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
4,700
47
Female
56,768
null
0
High School
Unemployed
11.636626
Urban
Comprehensive
1
13
786
2
2024-04-10 15:21:39.250151
null
Yes
Daily
Apartment
891
4,701
31
Male
17,227
Married
4
Master's
Unemployed
34.924036
Suburban
Basic
0
12
690
4
2023-01-13 15:21:39.176717
Good
No
Rarely
Apartment
1,333
4,702
63
Female
null
Single
null
PhD
null
7.18384
Suburban
Comprehensive
null
2
365
4
2020-09-26 15:21:39.217387
Good
Yes
Daily
House
2,619
4,703
20
Female
74,967
Married
0
High School
null
25.051845
Suburban
Comprehensive
null
7
829
2
2020-08-02 15:21:39.134960
null
No
Weekly
Condo
26
4,704
46
Male
7,076
Divorced
1
High School
Self-Employed
21.828574
Suburban
Basic
null
0
791
7
2020-06-17 15:21:39.148733
Average
Yes
Monthly
Apartment
866
4,705
64
Female
39,717
Married
4
PhD
Employed
13.913592
Rural
Premium
null
5
596
8
2022-02-18 15:21:39.259788
Average
Yes
Rarely
Apartment
1,140
4,706
36
Male
16,581
Single
2
Bachelor's
Unemployed
44.648846
Rural
Comprehensive
null
7
394
5
2020-02-14 15:21:39.283783
Good
Yes
Weekly
Apartment
786
4,707
32
Female
16,891
Divorced
1
PhD
null
16.936886
Suburban
Premium
0
19
769
5
2020-11-08 15:21:39.134960
Good
No
Daily
Apartment
1,206
4,708
24
Female
15,401
Divorced
3
High School
Self-Employed
39.912134
Suburban
Comprehensive
1
4
753
3
2022-08-15 15:21:39.194829
Average
No
Weekly
House
585
4,709
63
Male
29,077
Married
0
Master's
Unemployed
35.564673
Rural
Premium
1
11
694
1
2022-12-07 15:21:39.164044
Good
No
Weekly
Apartment
394
4,710
37
Male
40,891
Divorced
2
Bachelor's
Unemployed
5.811786
Urban
Comprehensive
2
11
627
6
2021-07-10 15:21:39.086123
Average
Yes
Monthly
Apartment
101
4,711
24
Male
71,529
Married
2
Bachelor's
Self-Employed
24.087248
Urban
Basic
null
12
336
3
2023-10-28 15:21:39.165120
Poor
No
Rarely
Apartment
646
4,712
29
Male
14,085
Divorced
3
Bachelor's
Employed
14.642614
Urban
Comprehensive
1
19
609
6
2020-01-08 15:21:39.104139
Average
No
Monthly
Apartment
1,659
4,713
49
Female
6,719
Single
3
Master's
Unemployed
7.621508
Urban
Comprehensive
1
3
849
4
2024-02-25 15:21:39.145732
Average
No
Daily
House
487
4,714
61
Male
16,077
Divorced
0
PhD
Unemployed
13.639762
Rural
Premium
0
2
812
6
2020-03-22 15:21:39.237118
Good
No
Rarely
Apartment
454
4,715
61
Female
5,721
Divorced
3
Bachelor's
Employed
26.857851
Urban
Comprehensive
1
10
null
8
2021-03-25 15:21:39.188220
Average
No
Rarely
House
678
4,716
39
Female
9,973
Single
4
Master's
Employed
23.797554
Rural
Premium
0
17
843
5
2021-08-31 15:21:39.149731
Average
Yes
Daily
Condo
259
4,717
36
Male
52,726
Single
4
Bachelor's
Employed
21.098368
Suburban
Basic
1
10
488
7
2024-01-17 15:21:39.271453
Poor
Yes
Rarely
House
244
4,718
45
Female
null
Single
3
PhD
Unemployed
38.488551
Rural
Comprehensive
null
12
435
5
2023-05-22 15:21:39.092127
Average
No
Daily
House
507
4,719
58
Male
5,723
Divorced
null
PhD
Unemployed
18.849321
Urban
Premium
null
15
547
9
2023-09-23 15:21:39.236064
Good
No
Rarely
House
918
4,720
48
Male
926
Single
3
High School
Employed
22.569059
Rural
Comprehensive
0
12
454
6
2020-08-01 15:21:39.134960
Average
No
Weekly
Condo
1,147
4,721
34
Male
6,939
Divorced
3
Bachelor's
Employed
2.913793
Urban
Premium
1
10
605
7
2023-04-17 15:21:39.196387
Poor
Yes
Rarely
Apartment
476
4,722
33
Male
22,431
Married
2
Bachelor's
Unemployed
45.458966
Urban
Basic
1
0
578
5
2021-12-21 15:21:39.192212
null
Yes
Daily
House
476
4,723
58
Male
47,894
Married
3
High School
Unemployed
10.654207
Suburban
Comprehensive
null
0
424
5
2021-08-30 15:21:39.182597
Poor
No
Weekly
Apartment
2,781
4,724
23
Male
10,173
Married
4
Bachelor's
Employed
14.52101
Suburban
Basic
1
8
653
7
2021-05-14 15:21:39.237118
null
Yes
Monthly
Apartment
456
4,725
63
Female
39,644
Divorced
0
Master's
Unemployed
32.333083
Urban
Basic
null
7
440
3
2020-03-13 15:21:39.237118
Poor
Yes
Weekly
Condo
953
4,726
55
Female
3,432
Divorced
2
Master's
Unemployed
30.547999
Rural
Comprehensive
1
5
713
7
2024-02-04 15:21:39.086123
Good
Yes
Monthly
Condo
3,436
4,727
21
Female
20,881
Single
4
Master's
Unemployed
24.787545
Rural
Premium
null
0
521
5
2023-06-27 15:21:39.174719
Good
No
Daily
House
1,179
4,728
21
Female
29,190
Single
2
Bachelor's
Unemployed
null
Rural
Premium
null
2
743
9
2023-01-31 15:21:39.246098
Poor
No
Weekly
Apartment
589
4,729
45
Male
31,008
Married
2
PhD
Self-Employed
36.856558
Urban
Basic
null
9
null
4
2022-12-25 15:21:39.123711
Average
No
Monthly
Condo
48
4,730
64
Male
143,352
Married
3
Bachelor's
null
37.879472
Suburban
Premium
null
12
781
8
2022-11-05 15:21:39.106582
Poor
No
Weekly
House
305
4,731
64
Male
78,963
Single
1
Master's
null
28.719264
Urban
Basic
0
11
644
1
2020-06-23 15:21:39.280784
null
Yes
Rarely
Condo
280
4,732
44
Female
43,934
Single
null
Master's
Employed
32.366151
Suburban
Basic
0
17
485
7
2020-05-02 15:21:39.244069
Good
Yes
Monthly
Condo
382
4,733
46
Male
46,011
Single
2
PhD
null
20.644986
Urban
Basic
1
19
440
5
2020-01-28 15:21:39.205850
null
No
Weekly
Condo
511
4,734
44
Male
17,784
Divorced
4
Master's
Self-Employed
23.78283
Urban
Comprehensive
0
10
603
7
2019-12-03 15:21:39.095696
Poor
No
Daily
House
1,453
4,735
28
Female
5,728
Married
4
Master's
Unemployed
16.696415
Rural
Basic
null
0
753
9
2022-12-29 15:21:39.183598
Poor
Yes
Rarely
Apartment
617
4,736
58
Female
6,806
Single
null
Master's
Employed
38.49126
Rural
Basic
3
17
332
9
2021-10-16 15:21:39.169102
Average
No
Rarely
House
1,388
4,737
33
Female
91,053
Married
2
High School
Unemployed
27.188635
Suburban
Comprehensive
3
4
477
2
2023-08-21 15:21:39.257696
Poor
No
Daily
Condo
3,033
4,738
63
Male
123,383
Divorced
0
PhD
Unemployed
32.048526
Rural
Premium
1
10
414
1
2024-01-30 15:21:39.205850
Poor
Yes
Daily
House
739
4,739
48
Male
11,165
Divorced
2
Bachelor's
null
34.865963
Suburban
Comprehensive
0
18
497
1
2024-06-21 15:21:39.116179
Poor
Yes
Weekly
House
3,022
4,740
46
Female
12,984
Divorced
1
Master's
Self-Employed
39.012333
Rural
Basic
2
3
553
2
2023-12-12 15:21:39.134960
Average
Yes
Monthly
House
30
4,741
26
Female
null
Divorced
1
PhD
Employed
17.153346
Urban
Comprehensive
2
12
778
5
2024-01-01 15:21:39.084065
Average
No
Rarely
House
36
4,742
58
Female
99,462
Divorced
3
High School
Employed
22.849491
Rural
Basic
null
11
713
7
2021-03-28 15:21:39.289099
Poor
No
Weekly
Apartment
167
4,743
49
Male
2,986
Married
null
Bachelor's
Employed
45.057952
Rural
Basic
null
3
326
7
2022-09-28 15:21:39.192212
Average
No
Rarely
House
2,267
4,744
36
Male
31,006
Married
3
High School
Employed
50.924882
Urban
Comprehensive
1
17
473
7
2022-10-10 15:21:39.186212
Poor
Yes
Weekly
House
1,729
4,745
52
Male
53,335
Single
1
Master's
Unemployed
27.726852
Suburban
Comprehensive
null
1
381
9
2021-10-20 15:21:39.155231
Poor
Yes
Weekly
Apartment
26
4,746
62
Male
12,877
Married
3
Master's
null
21.359859
Suburban
Basic
null
18
772
7
2023-02-14 15:21:39.268507
Average
Yes
Rarely
Apartment
1,903
4,747
23
Female
721
Single
1
High School
null
37.413401
Rural
Premium
2
4
744
3
2021-09-24 15:21:39.155231
Poor
Yes
Weekly
Condo
266
4,748
57
Male
27,892
Married
1
Master's
null
16.739146
Urban
Comprehensive
null
4
734
8
2022-08-30 15:21:39.186212
Poor
No
Rarely
Apartment
618
4,749
45
Male
18,984
Single
2
Bachelor's
Employed
18.416049
Rural
Comprehensive
null
7
null
7
2023-10-28 15:21:39.187211
Poor
Yes
Weekly
Apartment
1,738
4,750
29
Female
4,836
Single
4
Bachelor's
Unemployed
15.396922
Rural
Comprehensive
null
12
474
3
2023-03-16 15:21:39.256696
Average
Yes
Rarely
House
1,209
4,751
57
Female
131,591
Divorced
null
High School
Employed
18.9672
Urban
Basic
null
18
627
6
2023-10-13 15:21:39.248098
Good
Yes
Rarely
House
100
4,752
44
Male
5,524
Married
4
High School
null
28.869369
Urban
Comprehensive
2
7
522
6
2021-03-02 15:21:39.209847
Good
Yes
Monthly
Condo
1,185
4,753
18
Male
16,339
Divorced
1
Master's
null
44.249481
Rural
Comprehensive
0
4
759
6
2023-01-31 15:21:39.143708
Good
Yes
Weekly
Apartment
28
4,754
22
Female
16,751
Divorced
3
High School
Employed
7.839244
Rural
Comprehensive
1
19
632
9
2022-07-20 15:21:39.134960
Average
Yes
Weekly
Condo
553
4,755
53
Female
44,939
Divorced
3
Bachelor's
Employed
null
Urban
Basic
0
3
791
6
2020-04-07 15:21:39.134960
Poor
No
Monthly
Apartment
2,215
4,756
31
Female
799
Divorced
3
Bachelor's
Unemployed
16.079461
Rural
Basic
null
4
463
7
2024-03-01 15:21:39.226954
Average
Yes
Monthly
House
710
4,757
28
Female
8,054
Single
4
High School
Self-Employed
44.858313
Rural
Basic
1
11
788
6
2021-01-26 15:21:39.091080
Good
Yes
Rarely
Condo
783
4,758
34
Male
20,292
Single
4
High School
Unemployed
35.17506
Rural
Comprehensive
0
1
658
3
2024-05-17 15:21:39.095696
Poor
Yes
Monthly
House
991
4,759
18
Female
20,984
Married
1
Bachelor's
null
6.086034
Urban
Premium
null
0
784
5
2021-12-06 15:21:39.207847
Average
Yes
Rarely
Condo
1,257
4,760
53
Male
605
Divorced
1
PhD
Employed
9.440091
Rural
Basic
0
15
778
6
2023-06-03 15:21:39.228521
null
No
Weekly
House
756
4,761
63
Male
8,892
Divorced
3
PhD
null
47.907895
Urban
Premium
null
4
572
7
2024-01-31 15:21:39.264504
Good
Yes
Weekly
Apartment
644
4,762
43
Male
3,076
Divorced
4
High School
null
33.368836
Rural
Basic
null
8
492
9
2024-01-29 15:21:39.100695
Good
Yes
Monthly
Condo
1,328
4,763
19
Female
14,053
Divorced
0
PhD
Unemployed
14.051377
Rural
Premium
1
2
null
9
2022-07-08 15:21:39.192212
Good
Yes
Weekly
House
30
4,764
39
Female
10,727
Married
2
Master's
Employed
4.068735
Suburban
Comprehensive
2
17
617
6
2024-07-06 15:21:39.237118
Good
Yes
Daily
House
696
4,765
59
Male
1,299
Married
3
Master's
Unemployed
22.726341
Rural
Basic
0
19
641
9
2022-09-27 15:21:39.222387
Average
No
Daily
Apartment
2,170
4,766
19
Female
4,532
Single
1
High School
Employed
null
Suburban
Basic
1
15
772
7
2021-01-06 15:21:39.171102
Average
Yes
Rarely
Apartment
988
4,767
27
Female
35,113
Divorced
1
High School
null
51.414599
Suburban
Comprehensive
1
8
null
2
2023-04-14 15:21:39.237118
Average
Yes
Daily
Condo
952
4,768
32
Male
37,924
Married
2
Master's
null
36.087928
Suburban
Basic
null
4
null
8
2023-03-03 15:21:39.229482
Average
Yes
Monthly
House
991
4,769
62
Female
5,874
Married
0
High School
null
49.238064
Suburban
Premium
0
6
590
5
2023-07-17 15:21:39.134960
Average
No
Weekly
Condo
1,482
4,770
62
Female
59,649
Married
4
High School
Self-Employed
22.854589
Urban
Premium
null
9
345
1
2023-04-06 15:21:39.260856
Average
Yes
Daily
Apartment
324
4,771
29
Male
3,062
Married
4
Bachelor's
Self-Employed
27.865331
Rural
Basic
null
0
685
1
2019-12-20 15:21:39.107553
Good
Yes
Monthly
House
50
4,772
44
Female
23,959
Married
3
High School
null
32.846207
Rural
Basic
1
19
443
2
2020-02-08 15:21:39.212862
Good
No
Monthly
Condo
541
4,773
43
Female
1,823
Single
1
Master's
Employed
31.058938
Urban
Premium
1
18
null
6
2023-04-20 15:21:39.134960
Poor
No
Daily
House
3,937
4,774
59
Male
27,986
Married
0
High School
Self-Employed
45.35359
Suburban
Comprehensive
1
16
589
7
2023-05-18 15:21:39.164044
Poor
Yes
Rarely
Condo
930
4,775
48
Female
4,825
Single
3
Master's
Unemployed
8.585986
Rural
Premium
0
9
523
4
2022-05-18 15:21:39.237118
null
No
Rarely
Apartment
646
4,776
33
Female
47,502
Single
null
High School
Employed
9.166894
Rural
Premium
3
7
506
2
2023-05-24 15:21:39.270454
Poor
No
Daily
Condo
30
4,777
44
Female
50,388
Single
2
Master's
Self-Employed
23.052283
Suburban
Comprehensive
null
1
null
8
2020-10-15 15:21:39.095696
null
No
Monthly
House
288
4,778
53
Female
71,453
Single
0
PhD
null
13.07926
Suburban
Premium
null
8
409
6
2020-01-02 15:21:39.172097
Poor
Yes
Daily
House
513
4,779
44
Male
18,078
Married
3
Master's
Unemployed
7.890989
Rural
Basic
1
15
519
9
2022-12-30 15:21:39.187211
Good
Yes
Monthly
House
954
4,780
35
Male
80,742
Divorced
3
Master's
Unemployed
27.785471
Urban
Comprehensive
0
12
782
2
2023-09-07 15:21:39.167099
null
No
Weekly
Condo
35
4,781
48
Male
52,414
Married
1
PhD
null
42.235057
Suburban
Premium
1
18
665
7
2021-12-27 15:21:39.093681
Poor
Yes
Rarely
Apartment
130
4,782
25
Male
113,985
Divorced
0
Bachelor's
Unemployed
44.14194
Rural
Basic
3
15
613
3
2019-09-12 15:21:39.237118
Average
Yes
Daily
House
990
4,783
47
Female
8,054
Single
1
PhD
null
36.01223
Urban
Premium
1
8
668
2
2020-11-14 15:21:39.134960
Good
No
Weekly
Condo
1,266
4,784
40
Female
128,850
Married
2
Master's
Unemployed
14.917748
Urban
Premium
4
11
458
4
2021-02-25 15:21:39.155231
Good
No
Daily
Condo
572
4,785
54
Male
1,488
Married
3
Bachelor's
Self-Employed
20.825629
Suburban
Basic
0
6
545
1
2022-09-25 15:21:39.283783
Good
No
Daily
House
2,192
4,786
24
Male
51,564
Divorced
1
PhD
Employed
8.996684
Urban
Comprehensive
2
10
null
7
2024-08-07 15:21:39.254678
Average
Yes
Weekly
Condo
150
4,787
41
Male
46,242
Married
3
High School
null
45.186529
Rural
Basic
null
18
787
9
2020-09-04 15:21:39.094752
Average
No
Weekly
Apartment
2,970
4,788
54
Male
20,346
Divorced
4
Master's
null
44.087089
Urban
Basic
null
17
667
8
2023-01-17 15:21:39.188220
Poor
No
Daily
House
1,643
4,789
38
Male
589
Divorced
2
Master's
null
16.769265
Rural
Comprehensive
2
10
552
8
2020-11-21 15:21:39.228521
Good
No
Monthly
Apartment
1,282
4,790
60
Female
893
Divorced
null
Bachelor's
Unemployed
17.68358
Suburban
Premium
null
13
null
1
2023-08-19 15:21:39.237118
Average
Yes
Weekly
Apartment
360
4,791
58
Female
43,763
Married
1
Master's
null
27.812674
Rural
Basic
null
19
840
1
2023-03-08 15:21:39.155231
Average
Yes
Rarely
Condo
116
4,792
28
Male
72,472
Single
2
High School
Employed
46.913688
Urban
Comprehensive
1
8
469
1
2024-07-10 15:21:39.237118
Good
Yes
Weekly
Apartment
2,312
4,793
59
Female
16,878
Married
3
High School
Self-Employed
19.638387
Suburban
Comprehensive
null
17
443
2
2023-08-23 15:21:39.194829
Poor
No
Rarely
Condo
1,643
4,794
35
Female
53,419
Divorced
1
Bachelor's
Self-Employed
12.395029
Urban
Comprehensive
null
1
308
1
2021-11-06 15:21:39.168099
null
No
Daily
House
1,325
4,795
26
Male
33,221
Divorced
0
High School
Unemployed
31.893364
Rural
Premium
null
4
584
9
2022-06-27 15:21:39.267454
Average
No
Daily
House
2,105
4,796
51
Male
18,288
Divorced
0
Master's
Unemployed
13.244483
Urban
Comprehensive
2
8
null
5
2020-08-24 15:21:39.187211
Poor
No
Weekly
Apartment
1,642
4,797
53
Male
8,092
Married
2
Bachelor's
null
11.715436
Suburban
Comprehensive
null
10
null
2
2021-06-21 15:21:39.282785
Average
Yes
Rarely
House
466
4,798
61
Male
69,955
Married
3
Master's
null
47.114413
Suburban
Premium
0
7
410
1
2020-06-16 15:21:39.207847
Poor
Yes
Weekly
Apartment
2,448
4,799
54
Male
43,901
Married
3
High School
null
18.917653
Rural
Basic
null
1
668
9
2022-03-20 15:21:39.085129
Average
No
Daily
Condo
522