10-09 15:21:39.211806
Poor
No
Daily
Condo
894
36,099
45
Female
3,240
null
1
Bachelor's
null
25.994504
Rural
Comprehensive
0
13
434
7
2020-09-22 15:21:39.237118
Good
Yes
Daily
House
1,358