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
1,191,000
42
Female
17,140
Divorced
1
High School
Self-Employed
29.591238
Urban
Comprehensive
0
3
null
1
2021-03-24 15:21:39.278402
Average
No
Rarely
Apartment
483
1,191,001
56
Male
6,835
Single
1
High School
Employed
47.972146
Suburban
Premium
null
0
731
9
2024-07-04 15:21:39.086123
Poor
No
Weekly
Apartment
2,166
1,191,002
54
Male
12,152
Married
4
Master's
Employed
16.530767
Urban
Comprehensive
0
18
666
2
2021-05-21 15:21:39.089116
Good
No
Weekly
House
610
1,191,003
24
Male
3,039
Married
1
PhD
Unemployed
10.558417
Suburban
Premium
2
5
590
4
2024-07-20 15:21:39.171102
Good
No
Weekly
Condo
617
1,191,004
34
Female
37,703
Divorced
0
Master's
Self-Employed
21.922102
Urban
Basic
0
7
null
9
2023-02-23 15:21:39.245086
Average
No
Monthly
House
1,410
1,191,005
35
Male
43,832
Married
1
High School
null
13.376593
Rural
Basic
null
18
722
8
2019-09-26 15:21:39.094752
Good
Yes
Weekly
Condo
194
1,191,006
37
Female
32,006
Divorced
2
High School
Self-Employed
29.073279
Suburban
Comprehensive
1
12
543
6
2021-05-19 15:21:39.148733
Average
Yes
Monthly
Apartment
472
1,191,007
24
Male
3,920
Married
2
Bachelor's
Employed
3.848758
Urban
Basic
null
9
459
1
2020-12-31 15:21:39.155231
Poor
Yes
Rarely
Apartment
1,251
1,191,008
63
Male
11,365
Married
4
PhD
null
16.611595
Urban
Basic
0
8
562
3
2023-01-31 15:21:39.120168
Good
Yes
Daily
Condo
1,460
1,191,009
56
Male
1,025
Single
1
High School
null
null
Suburban
Comprehensive
null
18
496
2
2020-03-27 15:21:39.155231
Poor
No
Monthly
Condo
872
1,191,010
44
Female
28,401
Single
4
PhD
null
41.554536
Suburban
Premium
null
19
786
9
2023-11-15 15:21:39.278402
Good
No
Weekly
House
497
1,191,011
55
Female
43,288
Divorced
1
PhD
Self-Employed
22.929753
Urban
Premium
null
15
null
7
2022-07-03 15:21:39.223390
Poor
Yes
Rarely
Apartment
285
1,191,012
39
Female
16,652
Married
1
High School
Self-Employed
17.85726
Rural
Premium
1
12
676
1
2022-12-20 15:21:39.092127
Average
Yes
Rarely
Condo
474
1,191,013
64
Male
125,847
Married
null
PhD
null
28.185717
Suburban
Basic
null
8
498
7
2022-01-15 15:21:39.176717
null
No
Monthly
Condo
1,677
1,191,014
51
Male
42,856
Married
0
Master's
Employed
20.725745
Suburban
Premium
0
4
null
7
2021-10-13 15:21:39.144722
null
Yes
Weekly
Apartment
166
1,191,015
52
Male
17,561
Divorced
1
PhD
Employed
25.919195
Rural
Comprehensive
1
15
812
9
2023-03-09 15:21:39.273973
Poor
Yes
Weekly
House
977
1,191,016
55
Female
14,084
Single
4
Master's
null
33.438499
Suburban
Comprehensive
null
1
384
5
2020-01-07 15:21:39.263607
Good
Yes
Daily
House
3,120
1,191,017
40
Male
1,097
Divorced
2
PhD
Unemployed
13.569609
Rural
Basic
0
18
705
2
2023-01-13 15:21:39.173834
null
Yes
Rarely
Condo
827
1,191,018
20
Male
74,093
Married
1
Bachelor's
Self-Employed
50.926205
Rural
Premium
null
7
842
1
2021-06-20 15:21:39.179186
null
No
Monthly
Apartment
2,480
1,191,019
62
Male
727
Single
0
PhD
Employed
19.944114
Urban
Basic
0
13
439
2
2021-08-25 15:21:39.172097
Good
No
Daily
Condo
1,618
1,191,020
56
Female
1,398
Divorced
0
Master's
Self-Employed
43.65884
Rural
Basic
null
13
506
7
2023-09-02 15:21:39.237118
Good
Yes
Rarely
Apartment
2,948
1,191,021
46
Female
1,475
Single
null
Bachelor's
Employed
10.927938
Rural
Comprehensive
0
17
463
4
2021-10-24 15:21:39.134960
Poor
Yes
Rarely
Condo
488
1,191,022
31
Female
64,929
Married
null
PhD
Unemployed
51.092627
Rural
Comprehensive
0
0
399
5
2021-01-26 15:21:39.282785
Average
No
Daily
Condo
101
1,191,023
22
Male
37,050
Single
null
PhD
Unemployed
11.955226
Suburban
Comprehensive
null
9
813
9
2024-06-23 15:21:39.250151
Good
No
Monthly
House
4,151
1,191,024
38
Male
1,340
Married
2
PhD
Self-Employed
16.520748
Suburban
Premium
2
8
539
4
2021-05-04 15:21:39.178918
Average
No
Rarely
Condo
1,223
1,191,025
25
Female
104,790
Single
null
Bachelor's
null
11.958129
Urban
Premium
null
16
610
4
2022-08-24 15:21:39.251142
Good
No
Daily
House
366
1,191,026
20
Male
5,911
Divorced
1
Master's
null
31.018543
Suburban
Basic
null
0
692
4
2022-07-05 15:21:39.155231
Good
No
Weekly
House
1,209
1,191,027
28
Female
28,448
Single
3
PhD
null
19.09829
Urban
Premium
1
12
588
9
2020-09-17 15:21:39.113566
Poor
No
Weekly
Apartment
704
1,191,028
35
Male
34,239
Single
3
Master's
Employed
null
Urban
Premium
0
1
null
9
2024-07-26 15:21:39.199447
Good
No
Weekly
Apartment
872
1,191,029
38
Male
39,277
null
4
PhD
Unemployed
26.68632
Rural
Premium
1
14
839
7
2024-02-03 15:21:39.132191
Average
No
Daily
Apartment
150
1,191,030
35
Male
34,015
Single
4
Bachelor's
Unemployed
28.959677
Rural
Basic
2
19
626
3
2024-01-28 15:21:39.265513
null
Yes
Daily
Apartment
474
1,191,031
35
Female
53,314
Divorced
null
High School
null
24.094107
Rural
Basic
null
18
null
2
2024-06-23 15:21:39.177724
Average
No
Weekly
House
203
1,191,032
18
Male
139,281
Married
null
PhD
Self-Employed
19.724608
Rural
Premium
0
5
393
8
2021-06-13 15:21:39.097737
Poor
Yes
Monthly
House
2,263
1,191,033
46
Male
6,871
Married
4
PhD
Self-Employed
34.890817
Rural
Basic
1
10
716
2
2019-09-15 15:21:39.233998
null
No
Weekly
Apartment
2,598
1,191,034
58
Female
6,051
Divorced
4
PhD
Unemployed
4.958293
Urban
Comprehensive
null
14
733
6
2020-09-23 15:21:39.134960
Average
Yes
Monthly
House
1,126
1,191,035
50
Male
29,502
Divorced
3
PhD
null
30.176611
Suburban
Premium
null
14
804
5
2020-04-27 15:21:39.089116
Average
Yes
Daily
Apartment
727
1,191,036
49
Male
80,123
Single
2
High School
Employed
52.105733
Suburban
Basic
0
3
301
5
2020-06-04 15:21:39.131192
Good
Yes
Monthly
House
1,499
1,191,037
21
Male
64,586
Single
0
PhD
null
37.937381
Urban
Comprehensive
2
3
506
3
2024-01-03 15:21:39.177724
Average
No
Rarely
House
2,212
1,191,038
36
Male
23,180
Single
0
PhD
Self-Employed
35.005888
Urban
Comprehensive
2
15
329
7
2020-04-11 15:21:39.086123
Average
Yes
Monthly
Condo
1,142
1,191,039
37
Female
21,469
Married
2
High School
Self-Employed
21.759954
Rural
Comprehensive
0
16
594
5
2022-11-17 15:21:39.125660
Good
No
Monthly
House
1,204
1,191,040
58
Female
85,337
Married
0
Master's
Unemployed
32.157548
Suburban
Basic
null
16
407
8
2023-12-11 15:21:39.229482
null
No
Monthly
Apartment
744
1,191,041
46
Male
25,166
Single
0
Master's
Self-Employed
25.352916
Rural
Comprehensive
0
15
626
8
2020-10-01 15:21:39.187211
Poor
No
Weekly
Condo
661
1,191,042
34
Female
3,628
Divorced
1
Bachelor's
Unemployed
null
Urban
Comprehensive
null
14
690
4
2021-04-20 15:21:39.130190
Average
No
Daily
Apartment
130
1,191,043
50
Female
39,888
Single
4
Master's
Unemployed
16.927383
Suburban
Comprehensive
1
0
581
1
2022-05-09 15:21:39.252145
Average
No
Rarely
House
222
1,191,044
54
Female
29,095
Divorced
0
Bachelor's
Self-Employed
30.539514
Urban
Premium
0
16
725
9
2020-07-15 15:21:39.134960
Poor
No
Monthly
Apartment
823
1,191,045
43
Male
1,810
Single
3
PhD
null
46.957205
Urban
Premium
0
18
515
6
2023-04-24 15:21:39.237118
Poor
No
Rarely
Apartment
395
1,191,046
47
Male
1,415
Single
4
Bachelor's
Employed
31.879897
Rural
Comprehensive
null
19
522
3
2020-06-04 15:21:39.134960
Good
No
Rarely
Apartment
2,114
1,191,047
22
Male
6,545
Married
4
Master's
Unemployed
16.064932
Urban
Premium
1
15
478
7
2024-01-31 15:21:39.149731
Good
No
Daily
House
1,203
1,191,048
60
Male
28,280
Single
1
Master's
Employed
27.868997
Suburban
Comprehensive
2
7
null
4
2024-05-15 15:21:39.149731
Poor
No
Weekly
Condo
1,779
1,191,049
28
Male
44,770
Divorced
0
High School
Employed
31.935421
Suburban
Comprehensive
null
3
703
8
2021-07-23 15:21:39.204790
Average
No
Rarely
Apartment
686
1,191,050
36
Female
4,984
Married
0
Master's
null
null
Suburban
Comprehensive
0
2
699
7
2022-09-13 15:21:39.149731
Poor
Yes
Monthly
Condo
829
1,191,051
32
Female
29,229
Married
1
PhD
Unemployed
45.628879
Suburban
Premium
null
13
534
1
2020-04-24 15:21:39.134960
Average
No
Rarely
Apartment
958
1,191,052
23
Male
45,115
Married
4
Master's
Employed
19.894665
Suburban
Premium
null
2
313
9
2023-10-01 15:21:39.252145
Poor
No
Daily
Condo
469
1,191,053
24
Male
16,215
Married
4
PhD
Self-Employed
28.757323
Urban
Comprehensive
null
15
833
2
2024-05-07 15:21:39.177724
Average
No
Monthly
Apartment
1,244
1,191,054
53
Male
35,484
Married
2
Bachelor's
Unemployed
22.572665
Suburban
Premium
0
5
587
4
2021-07-05 15:21:39.256696
Good
Yes
Rarely
Condo
592
1,191,055
34
Male
64,321
Married
0
Master's
Self-Employed
null
Rural
Premium
null
14
536
6
2024-06-02 15:21:39.176717
null
No
Daily
Apartment
476
1,191,056
34
Female
144,938
Married
1
PhD
Employed
23.391054
Urban
Basic
0
12
467
1
2019-12-15 15:21:39.113566
Average
Yes
Weekly
Condo
2,165
1,191,057
52
Male
64,597
Divorced
1
Master's
null
11.917037
Rural
Comprehensive
0
2
459
6
2022-06-16 15:21:39.107553
Good
Yes
Rarely
Apartment
2,092
1,191,058
64
Female
74,699
Divorced
0
Bachelor's
null
21.858947
Rural
Premium
1
7
547
3
2022-01-12 15:21:39.254678
Good
No
Rarely
Apartment
306
1,191,059
28
Female
null
Single
0
High School
Employed
31.16184
Suburban
Comprehensive
0
0
325
1
2021-02-10 15:21:39.186212
Poor
No
Weekly
House
2,144
1,191,060
51
Female
4,089
Divorced
2
Bachelor's
Unemployed
29.01491
Rural
Basic
2
3
null
6
2021-06-14 15:21:39.091080
Poor
Yes
Daily
Condo
1,377
1,191,061
21
Male
18,054
Single
4
Master's
Employed
32.994354
Suburban
Premium
null
5
543
5
2021-01-23 15:21:39.209847
Average
No
Weekly
House
907
1,191,062
55
Female
43,893
Single
3
Master's
Self-Employed
13.67103
Rural
Basic
1
3
402
7
2024-07-15 15:21:39.288099
Poor
No
Daily
Condo
467
1,191,063
57
Female
255
Divorced
3
Master's
Unemployed
21.170424
Urban
Premium
0
19
null
1
2019-10-13 15:21:39.288099
Average
No
Rarely
Condo
1,297
1,191,064
18
Female
4,444
Married
3
High School
null
23.673595
Rural
Premium
null
3
432
3
2022-10-08 15:21:39.103944
Poor
No
Daily
House
2,434
1,191,065
47
Male
null
Single
0
High School
null
39.838544
Suburban
Premium
1
6
719
3
2023-09-19 15:21:39.133866
null
No
Rarely
House
3,139
1,191,066
34
Male
4,838
Divorced
null
High School
Self-Employed
null
Suburban
Basic
null
1
469
7
2020-10-18 15:21:39.092127
Average
Yes
Monthly
Condo
842
1,191,067
44
Male
3,933
Single
0
PhD
null
30.830869
Urban
Premium
2
10
818
2
2021-08-18 15:21:39.202448
Poor
No
Rarely
Condo
1,074
1,191,068
56
Male
24,299
Single
4
Master's
Unemployed
19.417974
Urban
Premium
2
7
484
5
2021-05-10 15:21:39.243673
Good
Yes
Monthly
House
452
1,191,069
41
Male
45,233
Divorced
0
High School
Employed
null
Rural
Basic
0
14
511
4
2023-10-20 15:21:39.265513
Good
No
Monthly
House
1,543
1,191,070
34
Male
29,097
Single
0
Master's
null
21.28006
Suburban
Basic
1
17
652
7
2023-12-01 15:21:39.084065
Average
Yes
Monthly
House
551
1,191,071
18
Male
5,251
Divorced
4
Master's
Employed
33.155311
Suburban
Comprehensive
null
18
655
5
2023-04-08 15:21:39.134960
Good
Yes
Daily
House
712
1,191,072
54
Male
39,460
Single
1
Bachelor's
Unemployed
25.68377
Suburban
Basic
3
17
536
4
2024-02-29 15:21:39.155231
Average
No
Rarely
Apartment
766
1,191,073
59
Female
7,857
Married
0
High School
Unemployed
50.440135
Suburban
Basic
1
12
748
6
2023-01-09 15:21:39.155231
Average
No
Rarely
Condo
1,703
1,191,074
49
Female
44,962
Single
2
High School
Unemployed
13.147578
Urban
Basic
1
16
null
2
2020-06-21 15:21:39.247098
null
Yes
Weekly
Condo
23
1,191,075
32
Female
16,122
Single
4
High School
null
25.715258
Urban
Basic
null
3
null
5
2019-11-12 15:21:39.207847
Average
Yes
Monthly
Condo
1,297
1,191,076
null
Female
102,934
Divorced
3
Bachelor's
Unemployed
null
Rural
Basic
3
19
742
5
2023-08-13 15:21:39.098696
Average
No
Daily
House
928
1,191,077
53
Female
12,897
Single
4
PhD
Self-Employed
40.790588
Rural
Premium
0
18
838
1
2023-12-30 15:21:39.272456
Good
No
Monthly
Apartment
928
1,191,078
48
Female
89,751
Married
0
Bachelor's
Unemployed
9.806529
Urban
Comprehensive
0
8
724
5
2020-08-08 15:21:39.126661
Good
Yes
Rarely
Apartment
44
1,191,079
48
Female
98,200
Divorced
3
PhD
null
14.527474
Urban
Comprehensive
null
18
515
9
2024-05-01 15:21:39.219432
Poor
No
Weekly
House
286
1,191,080
41
Male
10,385
Divorced
4
High School
Employed
28.93629
Rural
Basic
0
18
699
5
2020-05-19 15:21:39.189223
Poor
No
Weekly
Apartment
451
1,191,081
51
Female
36,258
Single
2
PhD
Self-Employed
11.477544
Suburban
Premium
1
13
562
7
2020-02-25 15:21:39.126661
Average
No
Monthly
Apartment
749
1,191,082
64
Female
35,692
Divorced
1
Bachelor's
null
26.836793
Suburban
Basic
1
17
709
2
2021-06-21 15:21:39.172097
Good
Yes
Monthly
Apartment
1,542
1,191,083
18
Male
15,110
Married
0
PhD
null
15.084827
Rural
Premium
2
4
796
1
2020-02-20 15:21:39.237118
Average
No
Daily
Apartment
101
1,191,084
57
Male
40,608
Married
0
Bachelor's
null
30.797427
Rural
Basic
null
7
759
8
2023-02-08 15:21:39.123711
Poor
No
Monthly
Apartment
712
1,191,085
41
Male
9,981
Married
2
High School
Unemployed
15.936995
Rural
Basic
1
11
null
5
2021-06-27 15:21:39.096739
Good
Yes
Monthly
Apartment
381
1,191,086
55
Female
15,641
Married
0
Master's
null
35.766983
Suburban
Basic
1
18
491
7
2023-09-19 15:21:39.123711
Good
No
Weekly
Condo
917
1,191,087
19
Male
17,963
Divorced
0
PhD
Employed
8.634388
Urban
Basic
null
15
667
4
2019-10-28 15:21:39.155231
Poor
No
Monthly
Apartment
1,180
1,191,088
25
Female
93,692
Single
3
Master's
Unemployed
31.073718
Urban
Basic
null
2
366
5
2021-10-18 15:21:39.107553
Poor
Yes
Monthly
House
1,524
1,191,089
53
Male
5,910
Married
4
Bachelor's
Employed
39.751512
Rural
Premium
null
15
585
1
2019-10-07 15:21:39.173834
Poor
No
Rarely
Apartment
3,460
1,191,090
52
Female
11,563
Single
0
High School
Self-Employed
19.937756
Urban
Premium
0
14
695
4
2021-01-31 15:21:39.237118
Poor
No
Weekly
Apartment
2,131
1,191,091
null
Male
42,360
Single
1
PhD
Employed
38.989836
Urban
Basic
0
18
634
6
2023-03-30 15:21:39.198406
Poor
Yes
Monthly
House
1,720
1,191,092
45
Female
79,975
Married
2
PhD
Unemployed
15.737228
Urban
Basic
2
15
673
9
2020-07-13 15:21:39.282785
Average
No
Weekly
Apartment
25
1,191,093
32
Male
17,091
Married
4
Master's
null
4.359824
Suburban
Premium
1
0
784
6
2020-05-06 15:21:39.259788
Poor
No
Weekly
Condo
28
1,191,094
64
Male
88,020
Single
1
PhD
Unemployed
11.822618
Suburban
Basic
0
8
360
1
2024-03-25 15:21:39.179186
Average
Yes
Daily
House
885
1,191,095
41
Female
18,938
Divorced
2
PhD
Self-Employed
43.137866
Urban
Basic
null
15
759
7
2021-01-21 15:21:39.202448
Good
No
Weekly
Condo
1,209
1,191,096
42
Male
4,625
null
1
Master's
null
12.954516
Rural
Comprehensive
2
17
null
4
2021-12-29 15:21:39.154008
Good
Yes
Weekly
Condo
37
1,191,097
58
Male
85,955
Single
0
Master's
Self-Employed
47.067972
Suburban
Comprehensive
1
0
426
3
2024-06-21 15:21:39.155231
Good
No
Monthly
House
533
1,191,098
54
Male
55,832
Divorced
1
Bachelor's
Employed
40.457872
Urban
Premium
0
4
313
3
2020-07-31 15:21:39.245086
Average
Yes
Monthly
Apartment
3,630
1,191,099
55
Male
101,912
Married
2
Bachelor's
Self-Employed
18.067499
Urban
Basic
1
1
362
3
2021-05-02 15:21:39.090124
Average
No
Monthly
House
866