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
53,700
29
Male
35,706
Divorced
1
High School
Employed
23.564409
Urban
Basic
2
3
571
7
2019-12-04 15:21:39.263607
Good
No
Weekly
House
586
53,701
49
Female
26,889
Single
0
Master's
null
39.030714
Suburban
Comprehensive
0
16
null
4
2023-07-20 15:21:39.092127
Average
No
Daily
Apartment
1,434
53,702
59
Male
12,086
Married
3
High School
Employed
23.817579
Urban
Basic
null
8
658
3
2021-06-10 15:21:39.146733
Poor
Yes
Daily
Condo
635
53,703
25
Male
56,934
Married
1
High School
Unemployed
11.651076
Urban
Comprehensive
0
7
573
5
2023-11-14 15:21:39.134960
null
No
Rarely
House
78
53,704
21
Male
74,306
Married
2
Bachelor's
Self-Employed
11.022927
Rural
Comprehensive
3
8
354
9
2024-06-29 15:21:39.216387
Average
No
Monthly
Condo
1,269
53,705
31
Female
25,889
Married
2
High School
Unemployed
30.664927
Rural
Comprehensive
null
9
null
5
2020-12-04 15:21:39.272456
Good
Yes
Monthly
House
1,251
53,706
61
Female
56,506
Married
null
Master's
null
47.071517
Urban
Comprehensive
2
10
837
6
2021-11-01 15:21:39.259788
Good
Yes
Rarely
Apartment
3,391
53,707
21
Female
5,573
Married
0
PhD
Employed
18.353777
Urban
Basic
0
10
435
2
2022-08-16 15:21:39.134960
Average
No
Daily
Apartment
369
53,708
24
Female
8,062
Married
1
Bachelor's
Self-Employed
8.682745
Urban
Basic
null
18
579
2
2024-05-04 15:21:39.126661
Good
No
Rarely
Condo
2,141
53,709
51
Female
45,904
Divorced
2
PhD
Self-Employed
24.937696
Suburban
Premium
2
9
704
7
2022-12-02 15:21:39.123711
Average
No
Monthly
Condo
562
53,710
39
Male
71,574
Married
4
Bachelor's
Unemployed
23.693636
Rural
Basic
null
13
361
9
2021-09-28 15:21:39.149731
Average
Yes
Monthly
Condo
1,179
53,711
58
Male
3,067
Married
0
High School
null
34.037787
Rural
Comprehensive
1
11
513
1
2023-05-17 15:21:39.148733
Average
No
Monthly
House
76
53,712
47
Male
16,894
Married
null
Master's
Self-Employed
4.766793
Rural
Comprehensive
4
12
551
9
2020-07-27 15:21:39.147735
Good
Yes
Rarely
Condo
1,479
53,713
41
Female
48,711
Divorced
1
PhD
null
15.3547
Urban
Premium
null
0
304
1
2021-09-16 15:21:39.237118
Average
Yes
Monthly
House
716
53,714
57
Female
18,093
Married
0
Bachelor's
Employed
11.095274
Rural
Comprehensive
0
15
804
4
2019-10-03 15:21:39.087123
Average
No
Daily
House
3,294
53,715
18
Male
15,886
Married
null
PhD
Unemployed
35.590944
Rural
Premium
0
7
781
5
2021-08-25 15:21:39.224915
Poor
Yes
Weekly
House
713
53,716
35
Female
37,951
Single
4
Master's
Self-Employed
39.966922
Suburban
Premium
1
5
null
9
2022-07-09 15:21:39.237118
Good
Yes
Weekly
Apartment
1,763
53,717
57
Female
764
Divorced
3
PhD
Self-Employed
23.612325
Urban
Basic
null
0
402
1
2021-01-02 15:21:39.285112
Good
No
Rarely
Apartment
2,289
53,718
49
Male
30,224
Divorced
2
PhD
null
20.880019
Suburban
Premium
1
17
785
8
2023-02-27 15:21:39.244069
Poor
Yes
Rarely
House
45
53,719
37
Female
106,339
Single
0
High School
Self-Employed
25.086947
Rural
Comprehensive
null
5
422
9
2024-02-06 15:21:39.261856
Good
Yes
Monthly
Condo
181
53,720
36
Female
7,736
Divorced
0
Master's
null
12.843019
Suburban
Basic
null
0
707
4
2022-04-12 15:21:39.184157
Poor
Yes
Weekly
Apartment
306
53,721
58
Female
7,881
Divorced
1
High School
null
19.26782
Suburban
Premium
null
18
672
2
2020-09-19 15:21:39.206847
Poor
No
Monthly
Apartment
2,396
53,722
42
Male
null
Single
1
Bachelor's
Self-Employed
4.453728
Suburban
Basic
2
9
771
1
2024-05-06 15:21:39.226954
Good
No
Weekly
House
350
53,723
58
Male
40,894
Divorced
0
PhD
null
27.757919
Suburban
Basic
0
17
624
3
2020-01-04 15:21:39.086123
Average
No
Rarely
Condo
761
53,724
44
Female
75,588
Single
3
Bachelor's
Unemployed
51.994688
Urban
Premium
null
8
571
1
2022-12-27 15:21:39.264504
Good
Yes
Monthly
Apartment
30
53,725
45
Female
28,019
Divorced
0
Bachelor's
Employed
27.567177
Rural
Comprehensive
1
18
null
5
2021-10-08 15:21:39.280784
Good
No
Weekly
Apartment
1,568
53,726
61
Male
811
Divorced
2
Master's
Employed
5.849364
Rural
Basic
null
11
472
5
2020-12-22 15:21:39.180553
Good
Yes
Monthly
Condo
845
53,727
52
Male
16,281
Single
4
Bachelor's
null
12.996512
Rural
Premium
1
14
774
7
2022-05-09 15:21:39.182597
Poor
Yes
Rarely
Apartment
887
53,728
20
Female
10,178
Single
0
High School
Employed
18.057778
Suburban
Comprehensive
null
12
788
1
2020-10-17 15:21:39.170099
Average
Yes
Weekly
Apartment
566
53,729
37
Female
6,460
Married
1
PhD
null
30.966366
Urban
Basic
0
9
814
2
2020-11-18 15:21:39.245086
Good
Yes
Rarely
House
25
53,730
62
Male
96,415
Divorced
4
High School
Unemployed
13.656436
Suburban
Comprehensive
null
0
null
5
2019-09-06 15:21:39.143708
Average
No
Rarely
Condo
3,030
53,731
57
Male
578
Married
0
Master's
null
17.252742
Urban
Basic
3
2
695
3
2024-07-12 15:21:39.176717
Good
Yes
Rarely
Apartment
556
53,732
56
Female
727
Divorced
1
High School
Self-Employed
30.521196
Rural
Basic
0
5
584
9
2021-10-30 15:21:39.254678
Poor
Yes
Rarely
Apartment
20
53,733
54
Female
17,092
Married
4
Master's
Self-Employed
7.849186
Rural
Comprehensive
1
19
571
2
2023-06-02 15:21:39.256696
Average
No
Daily
House
886
53,734
33
Female
35,475
Single
null
PhD
Self-Employed
41.598928
Rural
Basic
1
6
null
5
2023-07-31 15:21:39.134960
Good
No
Rarely
Condo
890
53,735
39
Female
3,171
Single
null
PhD
null
32.564941
Suburban
Basic
0
1
707
9
2020-01-14 15:21:39.186212
Average
Yes
Daily
Condo
2,596
53,736
62
Female
140,749
Single
2
PhD
Self-Employed
49.306508
Urban
Basic
0
5
479
3
2023-09-19 15:21:39.246098
Poor
Yes
Daily
Condo
2,158
53,737
49
Female
3,645
Married
4
Bachelor's
null
28.567803
Urban
Premium
3
12
719
7
2020-09-12 15:21:39.228521
Average
Yes
Daily
Apartment
3,429
53,738
47
Female
3,419
Married
1
Bachelor's
Unemployed
17.811372
Rural
Basic
0
17
318
5
2022-11-29 15:21:39.202448
Good
Yes
Daily
Condo
2,108
53,739
28
Male
2,796
Divorced
2
Master's
Employed
49.749471
Suburban
Basic
2
6
718
4
2020-05-06 15:21:39.166062
Good
Yes
Monthly
Condo
1,029
53,740
20
Male
7,976
Divorced
null
Bachelor's
Unemployed
22.583233
Rural
Comprehensive
0
3
522
9
2020-10-04 15:21:39.266452
Poor
No
Daily
House
40
53,741
50
Male
54,771
Married
1
PhD
Self-Employed
27.759868
Urban
Comprehensive
2
18
313
3
2024-03-18 15:21:39.116179
null
Yes
Weekly
Apartment
1,224
53,742
25
Male
9,894
Divorced
2
Master's
Self-Employed
11.407772
Rural
Basic
1
3
715
9
2023-07-27 15:21:39.206847
Average
No
Monthly
House
20
53,743
20
Female
712
Divorced
2
PhD
Unemployed
51.379912
Rural
Comprehensive
0
7
null
2
2020-07-04 15:21:39.183598
Good
Yes
Daily
Apartment
1,007
53,744
21
Female
26,894
Divorced
3
PhD
Self-Employed
8.124895
Rural
Premium
null
12
707
5
2020-04-12 15:21:39.134960
Good
No
Monthly
House
1,379
53,745
18
Male
2,906
Divorced
4
Bachelor's
Unemployed
23.691664
Rural
Basic
0
2
848
8
2024-07-28 15:21:39.155231
null
No
Daily
House
2,452
53,746
35
Female
59,748
Single
1
High School
Unemployed
null
Urban
Premium
4
8
672
5
2020-02-02 15:21:39.147735
Good
No
Daily
House
2,222
53,747
63
Male
78,605
Married
0
Master's
Unemployed
51.451883
Suburban
Basic
1
12
707
1
2020-10-26 15:21:39.126661
Good
No
Monthly
Apartment
946
53,748
51
Male
15,862
Single
3
Bachelor's
Employed
22.811363
Rural
Comprehensive
0
11
793
8
2024-05-20 15:21:39.273454
Good
No
Monthly
House
523
53,749
58
Male
18,335
Divorced
4
PhD
Self-Employed
31.270869
Urban
Basic
2
12
674
6
2021-03-22 15:21:39.212862
Good
Yes
Monthly
Apartment
1,257
53,750
61
Male
3,998
Married
4
Bachelor's
Self-Employed
49.098268
Rural
Comprehensive
null
8
469
8
2020-02-03 15:21:39.155231
Average
Yes
Rarely
House
687
53,751
23
Male
15,258
Married
null
High School
null
5.3544
Suburban
Basic
0
17
824
9
2019-11-23 15:21:39.198406
Average
No
Monthly
House
722
53,752
42
Female
20,490
Married
1
Bachelor's
Unemployed
21.924902
Suburban
Basic
null
4
785
9
2023-03-02 15:21:39.255696
Poor
No
Rarely
House
38
53,753
58
Female
25,602
Single
2
Master's
Employed
11.676527
Rural
Comprehensive
1
15
498
4
2024-07-18 15:21:39.134960
Average
Yes
Weekly
Apartment
1,537
53,754
40
Male
45,125
Married
4
High School
null
null
Suburban
Comprehensive
1
7
null
4
2023-07-23 15:21:39.154008
Good
Yes
Weekly
Apartment
1,826
53,755
25
Male
18,794
Married
4
Bachelor's
Employed
11.06859
Urban
Premium
1
0
null
7
2022-12-12 15:21:39.134960
Poor
Yes
Daily
House
24
53,756
32
Male
93,361
Single
0
Bachelor's
Employed
29.984532
Rural
Basic
2
10
645
8
2022-09-01 15:21:39.290098
Good
No
Monthly
House
156
53,757
39
Female
1,139
Divorced
4
Master's
Unemployed
52.836848
Rural
Comprehensive
0
3
477
4
2024-05-07 15:21:39.105504
Good
Yes
Rarely
House
515
53,758
20
Male
7,463
Divorced
0
PhD
Employed
9.954379
Urban
Comprehensive
null
4
846
8
2020-04-27 15:21:39.100695
Good
No
Weekly
Apartment
25
53,759
23
Female
2,428
Divorced
1
Master's
Employed
8.849292
Urban
Premium
null
12
548
6
2019-11-25 15:21:39.171102
Poor
No
Monthly
House
962
53,760
37
Male
120,976
Divorced
4
High School
Self-Employed
36.32273
Urban
Premium
3
12
null
9
2021-10-17 15:21:39.252145
Poor
Yes
Rarely
House
2,092
53,761
36
Male
74,482
Married
4
Master's
Unemployed
7.071173
Urban
Comprehensive
0
7
332
4
2020-10-09 15:21:39.166062
Good
No
Rarely
House
1,580
53,762
39
Male
5,716
Divorced
0
Bachelor's
Self-Employed
30.574224
Suburban
Comprehensive
1
16
534
8
2022-05-28 15:21:39.155231
Average
No
Weekly
House
1,514
53,763
60
Male
34,199
Single
3
PhD
Self-Employed
18.9653
Rural
Comprehensive
1
11
739
9
2020-06-09 15:21:39.123711
Good
Yes
Weekly
House
261
53,764
47
Female
36,546
Married
0
High School
Employed
35.169943
Urban
Comprehensive
0
8
731
5
2021-08-31 15:21:39.134960
Good
No
Rarely
Condo
388
53,765
63
Female
24,682
Divorced
0
High School
Unemployed
14.097362
Urban
Premium
null
17
552
9
2019-11-29 15:21:39.194829
Average
Yes
Weekly
Condo
489
53,766
43
Male
1,266
Single
3
PhD
Unemployed
18.951898
Rural
Premium
2
2
438
4
2021-09-29 15:21:39.261856
Good
No
Rarely
House
495
53,767
43
Male
17,043
Married
4
Master's
Self-Employed
22.12114
Rural
Premium
null
2
617
5
2023-10-24 15:21:39.102694
Average
Yes
Rarely
Condo
1,620
53,768
64
Female
38,217
Married
1
Bachelor's
Employed
19.964409
Rural
Basic
1
5
711
4
2020-09-10 15:21:39.134960
Poor
Yes
Rarely
Condo
919
53,769
35
Female
11,064
Single
4
High School
Employed
10.944449
Rural
Premium
0
15
null
9
2022-05-09 15:21:39.121169
Good
Yes
Monthly
Condo
524
53,770
19
Male
40,318
Single
3
Bachelor's
Self-Employed
null
Urban
Premium
null
4
765
1
2024-07-27 15:21:39.184157
Average
Yes
Daily
House
834
53,771
22
Male
43,887
Single
0
PhD
Employed
null
Suburban
Premium
1
19
835
9
2023-12-09 15:21:39.245086
Average
No
Rarely
Apartment
2,370
53,772
59
Female
12,983
Single
2
Master's
Unemployed
30.473798
Urban
Basic
null
1
773
4
2020-01-16 15:21:39.144722
Good
No
Rarely
Condo
710
53,773
54
Female
10,025
Divorced
4
High School
Self-Employed
15.908636
Rural
Premium
2
16
null
9
2021-09-08 15:21:39.175719
Poor
Yes
Monthly
Apartment
1,077
53,774
62
Female
26,673
Married
4
Bachelor's
Unemployed
35.724015
Urban
Comprehensive
2
11
607
4
2023-12-30 15:21:39.245086
Poor
Yes
Daily
Condo
1,468
53,775
null
Female
28,783
Married
null
Bachelor's
Employed
43.927445
Suburban
Premium
1
7
403
9
2020-10-03 15:21:39.082499
Good
Yes
Rarely
Condo
639
53,776
50
Male
11,862
Married
0
High School
null
11.058449
Urban
Premium
0
14
632
4
2022-12-26 15:21:39.219432
Good
No
Rarely
House
2,372
53,777
53
Male
7,062
Married
0
High School
Unemployed
34.45807
Urban
Basic
null
6
835
6
2021-06-14 15:21:39.286113
Average
No
Weekly
Condo
553
53,778
20
Male
6,904
Married
3
Master's
Unemployed
39.918236
Suburban
Comprehensive
0
8
767
4
2021-08-01 15:21:39.251142
Average
No
Daily
Apartment
1,616
53,779
24
Female
101,695
Single
4
PhD
Self-Employed
23.737922
Rural
Basic
0
7
439
8
2020-01-16 15:21:39.155231
Poor
Yes
Monthly
House
20
53,780
22
Male
14,053
Divorced
0
PhD
Self-Employed
12.676713
Suburban
Comprehensive
null
7
765
1
2020-12-31 15:21:39.098696
Good
No
Rarely
Condo
1,593
53,781
62
Male
82,390
Single
1
Bachelor's
Employed
11.176747
Rural
Comprehensive
null
11
null
7
2023-06-29 15:21:39.150730
Poor
No
Monthly
Apartment
149
53,782
55
Female
17,086
Divorced
3
Master's
Unemployed
33.772886
Suburban
Comprehensive
null
9
616
1
2019-12-25 15:21:39.148733
Poor
Yes
Daily
Apartment
938
53,783
40
Female
11,410
Single
1
Bachelor's
Employed
21.623714
Suburban
Basic
null
19
348
4
2022-11-08 15:21:39.207847
Average
Yes
Daily
Apartment
1,176
53,784
47
Female
15,088
Divorced
4
High School
Self-Employed
13.581476
Rural
Comprehensive
1
6
587
4
2022-06-23 15:21:39.250151
Average
No
Rarely
Apartment
1,624
53,785
61
Male
17,069
Married
4
High School
Unemployed
24.849289
Suburban
Comprehensive
2
19
614
5
2021-12-16 15:21:39.134960
Average
Yes
Weekly
Condo
618
53,786
19
Female
19,138
Married
null
PhD
Self-Employed
7.834337
Rural
Comprehensive
1
9
838
7
2021-09-02 15:21:39.237118
Good
No
Rarely
Condo
22
53,787
49
Female
39,436
Single
1
Bachelor's
null
28.302386
Urban
Premium
2
18
744
6
2023-01-25 15:21:39.094752
null
No
Daily
Apartment
2,226
53,788
50
Female
null
Single
3
Bachelor's
null
null
Suburban
Comprehensive
null
0
441
6
2020-07-23 15:21:39.134960
Average
No
Rarely
House
1,342
53,789
31
Female
36,557
Married
0
Bachelor's
null
9.14712
Suburban
Comprehensive
1
8
833
1
2023-11-14 15:21:39.237118
Good
Yes
Monthly
Condo
2,075
53,790
26
Female
2,598
Single
4
Bachelor's
Unemployed
2.861263
Suburban
Basic
0
18
483
2
2023-02-08 15:21:39.090124
Poor
No
Monthly
Apartment
1,823
53,791
24
Male
56,465
Divorced
1
Bachelor's
Self-Employed
51.097816
Rural
Comprehensive
null
13
632
4
2021-01-10 15:21:39.134960
Good
Yes
Rarely
Apartment
2,601
53,792
24
Male
42,967
Divorced
1
Master's
null
21.311824
Urban
Premium
3
9
714
8
2020-01-16 15:21:39.229482
Poor
Yes
Weekly
Apartment
429
53,793
32
Female
11,580
Married
4
Master's
null
8.872287
Rural
Comprehensive
0
15
486
9
2020-05-12 15:21:39.116179
Poor
No
Weekly
Apartment
21
53,794
47
Male
15,866
Married
null
Bachelor's
Employed
17.759881
Rural
Comprehensive
null
8
595
2
2021-02-14 15:21:39.247098
Good
No
Weekly
Apartment
2,759
53,795
19
Male
3,088
Married
2
Master's
null
null
Rural
Premium
1
4
641
2
2022-04-16 15:21:39.106582
Good
Yes
Monthly
House
557
53,796
20
Male
9,081
Married
3
Master's
Employed
17.86519
Urban
Comprehensive
null
3
562
3
2022-08-17 15:21:39.155231
Poor
No
Daily
House
25
53,797
44
Male
938
Single
2
Master's
Unemployed
null
Suburban
Comprehensive
2
9
537
7
2021-06-14 15:21:39.181605
Good
Yes
Daily
House
554
53,798
40
Female
36,557
Divorced
2
Bachelor's
Employed
3.097799
Suburban
Premium
2
7
816
6
2020-05-02 15:21:39.134960
Poor
Yes
Monthly
Condo
1,396
53,799
57
Male
16,098
Divorced
null
Master's
null
7.058354
Suburban
Premium
1
15
null
9
2024-05-08 15:21:39.134960
Good
Yes
Rarely
House
887