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
6,700
30
Male
23,430
Divorced
3
Bachelor's
Employed
16.868579
Suburban
Premium
1
5
487
8
2023-12-26 15:21:39.254678
Good
No
Daily
Condo
386
6,701
26
Male
577
Single
0
High School
Self-Employed
null
Rural
Comprehensive
1
9
766
8
2024-07-30 15:21:39.279729
Good
Yes
Weekly
Apartment
1,435
6,702
27
Male
82,948
Divorced
4
Bachelor's
Employed
37.275797
Rural
Premium
0
9
394
3
2023-09-17 15:21:39.122134
Average
No
Daily
House
631
6,703
62
Female
26,296
Divorced
2
Bachelor's
Unemployed
35.739616
Suburban
Premium
1
16
798
7
2021-03-26 15:21:39.226954
Good
Yes
Rarely
Apartment
1,399
6,704
44
Female
17,086
Divorced
3
High School
Unemployed
25.982321
Suburban
Comprehensive
null
2
473
6
2022-04-23 15:21:39.155231
Good
No
Rarely
Apartment
562
6,705
33
Male
139,960
Married
2
Bachelor's
Unemployed
28.929395
Suburban
Premium
0
18
469
6
2021-12-18 15:21:39.132191
Poor
No
Monthly
Apartment
407
6,706
48
Male
103,625
Single
3
High School
Employed
18.784633
Rural
Comprehensive
null
14
786
4
2022-01-20 15:21:39.134960
Average
No
Monthly
Apartment
50
6,707
34
Female
50,094
Single
4
Bachelor's
Self-Employed
38.137774
Urban
Basic
null
13
500
8
2023-11-30 15:21:39.134960
Poor
No
Weekly
House
3,055
6,708
20
Male
43,953
Married
3
PhD
null
16.981784
Rural
Basic
1
16
null
8
2023-08-17 15:21:39.083497
Poor
Yes
Rarely
Apartment
820
6,709
44
Male
null
Married
3
High School
Employed
21.206697
Urban
Comprehensive
1
10
397
3
2023-02-11 15:21:39.094752
Good
Yes
Daily
House
3,028
6,710
20
Female
61,662
Married
1
PhD
Employed
22.388521
Urban
Basic
1
11
353
1
2022-09-27 15:21:39.134960
Average
No
Weekly
Condo
1,246
6,711
29
Female
21,054
Divorced
0
High School
Employed
14.764266
Suburban
Basic
0
16
357
8
2020-03-27 15:21:39.106582
Average
Yes
Rarely
Condo
803
6,712
28
Female
20,482
Single
2
Master's
Self-Employed
22.914361
Suburban
Premium
0
4
600
7
2024-03-26 15:21:39.236064
Poor
Yes
Monthly
House
2,048
6,713
40
Male
44,737
Divorced
null
Master's
null
42.935208
Suburban
Comprehensive
1
19
null
6
2021-12-23 15:21:39.102694
Average
No
Weekly
House
581
6,714
38
Female
6,988
Single
4
Bachelor's
Employed
24.293959
Urban
Basic
null
7
785
4
2019-12-23 15:21:39.087123
Good
No
Daily
Apartment
1,673
6,715
36
Female
23,981
Single
1
High School
null
3.574678
Suburban
Comprehensive
0
6
701
6
2023-03-27 15:21:39.252145
Poor
Yes
Daily
Apartment
710
6,716
53
Female
94,852
null
1
High School
Self-Employed
5.552873
Suburban
Comprehensive
0
17
371
7
2019-10-11 15:21:39.219432
Poor
Yes
Weekly
Condo
433
6,717
49
Female
24,681
Divorced
2
High School
Employed
42.071633
Suburban
Premium
1
0
479
9
2023-03-22 15:21:39.143708
Poor
Yes
Rarely
House
466
6,718
55
Female
98,894
Single
0
Bachelor's
Self-Employed
46.287841
Suburban
Comprehensive
2
15
387
1
2023-06-06 15:21:39.283783
null
No
Weekly
Apartment
507
6,719
23
Male
7,096
Divorced
null
Bachelor's
Unemployed
51.061839
Urban
Comprehensive
2
10
528
9
2019-08-24 15:21:39.244069
Good
Yes
Daily
Condo
1,052
6,720
32
Male
14,961
Divorced
2
High School
Unemployed
7.010616
Suburban
Basic
0
14
555
7
2022-11-15 15:21:39.122134
Poor
No
Weekly
Condo
1,423
6,721
null
Female
41,819
Married
3
Bachelor's
null
29.912181
Suburban
Premium
0
12
504
5
2020-05-17 15:21:39.237118
Poor
No
Weekly
Apartment
1,066
6,722
45
Male
9,033
Married
null
Bachelor's
Self-Employed
6.972505
Suburban
Premium
0
2
771
8
2021-07-07 15:21:39.146733
Good
No
Rarely
House
515
6,723
18
Male
1,851
Married
1
PhD
Self-Employed
28.162284
Urban
Premium
null
8
null
3
2020-12-14 15:21:39.110557
Good
No
Monthly
Apartment
2,503
6,724
32
Male
97,802
Married
1
Master's
null
25.823891
Rural
Comprehensive
null
15
328
9
2023-06-05 15:21:39.134960
Good
No
Daily
House
801
6,725
18
Male
57,650
Divorced
3
High School
Self-Employed
5.792184
Suburban
Comprehensive
2
19
629
2
2021-08-15 15:21:39.237118
Good
Yes
Monthly
Apartment
3,104
6,726
40
Male
9,360
Divorced
3
PhD
null
16.906299
Urban
Premium
1
18
831
9
2021-12-09 15:21:39.091080
Poor
Yes
Rarely
House
1,209
6,727
64
Female
5,512
Divorced
0
High School
Self-Employed
22.944851
Urban
Premium
1
7
334
3
2021-09-03 15:21:39.266452
Good
No
Weekly
Apartment
631
6,728
55
Female
16,991
Divorced
1
High School
Self-Employed
30.771636
Suburban
Comprehensive
2
14
null
1
2021-10-29 15:21:39.177724
Poor
Yes
Monthly
Apartment
30
6,729
59
Female
67,772
Divorced
2
PhD
Self-Employed
20.95167
Suburban
Comprehensive
null
13
null
3
2020-08-09 15:21:39.192212
Poor
No
Daily
Condo
383
6,730
56
Male
36,342
Single
2
Bachelor's
null
20.749113
Urban
Premium
null
0
762
5
2020-11-08 15:21:39.134960
Poor
No
Weekly
House
1,786
6,731
28
Female
11,459
Divorced
4
High School
Self-Employed
47.165515
Suburban
Comprehensive
2
0
422
1
2023-01-16 15:21:39.224915
Average
No
Monthly
Condo
2,160
6,732
50
Male
3,354
Married
1
PhD
Self-Employed
4.746147
Suburban
Premium
1
0
null
8
2024-01-10 15:21:39.108562
null
No
Weekly
House
826
6,733
42
Male
5,290
Divorced
0
Bachelor's
null
34.44592
Urban
Comprehensive
1
0
646
6
2024-02-25 15:21:39.134960
Good
Yes
Weekly
Apartment
2,004
6,734
53
Female
51,662
null
4
PhD
Employed
23.879548
Urban
Comprehensive
2
3
469
9
2023-02-16 15:21:39.230483
Average
Yes
Rarely
Condo
882
6,735
61
Male
29,006
Divorced
1
Bachelor's
Self-Employed
36.327516
Rural
Basic
0
2
711
4
2020-09-09 15:21:39.231531
Average
No
Rarely
Apartment
2,033
6,736
56
Male
10,189
Single
4
PhD
Employed
27.618425
Suburban
Basic
null
8
502
4
2024-03-13 15:21:39.231531
Good
Yes
Weekly
Condo
2,376
6,737
39
Female
null
Married
4
Bachelor's
null
37.074607
Urban
Premium
3
11
null
5
2019-10-10 15:21:39.107553
Good
No
Weekly
Condo
369
6,738
39
Male
101,964
Divorced
2
Master's
Unemployed
40.064772
Rural
Comprehensive
1
4
487
8
2022-09-02 15:21:39.278402
Poor
No
Weekly
Condo
2,322
6,739
30
Female
28,056
Single
1
Master's
null
16.181442
Rural
Premium
1
16
358
9
2023-10-14 15:21:39.251142
Average
No
Weekly
Condo
1,658
6,740
55
Male
5,577
Married
4
Master's
null
26.894127
Urban
Comprehensive
0
12
692
6
2020-04-17 15:21:39.088124
Poor
Yes
Monthly
House
627
6,741
59
Male
35,478
Single
1
PhD
Employed
35.987932
Suburban
Premium
1
12
null
6
2023-12-19 15:21:39.155231
Average
Yes
Weekly
Condo
1,206
6,742
21
Female
20,275
Married
3
PhD
Unemployed
21.276866
Rural
Basic
0
9
639
7
2022-01-23 15:21:39.155231
Good
Yes
Rarely
House
773
6,743
35
Female
4,890
Divorced
3
High School
Unemployed
7.280143
Rural
Premium
0
18
508
2
2023-09-25 15:21:39.265513
Good
No
Monthly
Condo
459
6,744
47
Female
34,843
Married
4
High School
null
33.845901
Suburban
Basic
0
13
598
8
2022-05-23 15:21:39.282785
Average
Yes
Monthly
House
107
6,745
48
Male
23,401
Single
3
Master's
Unemployed
41.456411
Suburban
Comprehensive
2
14
581
8
2020-10-26 15:21:39.290098
Average
No
Daily
Apartment
1,448
6,746
34
Female
14,352
Single
null
PhD
Self-Employed
11.759026
Rural
Premium
2
3
605
7
2022-11-12 15:21:39.134960
Average
Yes
Weekly
House
764
6,747
59
Male
40,571
Married
1
PhD
Employed
36.818862
Suburban
Comprehensive
1
0
778
6
2022-07-17 15:21:39.185215
Average
Yes
Monthly
Condo
1,546
6,748
44
Male
108
Single
1
High School
Employed
5.932152
Urban
Premium
3
19
624
3
2022-05-24 15:21:39.106582
Good
Yes
Monthly
Condo
3,393
6,749
49
Male
3,483
Single
0
Master's
null
45.928901
Rural
Premium
null
4
381
9
2020-09-01 15:21:39.201446
Poor
Yes
Monthly
House
267
6,750
18
Male
5,872
Single
2
High School
Unemployed
null
Urban
Comprehensive
2
15
627
8
2022-03-03 15:21:39.121169
Poor
Yes
Monthly
Apartment
571
6,751
34
Male
94,047
Single
1
Master's
Self-Employed
40.854678
Rural
Premium
null
1
465
2
2023-06-03 15:21:39.134960
Good
Yes
Weekly
House
177
6,752
54
Female
20,370
Married
null
Bachelor's
Employed
12.977389
Urban
Premium
null
18
830
6
2024-07-24 15:21:39.188220
Good
Yes
Weekly
House
837
6,753
28
Female
35,240
Single
4
Master's
Self-Employed
20.385869
Rural
Comprehensive
0
10
654
6
2024-03-28 15:21:39.148733
Poor
Yes
Monthly
Condo
716
6,754
48
Female
4,569
Single
2
Master's
Employed
21.948188
Suburban
Premium
2
9
472
9
2020-12-28 15:21:39.172097
Average
Yes
Weekly
Condo
1,069
6,755
62
Female
7,889
Married
1
PhD
null
43.18872
Suburban
Basic
3
12
483
4
2021-06-19 15:21:39.121169
Poor
No
Daily
Apartment
1,236
6,756
26
Female
6,097
Single
3
PhD
Unemployed
34.811538
Rural
Comprehensive
2
19
803
9
2020-01-20 15:21:39.079128
Poor
No
Daily
Apartment
3,370
6,757
55
Female
20,662
Married
4
PhD
null
null
Suburban
Premium
null
14
641
5
2023-04-15 15:21:39.082499
Poor
No
Rarely
Apartment
1,186
6,758
58
Male
134,026
Married
4
Master's
Employed
null
Suburban
Comprehensive
null
12
484
1
2024-07-01 15:21:39.283783
Poor
Yes
Rarely
House
607
6,759
41
Male
11,167
Divorced
1
Master's
Self-Employed
31.295719
Rural
Premium
1
15
559
5
2020-10-15 15:21:39.257696
Poor
Yes
Weekly
Apartment
993
6,760
60
Female
11,380
Single
0
High School
null
38.71939
Suburban
Comprehensive
null
10
null
6
2021-05-02 15:21:39.248098
Good
Yes
Monthly
House
1,448
6,761
41
Male
40,403
Married
0
Bachelor's
null
37.618422
Suburban
Basic
2
14
540
6
2020-10-08 15:21:39.264504
Good
Yes
Monthly
Apartment
131
6,762
44
Female
55,480
Married
3
High School
null
19.766311
Suburban
Comprehensive
2
12
391
8
2020-07-13 15:21:39.081504
Good
Yes
Rarely
House
3,423
6,763
59
Male
18,861
Married
1
PhD
null
37.53968
Urban
Basic
0
6
null
4
2021-03-20 15:21:39.134960
Good
No
Daily
Apartment
171
6,764
26
Female
140,149
Married
0
PhD
Employed
24.769184
Urban
Basic
2
7
642
2
2020-03-15 15:21:39.206847
null
Yes
Rarely
Condo
2,421
6,765
25
Male
37,387
Married
2
PhD
Unemployed
14.565819
Suburban
Basic
2
13
585
4
2023-09-21 15:21:39.134960
Average
Yes
Rarely
House
1,320
6,766
43
Female
43,157
Married
2
High School
null
3.892587
Urban
Premium
null
18
753
3
2021-02-23 15:21:39.188220
Average
No
Monthly
Apartment
1,035
6,767
46
Male
17,051
Single
2
Bachelor's
Self-Employed
27.945975
Rural
Basic
0
10
null
3
2024-03-23 15:21:39.250151
Poor
Yes
Daily
Apartment
539
6,768
20
Male
1,430
Married
0
High School
Self-Employed
34.848363
Rural
Basic
2
0
766
2
2024-04-25 15:21:39.181605
Average
Yes
Weekly
House
2,693
6,769
38
Female
16,058
Single
1
High School
Self-Employed
51.955709
Rural
Comprehensive
0
19
642
5
2022-02-14 15:21:39.264504
Average
No
Monthly
Condo
2,236
6,770
57
Female
51,663
Single
2
Master's
Unemployed
38.233517
Urban
Premium
0
12
407
3
2023-07-09 15:21:39.102694
Good
No
Monthly
House
3,328
6,771
27
Female
46,837
Divorced
2
PhD
Employed
43.188729
Rural
Premium
null
18
334
7
2021-09-19 15:21:39.223901
Average
Yes
Rarely
House
1,253
6,772
44
Male
6,076
Divorced
4
Master's
Employed
51.743759
Rural
Comprehensive
0
5
561
9
2021-01-15 15:21:39.134960
Poor
No
Monthly
Condo
1,082
6,773
18
Male
31,970
Single
4
PhD
Unemployed
46.262646
Rural
Comprehensive
null
14
683
1
2022-07-08 15:21:39.264504
Good
No
Daily
Condo
1,357
6,774
49
Male
9,806
Married
3
High School
Unemployed
22.942152
Rural
Premium
0
12
587
4
2022-04-23 15:21:39.254678
Poor
No
Monthly
Apartment
942
6,775
49
Male
null
Married
0
Master's
Employed
21.639251
Urban
Premium
1
19
459
3
2021-04-02 15:21:39.248098
Poor
No
Monthly
Condo
391
6,776
37
Female
2,273
Single
null
Master's
Self-Employed
12.907627
Suburban
Premium
1
12
405
5
2019-09-27 15:21:39.154008
Average
No
Weekly
Condo
1,191
6,777
48
Female
28,215
Divorced
0
Master's
Employed
30.1737
Suburban
Comprehensive
2
4
null
6
2021-06-03 15:21:39.276901
Average
Yes
Rarely
Condo
522
6,778
53
Male
28,448
Married
3
High School
null
27.603531
Urban
Comprehensive
0
4
790
6
2022-02-11 15:21:39.248098
Average
Yes
Daily
Condo
735
6,779
64
Female
80,190
Single
4
Bachelor's
Employed
40.282231
Suburban
Premium
0
1
312
7
2023-11-08 15:21:39.106582
Average
No
Daily
Condo
1,611
6,780
29
Male
null
Divorced
1
Master's
null
15.9381
Rural
Basic
0
14
431
2
2020-10-01 15:21:39.194829
Average
No
Daily
Apartment
607
6,781
58
Female
18,071
Single
3
Bachelor's
null
21.83927
Suburban
Comprehensive
0
14
639
6
2024-05-01 15:21:39.155231
Good
No
Daily
Apartment
1,068
6,782
58
Female
66,831
Divorced
3
Bachelor's
Self-Employed
9.440091
Rural
Premium
2
19
330
4
2023-04-11 15:21:39.155231
null
No
Rarely
House
586
6,783
42
Male
2,624
Single
1
Master's
null
36.244406
Suburban
Premium
2
19
519
1
2022-12-31 15:21:39.166062
Poor
No
Weekly
House
1,040
6,784
64
Female
5,517
Divorced
2
PhD
Employed
23.882629
Rural
Premium
2
18
682
5
2022-12-23 15:21:39.168099
Average
Yes
Daily
House
845
6,785
42
Male
null
Single
0
Master's
null
13.539703
Suburban
Basic
1
15
477
3
2022-12-03 15:21:39.237118
Poor
No
Rarely
Apartment
24
6,786
null
Female
105,435
Single
2
Master's
Employed
38.597329
Urban
Premium
0
17
382
3
2020-10-18 15:21:39.281787
Poor
No
Daily
Condo
20
6,787
64
Female
44,374
Single
1
High School
Employed
null
Rural
Basic
1
18
null
7
2020-03-30 15:21:39.204790
Good
Yes
Rarely
Condo
30
6,788
49
Male
9,168
Married
2
Bachelor's
Unemployed
29.271117
Suburban
Premium
null
14
676
1
2023-08-13 15:21:39.134960
Average
Yes
Monthly
House
639
6,789
62
Male
26,155
Married
1
Bachelor's
Self-Employed
35.664808
Suburban
Comprehensive
2
12
653
5
2024-05-27 15:21:39.245086
Good
Yes
Rarely
Apartment
487
6,790
44
Male
10,158
Single
4
Bachelor's
Employed
8.164945
Suburban
Comprehensive
1
8
834
9
2020-07-31 15:21:39.134960
Average
No
Rarely
Apartment
846
6,791
28
Male
52,861
Married
null
High School
null
41.002238
Rural
Premium
1
19
427
4
2024-03-17 15:21:39.221386
Average
Yes
Weekly
Apartment
988
6,792
58
Male
91,904
Married
0
Master's
Unemployed
null
Urban
Premium
null
10
557
3
2019-11-10 15:21:39.237118
Good
Yes
Monthly
House
2,136
6,793
43
Male
16,096
Single
4
PhD
null
16.622287
Suburban
Premium
null
6
393
1
2021-08-21 15:21:39.155231
Average
No
Daily
House
719
6,794
58
Female
17,458
Single
3
Master's
Self-Employed
41.733955
Rural
Comprehensive
null
7
619
2
2024-04-01 15:21:39.117183
Poor
Yes
Rarely
Apartment
1,219
6,795
39
Male
39,460
Single
1
High School
Self-Employed
37.703409
Suburban
Comprehensive
1
9
429
9
2020-07-17 15:21:39.134960
Good
Yes
Daily
Condo
611
6,796
20
Male
null
Divorced
4
Master's
Unemployed
17.12553
Rural
Basic
3
11
819
5
2020-02-15 15:21:39.104139
Poor
No
Monthly
House
164
6,797
18
Female
45,133
Single
4
PhD
Employed
45.690143
Rural
Comprehensive
null
10
null
6
2023-06-01 15:21:39.197445
Poor
No
Rarely
Condo
202
6,798
62
Male
46,763
Married
3
PhD
Self-Employed
23.966298
Urban
Comprehensive
0
19
478
3
2022-12-31 15:21:39.181605
Poor
No
Weekly
House
393
6,799
62
Female
18,213
Single
1
Bachelor's
Unemployed
15.838869
Suburban
Premium
0
19
713
1
2024-02-06 15:21:39.102694
Poor
Yes
Monthly
House
1,383