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
1,192,000
61
Male
null
Single
3
Master's
Self-Employed
40.77655
Rural
Basic
null
10
328
1
2020-04-08 15:21:39.097737
Average
Yes
Daily
Condo
535
1,192,001
48
Female
41,786
Single
1
Bachelor's
null
16.584991
Rural
Premium
null
10
770
2
2020-09-12 15:21:39.172097
Good
Yes
Monthly
House
507
1,192,002
50
Male
25,309
Married
3
PhD
Employed
31.685959
Rural
Premium
2
19
458
3
2023-04-06 15:21:39.247098
Average
Yes
Daily
Apartment
1,027
1,192,003
45
Male
16,984
Single
null
High School
Employed
43.384918
Suburban
Comprehensive
null
6
442
6
2020-02-29 15:21:39.208842
Average
No
Daily
House
1,590
1,192,004
41
Male
17,561
Divorced
0
Master's
Employed
47.898446
Urban
Premium
3
4
null
4
2020-04-07 15:21:39.166062
null
No
Monthly
Condo
2,088
1,192,005
34
Female
5,817
Married
3
Master's
Self-Employed
5.934987
Urban
Basic
0
5
569
2
2022-08-20 15:21:39.155231
Poor
No
Daily
House
2,737
1,192,006
54
Male
40,902
Divorced
0
Master's
null
39.135819
Suburban
Comprehensive
null
16
838
4
2023-02-21 15:21:39.266452
Good
No
Rarely
Apartment
1,147
1,192,007
30
Female
10,101
Single
1
High School
Unemployed
39.820429
Suburban
Comprehensive
1
10
442
3
2019-11-14 15:21:39.106582
Average
Yes
Weekly
Apartment
1,727
1,192,008
43
Male
111,924
null
0
Master's
null
14.83633
Rural
Comprehensive
null
1
437
9
2022-06-27 15:21:39.151732
Poor
No
Weekly
Condo
1,088
1,192,009
21
Male
3,817
Single
0
Bachelor's
Self-Employed
43.996921
Suburban
Comprehensive
0
11
650
1
2024-06-03 15:21:39.108562
Poor
No
Daily
Apartment
3,319
1,192,010
30
Female
2,571
Divorced
4
PhD
Employed
20.270557
Rural
Premium
1
15
713
1
2023-09-23 15:21:39.110557
Good
Yes
Weekly
Condo
2,475
1,192,011
53
Male
17,093
Divorced
4
Master's
null
47.246523
Suburban
Basic
0
3
null
2
2023-09-30 15:21:39.237118
Average
Yes
Weekly
Condo
482
1,192,012
46
Female
24,791
Divorced
1
Bachelor's
null
23.0741
Suburban
Comprehensive
null
3
437
7
2024-06-27 15:21:39.196387
Good
Yes
Daily
House
596
1,192,013
24
Male
4,518
Single
3
High School
Unemployed
33.555864
Rural
Basic
0
19
704
5
2020-09-21 15:21:39.283783
Good
No
Daily
Apartment
2,463
1,192,014
23
Female
63,353
Divorced
1
PhD
Self-Employed
7.142941
Urban
Basic
1
11
456
6
2023-12-03 15:21:39.113566
null
Yes
Monthly
House
270
1,192,015
51
Male
5,791
Married
4
High School
null
21.719597
Rural
Basic
null
16
556
7
2020-03-12 15:21:39.134960
Average
No
Monthly
House
447
1,192,016
55
Male
87,799
Single
2
Master's
Self-Employed
37.56778
Rural
Comprehensive
0
18
403
3
2022-05-04 15:21:39.134960
Good
No
Weekly
House
2,268
1,192,017
33
Male
59,983
Divorced
1
High School
null
23.033838
Urban
Premium
1
1
444
8
2019-12-27 15:21:39.168099
Poor
No
Daily
House
491
1,192,018
22
Male
null
Divorced
1
Bachelor's
Self-Employed
26.882624
Rural
Comprehensive
1
9
514
6
2022-04-12 15:21:39.134960
Average
Yes
Rarely
Apartment
295
1,192,019
38
Male
16,042
Single
0
PhD
Unemployed
38.017927
Rural
Premium
1
17
628
1
2022-04-16 15:21:39.209847
Good
Yes
Daily
House
921
1,192,020
54
Female
21,475
Single
4
High School
null
3.451521
Urban
Comprehensive
2
13
511
6
2024-01-23 15:21:39.235012
Average
Yes
Monthly
Apartment
309
1,192,021
48
Male
96,703
Divorced
0
Bachelor's
Self-Employed
20.099143
Rural
Comprehensive
4
16
739
6
2024-08-05 15:21:39.167099
Average
Yes
Rarely
Condo
96
1,192,022
34
Male
142,416
Single
null
Bachelor's
Unemployed
22.844435
Rural
Premium
0
5
348
8
2022-10-28 15:21:39.104139
Average
Yes
Weekly
Apartment
910
1,192,023
59
Female
8,413
Married
4
PhD
Employed
25.926336
Suburban
Premium
1
5
839
6
2020-02-15 15:21:39.134960
Good
No
Rarely
Condo
84
1,192,024
23
Female
7,977
Single
3
High School
Self-Employed
29.981314
Urban
Comprehensive
0
16
454
1
2023-04-14 15:21:39.266452
Good
No
Daily
Apartment
1,190
1,192,025
30
Female
24,666
Divorced
1
PhD
Self-Employed
3.786565
Urban
Comprehensive
2
10
761
9
2022-10-08 15:21:39.191219
Average
Yes
Weekly
Condo
1,170
1,192,026
49
Female
108,639
Married
null
Master's
Employed
8.084863
Suburban
Basic
2
1
674
4
2022-11-29 15:21:39.250151
Good
No
Daily
Condo
3,171
1,192,027
52
Female
20,961
Single
2
Bachelor's
null
34.834182
Suburban
Premium
1
1
665
7
2021-11-25 15:21:39.223901
Average
Yes
Rarely
Apartment
514
1,192,028
18
Male
7,899
Divorced
2
Bachelor's
Employed
45.357717
Suburban
Comprehensive
3
15
730
5
2023-05-13 15:21:39.188220
Poor
Yes
Monthly
Apartment
893
1,192,029
null
Female
45,957
Single
0
High School
Employed
20.064631
Rural
Basic
null
2
602
1
2024-02-22 15:21:39.134960
Poor
Yes
Monthly
Condo
876
1,192,030
28
Male
8,984
Single
1
PhD
Unemployed
21.534689
Suburban
Comprehensive
0
5
784
6
2020-12-06 15:21:39.285112
Average
No
Daily
House
1,184
1,192,031
37
Male
18,478
Single
0
PhD
Self-Employed
10.917796
Rural
Comprehensive
2
13
590
3
2020-11-25 15:21:39.085129
null
Yes
Daily
Condo
2,238
1,192,032
49
Female
12,095
Married
0
Master's
Employed
null
Rural
Comprehensive
0
16
566
2
2022-08-14 15:21:39.092127
Average
No
Weekly
Condo
693
1,192,033
49
Female
64,287
Married
1
High School
Unemployed
12.013479
Rural
Premium
null
12
304
6
2021-04-25 15:21:39.172097
Poor
Yes
Weekly
Condo
3,244
1,192,034
59
Male
27,791
Single
3
High School
Unemployed
23.543293
Suburban
Basic
1
11
713
8
2020-01-23 15:21:39.172097
Poor
Yes
Rarely
House
727
1,192,035
25
Male
7,086
Divorced
4
PhD
Unemployed
34.812117
Urban
Comprehensive
0
11
751
5
2022-01-18 15:21:39.134960
Poor
Yes
Monthly
Apartment
663
1,192,036
22
Female
67,139
Single
1
Master's
null
33.996044
Urban
Comprehensive
0
7
593
5
2020-08-14 15:21:39.169102
Poor
Yes
Daily
Apartment
280
1,192,037
44
Male
29,046
Single
1
Master's
Employed
25.394344
Urban
Basic
0
11
602
8
2021-01-05 15:21:39.280784
Poor
Yes
Weekly
Apartment
3,274
1,192,038
22
Female
5,778
Married
1
PhD
Employed
null
Urban
Premium
null
2
471
6
2023-01-27 15:21:39.226954
Poor
No
Weekly
Apartment
2,187
1,192,039
62
Female
23,863
Single
1
Master's
null
17.751625
Rural
Comprehensive
0
8
635
5
2020-04-14 15:21:39.134960
Good
Yes
Daily
Condo
111
1,192,040
22
Female
648
Married
4
High School
Employed
null
Rural
Premium
1
14
null
8
2023-10-12 15:21:39.186212
Average
Yes
Daily
Apartment
744
1,192,041
23
Male
28,470
Divorced
3
Master's
Self-Employed
null
Urban
Basic
0
19
622
6
2024-04-01 15:21:39.261856
Good
No
Weekly
House
756
1,192,042
22
Female
72,437
Divorced
2
Bachelor's
Employed
28.232678
Suburban
Comprehensive
1
13
413
8
2020-01-22 15:21:39.134960
Average
Yes
Monthly
Condo
1,465
1,192,043
24
Female
63,543
Single
1
High School
Unemployed
null
Urban
Basic
3
13
413
7
2024-08-04 15:21:39.163789
Poor
Yes
Daily
Condo
1,824
1,192,044
55
Male
68,351
Divorced
null
Bachelor's
Unemployed
40.504883
Rural
Comprehensive
1
0
405
7
2024-08-01 15:21:39.285112
Average
Yes
Daily
House
3,938
1,192,045
42
Male
1,756
Divorced
4
High School
null
null
Rural
Premium
null
4
467
6
2024-03-07 15:21:39.113566
Average
No
Weekly
Condo
1,482
1,192,046
23
Female
34,701
Single
1
PhD
Self-Employed
16.305987
Rural
Premium
null
13
536
4
2022-10-01 15:21:39.248098
Average
No
Rarely
House
333
1,192,047
33
Male
15,955
Single
4
Master's
null
36.022836
Suburban
Comprehensive
1
18
null
8
2023-01-26 15:21:39.150730
Average
No
Daily
Apartment
2,767
1,192,048
54
Female
9,079
Divorced
0
Bachelor's
Self-Employed
20.974154
Rural
Comprehensive
0
16
707
6
2023-07-08 15:21:39.134960
Poor
No
Monthly
House
1,630
1,192,049
59
Male
73,292
Divorced
null
Bachelor's
Employed
6.81337
Urban
Premium
null
9
null
7
2019-10-21 15:21:39.134960
Good
Yes
Daily
Condo
366
1,192,050
60
Female
11,933
Married
0
Bachelor's
null
17.243651
Suburban
Premium
1
2
602
8
2021-06-06 15:21:39.122134
null
No
Rarely
House
596
1,192,051
49
Female
979
Divorced
4
Bachelor's
Unemployed
30.164736
Urban
Comprehensive
null
7
361
7
2021-01-16 15:21:39.172097
Poor
No
Weekly
Apartment
1,553
1,192,052
47
Female
29,467
Married
3
Bachelor's
null
6.935854
Rural
Comprehensive
0
7
817
7
2023-02-10 15:21:39.087123
Good
Yes
Monthly
House
1,355
1,192,053
55
Male
null
Divorced
0
PhD
Employed
16.990375
Urban
Premium
1
0
331
4
2021-11-03 15:21:39.254678
Poor
No
Rarely
Apartment
875
1,192,054
26
Female
32,005
Married
4
PhD
Self-Employed
24.010763
Rural
Premium
2
14
472
9
2022-03-13 15:21:39.252145
Poor
No
Rarely
House
472
1,192,055
60
Male
16,225
Married
4
PhD
Unemployed
23.038892
Rural
Basic
null
12
null
1
2022-02-01 15:21:39.257696
Good
No
Daily
Condo
1,410
1,192,056
41
Female
95,579
Married
3
Master's
null
46.602888
Urban
Basic
3
19
498
1
2024-06-21 15:21:39.218388
null
No
Monthly
House
2,566
1,192,057
34
Male
4,077
Single
3
High School
Employed
41.672434
Urban
Basic
1
16
790
6
2020-09-03 15:21:39.283783
Poor
No
Weekly
House
2,519
1,192,058
35
Male
1,642
Single
0
High School
Self-Employed
null
Urban
Basic
3
5
699
7
2022-12-20 15:21:39.209847
Good
Yes
Daily
Apartment
2,161
1,192,059
48
Male
51,354
Married
2
Bachelor's
null
20.153714
Rural
Comprehensive
3
6
636
1
2024-08-06 15:21:39.289099
null
No
Rarely
House
1,165
1,192,060
48
Female
33,043
Single
1
Bachelor's
Employed
13.828166
Rural
Premium
2
13
null
3
2020-06-07 15:21:39.154008
Poor
No
Daily
Condo
472
1,192,061
29
Female
48,891
Single
0
PhD
Self-Employed
10.754624
Suburban
Premium
null
12
382
5
2023-10-24 15:21:39.083497
Good
Yes
Rarely
House
715
1,192,062
22
Male
31,751
Divorced
4
High School
Employed
23.085057
Urban
Basic
null
7
620
4
2024-02-04 15:21:39.115178
Average
Yes
Daily
House
1,202
1,192,063
null
Female
23,981
Divorced
2
Bachelor's
Employed
9.780927
Urban
Basic
null
4
744
9
2020-07-10 15:21:39.134960
Good
No
Weekly
Condo
1,090
1,192,064
35
Male
44,712
Married
4
PhD
Employed
31.066232
Suburban
Premium
3
5
740
4
2023-05-21 15:21:39.256696
Average
Yes
Weekly
Apartment
1,739
1,192,065
61
Female
44,365
Married
4
High School
Unemployed
20.156213
Suburban
Basic
0
12
757
9
2021-07-31 15:21:39.155231
Average
Yes
Rarely
Apartment
679
1,192,066
53
Male
57,815
Divorced
2
Master's
Self-Employed
37.240921
Suburban
Premium
null
1
479
6
2021-12-18 15:21:39.155231
Poor
Yes
Rarely
House
28
1,192,067
59
Female
null
Married
1
Master's
Unemployed
11.087844
Suburban
Premium
1
9
379
1
2021-12-01 15:21:39.276901
Good
Yes
Weekly
Apartment
772
1,192,068
28
Male
18,085
Single
1
Master's
Self-Employed
27.717261
Suburban
Comprehensive
0
13
806
3
2024-02-23 15:21:39.134960
Poor
No
Rarely
Apartment
1,090
1,192,069
57
Female
7,071
Divorced
0
High School
Unemployed
20.079394
Suburban
Premium
null
9
null
2
2020-04-30 15:21:39.251142
Average
Yes
Weekly
Apartment
514
1,192,070
39
Female
59,429
Married
2
PhD
Self-Employed
5.332323
Suburban
Basic
0
6
328
9
2023-01-13 15:21:39.210805
Average
No
Daily
Apartment
689
1,192,071
52
Female
35,239
Married
4
Master's
Unemployed
28.006921
Rural
Premium
0
18
564
2
2022-07-13 15:21:39.237118
Average
Yes
Daily
Apartment
1,246
1,192,072
48
Male
14,079
Divorced
1
High School
Unemployed
48.814777
Rural
Premium
null
12
634
6
2022-04-25 15:21:39.174719
Average
No
Rarely
Apartment
538
1,192,073
46
Female
27,383
Divorced
2
Master's
null
34.481598
Urban
Comprehensive
null
8
null
2
2019-10-17 15:21:39.190215
Average
Yes
Rarely
House
3,697
1,192,074
39
Male
2,363
Divorced
2
Bachelor's
Self-Employed
50.901327
Suburban
Premium
1
15
null
8
2023-04-10 15:21:39.259788
Poor
No
Monthly
House
111
1,192,075
33
Female
28,305
Divorced
4
Bachelor's
Unemployed
25.669745
Urban
Premium
null
11
757
8
2020-02-13 15:21:39.079128
Good
No
Weekly
House
583
1,192,076
18
Male
25,893
Divorced
4
Bachelor's
Unemployed
8.260046
Suburban
Comprehensive
null
13
613
7
2021-07-29 15:21:39.201446
Average
Yes
Daily
House
1,542
1,192,077
64
Male
4,876
Divorced
2
Bachelor's
Employed
34.058954
Rural
Basic
null
10
320
4
2021-06-07 15:21:39.264504
Average
Yes
Weekly
Condo
3,376
1,192,078
52
Male
10,991
Married
3
Master's
null
35.564211
Suburban
Basic
0
15
531
1
2023-11-19 15:21:39.134960
Good
No
Daily
House
1,485
1,192,079
39
Female
122,616
Divorced
2
Bachelor's
Unemployed
31.80584
Urban
Premium
2
3
746
6
2021-01-21 15:21:39.237118
Poor
Yes
Daily
Apartment
2,968
1,192,080
43
Female
18,106
Married
2
High School
Unemployed
20.163367
Rural
Comprehensive
1
16
466
4
2019-10-23 15:21:39.282785
Good
No
Weekly
Apartment
519
1,192,081
46
Female
72,349
Single
2
High School
null
6.604023
Urban
Comprehensive
0
3
783
8
2021-03-20 15:21:39.263607
Poor
Yes
Daily
House
278
1,192,082
23
Female
16,025
Divorced
3
High School
Unemployed
22.501931
Urban
Basic
null
17
542
3
2023-11-03 15:21:39.237118
Average
No
Weekly
Apartment
1,007
1,192,083
42
Male
1,313
Divorced
2
High School
Self-Employed
17.493478
Suburban
Basic
1
1
null
3
2020-09-16 15:21:39.134960
Average
Yes
Daily
House
35
1,192,084
32
Female
39,069
Married
null
PhD
null
24.638624
Rural
Comprehensive
1
12
471
8
2024-06-26 15:21:39.289099
Poor
No
Monthly
Condo
623
1,192,085
19
Male
979
Married
2
PhD
null
null
Rural
Premium
1
19
null
7
2020-05-17 15:21:39.175719
Good
Yes
Monthly
Condo
1,847
1,192,086
27
Male
5,966
Single
2
High School
Employed
13.319898
Rural
Comprehensive
null
5
847
4
2021-06-28 15:21:39.134960
Good
No
Weekly
House
3,180
1,192,087
56
Female
null
Married
null
PhD
Unemployed
45.426514
Urban
Basic
0
4
362
7
2024-03-28 15:21:39.105504
Average
Yes
Daily
Apartment
248
1,192,088
59
Male
18,297
Single
4
High School
Employed
27.569373
Rural
Basic
1
5
843
8
2023-08-20 15:21:39.223901
Poor
Yes
Weekly
Condo
688
1,192,089
28
Female
3,818
Divorced
2
High School
null
16.788378
Rural
Comprehensive
4
14
731
3
2021-05-07 15:21:39.250151
Good
Yes
Rarely
House
923
1,192,090
43
Male
44,127
Married
1
High School
Employed
5.966881
Urban
Premium
2
6
558
6
2021-07-09 15:21:39.147735
Average
Yes
Weekly
Condo
649
1,192,091
40
Male
17,962
Single
4
Master's
Employed
24.89166
Rural
Premium
null
6
596
9
2022-05-09 15:21:39.134960
null
Yes
Rarely
House
514
1,192,092
44
Female
8,645
Divorced
4
Master's
null
27.908204
Urban
Comprehensive
null
3
448
9
2021-05-31 15:21:39.113566
Poor
No
Rarely
Apartment
1,875
1,192,093
58
Female
51,396
Married
3
Master's
null
32.7193
Rural
Premium
null
5
549
5
2021-08-30 15:21:39.155231
Average
Yes
Weekly
House
377
1,192,094
46
Female
54,258
Divorced
4
High School
null
38.723857
Suburban
Comprehensive
null
3
639
1
2019-09-02 15:21:39.171102
null
No
Daily
House
2,626
1,192,095
41
Male
5,525
Divorced
3
High School
null
40.595055
Rural
Comprehensive
2
7
790
1
2024-01-02 15:21:39.134960
Poor
Yes
Rarely
Apartment
101
1,192,096
63
Female
3,547
Single
1
Bachelor's
Employed
16.485939
Suburban
Comprehensive
0
8
773
2
2021-02-23 15:21:39.155231
Good
Yes
Monthly
Apartment
2,470
1,192,097
51
Female
30,206
Married
4
PhD
Self-Employed
7.003583
Suburban
Basic
0
19
787
6
2024-01-04 15:21:39.237118
Average
No
Daily
House
459
1,192,098
31
Male
30,603
Single
4
PhD
null
29.037421
Urban
Premium
0
7
644
3
2024-02-17 15:21:39.121169
Good
Yes
Monthly
House
814
1,192,099
48
Female
104,575
Single
null
Bachelor's
Employed
13.884029
Rural
Comprehensive
2
9
533
7
2022-10-02 15:21:39.079128
Poor
Yes
Weekly
House
3,106