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
1,188,000
28
Female
46,894
Single
null
High School
Unemployed
7.92269
Urban
Premium
4
2
745
6
2021-12-30 15:21:39.172097
Poor
Yes
Daily
Condo
27
1,188,001
57
Male
32,607
Married
3
PhD
null
51.253012
Urban
Premium
null
2
381
5
2021-05-09 15:21:39.109552
Average
Yes
Daily
Apartment
780
1,188,002
33
Male
2,252
Divorced
1
Master's
Unemployed
32.074301
Urban
Premium
1
16
632
7
2020-03-01 15:21:39.281787
Good
Yes
Monthly
Condo
1,842
1,188,003
61
Female
31,671
Single
1
High School
Employed
26.868786
Urban
Premium
0
10
586
2
2021-11-12 15:21:39.134960
Poor
Yes
Daily
Condo
411
1,188,004
21
Female
32,983
Divorced
0
High School
Unemployed
23.404492
Suburban
Premium
1
2
829
8
2024-03-12 15:21:39.236064
Average
Yes
Daily
Apartment
61
1,188,005
22
Male
37,504
Single
2
Bachelor's
Employed
28.064197
Rural
Premium
1
19
699
2
2021-02-12 15:21:39.107553
Average
Yes
Daily
Condo
1,042
1,188,006
63
Female
26,681
Married
2
PhD
Unemployed
29.781316
Rural
Premium
2
17
394
7
2019-12-01 15:21:39.106582
Average
No
Monthly
Condo
1,204
1,188,007
36
Female
13,119
Single
0
High School
Self-Employed
9.828299
Suburban
Premium
null
7
687
3
2023-10-25 15:21:39.204201
Poor
Yes
Monthly
House
306
1,188,008
32
Female
48,542
Married
0
PhD
Employed
21.650124
Urban
Comprehensive
1
10
405
2
2023-11-10 15:21:39.282785
Average
No
Rarely
Apartment
39
1,188,009
47
Female
51,612
Single
0
Master's
Unemployed
31.777916
Suburban
Comprehensive
0
5
623
3
2020-04-24 15:21:39.237118
Average
No
Weekly
Condo
179
1,188,010
19
Female
43,414
Single
2
Master's
Employed
49.828148
Urban
Basic
4
18
786
8
2021-05-29 15:21:39.175719
Poor
Yes
Daily
Apartment
989
1,188,011
30
Female
86,897
Single
1
Bachelor's
null
null
Urban
Premium
null
19
446
9
2024-01-04 15:21:39.264504
Good
Yes
Rarely
Condo
1,078
1,188,012
52
Male
94,896
Married
4
Bachelor's
Self-Employed
39.593122
Rural
Comprehensive
null
10
354
6
2020-09-07 15:21:39.261856
Poor
No
Daily
Apartment
1,244
1,188,013
56
Male
null
Single
4
Master's
null
50.638757
Urban
Basic
1
11
328
4
2021-01-14 15:21:39.221386
Average
No
Daily
House
519
1,188,014
62
Female
2,388
Divorced
0
Bachelor's
null
42.14408
Urban
Basic
1
5
487
3
2020-10-06 15:21:39.120168
Good
Yes
Weekly
Condo
2,453
1,188,015
61
Female
25,003
Divorced
0
Bachelor's
Self-Employed
4.477719
Rural
Premium
0
17
653
2
2022-08-02 15:21:39.155231
Poor
Yes
Daily
Apartment
1,211
1,188,016
42
Female
70,277
Married
2
PhD
null
26.869005
Rural
Premium
null
7
430
8
2022-07-02 15:21:39.129190
Good
No
Monthly
House
178
1,188,017
19
Female
36,759
Divorced
3
High School
null
13.709965
Suburban
Comprehensive
0
11
529
3
2022-11-24 15:21:39.134960
Good
No
Rarely
Condo
732
1,188,018
28
Male
40,593
Married
null
Master's
null
27.642841
Suburban
Basic
1
1
765
5
2023-04-27 15:21:39.229482
null
Yes
Monthly
Apartment
3,413
1,188,019
63
Male
44,787
Single
1
Bachelor's
null
36.779684
Rural
Comprehensive
0
1
666
9
2023-08-22 15:21:39.250151
Poor
No
Daily
Condo
1,401
1,188,020
23
Female
78
Divorced
null
High School
Self-Employed
5.256785
Urban
Basic
null
12
554
4
2021-12-18 15:21:39.132191
Poor
No
Daily
House
1,324
1,188,021
43
Male
null
Single
0
High School
Employed
34.913188
Suburban
Basic
0
13
312
7
2021-09-19 15:21:39.252145
Good
No
Rarely
Condo
1,011
1,188,022
26
Female
25,554
Single
1
High School
Unemployed
8.146579
Suburban
Basic
2
8
702
9
2024-02-09 15:21:39.281787
null
No
Monthly
House
1,519
1,188,023
58
Female
8,079
Single
2
Bachelor's
null
16.584992
Suburban
Comprehensive
null
6
697
3
2022-12-07 15:21:39.120168
Poor
No
Daily
Condo
959
1,188,024
22
Female
53,636
Married
0
PhD
Self-Employed
20.705848
Urban
Comprehensive
0
18
394
7
2020-08-31 15:21:39.190215
Average
Yes
Rarely
House
849
1,188,025
44
Male
15,862
Married
0
High School
Unemployed
14.773946
Suburban
Comprehensive
null
2
null
3
2021-09-06 15:21:39.121169
Good
No
Rarely
House
805
1,188,026
30
Female
55,951
Single
null
Bachelor's
Employed
15.647635
Rural
Premium
null
16
302
5
2020-02-15 15:21:39.171102
Average
Yes
Daily
Apartment
96
1,188,027
42
Female
5,560
null
2
Bachelor's
null
18.591359
Suburban
Basic
null
2
508
6
2020-03-25 15:21:39.231531
Good
No
Weekly
Apartment
876
1,188,028
22
Male
53,583
Married
3
High School
Self-Employed
null
Urban
Premium
null
6
434
2
2020-03-16 15:21:39.096739
Poor
Yes
Rarely
Apartment
930
1,188,029
52
Female
103,520
Single
null
Master's
null
34.695868
Suburban
Premium
0
7
436
6
2021-05-09 15:21:39.192212
Poor
No
Weekly
Condo
2,396
1,188,030
55
Female
7,091
Single
4
Bachelor's
Unemployed
27.795981
Rural
Premium
null
6
741
2
2020-07-01 15:21:39.134960
Average
No
Daily
House
45
1,188,031
52
Female
3,852
Divorced
3
PhD
null
17.886798
Suburban
Comprehensive
0
15
693
7
2020-06-18 15:21:39.150730
Poor
No
Weekly
Condo
119
1,188,032
null
Male
21,989
Divorced
2
PhD
Self-Employed
15.642406
Suburban
Comprehensive
0
14
707
8
2022-11-18 15:21:39.220389
Good
Yes
Monthly
Apartment
25
1,188,033
57
Male
18,703
Married
2
High School
Employed
53.367063
Urban
Basic
0
10
749
7
2024-05-12 15:21:39.237118
Good
Yes
Monthly
House
1,408
1,188,034
31
Female
43,150
Divorced
null
Bachelor's
null
21.711347
Rural
Basic
0
1
583
8
2019-09-24 15:21:39.152732
Good
No
Rarely
Apartment
40
1,188,035
59
Male
27,085
Single
1
Master's
Self-Employed
42.639474
Rural
Comprehensive
1
17
335
7
2022-02-21 15:21:39.237118
Poor
No
Weekly
Apartment
1,434
1,188,036
29
Male
3,468
Single
1
High School
null
15.071219
Suburban
Premium
2
10
801
7
2023-06-26 15:21:39.154008
Good
No
Monthly
House
538
1,188,037
23
Male
619
Married
3
PhD
null
51.935966
Rural
Basic
null
14
684
8
2021-11-23 15:21:39.220389
Good
No
Rarely
Condo
452
1,188,038
33
Male
39,744
Single
1
High School
Unemployed
12.892283
Suburban
Comprehensive
null
13
837
9
2024-01-11 15:21:39.288099
Good
Yes
Daily
Apartment
391
1,188,039
38
Female
38,651
Married
4
PhD
null
31.853993
Suburban
Premium
1
1
759
7
2020-02-12 15:21:39.122134
Average
No
Weekly
Apartment
1,349
1,188,040
23
Female
2,968
Divorced
1
High School
Self-Employed
22.120162
Rural
Basic
0
14
752
3
2022-08-29 15:21:39.107553
Good
No
Rarely
Condo
331
1,188,041
49
Male
148,023
null
2
Bachelor's
Unemployed
12.283671
Suburban
Basic
null
3
498
3
2020-10-26 15:21:39.237118
Poor
Yes
Daily
House
23
1,188,042
30
Male
17,121
Single
3
Bachelor's
Unemployed
34.59574
Suburban
Basic
1
7
null
4
2021-03-15 15:21:39.096739
Good
Yes
Monthly
House
1,219
1,188,043
61
Male
3,174
Single
4
Bachelor's
Unemployed
null
Suburban
Basic
null
13
644
7
2022-09-02 15:21:39.155231
Average
No
Daily
Apartment
1,397
1,188,044
60
Female
3,033
Married
0
Master's
null
38.494919
Rural
Basic
1
12
467
1
2022-08-20 15:21:39.155231
Average
Yes
Monthly
Apartment
1,079
1,188,045
59
Male
8,077
Single
4
Bachelor's
null
21.816296
Urban
Comprehensive
1
10
569
2
2021-09-20 15:21:39.130190
Average
No
Weekly
Apartment
1,358
1,188,046
30
Male
38,509
Married
0
Master's
null
21.702173
Suburban
Premium
0
9
null
1
2021-12-27 15:21:39.187211
Good
No
Monthly
Condo
1,120
1,188,047
60
Male
25,011
Married
2
PhD
null
32.177867
Urban
Comprehensive
1
15
null
8
2021-03-07 15:21:39.155231
Good
Yes
Daily
House
1,309
1,188,048
45
Female
5,872
Divorced
0
Master's
null
7.834213
Urban
Premium
2
6
818
1
2023-06-20 15:21:39.134960
Good
Yes
Rarely
Condo
590
1,188,049
33
Female
43,959
Married
0
PhD
null
25.261622
Urban
Premium
2
7
774
4
2020-03-08 15:21:39.254678
Poor
No
Monthly
House
644
1,188,050
50
Male
36,373
Divorced
3
High School
null
50.252972
Suburban
Premium
1
7
614
4
2021-03-24 15:21:39.174719
Average
Yes
Rarely
House
2,925
1,188,051
51
Female
29,058
Married
2
PhD
null
5.138212
Suburban
Premium
0
13
573
9
2023-05-05 15:21:39.259788
Average
No
Monthly
Condo
695
1,188,052
18
Female
62,276
Single
3
Master's
Employed
31.766691
Rural
Comprehensive
0
10
794
3
2023-08-17 15:21:39.155231
null
No
Weekly
Condo
2,221
1,188,053
33
Male
16,087
Single
null
Master's
Employed
17.638387
Urban
Basic
1
2
759
7
2022-10-27 15:21:39.155231
Average
Yes
Rarely
Apartment
546
1,188,054
55
Female
68,969
Single
1
PhD
null
20.797674
Rural
Basic
2
2
629
7
2024-04-11 15:21:39.116179
Poor
Yes
Monthly
Apartment
1,875
1,188,055
null
Male
2,415
Married
2
Bachelor's
Unemployed
34.99472
Urban
Basic
3
4
522
3
2021-04-11 15:21:39.105504
Good
Yes
Rarely
Apartment
954
1,188,056
54
Male
15,280
Divorced
1
Master's
Employed
19.754909
Rural
Basic
0
18
706
9
2022-05-03 15:21:39.192212
Poor
Yes
Weekly
House
464
1,188,057
48
Female
50,348
Married
0
PhD
Self-Employed
4.265049
Suburban
Comprehensive
1
13
310
3
2023-06-30 15:21:39.185215
Poor
No
Weekly
Condo
234
1,188,058
30
Male
85,935
Single
null
Master's
Unemployed
47.351641
Rural
Premium
1
3
351
1
2023-02-02 15:21:39.187211
Average
Yes
Rarely
House
936
1,188,059
39
Male
7,909
Divorced
2
Bachelor's
null
43.822263
Urban
Premium
2
7
564
5
2023-10-18 15:21:39.256696
Average
Yes
Weekly
House
123
1,188,060
60
Male
17,289
Married
1
Bachelor's
Employed
null
Rural
Comprehensive
1
16
null
1
2020-05-05 15:21:39.087123
Good
Yes
Weekly
Condo
876
1,188,061
49
Female
44,127
Married
3
Master's
Unemployed
37.357058
Rural
Comprehensive
0
12
668
6
2022-08-26 15:21:39.192212
Average
Yes
Monthly
Apartment
1,167
1,188,062
29
Male
6,097
Single
1
High School
null
28.387767
Urban
Premium
2
11
514
4
2020-01-16 15:21:39.244069
Good
No
Daily
House
736
1,188,063
46
Male
45,017
Single
3
PhD
Employed
24.591323
Rural
Comprehensive
3
8
null
4
2023-01-12 15:21:39.222387
Good
Yes
Daily
House
703
1,188,064
null
Female
99,841
Married
0
PhD
Employed
17.374042
Suburban
Basic
null
0
431
1
2022-04-29 15:21:39.211806
Average
No
Weekly
Condo
1,482
1,188,065
26
Male
5,837
Divorced
2
Master's
null
7.404069
Rural
Comprehensive
null
1
null
1
2024-07-31 15:21:39.237118
Poor
Yes
Rarely
Apartment
1,079
1,188,066
53
Female
3,034
Single
null
PhD
Unemployed
15.867271
Urban
Comprehensive
2
12
559
6
2022-04-16 15:21:39.174719
Poor
No
Monthly
House
423
1,188,067
31
Female
2,692
Single
1
Bachelor's
Employed
null
Urban
Basic
1
19
472
9
2022-03-04 15:21:39.254678
Average
No
Weekly
Apartment
543
1,188,068
26
Female
7,466
Married
4
High School
Employed
28.9984
Suburban
Comprehensive
0
2
null
5
2022-11-14 15:21:39.282785
Good
Yes
Weekly
Apartment
1,766
1,188,069
55
Female
28,503
Divorced
4
High School
Employed
44.336956
Rural
Basic
2
1
637
3
2021-10-20 15:21:39.134960
Average
Yes
Monthly
House
803
1,188,070
34
Male
null
Married
null
High School
null
10.476424
Suburban
Comprehensive
1
3
494
2
2022-10-09 15:21:39.084065
Poor
No
Weekly
Condo
367
1,188,071
46
Female
5,737
Single
1
PhD
Unemployed
39.50402
Suburban
Basic
1
5
695
1
2021-03-14 15:21:39.226954
Poor
No
Weekly
Condo
1,179
1,188,072
55
Female
193
Divorced
1
Bachelor's
Self-Employed
11.092131
Urban
Premium
3
2
654
3
2024-06-10 15:21:39.106582
Good
Yes
Rarely
House
161
1,188,073
28
Male
38,147
Married
null
Bachelor's
Unemployed
17.552216
Rural
Comprehensive
null
0
671
6
2021-11-05 15:21:39.283783
Average
Yes
Weekly
House
794
1,188,074
50
Male
16,285
Single
4
High School
Employed
45.647958
Rural
Premium
null
15
null
5
2021-12-05 15:21:39.171102
Average
Yes
Monthly
House
1,516
1,188,075
60
Female
36,907
Married
2
Master's
null
12.297323
Suburban
Basic
null
5
339
9
2020-05-21 15:21:39.211806
Poor
Yes
Daily
Apartment
977
1,188,076
51
Male
5,815
Divorced
0
PhD
null
11.15011
Rural
Comprehensive
null
14
786
6
2023-05-10 15:21:39.092127
Poor
No
Weekly
Condo
531
1,188,077
32
Male
47,876
Married
3
Bachelor's
null
28.719262
Urban
Comprehensive
2
17
336
4
2022-11-12 15:21:39.155231
Poor
Yes
Rarely
Apartment
3,543
1,188,078
35
Female
23,094
Single
2
Master's
null
46.849556
Suburban
Premium
1
14
477
9
2020-10-03 15:21:39.201446
Poor
Yes
Rarely
Apartment
178
1,188,079
38
Male
62,295
Divorced
0
High School
null
26.80968
Rural
Basic
0
5
665
3
2022-10-19 15:21:39.281787
Poor
No
Weekly
Apartment
136
1,188,080
46
Male
67,571
Divorced
1
PhD
null
18.534785
Urban
Comprehensive
null
13
321
2
2020-12-31 15:21:39.237118
Poor
Yes
Daily
Apartment
554
1,188,081
20
Male
3,193
Married
4
Bachelor's
null
46.619149
Urban
Premium
1
5
310
7
2024-06-17 15:21:39.272456
Good
No
Weekly
House
2,195
1,188,082
31
Female
14,094
Single
2
Bachelor's
Self-Employed
30.994846
Suburban
Premium
null
13
608
2
2021-08-09 15:21:39.246098
Poor
Yes
Monthly
Condo
648
1,188,083
21
Male
30,286
Single
4
Master's
null
33.792236
Suburban
Premium
0
1
668
2
2022-06-25 15:21:39.095696
null
No
Weekly
Apartment
872
1,188,084
44
Female
89,509
Single
2
PhD
Self-Employed
20.912245
Urban
Comprehensive
2
9
788
1
2023-07-03 15:21:39.248098
Average
No
Rarely
Apartment
393
1,188,085
42
Female
35,682
Divorced
3
Bachelor's
Self-Employed
34.945284
Suburban
Basic
0
17
689
2
2022-11-02 15:21:39.222387
Poor
No
Weekly
House
924
1,188,086
44
Female
63,318
Single
null
High School
null
18.586694
Suburban
Comprehensive
0
13
396
8
2020-06-30 15:21:39.176717
Good
No
Daily
House
497
1,188,087
34
Female
145,704
Divorced
1
Bachelor's
null
36.304743
Suburban
Basic
1
9
385
8
2020-04-04 15:21:39.261856
Good
Yes
Monthly
Apartment
365
1,188,088
20
Female
77,714
Divorced
3
Master's
Self-Employed
18.688508
Suburban
Basic
1
11
727
2
2021-08-13 15:21:39.082499
Average
No
Monthly
Apartment
108
1,188,089
25
Female
16,676
Single
0
Master's
Self-Employed
16.172995
Rural
Premium
0
18
766
4
2020-10-08 15:21:39.155231
Poor
No
Daily
House
564
1,188,090
47
Female
22,293
Divorced
4
High School
Self-Employed
17.912221
Suburban
Premium
null
2
693
8
2022-06-03 15:21:39.192212
Average
No
Rarely
Condo
242
1,188,091
40
Female
67,516
Single
0
High School
Unemployed
42.648514
Rural
Comprehensive
2
12
680
2
2022-06-30 15:21:39.091080
Average
Yes
Rarely
Apartment
2,296
1,188,092
26
Male
39,042
Married
2
PhD
Unemployed
24.63439
Urban
Basic
1
18
682
3
2022-02-11 15:21:39.167099
Good
Yes
Weekly
Condo
569
1,188,093
35
Female
8,063
Married
null
Bachelor's
null
17.141207
Rural
Premium
1
3
834
4
2023-01-26 15:21:39.224915
null
No
Daily
Condo
1,245
1,188,094
50
Male
10,173
Single
null
Bachelor's
null
12.037002
Rural
Comprehensive
0
9
515
4
2020-05-15 15:21:39.260856
Good
Yes
Rarely
House
724
1,188,095
57
Female
1,326
Married
1
Bachelor's
Employed
null
Suburban
Comprehensive
4
11
728
5
2023-10-24 15:21:39.122134
Good
No
Daily
House
1,229
1,188,096
34
Female
452
Single
2
Master's
Self-Employed
37.285914
Rural
Comprehensive
null
7
441
4
2024-05-18 15:21:39.175719
Poor
Yes
Daily
Condo
759
1,188,097
63
Female
34,386
Married
4
PhD
Self-Employed
24.671559
Suburban
Basic
null
15
363
3
2021-03-08 15:21:39.287115
Good
No
Weekly
Apartment
1,162
1,188,098
61
Male
62,466
null
1
Master's
Employed
13.805902
Urban
Comprehensive
5
5
513
6
2023-12-15 15:21:39.192212
Good
No
Rarely
Condo
100
1,188,099
28
Female
73,889
Divorced
null
Bachelor's
null
null
Suburban
Basic
1
12
null
5
2023-02-21 15:21:39.237118
Poor
Yes
Monthly
Condo
2,264