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
11,600
39
Male
27,155
Single
4
PhD
Employed
40.75147
Urban
Premium
2
0
468
5
2021-11-11 15:21:39.204790
Poor
Yes
Rarely
House
28
11,601
32
Female
27,241
Single
2
Bachelor's
null
20.547493
Urban
Basic
null
16
641
4
2022-06-11 15:21:39.096739
Average
Yes
Daily
House
871
11,602
50
Female
1,134
Married
0
Bachelor's
null
28.53231
Urban
Premium
null
12
null
4
2022-11-22 15:21:39.134960
Average
No
Rarely
Condo
393
11,603
54
Female
25,893
Divorced
4
High School
null
4.55794
Suburban
Premium
1
9
801
3
2020-04-27 15:21:39.145732
Good
No
Monthly
House
1,140
11,604
54
Female
13,171
Single
4
High School
Employed
22.773884
Urban
Basic
null
0
627
1
2021-09-02 15:21:39.155231
Average
Yes
Weekly
House
1,318
11,605
29
Female
3,577
null
1
Bachelor's
Employed
13.132659
Rural
Premium
2
15
558
9
2024-07-02 15:21:39.148733
Good
Yes
Rarely
House
2,840
11,606
43
Male
3,279
Divorced
4
Master's
Employed
20.898225
Suburban
Premium
1
14
469
5
2021-04-14 15:21:39.166062
Good
No
Weekly
Condo
2,661
11,607
27
Male
14,078
Married
4
Master's
null
46.998927
Suburban
Comprehensive
null
7
597
4
2023-12-11 15:21:39.155231
Poor
Yes
Rarely
Apartment
925
11,608
63
Male
32,780
Divorced
0
Master's
null
7.102846
Urban
Premium
1
14
833
8
2021-04-24 15:21:39.124659
null
Yes
Monthly
Apartment
387
11,609
24
Female
114,495
Married
3
Master's
Employed
18.569747
Suburban
Basic
0
5
304
5
2020-07-24 15:21:39.112553
Good
Yes
Rarely
House
1,467
11,610
27
Male
20,370
Single
4
PhD
Unemployed
24.232412
Rural
Basic
null
17
711
2
2023-04-08 15:21:39.237118
Poor
No
Monthly
Condo
708
11,611
59
Male
85,760
Single
2
High School
Unemployed
null
Suburban
Basic
0
15
452
5
2021-01-17 15:21:39.134960
Good
Yes
Rarely
Apartment
23
11,612
25
Male
9,981
Single
4
Master's
null
45.939006
Urban
Basic
null
17
749
5
2020-12-04 15:21:39.237118
Good
Yes
Weekly
Condo
1,132
11,613
20
Male
39,224
Divorced
2
PhD
null
3.68177
Urban
Premium
2
15
null
3
2024-03-28 15:21:39.192212
Good
No
Weekly
Condo
652
11,614
41
Male
60,553
Single
2
PhD
Unemployed
35.25468
Rural
Comprehensive
1
13
324
3
2022-09-28 15:21:39.155231
Good
No
Monthly
House
324
11,615
53
Female
19,376
Married
3
Master's
Self-Employed
18.53424
Rural
Comprehensive
1
1
744
4
2023-02-14 15:21:39.269494
Good
No
Weekly
Apartment
2,295
11,616
54
Female
1,135
Married
3
High School
Employed
31.369881
Rural
Basic
0
4
494
1
2023-08-18 15:21:39.155231
Average
No
Daily
Condo
785
11,617
48
Male
86,196
Single
0
High School
null
17.955776
Urban
Premium
0
13
749
5
2022-01-16 15:21:39.226954
Average
No
Monthly
Condo
86
11,618
52
Female
52,361
Single
1
High School
Employed
44.391826
Rural
Comprehensive
1
12
648
7
2022-06-23 15:21:39.237118
Average
Yes
Weekly
Condo
48
11,619
34
Male
989
Divorced
null
Master's
Unemployed
14.735817
Suburban
Premium
0
15
361
3
2024-04-04 15:21:39.216387
Poor
No
Rarely
Apartment
1,721
11,620
46
Male
46,436
Married
null
Master's
Self-Employed
33.376486
Rural
Basic
2
17
433
3
2023-06-28 15:21:39.188220
Good
No
Rarely
Apartment
2,069
11,621
64
Female
17,287
Married
1
Bachelor's
null
30.836133
Rural
Premium
null
12
377
7
2024-03-15 15:21:39.155231
Average
No
Daily
House
1,102
11,622
48
Male
43,150
Married
1
Bachelor's
Employed
8.539408
Suburban
Basic
null
0
660
9
2024-01-07 15:21:39.237118
Good
No
Daily
Condo
393
11,623
60
Female
null
Married
0
PhD
Self-Employed
23.835565
Rural
Premium
1
11
482
6
2021-10-28 15:21:39.236064
null
No
Daily
Condo
38
11,624
19
Female
6,939
Single
null
PhD
Self-Employed
12.734922
Rural
Basic
3
10
508
1
2024-06-17 15:21:39.129190
Poor
No
Daily
House
1,338
11,625
23
Male
28,791
Single
1
High School
null
51.585429
Suburban
Basic
0
18
710
5
2020-09-07 15:21:39.274993
Good
No
Monthly
Condo
2,604
11,626
63
Male
15,962
Married
0
PhD
Self-Employed
20.848301
Urban
Basic
0
13
796
4
2021-10-09 15:21:39.134960
Good
No
Rarely
Condo
1,614
11,627
45
Female
67,414
Single
4
High School
null
23.093181
Urban
Premium
null
0
345
6
2023-11-05 15:21:39.155231
Poor
Yes
Daily
House
1,721
11,628
49
Female
35,311
Married
1
PhD
Unemployed
26.54871
Rural
Comprehensive
1
6
849
8
2022-12-10 15:21:39.093681
Poor
No
Daily
Condo
846
11,629
25
Female
84,915
Married
1
PhD
null
22.674656
Rural
Premium
2
7
376
1
2024-02-29 15:21:39.251142
Average
Yes
Weekly
House
618
11,630
64
Female
6,912
Single
2
High School
Employed
26.653944
Suburban
Basic
null
7
684
5
2020-11-11 15:21:39.155231
Poor
Yes
Rarely
Apartment
988
11,631
52
Male
61,668
Single
3
PhD
Employed
17.527785
Suburban
Premium
null
8
722
9
2022-08-19 15:21:39.182597
Average
Yes
Daily
House
111
11,632
38
Female
14,105
Single
3
High School
Self-Employed
48.615614
Suburban
Premium
null
11
595
6
2023-02-04 15:21:39.172097
null
No
Rarely
House
782
11,633
27
Male
44,111
Single
2
PhD
Unemployed
12.719205
Rural
Basic
null
1
586
6
2021-07-05 15:21:39.152732
Poor
Yes
Monthly
House
1,152
11,634
24
Female
29,324
Divorced
2
High School
Self-Employed
42.638851
Urban
Premium
1
15
624
2
2020-04-11 15:21:39.149731
Average
Yes
Rarely
Condo
471
11,635
47
Female
102,298
Single
2
Master's
null
26.966406
Urban
Basic
0
17
579
9
2022-08-25 15:21:39.094752
Poor
Yes
Rarely
Apartment
394
11,636
33
Female
78,040
Married
3
Bachelor's
null
19.564493
Rural
Comprehensive
0
12
388
5
2020-06-09 15:21:39.283783
Good
No
Daily
House
506
11,637
38
Female
57,719
Divorced
2
Bachelor's
Self-Employed
null
Suburban
Premium
0
1
588
2
2024-03-04 15:21:39.274993
Average
No
Rarely
Apartment
2,481
11,638
25
Female
null
Married
0
High School
Employed
39.914916
Suburban
Comprehensive
1
12
689
6
2024-06-29 15:21:39.164044
Average
No
Weekly
Condo
379
11,639
61
Female
4,026
Divorced
4
Master's
null
null
Suburban
Comprehensive
null
8
831
6
2021-06-26 15:21:39.186212
Poor
No
Weekly
Condo
783
11,640
34
Female
35,781
Single
1
Bachelor's
Employed
null
Rural
Comprehensive
0
7
699
1
2023-05-23 15:21:39.237118
Average
Yes
Weekly
House
784
11,641
null
Male
5,019
Married
0
Master's
null
9.952301
Rural
Premium
0
8
591
6
2023-06-25 15:21:39.192212
null
No
Daily
House
1,213
11,642
50
Female
1,218
Married
2
PhD
null
17.633145
Rural
Premium
0
0
758
7
2020-09-03 15:21:39.155231
Poor
Yes
Daily
Condo
2,362
11,643
54
Female
28,677
Married
0
Bachelor's
Self-Employed
6.040976
Rural
Comprehensive
null
6
443
7
2021-12-23 15:21:39.249100
Poor
No
Rarely
Condo
659
11,644
43
Female
10,435
Married
1
PhD
Employed
31.714898
Suburban
Premium
null
19
357
2
2021-08-04 15:21:39.134960
Average
No
Weekly
House
1,672
11,645
54
Female
9,082
Married
3
Master's
Employed
null
Rural
Premium
null
2
665
3
2024-01-18 15:21:39.226954
Poor
Yes
Monthly
Apartment
1,737
11,646
27
Male
25,996
Single
3
High School
Unemployed
37.829139
Suburban
Comprehensive
1
3
434
3
2019-10-17 15:21:39.110557
Average
No
Weekly
Condo
775
11,647
45
Female
3,216
Single
2
Master's
Self-Employed
31.99987
Suburban
Basic
0
0
678
8
2022-03-01 15:21:39.081504
Poor
No
Rarely
House
3,138
11,648
null
Female
41,082
Divorced
3
PhD
Unemployed
15.354798
Suburban
Premium
null
0
534
1
2024-02-02 15:21:39.170099
Good
Yes
Monthly
Apartment
983
11,649
33
Female
8,862
Married
1
High School
Self-Employed
36.784618
Rural
Basic
1
7
null
7
2024-06-16 15:21:39.202448
Poor
Yes
Rarely
House
523
11,650
38
Male
30,221
Single
3
Master's
Employed
24.929442
Suburban
Premium
null
2
null
9
2024-06-01 15:21:39.094752
Average
No
Monthly
Condo
535
11,651
61
Female
24,247
Married
4
PhD
Self-Employed
8.522904
Suburban
Comprehensive
2
10
508
2
2023-09-04 15:21:39.268507
Good
Yes
Daily
Condo
827
11,652
33
Female
34,239
Single
1
Master's
Employed
24.489429
Urban
Basic
4
2
674
6
2022-09-03 15:21:39.237118
null
No
Weekly
House
945
11,653
48
Female
6,074
Married
null
High School
Employed
37.505735
Rural
Basic
null
13
599
1
2021-08-29 15:21:39.236064
Poor
No
Weekly
House
1,460
11,654
33
Male
30,644
Married
null
High School
Self-Employed
19.176038
Rural
Premium
0
10
468
3
2020-07-05 15:21:39.171102
Poor
Yes
Daily
House
753
11,655
55
Male
14,072
Single
null
Master's
null
39.884934
Rural
Comprehensive
null
10
689
1
2022-11-30 15:21:39.147735
Good
Yes
Rarely
House
695
11,656
34
Male
4,718
Divorced
4
Master's
Self-Employed
31.482315
Urban
Basic
2
16
554
1
2021-07-27 15:21:39.192212
null
Yes
Monthly
Apartment
818
11,657
23
Female
29,365
Married
0
Master's
Unemployed
20.836667
Suburban
Basic
0
8
null
4
2023-06-14 15:21:39.274993
Good
No
Weekly
House
1,294
11,658
45
Female
51,142
Divorced
4
PhD
Employed
15.936989
Urban
Basic
null
11
549
4
2020-09-04 15:21:39.090124
Good
Yes
Monthly
Apartment
119
11,659
24
Male
5,907
Divorced
1
Master's
Self-Employed
15.132994
Suburban
Comprehensive
1
0
null
4
2022-05-15 15:21:39.237118
Average
Yes
Monthly
Apartment
1,410
11,660
60
Male
17,114
Divorced
3
High School
null
14.499989
Rural
Basic
null
19
612
5
2024-06-09 15:21:39.288099
Average
Yes
Daily
House
1,109
11,661
41
Male
17,095
Single
3
PhD
Unemployed
51.828199
Urban
Basic
1
17
545
6
2024-04-03 15:21:39.194829
Average
No
Rarely
House
1,432
11,662
35
Male
88,947
Single
4
High School
Employed
null
Suburban
Premium
0
14
370
9
2020-07-19 15:21:39.143708
Average
No
Rarely
Apartment
1,617
11,663
26
Male
30,741
Single
2
Master's
Employed
18.974246
Rural
Comprehensive
null
14
713
9
2020-10-16 15:21:39.237118
Average
Yes
Monthly
Condo
304
11,664
55
Male
35,498
Single
3
Master's
Employed
4.226884
Urban
Premium
null
4
708
7
2020-10-23 15:21:39.172097
Average
Yes
Daily
Condo
308
11,665
48
Male
979
Single
4
Master's
Unemployed
18.644935
Suburban
Basic
1
5
309
8
2021-08-18 15:21:39.168099
Average
No
Weekly
House
1,618
11,666
50
Male
1,177
Married
4
PhD
null
24.826904
Rural
Premium
2
10
562
5
2020-03-20 15:21:39.208842
Good
Yes
Rarely
House
1,201
11,667
59
Male
4,541
Married
0
Bachelor's
Self-Employed
23.818018
Rural
Basic
4
16
643
9
2020-04-09 15:21:39.131192
Good
Yes
Weekly
House
439
11,668
24
Male
86,596
Married
1
High School
Employed
51.177819
Rural
Basic
null
3
849
3
2023-10-23 15:21:39.155231
Good
No
Weekly
Condo
1,414
11,669
52
Male
46,472
Single
2
Bachelor's
null
26.581432
Urban
Basic
null
12
316
6
2021-02-15 15:21:39.085129
Average
Yes
Weekly
House
319
11,670
34
Female
46,680
Married
null
Master's
Self-Employed
29.376915
Rural
Basic
0
15
573
8
2021-12-16 15:21:39.224915
Good
No
Weekly
Apartment
45
11,671
19
Female
128,538
null
2
Bachelor's
Unemployed
30.164577
Urban
Basic
0
13
511
9
2020-06-13 15:21:39.121169
Poor
Yes
Monthly
Condo
919
11,672
43
Female
2,840
Single
2
PhD
null
22.152747
Urban
Basic
null
5
575
9
2021-03-21 15:21:39.096739
Average
Yes
Rarely
Apartment
397
11,673
28
Male
35,682
Married
3
Master's
null
26.836119
Rural
Premium
null
5
569
5
2023-04-11 15:21:39.181605
Average
No
Weekly
Condo
583
11,674
35
Male
100,135
Married
2
Bachelor's
Unemployed
12.759537
Suburban
Premium
0
0
522
4
2023-06-24 15:21:39.155231
Good
No
Monthly
Condo
318
11,675
54
Male
9,880
Married
null
PhD
Employed
42.242315
Rural
Premium
null
10
782
7
2024-07-13 15:21:39.126661
Good
Yes
Daily
House
1,781
11,676
45
Male
43,782
Single
1
Bachelor's
Unemployed
31.354496
Rural
Premium
null
11
444
9
2024-06-18 15:21:39.082499
Average
No
Monthly
Condo
549
11,677
59
Male
5,935
Single
0
Master's
Self-Employed
45.977207
Suburban
Basic
0
16
594
4
2021-01-19 15:21:39.184157
Average
Yes
Rarely
House
473
11,678
40
Male
14,957
Divorced
null
PhD
Unemployed
10.65266
Rural
Basic
null
6
null
5
2022-08-30 15:21:39.281787
Average
Yes
Rarely
Apartment
2,209
11,679
57
Male
4,437
Married
3
PhD
Self-Employed
25.539703
Urban
Basic
null
15
522
5
2021-10-07 15:21:39.151732
Good
Yes
Weekly
Apartment
394
11,680
55
Male
11,213
Divorced
3
PhD
Employed
30.846345
Rural
Basic
0
1
381
7
2023-05-27 15:21:39.165120
Poor
Yes
Weekly
Condo
1,614
11,681
32
Female
483
Single
2
PhD
null
14.2648
Suburban
Premium
2
16
667
7
2021-02-13 15:21:39.261856
Poor
Yes
Daily
Condo
1,185
11,682
47
Female
97,172
Single
1
PhD
Employed
31.711506
Rural
Comprehensive
1
13
382
9
2020-07-13 15:21:39.155231
null
No
Daily
Condo
160
11,683
46
Female
9,082
Married
1
Master's
Employed
12.813811
Urban
Premium
0
14
313
8
2022-04-21 15:21:39.254678
Poor
Yes
Weekly
Apartment
3,167
11,684
47
Female
6,931
Married
0
PhD
Self-Employed
15.024623
Urban
Comprehensive
1
14
718
8
2022-04-27 15:21:39.180553
Average
Yes
Weekly
Apartment
1,244
11,685
41
Female
null
Married
2
PhD
Unemployed
null
Suburban
Premium
2
19
702
7
2019-10-19 15:21:39.082499
Good
No
Rarely
House
1,245
11,686
51
Male
58,769
Married
0
PhD
null
45.082203
Suburban
Comprehensive
1
0
573
6
2022-11-18 15:21:39.134960
Average
Yes
Weekly
Condo
397
11,687
34
Female
20,571
Single
2
PhD
Unemployed
11.553948
Rural
Basic
null
19
767
3
2022-03-15 15:21:39.180553
Average
Yes
Daily
Condo
815
11,688
25
Male
24,897
Married
3
Master's
null
null
Suburban
Comprehensive
null
11
562
9
2023-11-02 15:21:39.155231
Good
No
Daily
Apartment
26
11,689
18
Male
6,426
Married
3
High School
null
49.153565
Suburban
Basic
1
8
668
3
2019-10-13 15:21:39.155231
null
Yes
Weekly
Condo
24
11,690
40
Male
55,912
Married
2
PhD
Self-Employed
13.944278
Urban
Premium
0
1
361
1
2021-02-02 15:21:39.134960
Poor
No
Monthly
Condo
631
11,691
19
Male
35,341
Single
4
Bachelor's
Self-Employed
34.155523
Urban
Comprehensive
1
6
627
4
2020-03-02 15:21:39.282785
Average
No
Monthly
Apartment
3,541
11,692
48
Female
null
Divorced
4
Master's
Unemployed
12.082166
Suburban
Premium
1
8
322
1
2023-09-25 15:21:39.172097
Average
No
Monthly
Apartment
1,715
11,693
null
Female
34,040
Divorced
2
High School
Self-Employed
22.907627
Suburban
Comprehensive
1
19
681
4
2020-08-19 15:21:39.285112
Poor
No
Weekly
House
230
11,694
56
Female
40,625
Divorced
null
Master's
Self-Employed
34.084665
Suburban
Premium
0
15
null
7
2021-03-04 15:21:39.218388
Average
Yes
Monthly
Condo
1,419
11,695
44
Female
113,341
Married
0
Master's
null
7.253503
Urban
Basic
null
18
null
8
2022-02-12 15:21:39.185215
null
Yes
Monthly
Condo
2,416
11,696
23
Female
9,716
Divorced
4
Master's
Self-Employed
38.845165
Rural
Comprehensive
null
10
657
9
2021-09-15 15:21:39.155231
Poor
No
Weekly
House
919
11,697
54
Male
1,576
Single
1
Master's
Employed
3.834685
Suburban
Basic
2
1
null
8
2022-03-02 15:21:39.237118
Good
Yes
Daily
Condo
904
11,698
59
Male
11,194
Single
1
PhD
Unemployed
35.589537
Suburban
Comprehensive
null
4
476
7
2023-02-11 15:21:39.208842
Poor
No
Daily
Condo
2,330
11,699
58
Female
4,099
Single
2
PhD
Employed
30.955156
Urban
Premium
0
11
659
8
2019-11-30 15:21:39.092127
Average
Yes
Monthly
House
988