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
5,700
45
Female
70,849
Single
2
Bachelor's
Unemployed
null
Rural
Basic
0
16
678
8
2020-07-07 15:21:39.113566
Poor
Yes
Monthly
Apartment
2,362
5,701
42
Female
3,929
Single
1
High School
Employed
24.75201
Suburban
Premium
null
19
763
5
2022-12-29 15:21:39.258696
Good
No
Weekly
House
3,311
5,702
24
Male
null
Divorced
4
Master's
Unemployed
20.49778
Rural
Basic
null
0
382
4
2020-12-21 15:21:39.237118
Good
Yes
Rarely
Apartment
469
5,703
28
Male
9,086
Single
3
PhD
null
24.72267
Suburban
Premium
0
8
459
2
2020-07-29 15:21:39.256696
Poor
No
Weekly
Condo
40
5,704
29
Male
44,219
Married
3
PhD
Employed
18.059686
Urban
Comprehensive
1
3
395
3
2020-04-01 15:21:39.237118
Poor
No
Rarely
House
822
5,705
56
Male
106,433
Single
4
Bachelor's
Self-Employed
49.24261
Rural
Comprehensive
null
3
690
3
2023-11-06 15:21:39.171102
Average
Yes
Weekly
House
3,024
5,706
34
Male
5,531
Single
4
High School
null
14.933252
Urban
Basic
null
3
446
4
2024-01-26 15:21:39.179186
Good
Yes
Monthly
House
1,393
5,707
37
Male
60,583
Single
3
Bachelor's
Employed
16.829486
Rural
Premium
null
1
414
1
2020-10-18 15:21:39.237118
Good
Yes
Weekly
Condo
894
5,708
59
Male
27,488
Divorced
1
PhD
null
9.898041
Urban
Comprehensive
3
3
762
6
2021-11-27 15:21:39.175719
Average
Yes
Daily
House
33
5,709
19
Male
5,267
Divorced
2
PhD
Employed
17.564184
Suburban
Comprehensive
0
8
624
6
2020-07-18 15:21:39.146733
Good
Yes
Weekly
Apartment
431
5,710
26
Male
6,968
Divorced
3
Bachelor's
Self-Employed
39.606884
Rural
Comprehensive
1
8
506
1
2023-05-09 15:21:39.191219
Average
Yes
Daily
House
231
5,711
35
Female
80,945
Single
1
High School
Unemployed
43.331258
Urban
Comprehensive
0
18
331
8
2019-10-23 15:21:39.199447
Average
Yes
Monthly
Condo
434
5,712
22
Male
29,483
Single
4
High School
Unemployed
41.817334
Rural
Premium
1
11
432
3
2024-01-09 15:21:39.167099
Average
Yes
Monthly
Condo
1,354
5,713
35
Female
3,634
Single
null
PhD
Unemployed
30.795917
Urban
Basic
2
18
553
5
2022-08-23 15:21:39.264504
Good
No
Daily
Condo
749
5,714
38
Male
21,286
Single
4
Bachelor's
Self-Employed
22.853679
Suburban
Basic
1
5
589
3
2020-10-18 15:21:39.175719
Poor
Yes
Daily
Apartment
254
5,715
20
Male
92,777
Divorced
2
Master's
Unemployed
51.979176
Rural
Premium
0
7
462
9
2020-11-05 15:21:39.217387
Good
Yes
Monthly
Apartment
914
5,716
33
Male
6,860
Divorced
null
PhD
Employed
17.093611
Urban
Premium
1
18
484
9
2022-03-11 15:21:39.248098
Good
Yes
Weekly
Apartment
1,070
5,717
48
Male
4,613
Divorced
4
PhD
Unemployed
25.817179
Rural
Comprehensive
1
6
393
8
2020-10-05 15:21:39.186212
Average
Yes
Monthly
House
1,223
5,718
37
Female
33,159
Divorced
4
Bachelor's
Employed
10.065636
Rural
Basic
1
17
363
4
2020-10-21 15:21:39.119168
Average
Yes
Weekly
Condo
1,673
5,719
63
Female
27,892
Married
2
PhD
Self-Employed
29.353824
Urban
Premium
1
6
null
5
2021-12-13 15:21:39.134960
Good
No
Weekly
Apartment
1,007
5,720
50
Female
113,925
Married
3
Master's
null
33.362356
Suburban
Comprehensive
1
1
null
3
2023-12-12 15:21:39.132191
Poor
Yes
Rarely
Apartment
304
5,721
40
Female
null
Divorced
1
High School
Unemployed
23.959776
Urban
Premium
1
7
739
9
2024-02-07 15:21:39.189223
null
Yes
Monthly
House
2,295
5,722
55
Male
35,203
Single
1
High School
Employed
null
Urban
Basic
0
6
635
9
2019-10-15 15:21:39.155231
Average
No
Daily
Condo
619
5,723
42
Female
61,661
null
2
Bachelor's
Self-Employed
23.582828
Urban
Comprehensive
2
4
null
8
2021-09-30 15:21:39.155231
Average
Yes
Weekly
Condo
715
5,724
20
Female
18,297
Divorced
0
Master's
Self-Employed
40.092381
Rural
Basic
2
18
null
5
2020-09-13 15:21:39.261856
Poor
No
Weekly
House
1,764
5,725
45
Male
14,861
Married
1
High School
null
26.942549
Urban
Basic
null
1
438
9
2020-01-18 15:21:39.082499
Average
Yes
Monthly
Apartment
546
5,726
61
Male
104,052
Divorced
4
PhD
Unemployed
12.895384
Rural
Comprehensive
2
18
763
5
2023-10-24 15:21:39.082499
Poor
Yes
Monthly
Apartment
1,887
5,727
61
Female
12,424
Married
1
Bachelor's
Self-Employed
37.828158
Suburban
Basic
0
5
624
7
2021-10-18 15:21:39.084065
Good
No
Weekly
Condo
1,556
5,728
56
Male
26,395
Married
3
Master's
Self-Employed
12.281949
Urban
Comprehensive
3
11
502
9
2024-02-04 15:21:39.133866
Average
No
Weekly
Apartment
1,593
5,729
42
Female
57,226
Married
4
Bachelor's
null
14.672642
Urban
Premium
1
11
310
1
2020-09-07 15:21:39.152732
Average
No
Weekly
House
2,211
5,730
52
Male
58,838
Divorced
2
Master's
Unemployed
18.507207
Rural
Comprehensive
null
5
695
5
2020-10-31 15:21:39.106582
Average
No
Monthly
House
191
5,731
30
Female
137,535
Single
1
PhD
Self-Employed
43.638756
Rural
Comprehensive
1
4
357
4
2021-04-16 15:21:39.176717
Average
Yes
Rarely
House
938
5,732
23
Male
null
Married
3
PhD
Self-Employed
15.63335
Urban
Premium
null
17
766
2
2020-03-17 15:21:39.235012
null
No
Daily
House
2,188
5,733
51
Female
56,905
Married
1
High School
Self-Employed
7.826695
Urban
Premium
1
4
null
3
2022-11-18 15:21:39.170099
Good
No
Weekly
Apartment
322
5,734
48
Female
8,072
Single
3
PhD
Employed
25.824057
Urban
Comprehensive
0
8
461
3
2020-06-16 15:21:39.237118
Good
No
Daily
Apartment
909
5,735
22
Female
27,453
Single
1
High School
Self-Employed
19.485636
Suburban
Basic
1
5
397
1
2019-10-07 15:21:39.258696
Good
No
Rarely
Apartment
604
5,736
64
Female
8,092
Divorced
1
PhD
Unemployed
27.527063
Rural
Premium
null
17
714
7
2021-01-15 15:21:39.093681
Average
No
Daily
Condo
719
5,737
26
Female
53,473
Single
1
Master's
null
37.856118
Urban
Premium
null
2
683
3
2022-02-28 15:21:39.126661
null
Yes
Rarely
House
2,175
5,738
62
Female
59,956
Divorced
4
Bachelor's
null
13.294311
Rural
Premium
0
5
409
8
2019-11-24 15:21:39.222387
Poor
Yes
Monthly
Apartment
165
5,739
47
Male
27,189
Married
4
Master's
Employed
37.446524
Rural
Basic
null
11
613
3
2024-07-04 15:21:39.237118
Poor
No
Monthly
Condo
49
5,740
31
Male
1,790
Married
1
Bachelor's
Employed
30.977703
Suburban
Premium
null
16
848
9
2021-11-29 15:21:39.226954
Average
Yes
Weekly
Apartment
431
5,741
null
Female
101,991
Divorced
1
High School
Self-Employed
null
Rural
Premium
0
0
437
8
2024-06-16 15:21:39.177724
Average
No
Weekly
Apartment
2,918
5,742
35
Female
38,791
Divorced
0
PhD
Self-Employed
7.259436
Rural
Premium
0
14
463
7
2020-01-30 15:21:39.155231
Average
No
Daily
Condo
3,237
5,743
39
Male
31,857
Single
3
PhD
Employed
6.242877
Suburban
Premium
0
12
779
8
2024-04-26 15:21:39.274993
Average
No
Rarely
Condo
1,542
5,744
46
Male
19,242
Married
1
Master's
Employed
25.797856
Urban
Comprehensive
0
2
483
2
2020-02-03 15:21:39.149731
Average
Yes
Monthly
Condo
146
5,745
18
Male
5,838
Single
1
Bachelor's
Employed
23.565919
Urban
Premium
null
1
761
2
2022-05-24 15:21:39.237118
Good
No
Rarely
Condo
940
5,746
52
Female
92,748
Divorced
null
Bachelor's
Self-Employed
16.948007
Suburban
Premium
1
13
513
9
2022-07-11 15:21:39.090124
null
Yes
Rarely
Apartment
2,441
5,747
44
Female
33,422
Single
1
Bachelor's
Self-Employed
38.906919
Rural
Premium
0
1
419
6
2022-10-28 15:21:39.172097
Good
Yes
Monthly
Apartment
596
5,748
48
Female
2,714
Married
3
High School
Self-Employed
8.764602
Suburban
Premium
2
5
613
3
2021-01-04 15:21:39.173834
Good
Yes
Daily
Apartment
807
5,749
21
Male
null
Married
4
Bachelor's
Employed
35.614545
Urban
Premium
null
3
648
8
2024-04-19 15:21:39.094752
Good
No
Monthly
House
192
5,750
56
Male
69,524
Married
4
PhD
Employed
46.068707
Urban
Comprehensive
2
0
753
4
2024-07-23 15:21:39.134960
null
No
Monthly
House
471
5,751
58
Male
13,499
Divorced
1
High School
Self-Employed
13.726278
Rural
Comprehensive
1
9
784
3
2022-11-24 15:21:39.222387
Average
No
Weekly
Apartment
1,249
5,752
45
Female
15,776
Single
null
Bachelor's
Self-Employed
29.633461
Rural
Basic
null
16
644
3
2020-05-06 15:21:39.259788
Average
Yes
Monthly
House
809
5,753
51
Male
22,242
Divorced
null
Master's
Unemployed
30.074696
Rural
Premium
null
11
497
3
2021-07-18 15:21:39.131192
Good
No
Daily
House
693
5,754
33
Female
null
Divorced
0
Master's
Unemployed
28.017743
Suburban
Comprehensive
1
13
654
3
2020-04-05 15:21:39.261856
Poor
No
Weekly
Condo
395
5,755
59
Female
null
Married
2
PhD
Unemployed
11.966374
Urban
Premium
2
16
786
8
2019-12-11 15:21:39.198406
Average
Yes
Weekly
Condo
1,883
5,756
43
Female
38,712
Married
3
PhD
null
null
Urban
Basic
1
12
699
5
2022-01-14 15:21:39.155231
Average
No
Monthly
Condo
1,312
5,757
28
Female
14,811
Single
0
High School
null
41.002575
Urban
Basic
null
11
null
7
2023-12-07 15:21:39.221386
Poor
No
Weekly
Apartment
1,065
5,758
52
Female
115,975
Divorced
3
Bachelor's
Self-Employed
21.585876
Urban
Comprehensive
null
8
790
3
2024-01-12 15:21:39.165120
Poor
No
Rarely
Condo
421
5,759
63
Male
6,092
Divorced
2
PhD
Unemployed
18.814081
Suburban
Basic
0
16
668
3
2024-04-18 15:21:39.090124
Poor
Yes
Rarely
House
1,460
5,760
56
Male
969
Divorced
3
High School
null
29.572777
Rural
Basic
1
6
629
1
2024-06-16 15:21:39.237118
Poor
No
Daily
House
2,088
5,761
60
Female
33,262
Divorced
2
PhD
null
9.881935
Urban
Basic
1
10
805
5
2021-06-28 15:21:39.155231
Poor
No
Rarely
House
137
5,762
43
Female
71,079
Divorced
4
High School
Employed
10.054849
Rural
Basic
0
19
504
6
2020-03-20 15:21:39.285112
Good
Yes
Monthly
House
383
5,763
46
Female
12,396
Divorced
3
PhD
null
18.109318
Urban
Basic
1
15
527
4
2023-03-24 15:21:39.126661
Poor
Yes
Monthly
Condo
75
5,764
42
Female
30,703
Married
4
High School
Unemployed
48.993025
Suburban
Premium
null
7
434
7
2020-01-25 15:21:39.098696
Good
Yes
Rarely
Apartment
3,077
5,765
38
Male
1,279
Divorced
null
High School
Employed
21.276689
Urban
Premium
1
12
572
2
2020-07-03 15:21:39.276901
Poor
No
Weekly
Condo
2,077
5,766
25
Male
13,748
Divorced
2
High School
Unemployed
39.936267
Suburban
Comprehensive
1
10
584
9
2020-01-10 15:21:39.283783
Average
No
Daily
House
656
5,767
50
Female
31,221
Divorced
0
High School
null
30.835659
Rural
Premium
1
19
614
4
2020-07-07 15:21:39.134960
Poor
Yes
Weekly
House
1,714
5,768
64
Male
6,523
Married
0
Master's
Unemployed
16.567983
Rural
Comprehensive
0
10
727
7
2022-01-25 15:21:39.176717
Good
Yes
Weekly
House
841
5,769
21
Male
1,012
Single
4
Master's
Unemployed
16.73701
Rural
Premium
0
10
462
1
2022-02-21 15:21:39.093681
null
Yes
Daily
House
1,010
5,770
48
Female
null
Married
3
High School
Employed
14.164473
Urban
Premium
2
9
null
2
2021-09-06 15:21:39.261856
Poor
No
Daily
House
45
5,771
39
Male
24,674
Divorced
3
High School
Employed
6.928284
Suburban
Basic
1
1
837
9
2023-04-03 15:21:39.274993
Poor
Yes
Monthly
Condo
137
5,772
19
Male
2,981
Married
2
PhD
Self-Employed
38.483784
Urban
Comprehensive
1
1
515
6
2021-08-19 15:21:39.181605
Good
Yes
Weekly
Condo
3,080
5,773
31
Female
9,097
Single
4
Master's
Employed
24.95517
Urban
Basic
null
3
837
8
2024-06-12 15:21:39.192212
Average
Yes
Rarely
House
597
5,774
48
Male
34,642
Married
1
Bachelor's
Unemployed
33.597934
Urban
Premium
0
4
799
7
2023-02-09 15:21:39.130190
Poor
Yes
Rarely
House
40
5,775
44
Male
74,941
Single
2
Master's
Unemployed
40.064357
Rural
Premium
0
4
340
3
2024-01-11 15:21:39.220389
Good
Yes
Weekly
Condo
382
5,776
52
Male
76,902
Divorced
1
Master's
null
30.966114
Suburban
Comprehensive
0
3
826
4
2021-01-31 15:21:39.155231
Good
Yes
Monthly
Apartment
123
5,777
61
Female
40,195
Single
3
PhD
null
27.988341
Suburban
Basic
null
6
602
6
2022-08-20 15:21:39.168099
Good
Yes
Monthly
House
255
5,778
41
Female
35,427
Married
0
High School
Unemployed
50.792451
Urban
Comprehensive
null
8
554
5
2022-04-15 15:21:39.188220
Good
No
Weekly
Apartment
1,141
5,779
50
Male
15,279
Married
1
High School
Unemployed
15.087525
Suburban
Basic
null
12
718
9
2020-06-08 15:21:39.133866
Poor
No
Weekly
Apartment
1,297
5,780
32
Male
41,880
Single
2
High School
Unemployed
23.967191
Rural
Premium
null
1
null
4
2022-03-21 15:21:39.281787
Average
No
Rarely
House
583
5,781
61
Male
2,858
Single
3
Bachelor's
null
8.288612
Suburban
Comprehensive
3
18
468
4
2021-09-29 15:21:39.134960
Poor
No
Rarely
Condo
516
5,782
39
Male
28,750
Married
2
Master's
Self-Employed
36.701519
Urban
Premium
0
3
496
3
2022-04-22 15:21:39.205850
Good
Yes
Daily
Apartment
1,340
5,783
62
Male
6,862
Single
2
Master's
Employed
22.381425
Suburban
Comprehensive
null
7
554
2
2021-08-23 15:21:39.223901
Average
Yes
Daily
House
1,466
5,784
40
Male
null
Single
2
Master's
Unemployed
null
Urban
Basic
1
2
704
9
2024-01-11 15:21:39.202448
Good
No
Daily
House
39
5,785
64
Male
14,897
Divorced
2
Master's
Self-Employed
14.652819
Rural
Comprehensive
null
17
null
9
2019-08-21 15:21:39.261856
Average
Yes
Daily
Condo
1,290
5,786
61
Male
44,441
Single
0
Bachelor's
Unemployed
19.918892
Rural
Comprehensive
null
17
831
4
2023-06-15 15:21:39.191219
Good
No
Weekly
House
1,117
5,787
23
Female
43,987
Divorced
2
PhD
Unemployed
null
Urban
Premium
null
7
765
7
2023-02-27 15:21:39.134960
Poor
No
Monthly
Apartment
647
5,788
43
Female
45,976
Single
3
Master's
Self-Employed
14.247816
Urban
Basic
0
19
692
7
2023-01-14 15:21:39.134960
Average
Yes
Daily
Apartment
992
5,789
null
Female
35,682
Married
3
PhD
Unemployed
null
Rural
Comprehensive
1
9
594
2
2020-09-15 15:21:39.172097
Good
Yes
Daily
House
758
5,790
53
Male
13,189
Single
1
High School
Unemployed
null
Rural
Basic
2
14
538
6
2021-03-11 15:21:39.133866
Average
No
Monthly
House
576
5,791
41
Female
39,467
Married
4
Bachelor's
null
null
Rural
Premium
1
1
713
9
2024-03-22 15:21:39.123711
Average
Yes
Rarely
House
784
5,792
58
Female
3,193
Married
0
High School
Employed
8.957454
Rural
Premium
2
13
765
5
2023-11-01 15:21:39.128286
Poor
Yes
Rarely
House
1,342
5,793
23
Female
626
Single
0
Bachelor's
Self-Employed
41.282349
Urban
Basic
2
5
656
6
2024-03-11 15:21:39.237118
Average
No
Weekly
Condo
2,396
5,794
37
Male
37,479
Divorced
3
Bachelor's
Self-Employed
13.080061
Urban
Comprehensive
1
13
454
2
2020-03-03 15:21:39.182597
Good
Yes
Weekly
House
37
5,795
23
Female
27,171
Married
0
Master's
Employed
37.240776
Suburban
Basic
0
5
516
7
2023-05-07 15:21:39.155231
Good
No
Rarely
Condo
1,127
5,796
36
Female
7,890
Divorced
3
PhD
null
26.853609
Suburban
Comprehensive
0
15
776
5
2024-04-30 15:21:39.237118
Average
No
Daily
Condo
1,191
5,797
20
Male
40,454
Single
0
PhD
Unemployed
19.67591
Rural
Premium
0
11
null
1
2021-07-22 15:21:39.091080
Good
No
Daily
House
977
5,798
50
Male
43,841
Single
0
Bachelor's
Self-Employed
null
Urban
Basic
0
11
748
5
2023-04-26 15:21:39.259788
Poor
Yes
Daily
Apartment
589
5,799
53
Female
28,883
Single
2
PhD
Employed
11.519787
Suburban
Comprehensive
1
2
576
4
2023-11-23 15:21:39.182597
Good
No
Rarely
House
976