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
1,167,900
39
Female
59,612
Single
2
High School
Unemployed
25.361171
Urban
Premium
null
1
null
3
2022-03-28 15:21:39.167099
Poor
No
Monthly
House
421
1,167,901
42
Male
38,742
Divorced
0
High School
Self-Employed
34.881999
Suburban
Comprehensive
null
1
541
4
2024-05-31 15:21:39.175719
Poor
No
Weekly
Condo
537
1,167,902
21
Female
14,894
Married
3
High School
Unemployed
9.938368
Suburban
Comprehensive
1
0
744
2
2021-08-18 15:21:39.080440
Good
Yes
Rarely
House
1,444
1,167,903
20
Female
55,798
Divorced
null
Master's
null
11.680439
Rural
Comprehensive
1
1
449
5
2022-02-07 15:21:39.208842
Average
Yes
Daily
Apartment
327
1,167,904
49
Female
3,500
Single
4
Bachelor's
null
23.610058
Rural
Comprehensive
null
14
373
8
2020-12-31 15:21:39.121169
Poor
No
Rarely
Condo
2,552
1,167,905
30
Female
2,473
Married
3
Bachelor's
null
10.844335
Rural
Basic
2
12
444
9
2020-07-24 15:21:39.155231
Poor
No
Monthly
House
2,359
1,167,906
22
Male
18,671
Single
3
High School
null
16.038609
Suburban
Premium
1
2
843
5
2020-11-25 15:21:39.169102
Average
Yes
Daily
House
486
1,167,907
21
Female
15,198
Divorced
4
Bachelor's
Self-Employed
18.675927
Urban
Comprehensive
null
18
519
2
2023-03-26 15:21:39.283783
Average
Yes
Daily
Condo
621
1,167,908
20
Female
11,685
Divorced
2
PhD
Employed
23.826296
Suburban
Basic
null
18
739
7
2023-01-18 15:21:39.176717
Good
Yes
Monthly
House
1,358
1,167,909
18
Male
10,157
Single
0
PhD
null
38.724129
Rural
Premium
1
13
496
8
2023-09-09 15:21:39.134960
Average
Yes
Rarely
Condo
1,089
1,167,910
49
Male
21,589
Married
1
High School
Employed
12.58367
Suburban
Premium
0
6
596
6
2020-08-01 15:21:39.119168
Poor
No
Daily
House
282
1,167,911
55
Female
39,076
Single
2
PhD
Unemployed
11.823299
Urban
Comprehensive
0
19
782
9
2024-04-13 15:21:39.155231
Average
Yes
Weekly
Condo
1,285
1,167,912
32
Female
43,930
Single
4
Master's
Unemployed
15.566223
Rural
Basic
null
8
844
9
2022-08-03 15:21:39.192212
Good
No
Daily
Apartment
2,223
1,167,913
38
Female
147
Divorced
2
Bachelor's
Self-Employed
14.555039
Rural
Premium
null
7
656
5
2021-12-16 15:21:39.134960
Average
Yes
Rarely
Apartment
905
1,167,914
25
Male
28,862
Married
0
Master's
Employed
22.450004
Rural
Comprehensive
null
13
303
4
2023-02-14 15:21:39.155231
Average
No
Monthly
Condo
1,233
1,167,915
62
Male
12,443
Married
1
Bachelor's
null
34.274992
Suburban
Premium
null
11
786
2
2023-08-28 15:21:39.219432
Average
Yes
Rarely
Condo
1,479
1,167,916
42
Male
30,863
Single
null
High School
Self-Employed
49.926923
Rural
Basic
0
17
531
2
2022-04-09 15:21:39.155231
Average
No
Daily
House
908
1,167,917
53
Female
103,391
Single
4
High School
Self-Employed
29.717949
Urban
Premium
2
16
449
1
2019-11-26 15:21:39.186212
Good
No
Weekly
Apartment
1,449
1,167,918
38
Male
142,285
Divorced
4
Bachelor's
null
18.867223
Rural
Premium
2
11
430
2
2020-11-10 15:21:39.290098
Average
No
Monthly
Apartment
119
1,167,919
23
Male
39,436
Married
2
PhD
Self-Employed
30.769148
Suburban
Basic
0
15
475
4
2020-06-12 15:21:39.179186
Poor
No
Daily
Condo
923
1,167,920
52
Female
18,504
Married
3
PhD
Employed
9.908271
Rural
Basic
1
18
557
5
2023-11-19 15:21:39.286113
Good
No
Weekly
Condo
763
1,167,921
21
Male
64,500
Divorced
0
Bachelor's
Employed
12.038661
Suburban
Comprehensive
3
12
null
9
2020-11-30 15:21:39.110557
Good
No
Monthly
Condo
2,785
1,167,922
44
Female
36,102
Divorced
0
Bachelor's
null
13.633893
Rural
Premium
2
14
553
3
2020-12-30 15:21:39.197445
Poor
No
Rarely
Apartment
1,318
1,167,923
60
Male
30,213
Single
4
Master's
null
13.796585
Suburban
Comprehensive
3
16
519
6
2021-09-18 15:21:39.148733
Average
No
Weekly
Condo
914
1,167,924
49
Female
8,062
Single
1
Master's
Unemployed
29.597777
Urban
Premium
1
10
728
2
2020-08-06 15:21:39.146733
Poor
No
Rarely
House
1,089
1,167,925
23
Female
1,499
Divorced
2
PhD
Employed
22.248641
Suburban
Comprehensive
1
2
442
4
2020-11-29 15:21:39.192212
Good
Yes
Monthly
House
1,045
1,167,926
23
Male
30,319
Married
4
High School
null
26.078274
Rural
Comprehensive
1
19
785
3
2021-08-10 15:21:39.121169
Poor
No
Monthly
Apartment
1,076
1,167,927
24
Male
3,570
Single
4
Bachelor's
Unemployed
20.749113
Rural
Premium
0
4
624
4
2023-11-08 15:21:39.286113
Good
Yes
Rarely
House
229
1,167,928
64
Male
29,385
Single
null
High School
null
40.161968
Rural
Basic
0
15
665
4
2019-10-18 15:21:39.282785
Poor
No
Monthly
Apartment
1,561
1,167,929
30
Female
42,967
Married
2
Bachelor's
Unemployed
21.311824
Urban
Premium
1
10
717
1
2021-04-12 15:21:39.155231
Good
Yes
Daily
Apartment
28
1,167,930
47
Male
17,131
Married
1
Bachelor's
Employed
12.84602
Rural
Premium
2
1
719
7
2024-04-14 15:21:39.213373
Good
Yes
Rarely
Condo
1,150
1,167,931
34
Male
3,146
Divorced
3
PhD
Unemployed
null
Rural
Comprehensive
1
4
695
6
2023-03-30 15:21:39.287115
Good
Yes
Weekly
Apartment
1,281
1,167,932
64
Female
43,473
Married
0
Master's
Employed
12.069795
Rural
Basic
1
5
548
2
2022-08-22 15:21:39.144722
Good
Yes
Rarely
Apartment
1,324
1,167,933
53
Male
25,757
Married
3
Master's
null
32.556846
Urban
Premium
1
1
629
5
2021-09-11 15:21:39.245086
Good
Yes
Daily
Apartment
1,526
1,167,934
null
Male
5,157
Divorced
2
Master's
Self-Employed
51.50603
Urban
Premium
1
16
591
5
2019-10-30 15:21:39.088124
Good
Yes
Rarely
Condo
757
1,167,935
46
Male
7,270
Married
1
Master's
null
27.869865
Suburban
Premium
null
6
358
3
2020-02-01 15:21:39.231531
Poor
No
Rarely
House
1,128
1,167,936
54
Female
30,024
Single
2
Master's
Self-Employed
20.638407
Urban
Comprehensive
1
11
508
4
2022-07-12 15:21:39.187211
Good
No
Monthly
Condo
522
1,167,937
19
Male
17,696
Married
2
PhD
Unemployed
9.891217
Rural
Basic
3
12
698
3
2021-06-28 15:21:39.090124
Average
Yes
Daily
Apartment
722
1,167,938
61
Female
588
Married
3
High School
Self-Employed
44.934273
Urban
Comprehensive
null
11
633
5
2020-03-11 15:21:39.233485
Good
No
Daily
Condo
2,654
1,167,939
42
Female
141,591
null
4
PhD
Self-Employed
30.138641
Suburban
Premium
0
9
349
9
2021-03-24 15:21:39.191219
Good
Yes
Daily
Condo
438
1,167,940
43
Male
1,028
Married
2
Master's
Unemployed
null
Rural
Comprehensive
null
18
687
1
2022-08-17 15:21:39.172097
Good
No
Daily
Condo
434
1,167,941
43
Male
18,938
Married
4
PhD
Employed
23.025735
Urban
Premium
0
17
658
4
2023-08-19 15:21:39.279729
Good
Yes
Daily
Condo
172
1,167,942
41
Male
27,401
Married
3
High School
Self-Employed
31.138833
Urban
Basic
0
19
667
1
2021-08-09 15:21:39.285112
Average
Yes
Daily
Apartment
1,098
1,167,943
47
Male
893
Married
1
High School
null
14.066385
Rural
Basic
0
8
739
1
2022-07-08 15:21:39.165120
Average
Yes
Weekly
House
3,274
1,167,944
53
Male
5,963
Divorced
0
Master's
Unemployed
40.514749
Suburban
Comprehensive
null
19
738
9
2020-02-25 15:21:39.134960
Average
No
Rarely
Condo
1,209
1,167,945
37
Male
11,555
Married
0
Bachelor's
Unemployed
37.353025
Suburban
Comprehensive
null
12
662
3
2024-06-16 15:21:39.166062
Average
No
Monthly
Condo
1,036
1,167,946
48
Female
39,943
Divorced
1
PhD
Employed
8.534019
Urban
Comprehensive
null
14
807
2
2020-07-08 15:21:39.134960
Good
No
Daily
Condo
452
1,167,947
24
Female
3,579
Divorced
null
Master's
Employed
31.636297
Rural
Premium
1
8
677
1
2024-05-11 15:21:39.281787
Poor
Yes
Daily
House
1,829
1,167,948
33
Female
96,786
Divorced
null
Bachelor's
Self-Employed
30.501727
Urban
Comprehensive
1
10
356
8
2022-11-28 15:21:39.225916
Average
No
Monthly
Apartment
1,409
1,167,949
56
Male
27,382
Married
3
Master's
Unemployed
25.569464
Rural
Comprehensive
null
2
694
8
2020-07-24 15:21:39.177724
Good
Yes
Monthly
House
1,704
1,167,950
39
Female
100,461
Married
4
High School
Self-Employed
36.634685
Urban
Comprehensive
2
18
375
1
2022-07-15 15:21:39.155231
Average
No
Monthly
Condo
677
1,167,951
63
Female
3,652
Married
null
High School
Unemployed
16.719106
Suburban
Comprehensive
null
3
694
2
2022-12-09 15:21:39.090124
Average
Yes
Daily
Condo
21
1,167,952
18
Male
45,415
Divorced
1
Bachelor's
null
3.037123
Rural
Comprehensive
null
3
563
9
2020-01-05 15:21:39.155231
Average
Yes
Monthly
House
615
1,167,953
56
Male
30,221
Single
3
High School
Self-Employed
26.568517
Urban
Basic
2
2
665
8
2023-04-10 15:21:39.112553
Average
Yes
Weekly
Apartment
1,346
1,167,954
29
Male
14,751
Single
4
High School
null
11.907224
Urban
Premium
3
8
634
4
2023-09-07 15:21:39.082499
Good
Yes
Daily
Condo
33
1,167,955
25
Male
5,977
Divorced
0
PhD
Employed
24.633813
Rural
Premium
1
17
772
2
2020-05-07 15:21:39.249100
Good
Yes
Monthly
House
834
1,167,956
57
Female
37,635
Married
2
Bachelor's
Unemployed
33.937318
Suburban
Comprehensive
2
15
514
5
2019-08-24 15:21:39.175719
Average
Yes
Daily
Condo
1,436
1,167,957
45
Male
43,695
Divorced
3
High School
null
30.987754
Suburban
Basic
2
18
659
7
2022-07-08 15:21:39.149731
Poor
No
Rarely
Apartment
1,114
1,167,958
58
Male
89,945
Divorced
0
PhD
Unemployed
10.181391
Urban
Premium
2
18
null
8
2021-05-29 15:21:39.290098
Poor
Yes
Rarely
Apartment
3,033
1,167,959
52
Male
109,824
Divorced
4
PhD
Employed
27.847772
Urban
Comprehensive
2
14
668
3
2023-02-21 15:21:39.168099
Good
No
Monthly
Apartment
24
1,167,960
51
Female
null
Married
1
Bachelor's
Self-Employed
38.772218
Rural
Comprehensive
1
19
481
3
2020-08-21 15:21:39.237118
Average
No
Weekly
Condo
25
1,167,961
48
Female
20,661
Married
2
Master's
Self-Employed
14.091722
Urban
Basic
null
17
806
6
2020-04-14 15:21:39.080440
Average
No
Rarely
Apartment
688
1,167,962
28
Male
4,715
Married
4
PhD
Unemployed
49.720865
Suburban
Comprehensive
1
8
552
9
2019-10-26 15:21:39.096739
Average
No
Daily
Condo
2,657
1,167,963
61
Male
28,862
Married
3
PhD
Self-Employed
35.958556
Rural
Comprehensive
3
15
null
1
2020-05-15 15:21:39.261856
Poor
Yes
Daily
House
772
1,167,964
40
Female
1,405
Divorced
3
Master's
Employed
6.636582
Suburban
Basic
null
3
456
6
2021-11-12 15:21:39.194829
Poor
Yes
Daily
Apartment
1,027
1,167,965
42
Female
17,235
Divorced
1
PhD
Employed
7.523631
Suburban
Premium
0
4
541
6
2021-08-08 15:21:39.223901
Poor
Yes
Daily
House
523
1,167,966
33
Male
44,774
Single
2
High School
Employed
48.106602
Rural
Premium
0
11
null
8
2021-09-19 15:21:39.209847
Good
Yes
Daily
Condo
860
1,167,967
37
Male
44,641
Divorced
0
Bachelor's
Employed
17.080075
Urban
Basic
0
15
null
3
2020-03-12 15:21:39.237118
Poor
Yes
Daily
House
1,372
1,167,968
26
Male
4,535
Divorced
0
High School
Unemployed
41.08646
Urban
Comprehensive
null
15
816
8
2024-04-19 15:21:39.167099
null
Yes
Rarely
Apartment
270
1,167,969
43
Female
null
Married
4
High School
Unemployed
26.75674
Urban
Basic
0
19
308
7
2019-09-24 15:21:39.289099
Poor
No
Weekly
Apartment
1,150
1,167,970
53
Male
63,733
Single
3
PhD
Unemployed
15.161397
Urban
Comprehensive
null
18
656
6
2021-10-02 15:21:39.122134
null
No
Daily
Condo
2,731
1,167,971
40
Female
27,194
Divorced
3
Bachelor's
Unemployed
21.387096
Suburban
Basic
2
2
707
7
2020-07-24 15:21:39.151732
Good
Yes
Weekly
Condo
2,448
1,167,972
46
Male
17,140
Divorced
3
Bachelor's
null
null
Urban
Basic
2
3
676
5
2020-04-30 15:21:39.084065
Poor
Yes
Rarely
Apartment
884
1,167,973
34
Male
23,595
Single
4
PhD
null
21.977241
Rural
Basic
0
3
810
9
2021-07-24 15:21:39.092127
Average
No
Weekly
Condo
1,036
1,167,974
54
Male
15,696
Single
2
Master's
Employed
27.73845
Urban
Premium
1
18
762
1
2024-02-10 15:21:39.237118
Poor
No
Monthly
Condo
554
1,167,975
42
Female
23,483
Married
3
Master's
Self-Employed
19.749718
Rural
Basic
2
17
579
5
2023-06-21 15:21:39.276901
Good
Yes
Weekly
Condo
2,669
1,167,976
null
Female
87,491
Married
0
PhD
Self-Employed
40.759867
Urban
Comprehensive
0
16
364
9
2021-12-14 15:21:39.179186
Good
No
Daily
House
1,709
1,167,977
35
Male
82,215
Single
null
High School
null
35.052953
Suburban
Premium
1
15
434
6
2023-04-29 15:21:39.094752
Poor
Yes
Weekly
House
789
1,167,978
54
Female
45,969
Single
2
Bachelor's
Employed
18.719364
Rural
Premium
0
8
622
9
2021-10-09 15:21:39.172097
Average
No
Monthly
Apartment
589
1,167,979
55
Male
15,284
Divorced
2
Bachelor's
null
45.817493
Urban
Comprehensive
0
0
709
9
2024-03-28 15:21:39.190215
Poor
No
Monthly
Apartment
23
1,167,980
56
Female
43,814
Single
4
Master's
Unemployed
17.84765
Rural
Comprehensive
1
3
657
9
2022-11-09 15:21:39.134960
Poor
No
Monthly
Apartment
1,318
1,167,981
48
Female
25,624
Single
0
PhD
null
16.477532
Rural
Comprehensive
2
19
600
9
2019-10-13 15:21:39.252145
Poor
Yes
Monthly
Apartment
2,708
1,167,982
33
Female
20,276
Married
3
Master's
Employed
17.373931
Suburban
Basic
null
4
462
2
2019-10-28 15:21:39.207847
Good
Yes
Rarely
Condo
671
1,167,983
28
Male
53,555
Married
4
PhD
Self-Employed
null
Urban
Basic
0
1
446
4
2019-11-03 15:21:39.276388
Poor
No
Monthly
Apartment
1,436
1,167,984
30
Female
5,710
Divorced
0
High School
Employed
41.012187
Urban
Premium
0
12
397
3
2020-12-12 15:21:39.237118
Poor
No
Rarely
House
870
1,167,985
34
Male
17,991
Divorced
4
Master's
Employed
30.723932
Urban
Comprehensive
2
4
775
2
2022-12-27 15:21:39.233998
Poor
Yes
Rarely
House
1,544
1,167,986
58
Female
41,425
Married
1
Master's
Employed
27.88496
Suburban
Comprehensive
1
3
622
2
2022-10-13 15:21:39.209847
Good
No
Daily
Apartment
302
1,167,987
51
Female
29,126
Divorced
4
Bachelor's
Self-Employed
28.642719
Urban
Basic
0
5
null
6
2022-09-11 15:21:39.170099
Poor
Yes
Daily
House
1,074
1,167,988
32
Male
124,580
Single
4
High School
Employed
26.829509
Suburban
Basic
1
10
406
2
2024-07-29 15:21:39.244069
Good
No
Weekly
Apartment
724
1,167,989
58
Female
52,818
Divorced
4
PhD
null
31.737649
Urban
Comprehensive
0
8
481
8
2023-02-13 15:21:39.168099
Good
No
Daily
House
35
1,167,990
55
Male
49,307
Single
3
Bachelor's
null
18.726711
Suburban
Premium
2
5
477
9
2023-01-28 15:21:39.258696
Average
Yes
Weekly
Apartment
2,201
1,167,991
19
Female
13,640
Divorced
3
Bachelor's
Unemployed
7.924252
Urban
Basic
1
7
515
9
2023-09-23 15:21:39.105504
Poor
No
Daily
Condo
484
1,167,992
26
Female
26,625
Divorced
3
Master's
Self-Employed
33.0113
Suburban
Basic
1
10
653
3
2021-06-18 15:21:39.133866
Poor
No
Monthly
Condo
1,377
1,167,993
34
Male
27,982
Married
3
PhD
null
34.141706
Suburban
Basic
null
5
null
4
2024-02-22 15:21:39.155231
Poor
Yes
Rarely
Condo
1,555
1,167,994
null
Male
31,823
Single
1
PhD
null
32.653494
Suburban
Comprehensive
1
8
335
3
2020-07-02 15:21:39.282785
Average
Yes
Rarely
Apartment
1,162
1,167,995
26
Female
9,714
Divorced
1
PhD
Employed
37.418665
Urban
Premium
1
16
652
1
2024-06-26 15:21:39.233998
Average
No
Daily
Condo
383
1,167,996
60
Male
1,405
Single
2
Bachelor's
Self-Employed
40.859008
Suburban
Comprehensive
0
5
493
6
2023-01-30 15:21:39.134960
Average
Yes
Weekly
House
1,476
1,167,997
27
Female
25,387
Married
0
High School
Self-Employed
18.539685
Rural
Basic
2
19
382
4
2024-05-11 15:21:39.231531
Poor
No
Daily
House
632
1,167,998
56
Male
10,897
Married
0
PhD
Self-Employed
24.205577
Suburban
Basic
null
6
812
5
2021-03-20 15:21:39.083497
Good
Yes
Monthly
Condo
546
1,167,999
19
Female
27,791
Divorced
4
Master's
Self-Employed
48.48965
Suburban
Comprehensive
2
0
null
7
2020-04-23 15:21:39.191219
Good
No
Weekly
Condo
733