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
53,000
32
Female
16,082
Married
3
High School
Self-Employed
25.664707
Urban
Comprehensive
0
14
679
9
2023-08-16 15:21:39.134960
Poor
Yes
Rarely
House
29
53,001
53
Female
18,297
Divorced
1
High School
null
null
Suburban
Premium
0
18
819
2
2021-12-27 15:21:39.211806
Good
Yes
Weekly
Condo
24
53,002
44
Female
17,561
Single
3
Master's
Self-Employed
23.771391
Suburban
Premium
0
0
697
2
2021-02-12 15:21:39.175719
Good
Yes
Weekly
Apartment
1,256
53,003
24
Male
29,061
Married
3
PhD
null
17.564359
Rural
Comprehensive
2
18
741
8
2020-05-08 15:21:39.147735
Poor
Yes
Daily
House
25
53,004
41
Female
2,779
Married
1
Master's
Self-Employed
6.722917
Suburban
Basic
null
13
473
3
2020-09-30 15:21:39.090124
null
No
Monthly
Condo
119
53,005
64
Female
30,450
Married
4
Bachelor's
Employed
20.474918
Urban
Premium
3
17
791
2
2023-09-03 15:21:39.278180
Good
No
Weekly
Condo
954
53,006
61
Male
51,017
Single
2
High School
Self-Employed
19.936338
Suburban
Comprehensive
null
10
821
6
2021-03-27 15:21:39.155231
Good
Yes
Rarely
Apartment
75
53,007
37
Male
23,296
Divorced
null
Bachelor's
null
null
Rural
Basic
0
4
588
5
2023-01-20 15:21:39.143708
Good
No
Daily
Condo
130
53,008
39
Male
56,522
Single
3
Bachelor's
null
20.221716
Suburban
Comprehensive
2
2
null
7
2024-07-12 15:21:39.134960
null
No
Weekly
Condo
983
53,009
59
Male
37,553
Married
4
Bachelor's
Unemployed
22.788355
Suburban
Premium
1
5
729
8
2024-06-28 15:21:39.198406
Good
Yes
Rarely
Condo
1,141
53,010
56
Male
65,728
Single
1
PhD
null
48.903607
Suburban
Premium
null
2
372
4
2019-08-20 15:21:39.083497
Average
Yes
Daily
Condo
62
53,011
31
Male
null
Married
3
PhD
null
31.867408
Rural
Basic
1
18
446
8
2023-04-20 15:21:39.134960
null
Yes
Monthly
Apartment
2,447
53,012
61
Male
4,531
Married
3
High School
Employed
28.006899
Rural
Basic
3
18
359
8
2020-11-25 15:21:39.131192
Good
No
Weekly
Condo
4,061
53,013
59
Female
56,261
Married
4
Master's
Employed
23.352017
Rural
Comprehensive
0
5
799
8
2023-05-02 15:21:39.175719
Average
No
Monthly
House
421
53,014
25
Female
2,720
Single
2
Bachelor's
null
20.556827
Rural
Comprehensive
null
19
null
5
2021-11-02 15:21:39.208842
Good
Yes
Rarely
Apartment
111
53,015
45
Female
91,895
Married
2
PhD
null
25.258086
Rural
Premium
1
13
382
7
2020-03-20 15:21:39.097737
Poor
No
Weekly
Apartment
40
53,016
64
Male
36,203
Single
0
Master's
Employed
15.938277
Rural
Premium
0
17
782
9
2022-10-08 15:21:39.096739
Poor
No
Daily
Condo
1,071
53,017
28
Male
17,885
Divorced
1
High School
null
4.907274
Urban
Comprehensive
1
14
null
4
2020-07-06 15:21:39.204790
Average
No
Monthly
House
807
53,018
21
Female
629
Single
3
High School
null
11.522614
Rural
Basic
2
6
null
4
2022-03-19 15:21:39.134960
Good
Yes
Daily
Condo
2,057
53,019
18
Male
20,641
Single
0
PhD
Self-Employed
37.564956
Suburban
Comprehensive
2
19
494
7
2020-05-22 15:21:39.080440
Good
Yes
Daily
Condo
554
53,020
63
Male
20,179
Married
2
PhD
null
13.378969
Urban
Basic
1
7
641
3
2020-11-10 15:21:39.123711
Average
No
Rarely
Condo
729
53,021
61
Female
6,818
Married
2
High School
Unemployed
6.371319
Urban
Comprehensive
null
8
328
1
2020-11-22 15:21:39.257696
Average
No
Monthly
House
1,724
53,022
44
Male
7,102
Single
null
Bachelor's
null
30.388977
Suburban
Premium
null
13
520
1
2021-07-28 15:21:39.095696
Poor
Yes
Daily
Apartment
656
53,023
51
Male
43,430
Married
0
PhD
Self-Employed
null
Urban
Basic
2
12
607
9
2024-05-10 15:21:39.237118
Poor
Yes
Weekly
Condo
805
53,024
47
Male
14,961
Single
4
Master's
Self-Employed
26.900056
Suburban
Premium
0
16
487
8
2023-06-15 15:21:39.146733
Good
Yes
Monthly
Condo
1,790
53,025
62
Female
40,301
Married
1
Master's
null
33.246041
Urban
Basic
4
0
628
9
2020-01-16 15:21:39.086123
Poor
No
Monthly
Condo
854
53,026
39
Male
29,226
Divorced
null
High School
Unemployed
39.013522
Urban
Comprehensive
null
4
552
4
2023-09-16 15:21:39.155231
Average
No
Monthly
House
993
53,027
20
Male
83,575
Married
2
PhD
Employed
21.095112
Suburban
Premium
null
14
695
5
2020-12-13 15:21:39.202448
Average
No
Weekly
Apartment
399
53,028
39
Female
24,304
Divorced
2
High School
Unemployed
34.63927
Suburban
Premium
0
6
725
6
2021-05-06 15:21:39.237118
Average
No
Rarely
House
916
53,029
58
Female
68,503
Divorced
2
PhD
Employed
14.161885
Rural
Basic
null
7
567
9
2023-11-30 15:21:39.155231
Poor
No
Weekly
Condo
48
53,030
60
Female
24,886
Single
4
Bachelor's
Employed
39.067193
Rural
Basic
2
4
null
9
2019-09-21 15:21:39.264504
Average
Yes
Rarely
Apartment
803
53,031
26
Female
1,073
Single
1
PhD
Unemployed
18.883474
Suburban
Comprehensive
0
10
447
3
2024-03-27 15:21:39.155231
Good
Yes
Rarely
Apartment
1,050
53,032
43
Male
8,381
Married
2
Bachelor's
null
25.59785
Suburban
Basic
2
11
484
4
2019-11-12 15:21:39.102694
Average
Yes
Daily
Condo
1,662
53,033
37
Female
34,652
Married
0
Bachelor's
null
26.656058
Suburban
Comprehensive
0
2
447
6
2024-01-27 15:21:39.237118
Average
No
Rarely
Condo
801
53,034
59
Female
61,672
Divorced
0
Bachelor's
null
36.161274
Rural
Comprehensive
3
4
393
3
2022-06-09 15:21:39.285112
Poor
Yes
Monthly
Condo
3,279
53,035
57
Male
1,540
Married
null
Bachelor's
Employed
29.137964
Suburban
Premium
3
19
828
6
2020-03-29 15:21:39.134960
Average
Yes
Weekly
Apartment
491
53,036
64
Male
955
Divorced
null
Master's
Self-Employed
51.807006
Urban
Comprehensive
null
2
638
3
2020-05-23 15:21:39.188220
Good
Yes
Daily
Condo
434
53,037
46
Female
2,096
Divorced
1
Bachelor's
Unemployed
12.782212
Rural
Comprehensive
1
3
398
7
2020-05-09 15:21:39.187211
Average
No
Daily
Condo
1,056
53,038
45
Male
9,072
Divorced
2
Bachelor's
Employed
13.998836
Urban
Comprehensive
null
1
758
3
2022-10-19 15:21:39.134960
Good
No
Monthly
Apartment
681
53,039
46
Male
35,113
Married
4
High School
Self-Employed
17.844239
Suburban
Premium
1
6
532
5
2021-04-01 15:21:39.181605
Average
No
Weekly
House
963
53,040
48
Male
2,561
Divorced
null
Bachelor's
Unemployed
25.938353
Suburban
Comprehensive
2
13
601
3
2022-05-14 15:21:39.237118
Good
Yes
Weekly
Apartment
1,284
53,041
49
Female
64,972
Married
4
High School
null
20.082096
Suburban
Comprehensive
2
1
662
3
2020-12-25 15:21:39.112553
Poor
No
Monthly
Apartment
3,968
53,042
19
Male
30,450
Divorced
4
High School
null
22.885858
Suburban
Premium
0
8
775
2
2020-08-19 15:21:39.260856
Good
No
Daily
Condo
1,025
53,043
45
Female
44,904
Single
0
Bachelor's
null
14.979506
Rural
Basic
null
9
711
6
2021-01-29 15:21:39.134960
Average
Yes
Rarely
House
486
53,044
59
Female
null
Single
0
High School
null
14.832807
Rural
Premium
3
13
731
7
2023-03-12 15:21:39.271453
Poor
Yes
Weekly
Condo
104
53,045
34
Male
52,886
Single
4
High School
Unemployed
10.537826
Urban
Premium
0
9
336
3
2020-01-15 15:21:39.198406
Good
Yes
Weekly
Condo
1,499
53,046
22
Female
110,996
Single
2
Master's
Unemployed
15.959561
Suburban
Premium
null
7
421
7
2023-09-24 15:21:39.223390
Good
No
Weekly
Apartment
488
53,047
28
Male
8,054
Divorced
1
Bachelor's
null
21.084765
Urban
Basic
2
6
535
7
2023-02-22 15:21:39.155231
Good
No
Weekly
Apartment
2,073
53,048
54
Male
6,051
Single
4
High School
Employed
29.181002
Suburban
Comprehensive
2
18
584
8
2019-12-15 15:21:39.170099
Poor
Yes
Rarely
House
60
53,049
39
Female
3,950
Single
0
Bachelor's
null
44.683163
Rural
Basic
1
9
827
4
2020-11-27 15:21:39.237118
Poor
Yes
Daily
Apartment
99
53,050
37
Female
3,510
Single
3
PhD
Unemployed
39.813243
Suburban
Premium
0
7
327
9
2023-05-27 15:21:39.237118
Poor
Yes
Weekly
Condo
2,726
53,051
59
Female
12,094
Divorced
4
Master's
null
17.816051
Rural
Comprehensive
0
16
609
4
2021-08-07 15:21:39.194829
Good
Yes
Weekly
House
933
53,052
57
Male
17,095
Married
0
High School
Employed
39.078716
Rural
Premium
null
12
796
9
2023-03-01 15:21:39.092127
Average
Yes
Daily
Apartment
1,554
53,053
60
Female
25,423
Single
3
Master's
Unemployed
23.95571
Urban
Basic
null
3
682
8
2022-04-07 15:21:39.246098
Average
No
Rarely
Condo
872
53,054
19
Male
66,875
Single
3
Master's
Self-Employed
18.34108
Suburban
Comprehensive
null
7
840
6
2023-05-16 15:21:39.188220
Good
No
Weekly
Apartment
31
53,055
34
Male
15,456
Married
0
Bachelor's
Unemployed
27.611606
Rural
Comprehensive
1
12
602
9
2021-03-07 15:21:39.189223
Poor
No
Weekly
Apartment
2,628
53,056
39
Female
null
Divorced
4
PhD
Unemployed
51.506533
Suburban
Comprehensive
1
0
539
6
2023-02-22 15:21:39.155231
Poor
No
Rarely
Condo
731
53,057
25
Female
43,794
Divorced
4
High School
Employed
4.944853
Rural
Basic
null
7
806
3
2021-04-16 15:21:39.288099
Average
Yes
Monthly
Condo
806
53,058
56
Male
null
Single
2
Master's
Employed
28.996799
Suburban
Basic
null
12
454
4
2021-03-18 15:21:39.173834
Good
No
Monthly
Condo
115
53,059
22
Female
45,825
Divorced
0
PhD
Self-Employed
12.122903
Rural
Comprehensive
0
5
458
5
2022-08-26 15:21:39.155231
Poor
No
Monthly
Condo
1,259
53,060
41
Female
5,548
Single
4
High School
Self-Employed
35.09533
Urban
Basic
1
2
817
3
2023-11-11 15:21:39.261856
Poor
Yes
Rarely
House
1,625
53,061
19
Male
35,322
Single
1
Bachelor's
null
12.77238
Suburban
Basic
null
19
756
2
2021-08-26 15:21:39.171102
Good
Yes
Weekly
House
1,221
53,062
18
Male
93,651
Single
3
High School
Employed
11.358217
Rural
Basic
1
14
791
2
2022-10-26 15:21:39.261856
Average
No
Monthly
House
110
53,063
46
Male
3,258
Married
3
Bachelor's
Unemployed
28.711128
Rural
Comprehensive
null
9
406
8
2020-06-21 15:21:39.261856
Good
No
Monthly
Apartment
612
53,064
57
Female
3,240
Divorced
3
Bachelor's
Self-Employed
null
Urban
Premium
null
9
null
7
2022-10-17 15:21:39.134960
Poor
Yes
Monthly
Apartment
735
53,065
64
Female
53,398
Divorced
1
PhD
null
null
Rural
Comprehensive
null
1
603
5
2020-01-29 15:21:39.148733
Average
No
Rarely
Apartment
362
53,066
47
Female
3,326
Single
null
PhD
Employed
7.711422
Urban
Premium
1
11
422
5
2024-02-05 15:21:39.132191
Average
Yes
Rarely
Condo
1,014
53,067
61
Female
6,991
Divorced
3
Master's
Unemployed
45.9483
Suburban
Premium
2
5
572
5
2022-05-08 15:21:39.251142
Average
No
Rarely
House
26
53,068
59
Female
10,170
Divorced
3
High School
Self-Employed
null
Suburban
Comprehensive
0
2
611
1
2022-12-03 15:21:39.086123
Average
No
Rarely
Apartment
1,810
53,069
58
Female
25,776
Married
4
PhD
null
42.279537
Suburban
Basic
0
15
null
4
2022-03-22 15:21:39.112553
Good
Yes
Monthly
Apartment
587
53,070
33
Male
12,891
Divorced
3
High School
null
31.897493
Suburban
Premium
null
6
617
9
2021-10-04 15:21:39.155231
null
Yes
Rarely
House
498
53,071
62
Female
16,011
Divorced
4
PhD
null
37.914591
Suburban
Basic
0
6
775
8
2021-12-12 15:21:39.084065
Average
Yes
Weekly
Apartment
25
53,072
51
Female
6,420
Single
4
Master's
Unemployed
18.638265
Suburban
Premium
null
6
516
2
2019-09-26 15:21:39.280784
Poor
Yes
Monthly
Apartment
518
53,073
47
Female
5,059
Divorced
1
High School
Self-Employed
48.649438
Suburban
Comprehensive
3
17
738
2
2020-04-14 15:21:39.144722
Average
Yes
Rarely
House
916
53,074
51
Female
26,754
Single
3
Master's
Unemployed
29.694506
Rural
Comprehensive
null
9
716
2
2021-09-25 15:21:39.248098
Average
No
Weekly
House
2,433
53,075
55
Female
44,690
Single
1
Master's
Unemployed
38.869272
Rural
Basic
1
18
652
6
2024-01-09 15:21:39.134960
Poor
No
Monthly
Apartment
1,821
53,076
19
Female
21,444
Single
3
High School
Employed
12.553547
Suburban
Comprehensive
3
4
697
8
2020-12-21 15:21:39.204790
Poor
No
Rarely
Apartment
806
53,077
60
Male
107,925
Single
3
PhD
null
16.91718
Rural
Basic
2
9
611
2
2020-12-31 15:21:39.194829
null
No
Daily
House
2,421
53,078
24
Female
25,043
Single
4
High School
Self-Employed
6.836377
Rural
Comprehensive
1
1
796
2
2022-05-02 15:21:39.274993
Good
Yes
Weekly
House
1,945
53,079
36
Female
13,724
Married
1
Bachelor's
null
28.444901
Suburban
Premium
1
12
590
2
2022-02-04 15:21:39.205850
Good
Yes
Weekly
Condo
137
53,080
25
Female
18,031
Divorced
null
PhD
Self-Employed
24.058627
Suburban
Basic
null
19
528
1
2020-11-30 15:21:39.134960
Good
No
Daily
Condo
1,004
53,081
31
Male
82,802
Single
4
PhD
null
21.585535
Suburban
Basic
0
7
553
8
2021-05-19 15:21:39.230483
Good
Yes
Rarely
House
294
53,082
41
Female
82,376
Married
0
PhD
null
28.479714
Suburban
Premium
2
5
414
5
2022-12-04 15:21:39.155231
Good
Yes
Weekly
House
819
53,083
49
Female
506
Single
null
High School
Unemployed
24.806567
Suburban
Premium
0
5
688
2
2019-10-16 15:21:39.123711
Poor
Yes
Rarely
Apartment
2,326
53,084
42
Female
124,984
Divorced
2
Bachelor's
Self-Employed
13.639406
Rural
Comprehensive
2
1
415
4
2021-11-27 15:21:39.290098
Poor
Yes
Monthly
Condo
1,618
53,085
null
Male
null
Single
3
High School
Employed
5.81137
Rural
Comprehensive
1
11
508
8
2020-09-15 15:21:39.256696
Poor
No
Daily
Condo
40
53,086
46
Male
27,509
Single
3
Bachelor's
Employed
18.91495
Suburban
Basic
0
15
639
6
2024-07-30 15:21:39.237118
Average
Yes
Monthly
Condo
1,722
53,087
53
Female
66,340
Single
1
Bachelor's
Unemployed
16.80354
Urban
Basic
0
4
685
5
2023-11-09 15:21:39.197445
Average
Yes
Weekly
House
294
53,088
47
Female
34,489
Single
1
Bachelor's
null
35.794224
Rural
Basic
1
1
null
8
2023-01-04 15:21:39.196387
Good
No
Monthly
Apartment
437
53,089
54
Male
44,748
Married
0
Bachelor's
Unemployed
10.695885
Suburban
Comprehensive
null
17
383
1
2023-01-30 15:21:39.155231
Good
No
Daily
House
2,458
53,090
36
Male
null
null
0
Bachelor's
null
28.535701
Suburban
Premium
1
19
703
9
2020-08-03 15:21:39.134960
null
Yes
Weekly
House
1,915
53,091
60
Male
42,988
Divorced
3
PhD
Unemployed
10.908951
Rural
Comprehensive
null
8
848
8
2022-06-18 15:21:39.182597
Good
No
Weekly
House
1,824
53,092
19
Female
28,170
Married
0
PhD
null
28.202465
Suburban
Premium
1
13
723
3
2022-09-03 15:21:39.264504
Average
Yes
Monthly
Apartment
619
53,093
32
Female
9,981
Married
null
Bachelor's
Unemployed
13.952999
Rural
Premium
2
17
806
9
2024-08-14 15:21:39.226954
Average
Yes
Rarely
House
1,718
53,094
40
Male
6,073
Married
2
High School
Self-Employed
33.39351
Rural
Basic
0
13
696
5
2020-01-29 15:21:39.134960
Good
Yes
Daily
Apartment
991
53,095
36
Male
23,266
Married
2
High School
null
46.082086
Rural
Premium
2
19
354
2
2021-08-30 15:21:39.199447
Average
No
Monthly
House
506
53,096
33
Female
44,963
Married
1
Master's
null
9.73954
Urban
Premium
1
1
786
7
2023-01-08 15:21:39.134960
Poor
Yes
Weekly
House
532
53,097
33
Male
51,592
Married
1
Bachelor's
Unemployed
6.829238
Suburban
Comprehensive
null
12
393
3
2024-03-07 15:21:39.113566
Good
No
Monthly
House
45
53,098
30
Female
45,970
Single
3
High School
Unemployed
17.081749
Urban
Basic
null
4
null
5
2021-01-22 15:21:39.254678
Average
No
Monthly
Apartment
1,262
53,099
35
Female
36,287
Single
4
PhD
null
22.137937
Rural
Basic
null
1
467
8
2023-08-16 15:21:39.233998
Poor
Yes
Monthly
Apartment
1,653