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
1,170,800
43
Female
105,860
Single
0
Master's
Self-Employed
50.066959
Rural
Basic
null
16
637
1
2020-10-10 15:21:39.148733
Poor
No
Rarely
House
1,859
1,170,801
37
Male
120,568
Married
3
High School
Employed
28.977253
Urban
Premium
0
2
577
2
2019-12-13 15:21:39.197445
Good
No
Daily
Condo
2,096
1,170,802
47
Male
50,926
Single
1
Bachelor's
Unemployed
24.715535
Urban
Premium
1
10
420
6
2021-03-25 15:21:39.237118
Average
No
Daily
House
2,481
1,170,803
28
Male
null
Married
null
Master's
Unemployed
33.7915
Urban
Basic
3
7
739
4
2022-01-08 15:21:39.194829
Poor
Yes
Daily
Condo
3,129
1,170,804
38
Male
4,417
Married
1
High School
Employed
32.447622
Suburban
Basic
4
8
659
9
2023-02-10 15:21:39.267454
Good
Yes
Daily
House
1,154
1,170,805
35
Male
96,987
Single
3
Bachelor's
Unemployed
18.656945
Suburban
Basic
1
19
393
9
2023-07-29 15:21:39.208842
Good
Yes
Weekly
Condo
563
1,170,806
60
Female
18,235
Single
0
PhD
null
28.39796
Urban
Premium
null
11
677
9
2020-10-24 15:21:39.207847
Poor
Yes
Weekly
Condo
772
1,170,807
27
Male
46,339
Single
null
Master's
Employed
8.676985
Urban
Basic
2
10
484
7
2023-09-04 15:21:39.221386
Good
Yes
Rarely
Condo
362
1,170,808
44
Male
39,024
Married
0
High School
null
44.156482
Suburban
Premium
null
4
840
4
2022-11-01 15:21:39.091080
Good
No
Weekly
Condo
909
1,170,809
18
Female
84,862
Divorced
0
Master's
Self-Employed
27.737167
Rural
Premium
null
0
477
7
2021-10-30 15:21:39.129190
Poor
No
Monthly
Condo
2,382
1,170,810
39
Male
83,378
Divorced
0
Master's
Self-Employed
24.06432
Rural
Premium
null
13
369
7
2024-08-10 15:21:39.201446
null
Yes
Weekly
Condo
723
1,170,811
59
Male
66,801
Married
0
PhD
Self-Employed
29.407622
Rural
Premium
null
0
403
5
2024-04-04 15:21:39.147735
Good
Yes
Monthly
Condo
909
1,170,812
46
Male
3,179
Married
null
PhD
Unemployed
26.907746
Urban
Premium
0
2
513
7
2022-02-01 15:21:39.272456
Poor
Yes
Monthly
Condo
181
1,170,813
58
Female
39,379
Divorced
1
Bachelor's
Unemployed
34.822387
Urban
Basic
2
2
467
8
2021-05-26 15:21:39.155231
Poor
No
Rarely
Apartment
1,055
1,170,814
60
Male
13,897
Divorced
2
PhD
null
45.838721
Rural
Basic
1
16
725
3
2023-03-23 15:21:39.144722
Good
Yes
Weekly
Apartment
27
1,170,815
42
Male
105,952
Divorced
4
PhD
null
16.607927
Suburban
Premium
0
2
377
6
2023-10-18 15:21:39.247098
Poor
Yes
Monthly
House
3,054
1,170,816
35
Male
35,113
Married
2
PhD
null
14.281356
Rural
Premium
1
19
766
5
2023-02-02 15:21:39.266452
null
Yes
Rarely
Apartment
1,306
1,170,817
39
Male
6,096
Single
0
Master's
null
48.927304
Suburban
Premium
2
4
728
9
2021-01-23 15:21:39.084065
Average
Yes
Daily
House
716
1,170,818
41
Male
132,289
Single
2
Master's
Self-Employed
39.120857
Urban
Premium
0
8
666
4
2022-04-15 15:21:39.176717
null
No
Weekly
House
23
1,170,819
30
Female
71,354
Divorced
3
PhD
Employed
37.935641
Suburban
Premium
0
7
511
3
2020-03-25 15:21:39.134960
Average
Yes
Monthly
House
50
1,170,820
56
Female
1,222
Married
3
High School
Employed
20.991758
Suburban
Premium
2
6
617
9
2022-09-05 15:21:39.289099
Good
No
Daily
House
955
1,170,821
49
Female
30,892
Married
3
Master's
null
11.165623
Rural
Basic
1
7
696
7
2021-11-10 15:21:39.250151
Average
Yes
Daily
Condo
531
1,170,822
22
Male
12,758
Single
4
Master's
Unemployed
19.813358
Suburban
Premium
null
15
723
2
2020-04-22 15:21:39.289099
Good
No
Rarely
Condo
638
1,170,823
56
Female
2,864
Married
null
Bachelor's
null
48.668415
Rural
Basic
2
3
498
4
2020-03-27 15:21:39.168099
Good
No
Rarely
House
1,363
1,170,824
23
Male
1,188
Single
0
High School
Employed
47.973441
Suburban
Comprehensive
0
17
371
4
2020-08-11 15:21:39.122134
Average
No
Monthly
House
2,921
1,170,825
41
Male
15,881
Single
3
PhD
Employed
28.735781
Rural
Basic
0
7
584
5
2022-12-27 15:21:39.167099
Poor
No
Monthly
Condo
1,875
1,170,826
51
Female
16,171
Divorced
2
High School
Self-Employed
9.869082
Rural
Basic
null
12
739
6
2021-12-18 15:21:39.246098
Poor
Yes
Daily
House
805
1,170,827
38
Female
12,478
Married
0
PhD
Self-Employed
25.132251
Rural
Comprehensive
null
9
809
3
2021-08-01 15:21:39.279729
Average
Yes
Daily
Apartment
1,342
1,170,828
32
Female
6,425
Divorced
1
PhD
Self-Employed
25.191373
Rural
Comprehensive
0
7
618
2
2024-05-10 15:21:39.151732
Average
Yes
Monthly
Apartment
115
1,170,829
18
Male
53,900
Single
0
Master's
Unemployed
48.722797
Rural
Basic
null
1
713
4
2021-07-01 15:21:39.273973
Good
Yes
Daily
Condo
119
1,170,830
37
Male
52,864
Married
2
Bachelor's
Employed
15.828555
Suburban
Premium
1
10
757
3
2023-01-21 15:21:39.143708
null
Yes
Rarely
Apartment
2,949
1,170,831
49
Female
8,775
Divorced
4
PhD
Self-Employed
8.992413
Rural
Basic
1
17
629
1
2023-11-26 15:21:39.149731
null
Yes
Weekly
Apartment
1,476
1,170,832
34
Female
4,437
Divorced
null
PhD
null
12.726015
Urban
Basic
0
15
566
3
2024-05-03 15:21:39.263607
Good
No
Daily
Condo
2,268
1,170,833
62
Male
147,942
Married
0
Bachelor's
Self-Employed
30.582457
Urban
Basic
0
11
316
7
2022-06-27 15:21:39.237118
Good
Yes
Monthly
Apartment
554
1,170,834
34
Male
107,484
Married
2
PhD
Self-Employed
32.673824
Rural
Premium
1
4
713
7
2021-11-04 15:21:39.164044
Average
No
Monthly
House
130
1,170,835
61
Male
40,018
Single
4
Master's
null
21.936692
Suburban
Comprehensive
3
0
718
7
2019-11-15 15:21:39.176717
null
No
Weekly
Apartment
1,410
1,170,836
38
Female
4,531
Single
2
PhD
Self-Employed
33.945236
Urban
Premium
0
5
614
9
2019-09-02 15:21:39.155231
Poor
Yes
Daily
House
1,421
1,170,837
23
Male
72,546
Single
4
Master's
Self-Employed
25.08571
Urban
Premium
3
14
434
5
2019-11-18 15:21:39.134960
Poor
Yes
Weekly
Apartment
567
1,170,838
44
Male
28,190
Married
2
Master's
Employed
42.364528
Suburban
Comprehensive
null
18
644
9
2021-04-17 15:21:39.246098
Poor
Yes
Rarely
Apartment
2,142
1,170,839
19
Male
2,784
Married
2
Master's
null
28.079649
Rural
Comprehensive
null
9
null
6
2021-03-16 15:21:39.155231
Average
Yes
Daily
Apartment
245
1,170,840
54
Female
116,970
Divorced
4
Master's
null
45.34019
Urban
Premium
1
13
509
5
2021-01-26 15:21:39.237118
Poor
Yes
Daily
Condo
1,840
1,170,841
42
Male
94,936
Married
3
Master's
Self-Employed
null
Rural
Comprehensive
null
12
827
1
2021-10-12 15:21:39.144722
null
No
Monthly
Condo
934
1,170,842
19
Male
9,575
Divorced
1
PhD
Employed
46.822757
Rural
Basic
null
8
488
9
2020-02-18 15:21:39.080440
Average
No
Rarely
House
383
1,170,843
55
Male
3,562
Married
2
PhD
Self-Employed
null
Suburban
Comprehensive
0
10
788
5
2020-04-27 15:21:39.288099
Good
No
Rarely
House
863
1,170,844
62
Female
50,929
Divorced
2
High School
Self-Employed
10.746237
Urban
Premium
0
6
562
9
2023-05-05 15:21:39.155231
Average
Yes
Monthly
House
394
1,170,845
52
Female
15,776
Married
0
High School
null
12.016008
Suburban
Comprehensive
1
10
828
3
2019-09-20 15:21:39.245086
Good
No
Rarely
Condo
1,173
1,170,846
53
Male
59,573
Divorced
0
PhD
null
22.898714
Urban
Basic
1
11
313
3
2022-04-06 15:21:39.191219
Poor
No
Monthly
House
599
1,170,847
22
Female
14,984
Single
3
PhD
Unemployed
32.739408
Suburban
Comprehensive
null
13
558
1
2023-04-27 15:21:39.085129
Average
No
Monthly
Apartment
24
1,170,848
20
Female
16,682
Divorced
2
PhD
Unemployed
23.657941
Rural
Premium
null
17
530
5
2023-05-17 15:21:39.155231
Poor
No
Monthly
Condo
2,301
1,170,849
44
Female
119,490
Single
null
Master's
Employed
37.955083
Urban
Basic
1
16
302
1
2024-01-04 15:21:39.192212
Poor
No
Weekly
House
743
1,170,850
39
Male
55,742
Married
null
PhD
Unemployed
27.838954
Suburban
Comprehensive
2
6
508
2
2022-03-30 15:21:39.194829
Good
Yes
Daily
House
74
1,170,851
30
Female
98,916
Divorced
4
Master's
null
20.64067
Rural
Comprehensive
0
1
644
8
2023-12-08 15:21:39.268507
Poor
Yes
Rarely
House
49
1,170,852
34
Male
136,981
Divorced
0
High School
null
47.629027
Rural
Basic
1
13
706
5
2021-07-09 15:21:39.132191
Good
Yes
Weekly
Condo
83
1,170,853
60
Female
638
Single
4
High School
Self-Employed
50.959693
Suburban
Basic
null
7
488
9
2020-10-25 15:21:39.223901
Good
No
Rarely
House
937
1,170,854
47
Male
10,066
Divorced
1
High School
Unemployed
9.937481
Suburban
Premium
0
11
361
8
2023-07-21 15:21:39.219432
Average
Yes
Daily
Condo
1,061
1,170,855
33
Male
27,742
Married
3
Master's
Unemployed
22.793545
Suburban
Premium
1
5
542
2
2022-07-23 15:21:39.102694
Poor
Yes
Rarely
Apartment
277
1,170,856
39
Female
3,916
Married
2
High School
Self-Employed
29.891783
Suburban
Premium
null
16
388
9
2023-07-23 15:21:39.279729
Good
Yes
Daily
House
363
1,170,857
23
Male
36,203
Divorced
null
Bachelor's
Self-Employed
8.998979
Rural
Comprehensive
3
14
393
8
2023-12-29 15:21:39.097737
Good
Yes
Weekly
Condo
566
1,170,858
55
Female
6,656
Divorced
0
High School
Unemployed
18.983455
Urban
Basic
1
9
734
5
2020-05-10 15:21:39.191219
Poor
No
Rarely
Condo
1,933
1,170,859
35
Female
11,497
Married
3
Master's
Unemployed
36.567348
Rural
Premium
2
18
701
2
2024-05-23 15:21:39.244069
Poor
No
Weekly
Apartment
444
1,170,860
25
Female
24,713
Divorced
3
Master's
null
31.783416
Rural
Basic
null
12
508
4
2024-04-16 15:21:39.164044
Average
No
Daily
Condo
45
1,170,861
27
Female
53,862
Married
2
Bachelor's
Employed
36.312024
Suburban
Basic
null
14
418
9
2023-05-12 15:21:39.286113
null
No
Daily
Apartment
215
1,170,862
64
Female
16,886
Divorced
0
PhD
Employed
37.976253
Suburban
Comprehensive
1
1
null
1
2020-08-22 15:21:39.274993
Good
Yes
Daily
Condo
1,101
1,170,863
26
Male
122,389
Married
3
Master's
null
39.647597
Rural
Premium
0
9
565
8
2020-12-25 15:21:39.256696
Poor
Yes
Monthly
House
240
1,170,864
23
Female
23,994
Divorced
1
High School
null
23.826644
Rural
Premium
0
9
848
5
2023-04-23 15:21:39.150730
null
No
Daily
Condo
2,386
1,170,865
60
Male
null
Married
4
PhD
Unemployed
22.865126
Suburban
Premium
0
7
705
1
2020-03-30 15:21:39.237118
Poor
Yes
Monthly
Apartment
307
1,170,866
31
Female
5,274
Divorced
4
High School
Unemployed
25.140878
Urban
Premium
1
0
819
4
2020-09-21 15:21:39.117183
Average
No
Rarely
Condo
233
1,170,867
30
Male
46,260
Single
1
PhD
Employed
33.150171
Rural
Comprehensive
null
3
704
6
2020-04-04 15:21:39.269494
Good
No
Daily
House
676
1,170,868
38
Female
1,322
Single
2
PhD
Employed
null
Urban
Comprehensive
1
0
null
4
2021-12-05 15:21:39.134960
Average
Yes
Monthly
Apartment
642
1,170,869
null
Female
6,958
Single
4
High School
Unemployed
22.664277
Urban
Basic
0
2
null
8
2021-08-09 15:21:39.155231
Average
No
Rarely
House
497
1,170,870
34
Female
37,374
Married
0
Bachelor's
Unemployed
14.744625
Suburban
Premium
null
12
442
3
2021-09-21 15:21:39.204000
Average
No
Weekly
Condo
1,009
1,170,871
30
Female
17,861
Divorced
0
High School
Self-Employed
15.418437
Rural
Premium
1
7
368
2
2019-08-20 15:21:39.237118
Good
Yes
Daily
Apartment
1,899
1,170,872
43
Female
56,419
Married
3
High School
null
22.672952
Urban
Basic
null
18
324
6
2023-04-26 15:21:39.134960
Good
No
Daily
Apartment
1,206
1,170,873
34
Female
43,189
Married
0
High School
null
28.423839
Suburban
Comprehensive
null
13
642
2
2021-03-06 15:21:39.290098
Poor
No
Rarely
Apartment
716
1,170,874
48
Male
20,584
Single
4
High School
Employed
50.178922
Urban
Comprehensive
null
4
586
5
2020-05-27 15:21:39.223901
Poor
Yes
Rarely
Apartment
2,389
1,170,875
45
Male
35,484
Single
3
Bachelor's
Unemployed
41.827942
Urban
Basic
null
17
605
6
2022-08-01 15:21:39.134960
Average
No
Monthly
Apartment
733
1,170,876
32
Female
25,330
Single
3
Bachelor's
Self-Employed
null
Suburban
Premium
0
18
675
3
2023-07-27 15:21:39.173661
Good
Yes
Weekly
House
687
1,170,877
62
Male
2,067
Single
2
Master's
Unemployed
27.067857
Suburban
Comprehensive
null
0
653
1
2020-04-17 15:21:39.181605
Poor
No
Weekly
Apartment
2,133
1,170,878
null
Female
20,897
Divorced
3
Master's
Unemployed
17.299514
Suburban
Premium
2
14
783
8
2020-06-23 15:21:39.152732
Poor
Yes
Monthly
Apartment
489
1,170,879
57
Male
43,711
Single
4
High School
Unemployed
14.66053
Rural
Basic
0
16
null
3
2024-06-17 15:21:39.250151
Poor
Yes
Monthly
Apartment
683
1,170,880
29
Male
57,731
Divorced
4
PhD
Self-Employed
11.378026
Suburban
Comprehensive
0
19
338
3
2021-08-27 15:21:39.134960
Average
No
Rarely
House
132
1,170,881
32
Female
131,798
Married
null
High School
null
29.76091
Urban
Comprehensive
1
12
430
4
2024-07-16 15:21:39.146733
Poor
No
Daily
Condo
605
1,170,882
44
Male
97,030
Single
4
High School
Employed
3.89268
Urban
Basic
0
4
416
6
2023-04-24 15:21:39.107553
Average
No
Daily
House
1,471
1,170,883
62
Female
13,391
Divorced
4
PhD
Employed
18.66443
Urban
Premium
3
8
771
3
2020-05-19 15:21:39.150730
Average
Yes
Rarely
Apartment
1,363
1,170,884
21
Male
623
Married
4
Bachelor's
Self-Employed
null
Rural
Premium
1
2
684
2
2020-02-03 15:21:39.237118
Poor
No
Daily
Condo
581
1,170,885
58
Male
20,586
Divorced
3
Bachelor's
Employed
23.322626
Urban
Comprehensive
3
1
437
9
2023-05-06 15:21:39.198406
Average
Yes
Monthly
House
610
1,170,886
39
Male
37,236
Single
0
PhD
null
37.923349
Urban
Comprehensive
1
9
639
7
2023-05-18 15:21:39.094752
Good
No
Rarely
Apartment
1,750
1,170,887
19
Male
53,867
Married
4
PhD
Self-Employed
38.7265
Suburban
Basic
0
14
406
6
2021-11-21 15:21:39.281787
Poor
No
Weekly
House
1,259
1,170,888
33
Female
36,252
Divorced
1
Master's
Unemployed
35.067947
Suburban
Comprehensive
0
15
372
7
2023-09-08 15:21:39.134960
Poor
No
Daily
Condo
1,001
1,170,889
25
Male
2,096
Single
null
Master's
Employed
46.735781
Rural
Comprehensive
2
19
458
2
2022-10-17 15:21:39.198406
Average
No
Daily
Condo
802
1,170,890
60
Male
43,714
Single
4
High School
Self-Employed
39.74946
Rural
Basic
null
16
704
2
2022-02-06 15:21:39.271453
Poor
Yes
Rarely
Apartment
1,356
1,170,891
31
Male
1,596
Married
3
Bachelor's
Unemployed
15.880088
Suburban
Basic
1
8
410
8
2022-03-26 15:21:39.092127
Average
No
Rarely
Condo
833
1,170,892
49
Male
3,426
Divorced
4
High School
null
null
Urban
Basic
0
0
755
5
2023-06-27 15:21:39.155231
Poor
No
Monthly
House
893
1,170,893
46
Female
3,284
Single
0
PhD
null
23.672625
Suburban
Comprehensive
1
6
470
4
2021-04-26 15:21:39.286113
Poor
No
Rarely
Apartment
859
1,170,894
37
Female
91,289
Single
null
High School
Employed
20.697627
Suburban
Premium
null
8
543
8
2020-09-16 15:21:39.181605
Good
No
Monthly
House
4,393
1,170,895
41
Female
705
Single
null
Master's
Self-Employed
26.464848
Suburban
Basic
2
16
null
9
2022-03-16 15:21:39.192212
Poor
Yes
Monthly
Apartment
1,652
1,170,896
29
Female
56,493
Divorced
1
Master's
Unemployed
15.585624
Suburban
Premium
null
4
394
6
2022-10-29 15:21:39.155231
Poor
Yes
Rarely
House
34
1,170,897
26
Male
49,776
Divorced
0
Master's
Self-Employed
17.171509
Suburban
Basic
0
10
467
4
2021-06-18 15:21:39.193945
Average
Yes
Daily
House
363
1,170,898
34
Male
46,144
Married
4
High School
Unemployed
21.774275
Suburban
Premium
1
19
815
5
2021-01-24 15:21:39.134960
Average
Yes
Monthly
Apartment
1,065
1,170,899
21
Male
8,077
Single
2
Bachelor's
Unemployed
26.845695
Suburban
Comprehensive
1
12
null
9
2021-07-19 15:21:39.180553
Average
Yes
Rarely
Apartment
687