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
25,600
51
Male
711
Single
0
Bachelor's
Employed
51.503797
Rural
Basic
0
7
null
6
2022-06-11 15:21:39.167099
Average
Yes
Monthly
Apartment
333
25,601
50
Female
78,403
Single
0
Bachelor's
null
6.012608
Urban
Premium
0
2
null
7
2023-10-08 15:21:39.237118
Average
Yes
Weekly
Apartment
162
25,602
56
Male
7,780
Divorced
3
Bachelor's
null
8.24135
Rural
Premium
1
12
551
8
2024-06-16 15:21:39.154008
Poor
Yes
Weekly
Condo
1,651
25,603
32
Female
71,686
Single
2
PhD
null
15.534759
Urban
Comprehensive
0
18
369
2
2023-08-23 15:21:39.166062
Average
No
Daily
House
349
25,604
34
Female
21,294
Married
1
Bachelor's
Self-Employed
6.82428
Urban
Premium
1
10
null
6
2022-05-15 15:21:39.134960
Average
Yes
Monthly
Apartment
635
25,605
64
Female
26,961
Divorced
0
High School
Unemployed
null
Urban
Basic
2
3
712
6
2020-11-02 15:21:39.155231
Average
Yes
Rarely
Condo
2,040
25,606
64
Male
6,611
Married
0
Bachelor's
Unemployed
48.835808
Suburban
Basic
1
15
713
6
2022-05-18 15:21:39.237118
Poor
Yes
Monthly
Condo
678
25,607
45
Female
381
Divorced
4
Bachelor's
null
37.121256
Suburban
Premium
0
11
745
2
2021-07-05 15:21:39.143476
Average
Yes
Monthly
House
1,020
25,608
64
Male
1,426
Married
1
High School
Employed
36.002629
Suburban
Premium
3
8
410
2
2021-03-09 15:21:39.231531
Poor
Yes
Monthly
House
366
25,609
35
Male
13,995
Divorced
1
PhD
Self-Employed
20.907309
Suburban
Premium
0
0
565
9
2021-04-03 15:21:39.269494
Average
Yes
Weekly
Condo
538
25,610
44
Female
36,006
Divorced
0
High School
Employed
32.717038
Rural
Premium
null
12
573
9
2022-01-06 15:21:39.116179
Good
Yes
Rarely
Apartment
29
25,611
60
Male
11,513
Single
1
Master's
Self-Employed
20.237079
Suburban
Comprehensive
0
9
431
8
2022-01-10 15:21:39.184157
Poor
No
Rarely
House
1,312
25,612
null
Male
17,644
Married
null
High School
null
8.912608
Urban
Basic
1
17
427
3
2023-08-16 15:21:39.081504
Poor
No
Monthly
Condo
746
25,613
54
Male
61,168
Single
3
PhD
null
null
Urban
Premium
0
0
454
3
2019-10-23 15:21:39.131192
Poor
Yes
Weekly
House
1,746
25,614
35
Male
12,071
Single
4
High School
Employed
null
Urban
Premium
null
13
736
8
2022-11-08 15:21:39.207847
Average
Yes
Daily
House
907
25,615
55
Female
3,910
Married
2
High School
Self-Employed
42.697525
Urban
Basic
null
5
null
4
2022-10-15 15:21:39.134960
null
Yes
Daily
Condo
912
25,616
56
Male
20,062
Divorced
0
High School
Employed
49.988213
Suburban
Premium
null
0
621
6
2019-12-09 15:21:39.212862
Poor
Yes
Monthly
House
1,053
25,617
29
Female
4,053
Divorced
null
High School
Employed
null
Suburban
Comprehensive
0
8
388
5
2020-03-10 15:21:39.170099
Good
Yes
Weekly
Condo
513
25,618
26
Female
81,839
Divorced
3
High School
Unemployed
14.748537
Urban
Comprehensive
null
19
null
2
2020-01-14 15:21:39.134960
Average
Yes
Monthly
House
197
25,619
24
Female
32,524
Single
0
Master's
Self-Employed
14.72317
Suburban
Premium
0
13
728
3
2022-10-09 15:21:39.288099
Good
No
Weekly
House
325
25,620
42
Female
3,090
Married
null
PhD
null
31.093213
Urban
Premium
null
11
703
6
2023-12-06 15:21:39.202448
null
No
Monthly
Apartment
619
25,621
31
Male
133,251
Single
4
Master's
null
4.082406
Rural
Basic
0
10
802
6
2021-07-22 15:21:39.132191
Average
Yes
Daily
Apartment
84
25,622
43
Female
76,263
Married
4
High School
null
41.011766
Urban
Premium
1
6
677
1
2022-02-28 15:21:39.283783
Average
No
Weekly
House
105
25,623
37
Male
85,867
Divorced
4
High School
Employed
37.846227
Urban
Comprehensive
null
8
397
4
2024-06-23 15:21:39.261856
Good
No
Daily
Apartment
1,128
25,624
57
Male
115
Married
1
Master's
Employed
24.812087
Rural
Premium
1
3
727
6
2019-10-21 15:21:39.155231
Poor
No
Daily
Condo
1,628
25,625
30
Male
14,982
Married
0
PhD
null
13.652423
Suburban
Comprehensive
null
9
711
2
2023-02-05 15:21:39.084065
Good
Yes
Monthly
Apartment
719
25,626
43
Female
23,891
Divorced
2
PhD
Unemployed
48.395749
Urban
Basic
2
5
614
6
2022-05-04 15:21:39.219432
Good
No
Rarely
Apartment
662
25,627
22
Male
17,001
Divorced
2
Bachelor's
Unemployed
null
Rural
Premium
4
11
null
1
2022-03-29 15:21:39.126661
Good
No
Daily
Apartment
729
25,628
18
Male
67,741
Divorced
2
Bachelor's
Employed
20.176038
Suburban
Basic
null
10
681
7
2022-01-17 15:21:39.155231
Average
No
Weekly
House
35
25,629
52
Male
6,926
null
null
High School
null
20.443951
Rural
Basic
1
8
749
8
2024-03-16 15:21:39.197445
Average
No
Daily
Apartment
677
25,630
null
Male
38,229
Single
3
High School
Employed
41.769779
Rural
Basic
1
13
752
7
2021-10-01 15:21:39.155231
Poor
Yes
Daily
House
928
25,631
25
Male
39,766
Married
3
High School
Unemployed
14.590954
Rural
Basic
0
1
651
1
2021-02-04 15:21:39.237118
Poor
No
Weekly
House
518
25,632
37
Female
45,674
Divorced
3
Master's
Self-Employed
40.353581
Urban
Basic
1
7
520
2
2023-01-06 15:21:39.265513
Poor
Yes
Weekly
Apartment
975
25,633
36
Female
2,412
Divorced
1
Bachelor's
Unemployed
14.174087
Rural
Premium
null
16
336
8
2023-06-12 15:21:39.248098
Poor
Yes
Weekly
Condo
308
25,634
52
Female
34,390
Married
1
High School
Unemployed
34.781289
Rural
Premium
1
2
734
4
2022-05-07 15:21:39.134960
Average
Yes
Weekly
Condo
1,032
25,635
46
Male
71,291
Divorced
4
Bachelor's
Employed
39.939208
Urban
Basic
null
18
602
8
2024-01-02 15:21:39.168099
Good
Yes
Daily
Condo
76
25,636
19
Male
44,616
Married
4
Master's
Unemployed
25.913291
Urban
Basic
0
2
608
1
2023-09-08 15:21:39.251142
Good
No
Monthly
Condo
521
25,637
29
Female
9,094
Single
2
Master's
Self-Employed
33.824095
Suburban
Premium
null
14
791
2
2023-01-31 15:21:39.134960
Poor
No
Weekly
Apartment
889
25,638
59
Female
25,211
Single
2
High School
Employed
13.837787
Rural
Premium
null
8
338
6
2021-01-31 15:21:39.134960
Poor
No
Monthly
Condo
1,758
25,639
39
Female
16,548
Single
0
PhD
null
37.451166
Suburban
Basic
1
5
752
4
2024-04-20 15:21:39.186212
null
Yes
Daily
House
1,772
25,640
55
Female
10,066
Single
0
High School
null
11.126785
Rural
Basic
1
11
null
3
2023-03-16 15:21:39.182597
null
Yes
Daily
Apartment
1,547
25,641
44
Male
16,861
Divorced
4
Master's
Unemployed
43.27689
Urban
Basic
2
10
514
7
2022-12-27 15:21:39.191219
Good
Yes
Daily
Condo
1,453
25,642
37
Female
20,863
Married
4
PhD
null
35.581189
Rural
Premium
1
2
738
1
2024-04-23 15:21:39.096739
Average
Yes
Monthly
Condo
29
25,643
32
Male
39,077
Married
1
PhD
Employed
15.843228
Suburban
Premium
null
5
516
7
2022-07-24 15:21:39.149731
Good
No
Daily
Condo
255
25,644
63
Male
24,897
Single
4
High School
null
22.814209
Rural
Basic
null
7
null
8
2023-06-06 15:21:39.264504
Poor
No
Rarely
Apartment
244
25,645
51
Male
52,744
Divorced
3
PhD
Employed
11.696506
Rural
Basic
null
4
null
4
2020-10-29 15:21:39.278402
Poor
No
Monthly
Condo
240
25,646
51
Female
54,845
Married
3
Bachelor's
Employed
51.96619
Urban
Comprehensive
1
12
341
8
2021-08-25 15:21:39.145732
Poor
Yes
Rarely
House
1,375
25,647
20
Female
1,259
Divorced
2
Bachelor's
Unemployed
null
Urban
Comprehensive
0
18
683
9
2021-09-02 15:21:39.279729
Good
No
Weekly
House
834
25,648
58
Male
104,726
Married
0
Bachelor's
Self-Employed
34.449575
Rural
Comprehensive
null
17
391
7
2021-03-24 15:21:39.272456
null
Yes
Daily
House
927
25,649
30
Female
5,966
Single
2
High School
null
28.459515
Urban
Basic
1
2
509
2
2022-03-04 15:21:39.209847
Poor
No
Weekly
Apartment
586
25,650
53
Male
10,892
Single
1
High School
Unemployed
33.827678
Rural
Basic
null
18
654
9
2022-12-04 15:21:39.220389
Poor
No
Weekly
Condo
639
25,651
53
Male
39
Divorced
3
Master's
Self-Employed
null
Rural
Comprehensive
null
17
810
9
2022-02-16 15:21:39.134960
Average
Yes
Daily
House
1,452
25,652
45
Male
38,782
Married
0
PhD
Unemployed
17.929069
Urban
Premium
2
13
561
9
2024-02-22 15:21:39.155231
Average
No
Daily
House
799
25,653
30
Male
16,076
Married
4
Master's
Self-Employed
36.538967
Suburban
Comprehensive
1
0
782
9
2024-06-27 15:21:39.197445
Average
No
Monthly
Apartment
417
25,654
49
Male
94,079
Married
1
Master's
Self-Employed
13.982935
Rural
Premium
1
9
446
4
2023-10-06 15:21:39.261856
Average
No
Daily
Apartment
961
25,655
42
Male
null
Divorced
0
High School
null
38.279544
Urban
Comprehensive
1
18
410
4
2021-11-10 15:21:39.194829
Poor
Yes
Weekly
Apartment
1,068
25,656
38
Male
1,510
Married
2
Bachelor's
null
3.642355
Suburban
Premium
0
4
312
7
2023-07-08 15:21:39.192212
Poor
Yes
Monthly
Condo
1,062
25,657
57
Female
27,876
Divorced
0
Bachelor's
Self-Employed
19.597757
Urban
Premium
1
12
484
5
2022-05-20 15:21:39.202448
Poor
No
Rarely
Condo
1,269
25,658
48
Male
34,144
Single
3
Bachelor's
Unemployed
22.603388
Rural
Basic
null
3
572
6
2023-10-05 15:21:39.155231
Average
Yes
Daily
Apartment
772
25,659
46
Male
58,305
Married
1
Bachelor's
Unemployed
38.970416
Rural
Premium
1
9
393
5
2021-03-26 15:21:39.102694
null
No
Monthly
Apartment
1,537
25,660
41
Female
49,007
Single
2
Master's
Unemployed
47.834705
Rural
Basic
2
9
null
2
2024-08-12 15:21:39.126661
Good
No
Weekly
Condo
2,222
25,661
18
Male
44,619
Married
0
Master's
null
32.412576
Rural
Basic
1
6
653
1
2019-10-21 15:21:39.279729
Good
No
Monthly
House
755
25,662
20
Female
null
Married
1
High School
Unemployed
22.302046
Suburban
Basic
0
5
525
5
2022-02-19 15:21:39.134960
Poor
Yes
Daily
House
107
25,663
43
Male
28,509
Married
3
PhD
Employed
4.289327
Rural
Comprehensive
2
11
392
2
2021-07-24 15:21:39.285112
null
No
Monthly
Apartment
749
25,664
38
Female
63,921
Divorced
2
Bachelor's
Employed
24.502377
Urban
Premium
2
0
661
5
2019-10-07 15:21:39.155231
null
Yes
Weekly
Condo
509
25,665
44
Male
85,967
Single
3
Bachelor's
Employed
50.814418
Urban
Premium
1
5
825
4
2024-07-06 15:21:39.102694
Good
No
Monthly
House
150
25,666
47
Female
44,241
Divorced
2
Master's
Self-Employed
16.083716
Suburban
Premium
3
0
748
7
2021-04-23 15:21:39.134960
Good
No
Daily
Apartment
954
25,667
50
Male
135,185
Single
3
PhD
Unemployed
50.876064
Suburban
Comprehensive
0
6
452
5
2022-03-09 15:21:39.091080
Poor
No
Weekly
Condo
524
25,668
39
Male
928
Married
0
High School
null
13.637943
Urban
Basic
null
0
685
2
2023-10-18 15:21:39.166062
null
Yes
Rarely
Apartment
1,519
25,669
50
Male
22,132
Divorced
3
Bachelor's
null
44.9486
Suburban
Basic
null
10
842
3
2021-02-11 15:21:39.155231
Average
Yes
Weekly
House
612
25,670
43
Male
745
Married
1
High School
null
45.560812
Rural
Basic
2
13
436
7
2021-08-18 15:21:39.199447
Good
Yes
Monthly
House
890
25,671
35
Male
124,432
Divorced
1
High School
null
24.849262
Rural
Basic
null
16
306
9
2023-03-15 15:21:39.134960
Poor
No
Monthly
Condo
1,414
25,672
44
Female
5,095
Divorced
4
Master's
Unemployed
18.553396
Rural
Basic
1
3
748
3
2021-08-18 15:21:39.202448
Good
No
Weekly
Condo
1,595
25,673
51
Female
23,891
Married
0
Master's
Self-Employed
38.82465
Rural
Premium
0
9
null
4
2022-10-31 15:21:39.134960
Average
No
Weekly
Condo
830
25,674
18
Male
75,909
Single
0
Bachelor's
Unemployed
33.011809
Urban
Basic
0
8
441
9
2021-04-19 15:21:39.237118
Average
Yes
Daily
Apartment
2,216
25,675
26
Male
2,835
Divorced
3
Master's
null
44.068407
Urban
Basic
0
5
541
4
2019-08-19 15:21:39.144722
Good
No
Weekly
Condo
153
25,676
38
Male
null
Single
3
PhD
Employed
31.564784
Urban
Premium
2
12
634
1
2024-03-14 15:21:39.237118
Poor
Yes
Weekly
House
115
25,677
33
Female
29,483
Divorced
2
High School
Unemployed
21.187812
Rural
Premium
1
4
null
7
2020-11-04 15:21:39.134960
Good
Yes
Rarely
Apartment
944
25,678
52
Male
15,863
Divorced
1
Bachelor's
Unemployed
44.053313
Suburban
Premium
2
13
549
1
2024-07-21 15:21:39.132191
Poor
No
Monthly
Condo
651
25,679
19
Female
58,547
Married
2
Bachelor's
Unemployed
23.62437
Urban
Comprehensive
3
3
781
3
2019-12-19 15:21:39.252145
Good
Yes
Daily
Apartment
26
25,680
33
Male
11,590
Divorced
3
Bachelor's
null
12.459528
Suburban
Comprehensive
null
6
547
8
2024-04-03 15:21:39.248098
Poor
Yes
Rarely
Apartment
928
25,681
22
Female
1,438
Single
4
Bachelor's
null
20.957872
Urban
Comprehensive
null
15
null
9
2023-06-29 15:21:39.134960
Good
Yes
Monthly
Apartment
2,098
25,682
38
Female
10,862
Married
3
Bachelor's
Employed
9.824059
Suburban
Basic
1
10
null
1
2020-03-15 15:21:39.134960
Poor
No
Rarely
Apartment
715
25,683
62
Male
10,068
Single
3
Bachelor's
Unemployed
34.020137
Rural
Premium
1
8
null
9
2020-01-17 15:21:39.148733
Poor
No
Weekly
House
2,760
25,684
24
Male
4,715
Divorced
2
High School
Unemployed
34.62003
Urban
Basic
2
0
496
7
2022-06-07 15:21:39.151732
Poor
Yes
Weekly
Apartment
678
25,685
44
Male
6,903
Single
null
PhD
null
16.569129
Rural
Comprehensive
2
18
442
4
2021-11-09 15:21:39.248098
Average
Yes
Monthly
Condo
756
25,686
20
Female
38,612
Single
3
Master's
Self-Employed
21.264551
Urban
Basic
null
11
661
9
2021-03-13 15:21:39.261856
Good
Yes
Rarely
House
1,217
25,687
39
Female
66,591
Married
1
High School
Unemployed
31.089603
Urban
Comprehensive
null
10
485
2
2022-01-07 15:21:39.252145
null
No
Daily
House
1,062
25,688
30
Male
4,749
Divorced
4
High School
null
6.173329
Urban
Basic
null
18
516
4
2023-08-03 15:21:39.184157
null
No
Rarely
House
1,196
25,689
49
Male
47,652
Single
1
Master's
null
40.906357
Suburban
Basic
1
14
656
4
2022-07-08 15:21:39.149731
Good
Yes
Monthly
House
119
25,690
62
Male
8,775
Married
3
Bachelor's
Employed
8.992413
Urban
Comprehensive
1
19
848
2
2022-08-28 15:21:39.230483
Average
No
Weekly
Condo
1,476
25,691
64
Male
8,615
Divorced
4
PhD
Employed
13.232384
Urban
Premium
0
16
549
5
2020-05-05 15:21:39.086123
Good
Yes
Weekly
Condo
561
25,692
47
Male
4,439
Divorced
0
Bachelor's
null
20.881665
Suburban
Comprehensive
null
16
839
7
2022-02-16 15:21:39.237118
null
No
Monthly
Apartment
3,109
25,693
39
Male
29,962
Single
4
PhD
Employed
39.739655
Urban
Premium
1
18
370
6
2021-10-08 15:21:39.155231
Poor
Yes
Daily
Condo
1,445
25,694
39
Male
24,997
Divorced
3
Master's
Self-Employed
43.813104
Urban
Comprehensive
null
13
630
4
2022-10-09 15:21:39.231531
Good
Yes
Weekly
Apartment
485
25,695
64
Female
13,102
Divorced
1
PhD
null
7.846256
Suburban
Basic
null
3
484
6
2023-02-21 15:21:39.155231
Good
Yes
Weekly
Apartment
651
25,696
58
Male
null
Single
3
Bachelor's
Unemployed
26.847762
Suburban
Basic
null
18
431
9
2023-10-05 15:21:39.098696
Good
Yes
Rarely
Condo
597
25,697
22
Male
34,621
Divorced
1
High School
null
51.859633
Suburban
Premium
null
15
536
1
2023-12-09 15:21:39.098696
null
Yes
Weekly
Condo
587
25,698
25
Female
34,524
Divorced
3
High School
null
38.235009
Urban
Premium
2
17
599
1
2022-08-04 15:21:39.177724
Good
No
Rarely
House
688
25,699
64
Female
53,414
Single
4
Master's
null
28.88093
Suburban
Basic
1
17
564
9
2020-10-03 15:21:39.134960
Good
Yes
Monthly
Condo
49