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
1,165,000
55
Female
82,470
Single
null
Master's
Self-Employed
20.623881
Suburban
Basic
1
18
591
9
2021-04-24 15:21:39.152732
null
No
Rarely
House
2,814
1,165,001
33
Male
3,813
Single
4
Master's
Unemployed
null
Urban
Basic
0
19
628
5
2020-08-12 15:21:39.155231
Poor
Yes
Daily
Apartment
662
1,165,002
60
Male
17,885
Divorced
2
Bachelor's
Unemployed
29.790681
Suburban
Basic
1
2
431
3
2020-01-23 15:21:39.277975
Poor
Yes
Weekly
House
829
1,165,003
62
Female
20,283
Single
2
High School
Self-Employed
25.66483
Suburban
Basic
0
13
744
4
2022-10-06 15:21:39.155231
Good
No
Daily
Condo
967
1,165,004
35
Male
30,031
Divorced
0
High School
Self-Employed
18.868302
Suburban
Comprehensive
null
6
565
2
2021-05-02 15:21:39.155231
Good
Yes
Monthly
Condo
1,110
1,165,005
23
Male
115,976
Divorced
2
High School
Self-Employed
46.857464
Rural
Comprehensive
null
9
688
7
2022-06-03 15:21:39.144722
Poor
No
Weekly
House
252
1,165,006
45
Female
2,121
Single
null
PhD
Self-Employed
14.077526
Suburban
Basic
1
16
501
3
2022-09-23 15:21:39.237118
Average
No
Weekly
Condo
478
1,165,007
33
Female
26,203
Divorced
1
High School
Employed
35.805782
Suburban
Comprehensive
0
6
706
8
2021-05-13 15:21:39.279729
Good
No
Weekly
House
2,196
1,165,008
31
Male
26,685
Married
4
Bachelor's
Employed
11.908374
Urban
Basic
2
1
497
2
2021-07-18 15:21:39.106582
Good
No
Weekly
House
743
1,165,009
29
Female
20,245
Divorced
0
Master's
Unemployed
20.965266
Urban
Comprehensive
3
5
364
6
2022-07-31 15:21:39.268507
Good
Yes
Weekly
Condo
563
1,165,010
50
Female
72,291
Married
0
Bachelor's
Unemployed
14.091424
Urban
Premium
1
6
397
5
2022-05-14 15:21:39.086123
Poor
No
Weekly
House
1,618
1,165,011
27
Male
14,079
Divorced
0
Bachelor's
null
21.83859
Suburban
Basic
null
2
null
4
2020-02-26 15:21:39.134960
Poor
Yes
Weekly
House
688
1,165,012
32
Male
46,366
Married
null
High School
Employed
31.77244
Rural
Comprehensive
1
12
577
3
2020-04-13 15:21:39.179186
Poor
No
Rarely
Condo
431
1,165,013
35
Male
33,587
Single
2
Bachelor's
null
13.824494
Suburban
Comprehensive
1
0
625
7
2021-12-13 15:21:39.105504
Average
Yes
Rarely
Condo
1,372
1,165,014
54
Female
29,917
Single
2
PhD
Employed
40.566892
Suburban
Premium
null
14
null
7
2024-06-23 15:21:39.226954
Good
Yes
Daily
Condo
1,150
1,165,015
64
Female
36,270
Single
1
Master's
Self-Employed
28.991867
Rural
Comprehensive
null
14
804
4
2022-03-27 15:21:39.087123
Average
No
Daily
Condo
590
1,165,016
20
Female
64,828
Divorced
1
Bachelor's
Self-Employed
49.519314
Urban
Comprehensive
2
1
585
9
2021-09-18 15:21:39.132191
Good
No
Daily
House
3,347
1,165,017
53
Male
123,878
Single
null
Master's
Employed
28.231749
Rural
Comprehensive
1
17
563
7
2023-08-13 15:21:39.155231
Poor
No
Rarely
House
429
1,165,018
28
Male
43,884
Married
0
PhD
Unemployed
18.810077
Rural
Premium
null
18
567
7
2021-11-07 15:21:39.147735
Average
No
Rarely
Condo
3,190
1,165,019
25
Female
null
Married
2
High School
Self-Employed
25.529646
Suburban
Basic
2
3
432
3
2020-04-27 15:21:39.251142
Average
Yes
Monthly
House
1,750
1,165,020
57
Female
844
Married
3
PhD
null
16.818158
Rural
Basic
0
7
566
4
2020-06-04 15:21:39.271453
Good
Yes
Daily
House
356
1,165,021
58
Male
65,717
Divorced
3
High School
Self-Employed
24.967892
Urban
Comprehensive
2
2
634
2
2020-11-13 15:21:39.172097
Poor
Yes
Monthly
Condo
208
1,165,022
62
Male
36,030
Married
4
Master's
Unemployed
16.845881
Urban
Comprehensive
null
14
755
1
2022-08-26 15:21:39.155231
Poor
No
Rarely
Apartment
489
1,165,023
36
Male
54,420
Divorced
1
Bachelor's
Unemployed
22.929291
Urban
Premium
null
4
341
5
2022-06-03 15:21:39.274993
Average
No
Monthly
Apartment
830
1,165,024
21
Male
27,274
Single
null
PhD
null
42.490509
Urban
Comprehensive
1
4
785
1
2020-03-18 15:21:39.218388
Good
No
Daily
Condo
1,106
1,165,025
30
Male
40,136
Single
0
Bachelor's
Unemployed
9.359517
Urban
Premium
null
19
489
5
2021-04-20 15:21:39.189223
Average
No
Weekly
House
963
1,165,026
28
Female
18,114
Married
3
PhD
Self-Employed
9.833747
Rural
Basic
null
13
397
4
2021-12-31 15:21:39.237118
Poor
No
Daily
Apartment
762
1,165,027
44
Male
null
Single
3
High School
Self-Employed
38.37451
Suburban
Comprehensive
null
5
657
7
2024-02-18 15:21:39.110557
Poor
No
Weekly
Condo
330
1,165,028
21
Male
17,053
Divorced
0
Master's
Self-Employed
14.121479
Rural
Premium
null
4
590
1
2022-08-25 15:21:39.168099
Good
No
Weekly
Apartment
2,484
1,165,029
58
Female
66,497
Married
2
Master's
null
35.246029
Suburban
Premium
null
7
459
8
2019-09-24 15:21:39.176717
Poor
Yes
Weekly
Condo
946
1,165,030
32
Female
61,588
Divorced
3
Bachelor's
Employed
39.872805
Suburban
Premium
null
15
673
3
2024-04-29 15:21:39.288099
Good
No
Rarely
House
4,107
1,165,031
25
Male
5,848
Married
4
Bachelor's
Unemployed
20.256843
Suburban
Comprehensive
null
16
550
6
2024-01-05 15:21:39.288099
Average
Yes
Monthly
Apartment
619
1,165,032
40
Male
37,236
Single
2
Bachelor's
null
43.08351
Suburban
Comprehensive
1
18
571
3
2023-07-26 15:21:39.259788
Average
Yes
Weekly
Apartment
706
1,165,033
35
Male
2,589
Single
1
Master's
null
46.904995
Rural
Premium
2
9
681
7
2021-12-08 15:21:39.224915
Average
No
Rarely
Apartment
589
1,165,034
46
Male
6,935
Single
2
Master's
null
22.839284
Urban
Comprehensive
null
3
757
5
2023-02-20 15:21:39.134960
Poor
Yes
Monthly
Condo
668
1,165,035
61
Female
19,282
Divorced
3
Master's
Self-Employed
31.078906
Suburban
Basic
2
7
684
3
2023-05-12 15:21:39.278402
Good
Yes
Weekly
Condo
275
1,165,036
30
Female
17,111
Married
3
Bachelor's
null
8.948864
Suburban
Comprehensive
0
6
582
6
2021-07-15 15:21:39.117183
Good
Yes
Weekly
Condo
45
1,165,037
36
Male
64,940
Single
3
Bachelor's
Self-Employed
7.936233
Urban
Basic
null
14
821
2
2021-04-23 15:21:39.146733
Poor
No
Monthly
Apartment
255
1,165,038
21
Male
52,797
Married
3
High School
Unemployed
11.16679
Rural
Basic
1
3
340
7
2023-01-16 15:21:39.201446
Average
Yes
Daily
Condo
1,072
1,165,039
21
Male
14,079
Divorced
4
Master's
Self-Employed
20.376094
Suburban
Premium
1
1
596
2
2022-04-30 15:21:39.168099
Average
No
Monthly
Apartment
2,022
1,165,040
63
Male
612
Single
1
Master's
Self-Employed
21.664365
Urban
Basic
2
9
823
3
2022-05-23 15:21:39.134960
Good
Yes
Monthly
Condo
1,447
1,165,041
35
Male
35,948
Single
1
Master's
null
20.569558
Suburban
Premium
1
4
672
9
2024-04-15 15:21:39.134960
Average
Yes
Monthly
House
1,286
1,165,042
54
Female
15,791
Single
1
Master's
Self-Employed
39.709992
Suburban
Comprehensive
null
19
538
3
2022-11-06 15:21:39.261856
Poor
Yes
Rarely
Condo
3,347
1,165,043
33
Male
90,132
Divorced
0
PhD
null
35.0876
Rural
Comprehensive
1
5
402
4
2019-11-30 15:21:39.126661
Good
Yes
Monthly
Apartment
1,170
1,165,044
51
Male
3,637
Married
0
High School
Unemployed
null
Suburban
Premium
null
1
null
8
2024-05-09 15:21:39.134960
Poor
No
Rarely
House
683
1,165,045
46
Male
5,881
Divorced
4
Bachelor's
Self-Employed
14.869798
Rural
Premium
null
2
515
6
2024-04-30 15:21:39.223901
Good
No
Daily
Condo
622
1,165,046
40
Male
8,791
Single
3
PhD
Employed
14.482922
Urban
Premium
0
6
573
4
2021-04-28 15:21:39.134960
Good
No
Monthly
Condo
515
1,165,047
49
Male
16,696
Divorced
3
High School
Unemployed
28.772992
Suburban
Basic
0
1
758
6
2024-07-19 15:21:39.126661
Good
Yes
Monthly
House
1,180
1,165,048
39
Female
26,100
Divorced
2
PhD
Employed
23.827493
Suburban
Basic
0
18
825
1
2021-10-17 15:21:39.188220
Poor
No
Monthly
Apartment
4,040
1,165,049
60
Female
40,597
Single
0
Bachelor's
Unemployed
13.624874
Suburban
Premium
1
6
483
6
2022-11-19 15:21:39.148733
null
No
Daily
House
2,952
1,165,050
38
Male
27,281
Single
3
PhD
Employed
36.939325
Urban
Comprehensive
null
17
597
4
2021-04-23 15:21:39.202448
Poor
Yes
Monthly
Apartment
597
1,165,051
64
Female
5,983
Married
1
High School
Unemployed
37.692415
Suburban
Comprehensive
null
17
752
2
2023-07-06 15:21:39.192212
Good
No
Daily
Condo
1,761
1,165,052
19
Male
11,164
Single
4
PhD
Self-Employed
41.555637
Urban
Comprehensive
null
19
637
1
2024-04-15 15:21:39.192212
Poor
Yes
Weekly
Condo
1,538
1,165,053
34
Male
20,489
Divorced
4
Master's
Employed
21.653403
Urban
Comprehensive
1
14
633
1
2022-02-04 15:21:39.287115
Poor
Yes
Weekly
House
1,430
1,165,054
26
Male
6,903
Divorced
0
PhD
null
23.038156
Suburban
Premium
0
18
704
9
2023-03-10 15:21:39.223901
Good
No
Weekly
Apartment
1,207
1,165,055
25
Female
28,215
Single
0
Bachelor's
Employed
23.678571
Urban
Basic
2
7
null
4
2021-11-15 15:21:39.283783
Good
Yes
Weekly
Condo
2,267
1,165,056
26
Male
11,590
Single
0
Bachelor's
null
18.756886
Rural
Premium
1
1
819
6
2022-10-28 15:21:39.182597
Good
No
Monthly
Apartment
3,007
1,165,057
40
Male
14,030
Divorced
1
PhD
Employed
31.056798
Suburban
Comprehensive
null
8
719
1
2022-05-14 15:21:39.155231
Average
Yes
Weekly
Condo
1,521
1,165,058
42
Female
14,072
null
4
High School
Employed
33.156896
Urban
Basic
null
7
560
4
2023-04-19 15:21:39.274993
Poor
Yes
Weekly
Apartment
526
1,165,059
50
Female
18,452
Single
0
Bachelor's
Self-Employed
23.726134
Rural
Basic
1
7
566
9
2023-01-24 15:21:39.155231
Average
Yes
Rarely
Condo
1,230
1,165,060
18
Male
16,999
Divorced
2
Master's
null
27.552412
Rural
Premium
2
0
561
2
2024-03-25 15:21:39.124659
null
Yes
Daily
Apartment
577
1,165,061
21
Female
669
Married
0
PhD
Self-Employed
37.619255
Urban
Basic
2
3
797
3
2024-02-08 15:21:39.121169
Average
Yes
Weekly
Condo
815
1,165,062
54
Female
128,891
Divorced
1
Master's
Employed
26.966002
Rural
Comprehensive
0
15
839
9
2022-03-27 15:21:39.199447
Average
Yes
Weekly
Apartment
264
1,165,063
39
Male
128,876
Single
4
Bachelor's
Unemployed
35.926786
Urban
Premium
null
6
489
9
2021-04-20 15:21:39.081504
Poor
Yes
Daily
Apartment
2,548
1,165,064
48
Female
35,754
Divorced
3
PhD
Employed
7.239328
Suburban
Basic
0
2
661
3
2021-06-11 15:21:39.144722
Good
No
Monthly
Apartment
2,427
1,165,065
40
Female
68,811
Divorced
0
Bachelor's
Unemployed
23.910049
Suburban
Comprehensive
1
17
403
4
2022-06-13 15:21:39.270454
Good
No
Monthly
House
789
1,165,066
51
Male
20,676
Divorced
3
Master's
Employed
26.681673
Urban
Premium
1
12
535
2
2021-03-13 15:21:39.283783
Poor
No
Daily
Condo
955
1,165,067
59
Female
146,983
Single
4
Master's
Self-Employed
30.331693
Urban
Comprehensive
1
12
766
1
2019-10-05 15:21:39.126661
Good
No
Rarely
House
282
1,165,068
23
Female
81,783
Single
2
High School
null
19.824038
Suburban
Premium
null
4
406
5
2021-04-21 15:21:39.182597
Average
Yes
Daily
House
336
1,165,069
56
Male
12,058
Married
2
Master's
null
11.073475
Rural
Premium
null
17
769
3
2022-09-28 15:21:39.233485
Poor
No
Weekly
Condo
604
1,165,070
42
Male
20,862
Married
0
High School
null
15.627526
Rural
Basic
0
8
null
1
2022-05-31 15:21:39.114118
Average
No
Weekly
Apartment
1,836
1,165,071
31
Male
16,294
Married
null
Master's
null
6.81855
Rural
Premium
null
12
545
4
2023-02-14 15:21:39.237118
Average
No
Rarely
Condo
784
1,165,072
39
Male
30,861
Single
3
PhD
Employed
29.243049
Rural
Basic
2
14
618
8
2024-03-10 15:21:39.079128
Average
Yes
Monthly
Apartment
645
1,165,073
null
Female
87,576
Divorced
1
PhD
Self-Employed
40.928935
Rural
Comprehensive
null
19
352
1
2022-05-22 15:21:39.272456
Poor
No
Monthly
Condo
755
1,165,074
62
Male
61,595
Single
3
Master's
Employed
null
Suburban
Comprehensive
0
10
null
4
2024-04-19 15:21:39.094752
Average
Yes
Daily
House
391
1,165,075
31
Male
86,520
Single
2
Master's
Unemployed
42.141898
Urban
Comprehensive
null
5
441
2
2019-09-10 15:21:39.134960
Average
No
Monthly
Apartment
1,586
1,165,076
41
Male
29,474
Single
4
PhD
Unemployed
41.613542
Rural
Premium
null
14
595
9
2019-12-14 15:21:39.244069
Average
No
Weekly
Condo
553
1,165,077
26
Female
29,460
Divorced
3
PhD
Employed
15.848301
Urban
Comprehensive
null
12
745
7
2022-04-01 15:21:39.134960
Good
Yes
Rarely
Condo
496
1,165,078
62
Male
84,746
Divorced
1
Master's
Self-Employed
9.735003
Suburban
Basic
1
5
null
7
2022-11-15 15:21:39.134960
Average
Yes
Daily
Condo
231
1,165,079
34
Male
18,054
Married
2
Bachelor's
Unemployed
40.163432
Suburban
Comprehensive
null
9
null
3
2023-11-19 15:21:39.155231
Average
Yes
Rarely
House
934
1,165,080
39
Male
74,064
Married
3
Bachelor's
Employed
26.231663
Rural
Basic
1
19
null
9
2021-05-28 15:21:39.134960
Poor
Yes
Weekly
Condo
381
1,165,081
60
Male
15,507
Divorced
2
PhD
Unemployed
47.530902
Suburban
Basic
2
1
413
3
2021-11-26 15:21:39.209847
Good
No
Monthly
Apartment
705
1,165,082
52
Male
712
Divorced
4
PhD
Unemployed
23.03742
Rural
Premium
null
5
581
8
2024-01-23 15:21:39.134960
Average
No
Weekly
Apartment
2,225
1,165,083
25
Female
18,408
Single
2
Bachelor's
Self-Employed
41.739473
Rural
Premium
null
19
725
9
2022-12-21 15:21:39.237118
Average
Yes
Monthly
Condo
1,570
1,165,084
19
Male
2,382
Single
1
Master's
Employed
42.88954
Suburban
Basic
4
4
507
3
2024-07-09 15:21:39.280784
Average
No
Weekly
House
1,253
1,165,085
57
Female
33,340
Single
2
High School
Unemployed
15.140823
Rural
Basic
3
2
498
6
2021-12-21 15:21:39.087123
Average
No
Rarely
Condo
1,030
1,165,086
53
Female
115,636
Divorced
0
PhD
Self-Employed
47.05866
Suburban
Basic
1
12
331
7
2024-05-19 15:21:39.221386
null
No
Weekly
Apartment
1,022
1,165,087
43
Male
17,131
Single
2
High School
Employed
16.527326
Urban
Comprehensive
null
9
528
2
2020-05-20 15:21:39.134960
Good
No
Weekly
Apartment
1,251
1,165,088
36
Female
43,858
Divorced
3
Bachelor's
Unemployed
17.957143
Rural
Basic
0
3
590
2
2022-01-19 15:21:39.079128
Poor
Yes
Monthly
Apartment
881
1,165,089
42
Male
29,488
Divorced
4
High School
Employed
29.943161
Urban
Premium
2
3
841
1
2023-06-08 15:21:39.263607
Good
Yes
Rarely
Apartment
22
1,165,090
48
Male
3,906
Divorced
null
High School
Employed
37.858402
Rural
Comprehensive
0
13
534
9
2021-07-13 15:21:39.155231
Good
Yes
Daily
Condo
2,410
1,165,091
58
Male
3,739
Married
1
Master's
Employed
22.38104
Urban
Basic
1
1
738
8
2021-05-04 15:21:39.187211
Average
No
Daily
House
2,628
1,165,092
55
Male
3,725
Single
4
Master's
null
29.252415
Rural
Premium
1
9
582
3
2024-03-28 15:21:39.134960
Average
No
Weekly
Apartment
130
1,165,093
19
Male
917
Single
0
PhD
Self-Employed
19.812922
Urban
Basic
1
17
646
3
2021-01-28 15:21:39.107553
null
Yes
Rarely
House
1,824
1,165,094
52
Male
131,684
Married
1
Master's
Unemployed
19.895228
Rural
Comprehensive
null
6
482
8
2024-02-29 15:21:39.134960
Average
No
Weekly
House
3,386
1,165,095
29
Female
62,398
Single
0
Master's
Unemployed
14.817925
Urban
Comprehensive
null
10
371
4
2024-08-15 15:21:39.132191
Average
Yes
Daily
House
449
1,165,096
42
Male
6,874
Divorced
2
High School
null
29.955209
Rural
Basic
null
1
635
3
2022-01-20 15:21:39.155231
Average
No
Daily
House
449
1,165,097
47
Male
12,053
null
4
Master's
Employed
18.892816
Rural
Premium
0
5
685
9
2021-11-14 15:21:39.246098
Average
No
Monthly
House
1,033
1,165,098
53
Male
10,558
Married
3
Master's
null
26.638918
Suburban
Premium
1
17
482
5
2023-11-23 15:21:39.134960
Good
No
Rarely
Condo
979
1,165,099
35
Female
45,302
Divorced
1
Master's
null
5.078957
Urban
Premium
2
2
804
8
2023-01-21 15:21:39.276901
null
No
Monthly
House
537