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
1,193,000
59
Female
15,601
Single
3
PhD
Unemployed
29.124564
Rural
Premium
2
0
574
8
2022-07-21 15:21:39.287115
Average
Yes
Daily
Apartment
621
1,193,001
58
Female
82,760
Divorced
0
Master's
Self-Employed
9.955594
Suburban
Premium
2
13
765
1
2023-05-02 15:21:39.155231
null
Yes
Weekly
House
758
1,193,002
33
Female
47,648
Divorced
4
PhD
Unemployed
38.869301
Rural
Basic
0
18
625
6
2020-03-09 15:21:39.270454
Average
Yes
Daily
House
326
1,193,003
63
Male
28,496
Single
2
PhD
null
16.484931
Suburban
Premium
null
18
null
7
2019-08-25 15:21:39.202448
Poor
Yes
Weekly
House
49
1,193,004
40
Female
15,987
Divorced
4
Bachelor's
Employed
27.904012
Rural
Basic
0
11
805
4
2022-09-17 15:21:39.226954
Average
No
Rarely
Condo
1,171
1,193,005
60
Male
38,156
Married
1
PhD
Employed
20.584773
Urban
Basic
0
10
452
7
2021-02-25 15:21:39.126661
Average
No
Rarely
Apartment
703
1,193,006
23
Male
56,496
Married
0
High School
Employed
32.51894
Urban
Comprehensive
0
7
489
4
2021-03-06 15:21:39.134960
Good
No
Rarely
House
1,887
1,193,007
51
Male
29,685
Married
2
High School
null
20.123071
Suburban
Comprehensive
null
4
809
9
2021-11-15 15:21:39.180553
null
No
Weekly
House
1,239
1,193,008
32
Female
15,761
Married
4
High School
Employed
10.981559
Suburban
Basic
1
15
536
1
2023-01-08 15:21:39.264504
Good
Yes
Weekly
Apartment
822
1,193,009
52
Male
44,354
Single
3
PhD
Employed
23.388833
Urban
Premium
1
10
494
7
2019-12-28 15:21:39.174719
Good
Yes
Rarely
House
719
1,193,010
21
Female
74,500
Single
null
Bachelor's
Unemployed
8.020118
Rural
Premium
2
6
510
2
2021-03-13 15:21:39.132191
Average
No
Rarely
House
2,200
1,193,011
18
Female
17,788
Divorced
2
Bachelor's
Employed
11.072948
Suburban
Premium
0
1
746
2
2023-07-26 15:21:39.221386
Poor
No
Weekly
Apartment
879
1,193,012
42
Male
4,774
Divorced
2
Master's
null
38.068162
Urban
Comprehensive
null
19
617
7
2024-05-23 15:21:39.199447
Poor
Yes
Daily
House
24
1,193,013
36
Female
82,569
Single
1
PhD
null
30.253363
Urban
Premium
0
16
473
4
2023-09-23 15:21:39.226954
Good
No
Rarely
Apartment
80
1,193,014
33
Male
61,171
Married
1
Master's
Employed
50.377035
Suburban
Premium
1
4
692
6
2022-11-27 15:21:39.216387
Good
No
Weekly
House
2,169
1,193,015
36
Female
11,583
Single
1
High School
Unemployed
39.908157
Rural
Premium
0
6
758
1
2023-01-03 15:21:39.155231
Good
Yes
Rarely
Condo
785
1,193,016
34
Female
1,318
Divorced
2
PhD
null
24.676975
Urban
Comprehensive
0
7
486
5
2023-03-12 15:21:39.285112
Average
No
Rarely
Condo
1,883
1,193,017
48
Female
74,089
Divorced
2
High School
Unemployed
51.641889
Suburban
Premium
null
9
586
9
2024-04-28 15:21:39.237118
Poor
Yes
Daily
Condo
3,321
1,193,018
57
Male
29,813
Single
2
High School
Self-Employed
6.204866
Rural
Comprehensive
1
3
718
9
2022-04-17 15:21:39.079128
Average
No
Daily
Condo
1,082
1,193,019
19
Female
2,221
Single
0
PhD
Unemployed
16.55147
Urban
Basic
0
8
848
8
2024-04-16 15:21:39.199447
null
Yes
Weekly
Apartment
131
1,193,020
28
Female
null
Single
3
High School
Self-Employed
21.623714
Rural
Comprehensive
0
11
348
3
2021-01-17 15:21:39.115178
Good
No
Daily
House
959
1,193,021
27
Female
123,975
Married
3
PhD
null
21.928382
Urban
Basic
0
0
431
8
2022-12-19 15:21:39.214388
Good
No
Monthly
Condo
462
1,193,022
58
Male
15,761
Divorced
0
High School
Unemployed
15.885058
Urban
Basic
0
17
386
8
2024-03-11 15:21:39.134960
null
Yes
Rarely
Apartment
2,943
1,193,023
26
Female
149,304
Married
4
PhD
Unemployed
33.813139
Suburban
Basic
1
0
588
9
2022-01-24 15:21:39.248098
Good
No
Monthly
Condo
325
1,193,024
25
Female
63,326
Married
1
PhD
Unemployed
26.39286
Rural
Comprehensive
null
16
391
1
2020-12-05 15:21:39.155231
Poor
No
Weekly
Condo
609
1,193,025
56
Male
75,733
Married
3
Master's
Employed
25.27305
Suburban
Basic
null
14
324
2
2022-02-03 15:21:39.123711
Average
No
Rarely
Apartment
553
1,193,026
53
Female
49,275
Married
2
Master's
Self-Employed
24.56487
Rural
Premium
null
2
696
2
2021-12-24 15:21:39.124659
Poor
Yes
Daily
Apartment
359
1,193,027
54
Female
39,061
Married
2
PhD
Self-Employed
14.391239
Suburban
Comprehensive
null
19
688
6
2020-12-07 15:21:39.174719
Good
Yes
Monthly
Condo
1,259
1,193,028
22
Female
59,092
Single
4
PhD
Employed
21.882904
Suburban
Basic
0
14
835
2
2019-10-08 15:21:39.212862
Good
No
Daily
Apartment
49
1,193,029
43
Male
27,430
Single
3
PhD
Unemployed
5.339876
Urban
Basic
1
9
537
5
2021-10-11 15:21:39.134960
Poor
No
Weekly
Condo
944
1,193,030
43
Female
86,670
Single
0
Master's
Unemployed
24.753613
Suburban
Premium
0
10
427
6
2020-05-02 15:21:39.091080
Average
No
Weekly
Condo
3,352
1,193,031
27
Female
34,192
Single
1
PhD
Self-Employed
9.24292
Urban
Basic
null
15
734
5
2022-12-19 15:21:39.090124
Good
No
Monthly
Condo
1,045
1,193,032
40
Female
9,235
Divorced
2
PhD
Unemployed
32.492018
Urban
Basic
null
7
547
2
2021-05-05 15:21:39.098696
Average
No
Monthly
Condo
1,341
1,193,033
33
Male
10,100
Married
null
PhD
Self-Employed
11.735273
Suburban
Premium
null
6
743
9
2024-03-25 15:21:39.237118
Good
Yes
Rarely
Condo
671
1,193,034
27
Female
50,947
Married
0
Master's
Self-Employed
27.44017
Rural
Comprehensive
null
4
436
9
2021-04-01 15:21:39.115178
Good
Yes
Monthly
Apartment
855
1,193,035
22
Male
27,674
Married
3
PhD
null
29.5959
Urban
Comprehensive
1
6
830
2
2023-04-30 15:21:39.261856
Average
No
Weekly
Condo
508
1,193,036
61
Female
7,062
Married
1
PhD
Self-Employed
5.917374
Suburban
Comprehensive
0
9
818
6
2019-12-07 15:21:39.079128
null
No
Rarely
Apartment
25
1,193,037
18
Female
28,961
Single
2
High School
Self-Employed
24.098489
Urban
Premium
null
5
636
6
2023-05-28 15:21:39.189223
Good
No
Monthly
Condo
1,006
1,193,038
51
Male
5,838
Single
2
PhD
Unemployed
38.584848
Suburban
Basic
3
6
347
7
2021-12-18 15:21:39.194829
Poor
No
Weekly
House
27
1,193,039
58
Female
4,597
Divorced
3
Bachelor's
Employed
26.926651
Urban
Basic
0
16
383
7
2021-07-11 15:21:39.270454
Good
Yes
Weekly
Apartment
902
1,193,040
35
Male
2,623
Single
3
Bachelor's
Self-Employed
17.268888
Rural
Comprehensive
0
11
398
1
2023-11-25 15:21:39.208842
Average
No
Monthly
House
1,016
1,193,041
53
Male
1,642
Divorced
null
Bachelor's
Self-Employed
24.824158
Suburban
Premium
1
2
468
4
2020-04-24 15:21:39.122134
Average
No
Monthly
Condo
1,119
1,193,042
43
Female
134,545
Single
2
Bachelor's
Employed
7.56429
Rural
Comprehensive
2
4
769
7
2021-08-02 15:21:39.256696
Good
Yes
Weekly
Apartment
2,121
1,193,043
63
Male
26,396
Married
4
Master's
Employed
15.185738
Urban
Comprehensive
2
5
699
3
2024-02-22 15:21:39.254678
Poor
No
Monthly
House
1,231
1,193,044
19
Female
38,768
Married
1
Bachelor's
Unemployed
null
Suburban
Comprehensive
2
16
832
9
2022-11-10 15:21:39.144722
Good
Yes
Weekly
House
561
1,193,045
26
Female
37,730
Single
1
Bachelor's
null
18.681956
Suburban
Basic
1
14
518
6
2021-12-11 15:21:39.094752
Average
Yes
Daily
House
297
1,193,046
22
Male
103,376
Single
0
Bachelor's
Self-Employed
null
Suburban
Basic
2
3
null
2
2020-03-21 15:21:39.089116
Good
No
Daily
Apartment
1,309
1,193,047
62
Female
31,825
Divorced
2
Master's
Unemployed
6.454915
Suburban
Comprehensive
0
19
758
1
2021-01-14 15:21:39.282785
Poor
No
Daily
Condo
2,361
1,193,048
32
Male
5,902
Married
3
Master's
Unemployed
21.845554
Rural
Premium
null
4
538
2
2024-03-09 15:21:39.094752
Average
No
Rarely
Apartment
1,133
1,193,049
56
Male
23,937
Married
4
PhD
Employed
29.105784
Suburban
Basic
null
1
361
9
2022-12-24 15:21:39.175719
Good
No
Weekly
Apartment
1,091
1,193,050
33
Female
1,388
Married
1
Master's
Unemployed
null
Urban
Comprehensive
null
4
585
8
2020-11-08 15:21:39.090124
Poor
No
Rarely
Condo
693
1,193,051
62
Male
24,000
Married
2
PhD
Unemployed
21.357036
Urban
Premium
1
19
709
2
2024-03-08 15:21:39.192212
Average
No
Rarely
House
919
1,193,052
31
Female
71,367
Single
null
Bachelor's
null
null
Rural
Basic
4
5
541
5
2021-05-22 15:21:39.252145
Good
No
Monthly
Condo
1,012
1,193,053
41
Male
6,464
null
2
High School
Self-Employed
21.996499
Suburban
Comprehensive
1
6
601
8
2023-07-19 15:21:39.092127
Good
No
Monthly
House
817
1,193,054
20
Female
940
Divorced
1
Master's
Employed
null
Suburban
Premium
2
17
null
9
2021-09-06 15:21:39.147735
Good
Yes
Weekly
Apartment
795
1,193,055
24
Female
4,000
Divorced
4
Master's
Unemployed
6.836805
Rural
Basic
3
3
475
3
2024-08-13 15:21:39.081504
Average
No
Daily
Apartment
427
1,193,056
41
Male
6,567
Single
1
Master's
Self-Employed
11.332864
Rural
Comprehensive
0
6
487
9
2021-04-05 15:21:39.192212
Poor
Yes
Rarely
Condo
2,133
1,193,057
35
Male
35,073
Married
4
PhD
Self-Employed
16.928262
Urban
Premium
1
6
357
8
2021-03-04 15:21:39.288099
Good
Yes
Monthly
House
3,044
1,193,058
39
Female
10,265
Single
0
Master's
Employed
21.443702
Urban
Comprehensive
2
10
650
8
2020-02-03 15:21:39.209847
Good
Yes
Weekly
Apartment
336
1,193,059
27
Male
40,224
Divorced
0
Master's
Employed
8.243927
Rural
Premium
null
8
783
9
2023-05-05 15:21:39.106582
Average
Yes
Rarely
House
2,196
1,193,060
27
Female
27,863
Single
2
High School
null
9.719434
Urban
Basic
null
6
759
6
2019-09-26 15:21:39.219432
Poor
Yes
Weekly
Apartment
22
1,193,061
60
Female
28,182
Married
2
PhD
null
6.733939
Rural
Basic
0
11
699
6
2020-07-20 15:21:39.237118
null
No
Rarely
House
2,897
1,193,062
35
Male
null
Single
3
High School
Self-Employed
23.798506
Suburban
Premium
0
3
626
3
2022-09-08 15:21:39.285112
Poor
No
Daily
House
129
1,193,063
64
Male
37,744
Married
null
Master's
Unemployed
26.674471
Urban
Premium
null
13
802
4
2023-09-26 15:21:39.121169
Good
Yes
Weekly
Condo
472
1,193,064
20
Female
6,972
Divorced
4
Bachelor's
null
37.226322
Suburban
Basic
3
14
734
9
2021-01-21 15:21:39.134960
null
Yes
Daily
Apartment
1,516
1,193,065
41
Male
138,716
Single
2
Master's
Unemployed
22.582304
Urban
Basic
1
9
null
6
2024-05-14 15:21:39.180553
Poor
No
Daily
House
394
1,193,066
59
Male
82,337
Married
2
PhD
Unemployed
30.240632
Suburban
Comprehensive
0
10
336
9
2022-08-13 15:21:39.256696
Average
No
Daily
Condo
2,544
1,193,067
47
Male
40,773
Married
0
High School
Employed
5.435812
Suburban
Premium
3
6
554
2
2021-09-20 15:21:39.251142
Average
No
Daily
Condo
1,207
1,193,068
21
Female
4,976
Married
null
Master's
null
6.349567
Rural
Comprehensive
null
6
452
8
2021-07-20 15:21:39.143708
Average
No
Rarely
Condo
3,966
1,193,069
31
Female
44,774
Married
2
PhD
null
9.186734
Urban
Comprehensive
0
13
333
2
2019-08-19 15:21:39.225916
Good
Yes
Daily
Condo
3,026
1,193,070
46
Male
48,724
Married
3
Master's
Unemployed
7.758381
Rural
Premium
0
0
333
1
2024-04-10 15:21:39.155231
Good
Yes
Daily
Condo
821
1,193,071
22
Male
null
Married
0
Bachelor's
null
21.723553
Urban
Comprehensive
0
12
398
2
2022-03-02 15:21:39.192212
Good
No
Daily
Condo
618
1,193,072
55
Male
73,856
Divorced
1
PhD
Employed
17.333549
Rural
Basic
2
0
543
6
2022-04-04 15:21:39.237118
Average
Yes
Daily
Condo
2,033
1,193,073
32
Female
84,238
Single
2
PhD
Self-Employed
29.025738
Suburban
Comprehensive
1
5
774
9
2023-05-24 15:21:39.106582
Good
Yes
Daily
Condo
283
1,193,074
null
Female
219
Single
2
Bachelor's
Employed
20.717904
Rural
Comprehensive
1
9
null
2
2022-01-10 15:21:39.237118
Good
No
Weekly
House
2,940
1,193,075
44
Male
127,290
Single
2
PhD
Employed
12.426475
Rural
Basic
1
16
314
3
2024-03-09 15:21:39.129190
Good
No
Daily
Apartment
607
1,193,076
21
Female
5,714
Divorced
3
PhD
null
null
Urban
Basic
0
19
546
7
2020-04-26 15:21:39.261856
Average
Yes
Monthly
Apartment
2,526
1,193,077
32
Male
18,061
Divorced
4
High School
null
28.809735
Urban
Premium
0
0
null
9
2023-03-26 15:21:39.134960
Average
No
Rarely
Condo
846
1,193,078
35
Female
707
Divorced
4
Master's
Unemployed
null
Rural
Basic
2
4
622
6
2021-05-22 15:21:39.086123
Poor
No
Daily
Condo
513
1,193,079
38
Male
485
Single
3
High School
Employed
42.639271
Urban
Basic
2
3
519
5
2021-04-30 15:21:39.194829
Average
Yes
Rarely
Condo
1,237
1,193,080
40
Male
16,285
Single
2
Bachelor's
Self-Employed
null
Rural
Premium
null
9
598
1
2022-11-12 15:21:39.128286
Average
No
Weekly
Condo
589
1,193,081
37
Male
17,096
Divorced
null
PhD
Employed
46.923842
Rural
Premium
0
15
835
1
2020-09-07 15:21:39.102694
Poor
No
Daily
Apartment
2,894
1,193,082
60
Male
10,892
Divorced
4
Master's
null
40.988901
Suburban
Comprehensive
null
14
632
9
2023-03-04 15:21:39.281787
Average
Yes
Monthly
House
1,379
1,193,083
62
Male
29,091
Divorced
3
High School
Employed
11.555526
Rural
Premium
0
10
510
6
2020-08-09 15:21:39.273973
Poor
No
Weekly
Condo
944
1,193,084
44
Male
26,296
Divorced
3
PhD
Unemployed
29.788095
Suburban
Comprehensive
0
13
null
9
2023-11-03 15:21:39.226954
Good
No
Rarely
Condo
1,101
1,193,085
22
Female
665
Single
null
High School
null
52.155068
Suburban
Basic
0
18
null
2
2019-10-31 15:21:39.088124
Good
No
Monthly
Apartment
1,907
1,193,086
46
Male
4,905
Married
2
Bachelor's
Unemployed
18.569498
Suburban
Basic
2
15
528
1
2020-08-09 15:21:39.263607
Poor
No
Monthly
Apartment
1,728
1,193,087
34
Female
40,399
Single
3
Master's
Self-Employed
3.876442
Suburban
Basic
null
12
513
8
2023-12-17 15:21:39.192212
Poor
Yes
Weekly
House
2,903
1,193,088
28
Female
14,054
Divorced
0
High School
null
21.845546
Suburban
Basic
1
17
848
9
2022-11-01 15:21:39.151732
null
Yes
Weekly
Condo
609
1,193,089
44
Male
28,883
Married
3
Bachelor's
null
7.27087
Rural
Basic
1
10
679
3
2023-07-16 15:21:39.093681
Average
No
Weekly
Condo
1,328
1,193,090
25
Female
37,692
Single
0
High School
Unemployed
34.927582
Urban
Premium
0
7
null
9
2023-09-05 15:21:39.185215
Good
No
Rarely
House
961
1,193,091
51
Male
3,620
Divorced
1
Bachelor's
Employed
14.14431
Suburban
Comprehensive
2
18
791
1
2023-08-15 15:21:39.134960
Average
Yes
Rarely
Apartment
463
1,193,092
62
Female
12,441
Single
0
High School
Employed
31.73929
Suburban
Premium
0
12
615
9
2024-04-08 15:21:39.186212
Average
Yes
Monthly
Condo
1,637
1,193,093
26
Male
7,087
Married
4
Bachelor's
Unemployed
null
Suburban
Basic
1
3
778
6
2023-05-10 15:21:39.276901
Poor
Yes
Daily
Condo
1,529
1,193,094
34
Male
25,155
Married
null
Bachelor's
Unemployed
44.998097
Suburban
Basic
0
11
635
9
2021-02-01 15:21:39.085129
Poor
Yes
Daily
House
907
1,193,095
29
Female
1,328
Divorced
null
High School
Unemployed
51.614949
Suburban
Premium
0
2
478
6
2020-11-30 15:21:39.233998
Poor
No
Daily
Condo
541
1,193,096
57
Female
4,535
Married
0
PhD
Employed
24.737132
Suburban
Premium
null
15
596
7
2022-05-22 15:21:39.237118
Good
Yes
Daily
Condo
1,874
1,193,097
36
Male
11,970
Single
0
Master's
Self-Employed
33.049334
Rural
Premium
1
3
614
8
2022-05-30 15:21:39.282785
Good
Yes
Weekly
House
969
1,193,098
25
Male
109,305
Divorced
0
Bachelor's
Self-Employed
31.490096
Rural
Basic
0
13
null
4
2024-03-27 15:21:39.286113
Poor
No
Monthly
Condo
154
1,193,099
46
Male
14,086
Divorced
4
High School
Self-Employed
23.89739
Urban
Comprehensive
null
1
713
6
2020-08-01 15:21:39.086123
Average
Yes
Rarely
Apartment
619