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
1,174,000
25
Female
122,709
Divorced
0
Master's
Self-Employed
32.41174
Suburban
Basic
3
6
419
4
2024-05-06 15:21:39.261856
Good
No
Rarely
Apartment
1,801
1,174,001
48
Male
13,991
Married
2
Master's
null
31.859786
Rural
Comprehensive
2
14
552
8
2024-07-04 15:21:39.119168
Good
No
Daily
House
686
1,174,002
31
Male
66,582
Married
3
Master's
Unemployed
null
Urban
Basic
null
9
758
6
2024-07-24 15:21:39.172097
Poor
Yes
Daily
Condo
119
1,174,003
29
Female
55,620
Married
0
Master's
null
20.577579
Suburban
Comprehensive
null
17
393
6
2023-04-29 15:21:39.205850
Average
No
Rarely
House
695
1,174,004
30
Female
43,933
Married
3
Master's
Employed
25.273061
Urban
Basic
2
15
749
2
2020-08-03 15:21:39.155231
Poor
Yes
Monthly
Condo
2,410
1,174,005
62
Male
55,056
Single
0
Master's
Self-Employed
13.582322
Urban
Basic
null
8
440
1
2021-04-22 15:21:39.281787
Average
Yes
Daily
Condo
438
1,174,006
58
Male
44,962
Married
1
PhD
Unemployed
null
Rural
Comprehensive
1
10
null
5
2022-03-05 15:21:39.170099
Good
No
Weekly
Condo
2,868
1,174,007
62
Female
45,514
Married
4
Master's
null
27.078792
Rural
Comprehensive
0
7
693
1
2022-01-06 15:21:39.155231
Poor
No
Weekly
Apartment
927
1,174,008
48
Female
1,709
Divorced
1
High School
Employed
8.131545
Urban
Comprehensive
null
13
595
1
2022-07-01 15:21:39.274993
Average
No
Rarely
House
2,654
1,174,009
26
Male
16,245
Single
3
High School
null
33.836277
Suburban
Basic
3
10
731
1
2024-07-08 15:21:39.155231
Good
Yes
Weekly
House
1,373
1,174,010
41
Male
100
Single
0
Master's
Employed
16.826442
Suburban
Comprehensive
2
12
544
6
2022-09-06 15:21:39.164044
Good
Yes
Weekly
House
1,559
1,174,011
53
Male
24,991
Married
null
High School
null
4.141903
Suburban
Premium
1
17
438
4
2022-09-15 15:21:39.207847
null
Yes
Weekly
House
746
1,174,012
59
Male
45,957
Married
4
Bachelor's
null
10.787917
Suburban
Comprehensive
null
12
516
3
2020-04-26 15:21:39.097737
Good
Yes
Monthly
Apartment
1,421
1,174,013
57
Female
null
Divorced
3
PhD
Employed
6.566676
Suburban
Comprehensive
0
6
556
3
2023-05-30 15:21:39.168099
Good
No
Monthly
Condo
68
1,174,014
45
Male
31,994
Divorced
3
PhD
Employed
21.638382
Rural
Comprehensive
0
3
602
4
2020-12-22 15:21:39.181605
Average
Yes
Daily
Condo
1,194
1,174,015
21
Female
null
Single
null
Bachelor's
Self-Employed
13.977376
Suburban
Comprehensive
0
17
406
4
2022-05-13 15:21:39.173834
Average
No
Daily
House
1,306
1,174,016
43
Male
47,941
Divorced
4
Master's
Self-Employed
16.882778
Suburban
Premium
1
8
383
8
2023-05-14 15:21:39.265513
Average
No
Daily
House
539
1,174,017
41
Female
4,474
Divorced
1
High School
null
30.336661
Urban
Comprehensive
null
8
807
3
2023-01-01 15:21:39.102694
Good
Yes
Daily
Condo
4,335
1,174,018
22
Female
null
Divorced
2
High School
Unemployed
24.69408
Rural
Comprehensive
2
18
374
1
2022-07-21 15:21:39.101733
Average
Yes
Rarely
Condo
927
1,174,019
46
Male
84,731
Single
3
Master's
null
40.86012
Rural
Comprehensive
null
3
637
8
2024-08-10 15:21:39.289099
Poor
Yes
Weekly
Condo
164
1,174,020
30
Female
63,860
Married
1
Bachelor's
null
18.749582
Urban
Comprehensive
2
18
758
3
2024-05-04 15:21:39.219432
Good
Yes
Monthly
House
29
1,174,021
64
Female
13,066
Divorced
0
PhD
Employed
32.876157
Suburban
Basic
0
7
573
7
2020-03-12 15:21:39.283783
Good
Yes
Weekly
House
1,308
1,174,022
34
Male
25,247
Divorced
4
Bachelor's
Employed
15.726292
Suburban
Basic
null
11
704
3
2021-07-05 15:21:39.131192
Poor
No
Monthly
Apartment
2,891
1,174,023
22
Male
136,461
Divorced
null
High School
Employed
41.906226
Rural
Comprehensive
0
16
489
7
2022-06-22 15:21:39.164044
Poor
Yes
Rarely
Condo
2,734
1,174,024
21
Female
null
Married
2
PhD
Unemployed
21.420069
Urban
Comprehensive
1
1
550
4
2023-03-25 15:21:39.134960
Average
Yes
Daily
House
74
1,174,025
21
Female
97,218
Single
null
High School
Employed
17.642007
Suburban
Basic
0
8
326
3
2022-06-16 15:21:39.219432
Average
No
Daily
House
1,643
1,174,026
27
Female
836
Divorced
1
PhD
null
null
Urban
Basic
null
16
469
4
2020-08-13 15:21:39.081504
Good
No
Monthly
House
814
1,174,027
18
Male
3,929
Married
0
PhD
Unemployed
6.904301
Rural
Basic
1
12
820
9
2019-11-05 15:21:39.270454
Good
No
Weekly
Apartment
446
1,174,028
42
Female
25,166
Single
1
Bachelor's
Employed
17.263399
Urban
Basic
null
0
null
3
2023-03-19 15:21:39.237118
Poor
Yes
Monthly
Apartment
40
1,174,029
38
Female
21,346
Single
4
PhD
Unemployed
21.837948
Rural
Basic
0
19
472
1
2019-09-13 15:21:39.171102
Poor
No
Daily
House
2,654
1,174,030
51
Male
20,981
Divorced
null
Master's
Employed
25.589621
Urban
Comprehensive
0
12
370
8
2023-12-05 15:21:39.289099
Average
No
Weekly
Apartment
1,174
1,174,031
50
Female
39,484
Married
null
PhD
null
24.52292
Rural
Comprehensive
1
4
334
2
2024-02-15 15:21:39.236064
Average
No
Rarely
Condo
1,305
1,174,032
46
Male
8,062
Divorced
0
Bachelor's
null
27.669741
Urban
Premium
0
17
713
9
2021-10-03 15:21:39.237118
Good
No
Rarely
House
805
1,174,033
56
Male
8,097
Single
3
PhD
Unemployed
42.27887
Suburban
Basic
3
14
836
6
2024-03-25 15:21:39.237118
Good
Yes
Weekly
Apartment
790
1,174,034
49
Female
18,071
Single
1
High School
Self-Employed
34.087049
Rural
Comprehensive
2
1
479
3
2021-09-14 15:21:39.155231
Average
Yes
Monthly
House
1,484
1,174,035
35
Male
1,571
Single
null
PhD
null
22.549769
Suburban
Basic
2
18
636
8
2023-07-29 15:21:39.271453
Good
No
Weekly
Apartment
763
1,174,036
26
Female
89,885
Married
0
Bachelor's
Self-Employed
30.813595
Urban
Basic
0
2
672
3
2020-08-02 15:21:39.134960
Poor
No
Monthly
Condo
102
1,174,037
60
Female
28,208
Single
1
Bachelor's
Unemployed
42.564446
Suburban
Premium
null
12
588
9
2024-02-27 15:21:39.237118
Average
No
Monthly
House
464
1,174,038
42
Male
35,498
Married
1
Bachelor's
Self-Employed
30.574494
Suburban
Comprehensive
1
2
761
3
2020-05-12 15:21:39.134960
Good
Yes
Rarely
Condo
1,499
1,174,039
56
Female
27,892
Single
4
Master's
Employed
34.724597
Rural
Comprehensive
null
14
null
6
2023-09-01 15:21:39.144722
Average
No
Weekly
Apartment
442
1,174,040
26
Female
84,473
Divorced
1
Master's
null
null
Suburban
Basic
2
4
705
5
2019-10-20 15:21:39.198406
Poor
No
Rarely
Condo
816
1,174,041
33
Male
3,971
Single
3
Master's
null
23.81698
Urban
Comprehensive
null
4
534
5
2021-01-25 15:21:39.288099
Good
No
Daily
House
3,568
1,174,042
47
Female
44,183
Single
0
Master's
null
13.617761
Rural
Comprehensive
0
8
598
2
2022-09-06 15:21:39.120168
Average
Yes
Monthly
Condo
542
1,174,043
55
Female
31,956
Single
1
Master's
null
11.540576
Suburban
Premium
0
17
347
9
2020-01-01 15:21:39.173834
Good
No
Monthly
Condo
1,739
1,174,044
34
Female
76,956
Single
null
Bachelor's
null
30.459844
Suburban
Premium
1
9
553
6
2024-01-11 15:21:39.172097
Poor
No
Weekly
House
111
1,174,045
33
Female
41,599
Single
3
High School
null
13.837772
Rural
Premium
2
19
639
5
2021-01-17 15:21:39.182597
Good
No
Weekly
Condo
102
1,174,046
58
Female
77,562
Single
4
Bachelor's
null
16.826184
Urban
Comprehensive
1
11
442
2
2024-06-20 15:21:39.134960
Average
No
Monthly
Condo
814
1,174,047
22
Male
37,829
Married
2
Master's
Unemployed
5.601899
Urban
Comprehensive
4
0
null
9
2021-08-01 15:21:39.254678
Good
Yes
Monthly
Apartment
247
1,174,048
29
Female
93,622
Divorced
1
Bachelor's
Unemployed
6.690906
Urban
Premium
0
17
781
5
2023-06-14 15:21:39.171102
Average
Yes
Rarely
Condo
176
1,174,049
64
Female
22,175
Single
2
Bachelor's
Employed
21.898396
Rural
Basic
null
7
428
1
2020-02-20 15:21:39.246098
Good
Yes
Weekly
Apartment
1,106
1,174,050
20
Male
5,908
Divorced
4
High School
null
23.749094
Suburban
Basic
null
6
607
2
2022-10-27 15:21:39.261856
Good
No
Monthly
Apartment
772
1,174,051
40
Male
12,097
Married
3
PhD
Self-Employed
22.726782
Rural
Basic
2
9
469
3
2021-11-23 15:21:39.134960
Average
No
Daily
House
1,253
1,174,052
32
Female
20,797
Divorced
0
Bachelor's
Employed
13.494548
Urban
Basic
0
19
396
3
2020-10-11 15:21:39.253660
Average
Yes
Rarely
Apartment
468
1,174,053
51
Male
20,361
Divorced
1
Master's
Unemployed
4.488879
Urban
Basic
1
5
634
7
2022-01-15 15:21:39.172097
null
Yes
Weekly
House
523
1,174,054
30
Male
11,320
Single
3
Bachelor's
Self-Employed
15.722146
Urban
Premium
1
17
808
8
2020-04-20 15:21:39.170099
null
No
Rarely
House
203
1,174,055
26
Male
30,563
Single
null
Bachelor's
null
37.003423
Urban
Premium
null
4
532
6
2020-06-07 15:21:39.154008
Poor
No
Weekly
House
916
1,174,056
41
Male
16,093
Divorced
0
Bachelor's
Employed
23.933906
Suburban
Comprehensive
null
6
null
9
2019-12-11 15:21:39.194829
Poor
No
Rarely
Condo
2,295
1,174,057
31
Female
16,054
Married
1
High School
null
null
Urban
Comprehensive
1
12
791
4
2023-01-06 15:21:39.237118
Good
No
Monthly
Condo
599
1,174,058
35
Male
102,799
Married
1
Bachelor's
null
18.891409
Suburban
Premium
null
16
496
7
2020-03-16 15:21:39.237118
Poor
No
Daily
Condo
3,259
1,174,059
25
Female
5,720
Married
1
Bachelor's
Employed
49.082141
Rural
Premium
1
18
483
5
2022-06-01 15:21:39.166062
Good
No
Daily
House
719
1,174,060
26
Female
1,526
Married
3
PhD
null
51.064024
Rural
Comprehensive
1
14
null
8
2022-03-22 15:21:39.190215
Average
Yes
Rarely
Condo
1,178
1,174,061
24
Male
null
Single
null
High School
Employed
21.52292
Suburban
Premium
0
7
410
9
2022-03-20 15:21:39.117183
Good
No
Monthly
Condo
954
1,174,062
53
Female
9,259
Married
null
PhD
null
21.788116
Urban
Premium
null
8
806
9
2023-08-15 15:21:39.170099
Average
Yes
Monthly
Condo
464
1,174,063
64
Female
9,326
Single
3
High School
Self-Employed
21.611522
Rural
Basic
1
17
785
4
2021-10-08 15:21:39.155231
Good
No
Daily
House
306
1,174,064
37
Male
46,014
Single
2
Bachelor's
Self-Employed
47.883419
Urban
Comprehensive
0
0
706
1
2019-10-07 15:21:39.180553
Good
No
Monthly
House
1,323
1,174,065
36
Male
23,755
Single
2
High School
null
null
Urban
Basic
2
11
569
3
2023-03-27 15:21:39.208842
Good
Yes
Rarely
House
1,057
1,174,066
28
Male
136,517
Married
0
Master's
Employed
44.81911
Suburban
Basic
1
18
431
8
2023-10-14 15:21:39.192212
Average
Yes
Weekly
Condo
132
1,174,067
null
Male
8,791
Married
3
Master's
Unemployed
15.967805
Suburban
Basic
null
13
767
8
2022-03-24 15:21:39.134960
Good
Yes
Monthly
House
22
1,174,068
34
Female
10,157
Single
0
Bachelor's
Employed
30.457909
Suburban
Comprehensive
0
12
543
3
2024-07-16 15:21:39.145732
Average
No
Daily
Condo
648
1,174,069
56
Female
15,893
Single
0
High School
Employed
22.292651
Rural
Comprehensive
null
14
null
3
2020-02-10 15:21:39.144722
Average
No
Weekly
House
454
1,174,070
18
Female
229
Married
0
Master's
Employed
25.238535
Rural
Premium
0
14
604
5
2022-11-20 15:21:39.081504
Poor
No
Weekly
House
481
1,174,071
40
Male
43,935
Single
1
High School
Self-Employed
15.017539
Suburban
Comprehensive
1
19
657
3
2024-02-15 15:21:39.259788
Poor
Yes
Monthly
House
2,786
1,174,072
42
Female
16,150
Single
4
PhD
null
48.611645
Urban
Basic
0
2
null
4
2024-03-12 15:21:39.125660
Good
Yes
Weekly
Apartment
998
1,174,073
52
Female
69,791
Single
4
High School
Unemployed
25.086605
Urban
Basic
null
13
393
3
2020-06-10 15:21:39.214388
Good
No
Monthly
Condo
627
1,174,074
22
Female
38,298
Single
4
Bachelor's
Unemployed
null
Suburban
Comprehensive
1
5
826
9
2022-12-12 15:21:39.208842
Poor
Yes
Daily
House
788
1,174,075
36
Female
45,753
Married
0
Bachelor's
Employed
35.507759
Urban
Comprehensive
null
11
835
7
2023-02-12 15:21:39.177724
Poor
Yes
Monthly
House
538
1,174,076
62
Female
null
Married
3
Bachelor's
Self-Employed
51.359865
Rural
Premium
null
11
null
1
2021-05-06 15:21:39.237118
Poor
No
Weekly
House
2,661
1,174,077
54
Male
29,006
Divorced
4
Master's
Self-Employed
20.556921
Urban
Premium
null
13
678
1
2020-03-16 15:21:39.121169
Good
No
Rarely
Apartment
649
1,174,078
64
Male
15,981
Divorced
3
High School
Unemployed
39.015594
Urban
Basic
1
17
741
8
2020-02-01 15:21:39.148733
Average
No
Weekly
Apartment
725
1,174,079
50
Male
3,509
Single
null
Master's
null
26.79541
Urban
Comprehensive
null
7
445
4
2021-12-24 15:21:39.261856
Good
No
Weekly
House
393
1,174,080
37
Female
12,042
Single
null
Master's
Employed
19.933668
Rural
Premium
null
11
575
6
2023-12-29 15:21:39.287115
Good
No
Rarely
Condo
3,351
1,174,081
44
Female
92,188
Married
3
Master's
null
30.935312
Urban
Premium
1
14
370
5
2024-03-26 15:21:39.202448
Poor
No
Monthly
Apartment
538
1,174,082
31
Female
61,853
Married
0
High School
Self-Employed
23.090092
Urban
Comprehensive
1
14
564
2
2020-01-01 15:21:39.263607
Poor
Yes
Weekly
House
113
1,174,083
58
Female
1,604
Single
2
Master's
Employed
16.834904
Suburban
Comprehensive
null
12
648
5
2024-02-26 15:21:39.107553
Average
Yes
Monthly
Condo
2,964
1,174,084
43
Male
20,687
Single
4
Master's
Employed
17.352366
Suburban
Comprehensive
0
15
603
1
2020-01-16 15:21:39.089116
Good
Yes
Daily
House
832
1,174,085
43
Female
10,653
Single
0
PhD
null
18.297564
Rural
Premium
0
0
658
5
2024-07-03 15:21:39.201446
Average
No
Daily
House
292
1,174,086
50
Female
3,868
Single
null
PhD
Unemployed
10.706617
Urban
Premium
6
15
null
5
2021-05-23 15:21:39.273973
Good
Yes
Daily
Apartment
551
1,174,087
27
Male
3,096
Single
4
Master's
Employed
41.502182
Rural
Premium
2
5
null
2
2024-08-06 15:21:39.279729
Good
No
Monthly
Condo
612
1,174,088
61
Male
914
Single
1
High School
Employed
28.876232
Suburban
Comprehensive
1
19
575
8
2022-12-04 15:21:39.124659
Poor
No
Rarely
Condo
30
1,174,089
55
Male
72,617
Divorced
2
Bachelor's
Unemployed
null
Suburban
Comprehensive
1
18
479
5
2022-10-11 15:21:39.155231
Good
No
Monthly
Condo
1,641
1,174,090
41
Female
26,862
Single
1
Master's
Unemployed
38.324427
Suburban
Basic
null
3
524
2
2023-11-27 15:21:39.192212
Average
No
Monthly
Apartment
1,408
1,174,091
34
Female
12,084
Divorced
3
Master's
Employed
48.829754
Urban
Basic
0
3
580
8
2023-03-01 15:21:39.176717
Average
No
Monthly
House
2,166
1,174,092
41
Male
8,881
Single
4
Bachelor's
Unemployed
13.235113
Rural
Premium
0
0
null
7
2022-08-23 15:21:39.177724
Poor
No
Monthly
Condo
590
1,174,093
22
Female
18,053
Married
2
High School
Self-Employed
21.926332
Rural
Premium
null
5
473
2
2022-12-23 15:21:39.211806
Poor
No
Monthly
House
524
1,174,094
32
Male
63,960
Single
3
PhD
Employed
8.89481
Suburban
Premium
null
5
790
4
2021-05-24 15:21:39.237118
Good
Yes
Daily
Condo
382
1,174,095
48
Female
42,080
Divorced
2
Master's
Self-Employed
17.146746
Suburban
Comprehensive
1
17
772
4
2020-07-31 15:21:39.090124
null
Yes
Daily
Condo
38
1,174,096
41
Male
43,901
Married
2
Bachelor's
Self-Employed
19.062936
Urban
Comprehensive
1
7
733
6
2022-10-19 15:21:39.164044
Average
No
Daily
House
437
1,174,097
56
Male
6,916
Married
null
PhD
Self-Employed
31.639064
Rural
Premium
1
2
null
8
2023-08-08 15:21:39.225916
Good
Yes
Weekly
House
1,799
1,174,098
26
Female
2,526
Divorced
2
Master's
null
17.156985
Rural
Basic
null
2
472
2
2023-01-29 15:21:39.102694
Poor
No
Rarely
Condo
439
1,174,099
29
Male
67,181
Divorced
1
High School
Employed
40.823644
Rural
Basic
null
8
440
1
2020-11-13 15:21:39.134960
Good
Yes
Weekly
Condo
1,780