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
15,500
26
Male
124,425
Married
4
High School
Unemployed
22.717224
Rural
Basic
2
2
442
2
2022-12-18 15:21:39.289099
Good
Yes
Rarely
Apartment
2,839
15,501
42
Male
10,939
Divorced
2
PhD
Employed
48.893348
Suburban
Premium
2
19
847
2
2021-03-05 15:21:39.255696
Average
Yes
Monthly
Condo
192
15,502
50
Male
122,086
Married
0
Bachelor's
Unemployed
24.948884
Rural
Premium
2
0
805
1
2020-01-13 15:21:39.264504
Poor
No
Weekly
House
35
15,503
31
Female
16,881
Divorced
4
PhD
null
40.161364
Urban
Comprehensive
1
17
784
6
2024-06-24 15:21:39.134960
null
Yes
Monthly
Apartment
1,885
15,504
38
Female
1,425
Married
1
PhD
Unemployed
34.817554
Rural
Basic
0
4
318
1
2023-08-03 15:21:39.231531
Poor
Yes
Rarely
Apartment
447
15,505
32
Female
7,077
Single
4
High School
Self-Employed
9.955292
Urban
Premium
null
11
null
5
2022-03-15 15:21:39.226954
Average
Yes
Rarely
Apartment
439
15,506
51
Female
29,491
Single
0
PhD
Unemployed
39.193868
Urban
Basic
null
14
329
4
2022-05-13 15:21:39.116179
Average
Yes
Weekly
Apartment
837
15,507
45
Female
38,662
Divorced
null
PhD
Self-Employed
32.584479
Suburban
Basic
0
2
785
5
2022-12-22 15:21:39.102694
Poor
Yes
Monthly
Condo
649
15,508
27
Female
26,355
Married
2
PhD
Self-Employed
9.08121
Urban
Premium
0
14
644
2
2019-09-17 15:21:39.134960
Good
Yes
Daily
Apartment
2,225
15,509
24
Male
20,303
Single
0
Master's
Unemployed
17.97984
Rural
Comprehensive
1
2
728
7
2021-09-11 15:21:39.143708
Poor
Yes
Daily
Apartment
860
15,510
64
Male
26,981
Single
3
High School
Employed
31.581564
Rural
Premium
2
8
393
8
2020-01-26 15:21:39.201446
Good
No
Weekly
Apartment
1,324
15,511
29
Male
13,982
Single
0
High School
Self-Employed
43.91725
Suburban
Premium
null
8
742
8
2019-09-20 15:21:39.131192
Good
No
Weekly
Apartment
566
15,512
55
Male
21,087
Married
2
Bachelor's
Employed
22.353206
Suburban
Basic
1
8
786
7
2020-10-11 15:21:39.096739
Average
No
Daily
House
1,812
15,513
41
Female
45,180
Single
0
High School
null
23.634136
Rural
Basic
1
7
836
8
2023-11-26 15:21:39.149731
Poor
Yes
Rarely
House
501
15,514
29
Female
6,920
Divorced
0
PhD
Employed
20.814202
Rural
Basic
1
16
416
5
2023-05-29 15:21:39.104139
null
No
Daily
Condo
754
15,515
47
Female
10,769
Divorced
4
Bachelor's
Self-Employed
21.28851
Urban
Comprehensive
1
8
823
7
2021-03-06 15:21:39.184157
Poor
No
Weekly
Condo
1,546
15,516
41
Female
10,892
Married
4
PhD
Self-Employed
13.991035
Rural
Basic
1
14
null
4
2019-09-10 15:21:39.278402
Poor
Yes
Weekly
Apartment
639
15,517
47
Male
56,431
Married
3
Master's
null
37.652329
Urban
Basic
1
3
467
3
2023-12-24 15:21:39.276901
Average
No
Weekly
Condo
3,620
15,518
56
Female
4,055
Married
0
PhD
null
20.281176
Suburban
Comprehensive
1
7
null
8
2020-06-13 15:21:39.134960
Poor
No
Daily
Apartment
37
15,519
53
Female
10,510
Married
0
Master's
Self-Employed
36.63715
Urban
Comprehensive
1
9
837
5
2023-03-04 15:21:39.189223
Good
Yes
Rarely
Apartment
172
15,520
54
Male
1,741
Single
0
Master's
Employed
25.994639
Rural
Premium
2
8
439
7
2022-06-26 15:21:39.155231
Average
Yes
Rarely
Condo
1,621
15,521
60
Male
17,150
Single
4
Bachelor's
Employed
24.528817
Suburban
Premium
0
10
null
5
2021-04-15 15:21:39.198406
Poor
Yes
Monthly
House
1,672
15,522
26
Male
3,044
Divorced
2
Master's
null
27.914068
Suburban
Comprehensive
2
14
738
5
2020-04-27 15:21:39.237118
Poor
No
Rarely
Apartment
1,543
15,523
59
Female
10,791
Single
2
Bachelor's
Unemployed
45.373836
Rural
Premium
2
6
742
7
2024-07-01 15:21:39.268507
Poor
No
Monthly
House
2,155
15,524
61
Male
4,462
Divorced
1
Bachelor's
Employed
27.29272
Suburban
Premium
null
3
418
1
2020-06-29 15:21:39.155231
Good
Yes
Daily
House
1,503
15,525
34
Male
27,257
Married
3
Master's
Self-Employed
35.536922
Rural
Premium
0
0
688
3
2023-10-22 15:21:39.168099
Good
No
Monthly
Apartment
458
15,526
50
Female
4,919
Single
3
PhD
null
29.359414
Rural
Basic
null
17
534
8
2021-09-07 15:21:39.272456
Good
No
Rarely
Condo
2,404
15,527
26
Male
30,248
Single
4
Master's
Unemployed
27.914583
Urban
Basic
1
2
498
5
2023-11-03 15:21:39.222387
Average
Yes
Rarely
Condo
150
15,528
58
Male
19,307
Married
4
PhD
Self-Employed
20.288971
Rural
Comprehensive
null
1
753
7
2021-06-10 15:21:39.119168
null
No
Weekly
Apartment
798
15,529
25
Male
23,590
Divorced
0
Bachelor's
null
25.797512
Suburban
Premium
null
4
616
4
2024-04-12 15:21:39.267454
Average
Yes
Daily
House
1,421
15,530
42
Male
null
Single
4
PhD
Employed
41.567795
Rural
Comprehensive
null
19
717
3
2019-09-26 15:21:39.264504
Good
No
Rarely
House
170
15,531
36
Female
95,306
Divorced
0
Bachelor's
null
34.391432
Suburban
Comprehensive
null
17
392
2
2022-10-13 15:21:39.187211
null
No
Rarely
Condo
463
15,532
57
Female
17,363
Divorced
3
Master's
Employed
15.937885
Suburban
Comprehensive
0
0
null
8
2023-12-02 15:21:39.254678
Average
No
Rarely
Apartment
1,536
15,533
55
Female
778
Married
2
High School
Employed
34.058866
Suburban
Basic
1
7
503
3
2019-12-13 15:21:39.148733
null
No
Monthly
Condo
799
15,534
21
Male
7,959
Married
null
Bachelor's
Employed
21.890205
Urban
Premium
0
11
757
7
2023-02-20 15:21:39.134960
Average
No
Rarely
House
1,179
15,535
61
Male
45,964
Married
4
Bachelor's
Unemployed
21.410799
Urban
Comprehensive
0
18
631
1
2023-07-26 15:21:39.223901
Average
Yes
Monthly
Condo
671
15,536
52
Male
17,720
Single
2
Master's
Employed
16.098474
Urban
Comprehensive
0
8
511
5
2023-01-20 15:21:39.155231
Poor
Yes
Weekly
Condo
974
15,537
20
Female
2,094
Divorced
0
Master's
Unemployed
27.695597
Rural
Premium
1
8
518
3
2020-07-14 15:21:39.081504
Average
Yes
Rarely
House
28
15,538
57
Male
25,720
Single
0
PhD
null
19.149735
Suburban
Basic
1
11
765
6
2024-06-09 15:21:39.249100
Poor
No
Monthly
House
1,172
15,539
52
Female
30,224
Divorced
2
PhD
Unemployed
5.673642
Rural
Basic
3
17
618
2
2020-01-05 15:21:39.246098
Average
No
Daily
Apartment
1,409
15,540
49
Female
34,081
Divorced
2
PhD
Unemployed
9.954996
Urban
Premium
null
9
600
8
2020-03-05 15:21:39.201446
Good
No
Weekly
House
340
15,541
43
Female
35,903
Single
3
Bachelor's
Self-Employed
45.766931
Urban
Basic
0
2
564
1
2020-06-27 15:21:39.278402
Average
No
Weekly
Condo
199
15,542
35
Female
10,961
Divorced
4
High School
Unemployed
37.782082
Urban
Comprehensive
null
3
627
9
2024-07-04 15:21:39.169102
Average
No
Daily
Apartment
3,849
15,543
43
Female
14,724
Single
0
High School
null
33.814128
Suburban
Basic
0
9
707
1
2021-04-30 15:21:39.172097
Average
Yes
Rarely
House
141
15,544
49
Female
7,420
Married
0
Bachelor's
Unemployed
51.441867
Suburban
Basic
null
16
null
7
2019-09-21 15:21:39.251142
Average
No
Rarely
House
1,163
15,545
47
Female
72,957
Divorced
4
Bachelor's
null
35.564255
Rural
Comprehensive
0
19
381
8
2023-09-01 15:21:39.181605
Average
No
Daily
House
476
15,546
61
Female
94,049
Single
2
Bachelor's
Employed
null
Suburban
Basic
null
10
684
2
2022-12-13 15:21:39.106582
Average
No
Weekly
House
36
15,547
43
Male
12,077
Single
4
PhD
Unemployed
19.272337
Urban
Comprehensive
0
3
542
8
2024-03-03 15:21:39.283783
Good
Yes
Monthly
Condo
1,686
15,548
49
Female
2,628
Married
1
PhD
Employed
13.596854
Suburban
Basic
null
0
819
9
2022-03-05 15:21:39.180553
Poor
Yes
Weekly
Condo
2,665
15,549
64
Female
24,897
Single
3
Master's
Unemployed
17.353724
Suburban
Comprehensive
null
19
788
4
2022-03-11 15:21:39.155231
Good
Yes
Rarely
Apartment
1,414
15,550
21
Male
23,981
Married
1
Bachelor's
null
18.090558
Urban
Basic
null
9
677
1
2020-08-06 15:21:39.155231
Average
Yes
Monthly
Apartment
753
15,551
21
Female
31,604
Single
3
Master's
null
15.133769
Urban
Basic
null
19
null
5
2022-09-01 15:21:39.221386
Poor
Yes
Rarely
Condo
2,044
15,552
44
Male
1,616
Married
3
PhD
Self-Employed
7.237057
Rural
Comprehensive
1
2
710
4
2023-05-16 15:21:39.247098
Average
Yes
Monthly
Apartment
395
15,553
43
Female
null
Single
4
Bachelor's
Unemployed
null
Suburban
Basic
2
4
459
4
2020-09-24 15:21:39.134960
Good
No
Daily
Apartment
901
15,554
60
Male
3,399
Married
1
High School
Unemployed
22.53944
Rural
Comprehensive
2
10
556
7
2022-01-03 15:21:39.145732
Poor
No
Rarely
Apartment
1,513
15,555
57
Female
1,197
Single
4
PhD
Self-Employed
29.938559
Rural
Comprehensive
0
15
334
9
2023-04-28 15:21:39.263607
Poor
Yes
Weekly
Condo
1,170
15,556
39
Female
2,312
Divorced
4
High School
Unemployed
40.170145
Urban
Premium
2
0
null
4
2023-12-27 15:21:39.134960
Good
No
Rarely
House
835
15,557
52
Female
17,098
Divorced
1
High School
Unemployed
18.67882
Urban
Comprehensive
null
2
735
7
2022-10-26 15:21:39.155231
Poor
Yes
Rarely
House
2,627
15,558
28
Male
28,193
Single
1
High School
null
21.264551
Urban
Premium
null
9
null
5
2020-07-21 15:21:39.155231
Poor
No
Weekly
Condo
1,076
15,559
24
Male
4,340
Divorced
2
PhD
Self-Employed
41.515414
Suburban
Premium
null
0
360
4
2022-01-15 15:21:39.224915
Poor
No
Daily
Apartment
1,614
15,560
51
Female
51,678
Single
0
Bachelor's
Self-Employed
50.397927
Suburban
Comprehensive
0
1
704
9
2020-11-18 15:21:39.274993
Good
No
Monthly
Condo
2,057
15,561
18
Female
9,981
Single
4
Bachelor's
Self-Employed
42.918108
Rural
Basic
null
12
669
4
2024-05-02 15:21:39.250151
Good
Yes
Weekly
House
669
15,562
19
Male
25,708
Divorced
0
High School
Self-Employed
13.734933
Suburban
Comprehensive
1
12
390
3
2020-09-04 15:21:39.091080
Poor
Yes
Monthly
Apartment
2,526
15,563
19
Female
104,763
Single
2
PhD
null
31.582284
Urban
Comprehensive
1
14
384
6
2022-06-29 15:21:39.290098
Average
No
Monthly
Apartment
2,616
15,564
20
Male
10,913
Divorced
2
High School
Self-Employed
8.958462
Suburban
Comprehensive
null
4
null
3
2021-08-13 15:21:39.172097
Average
No
Daily
Condo
591
15,565
23
Female
71,518
Divorced
1
PhD
Unemployed
20.619138
Rural
Basic
2
10
772
9
2020-07-06 15:21:39.086123
Good
Yes
Weekly
Condo
130
15,566
45
Female
28,523
Married
null
Master's
null
33.594879
Rural
Comprehensive
2
1
693
1
2020-05-19 15:21:39.237118
Average
Yes
Rarely
Condo
1,033
15,567
41
Female
14,082
Married
2
High School
Self-Employed
19.806553
Suburban
Premium
1
12
null
3
2024-03-17 15:21:39.279729
Poor
Yes
Weekly
Apartment
2,142
15,568
45
Male
70,827
Divorced
0
Master's
Employed
22.08127
Suburban
Premium
1
9
642
1
2019-12-24 15:21:39.265513
Poor
No
Weekly
Apartment
1,872
15,569
57
Male
63,852
Single
3
High School
Employed
47.591232
Suburban
Comprehensive
0
8
814
6
2019-11-28 15:21:39.121169
Average
Yes
Weekly
Apartment
301
15,570
33
Female
3,342
Married
3
High School
Self-Employed
12.447948
Urban
Premium
1
4
571
9
2023-12-28 15:21:39.237118
Poor
Yes
Weekly
Apartment
382
15,571
18
Male
36,555
Divorced
1
PhD
Unemployed
12.687639
Urban
Basic
null
0
685
2
2022-02-21 15:21:39.248098
Good
No
Weekly
Apartment
726
15,572
42
Male
44,437
Divorced
0
Master's
null
18.772788
Rural
Premium
null
15
634
5
2020-10-20 15:21:39.155231
null
No
Monthly
Condo
1,105
15,573
54
Male
26,604
Married
null
Bachelor's
Employed
14.85825
Rural
Comprehensive
0
12
494
5
2020-06-16 15:21:39.207847
Poor
Yes
Monthly
Condo
1,346
15,574
27
Female
95,439
Single
3
Bachelor's
Unemployed
25.865174
Suburban
Basic
2
2
791
8
2023-01-06 15:21:39.198406
Poor
No
Monthly
Apartment
2,787
15,575
57
Female
28,215
Single
1
High School
Unemployed
24.845572
Urban
Basic
null
4
836
9
2020-02-13 15:21:39.090124
Average
No
Weekly
House
558
15,576
22
Male
4,845
Divorced
1
Master's
Self-Employed
36.392618
Rural
Comprehensive
4
10
411
9
2021-12-04 15:21:39.123711
Good
Yes
Daily
House
615
15,577
57
Female
43,813
Married
1
Master's
Employed
41.084934
Rural
Comprehensive
0
10
684
7
2021-02-28 15:21:39.155231
Poor
No
Daily
Apartment
498
15,578
46
Male
48,363
Single
null
PhD
Self-Employed
15.017035
Suburban
Comprehensive
null
4
763
6
2020-01-31 15:21:39.247098
Good
Yes
Weekly
Condo
131
15,579
37
Male
46,285
Married
4
Master's
null
49.166577
Urban
Premium
null
2
736
7
2024-07-31 15:21:39.256696
Good
Yes
Weekly
Condo
703
15,580
28
Male
84,812
Divorced
4
Bachelor's
null
19.923215
Rural
Premium
2
17
456
4
2024-04-23 15:21:39.237118
Poor
No
Daily
Apartment
823
15,581
53
Male
35,689
Single
1
Master's
Employed
20.642378
Urban
Premium
null
0
447
3
2021-11-25 15:21:39.152732
Good
No
Rarely
Condo
2,091
15,582
47
Female
122,992
Single
1
High School
Unemployed
50.077337
Suburban
Basic
0
17
467
3
2023-07-07 15:21:39.264504
Good
No
Daily
Apartment
3,166
15,583
39
Female
71,708
null
null
PhD
Self-Employed
40.243909
Rural
Basic
null
2
null
8
2021-04-13 15:21:39.185215
null
Yes
Daily
House
574
15,584
34
Female
2,778
Single
1
PhD
Employed
37.223499
Urban
Basic
1
5
757
5
2020-09-28 15:21:39.126661
Average
Yes
Rarely
Condo
2,760
15,585
40
Female
6,815
Single
1
Bachelor's
null
19.555965
Urban
Premium
1
2
674
7
2021-05-30 15:21:39.261856
Good
No
Daily
Condo
904
15,586
28
Male
6,757
Single
null
Master's
Employed
29.457795
Suburban
Comprehensive
null
14
null
5
2023-05-26 15:21:39.279729
Good
Yes
Weekly
Condo
612
15,587
53
Male
10,046
Married
0
Bachelor's
Self-Employed
44.87914
Rural
Premium
2
14
658
2
2022-06-29 15:21:39.237118
Good
Yes
Monthly
House
1,641
15,588
18
Male
518
Married
null
High School
null
16.493945
Urban
Comprehensive
1
9
488
4
2023-12-17 15:21:39.134960
Poor
Yes
Monthly
House
2,481
15,589
41
Female
28,897
Divorced
1
PhD
null
26.719005
Rural
Premium
2
3
696
1
2020-11-14 15:21:39.276901
Average
No
Weekly
Apartment
471
15,590
50
Female
18,096
Single
1
High School
Employed
22.907954
Suburban
Premium
1
14
741
7
2022-10-03 15:21:39.237118
Average
No
Rarely
Apartment
857
15,591
44
Female
4,547
Married
1
PhD
Employed
34.158535
Urban
Premium
0
4
null
9
2024-02-07 15:21:39.192212
Good
Yes
Monthly
Apartment
28
15,592
31
Male
38,216
Single
4
PhD
Employed
28.527417
Rural
Basic
1
3
481
4
2020-09-22 15:21:39.134960
Good
Yes
Monthly
House
1,163
15,593
50
Male
null
Divorced
1
High School
Self-Employed
30.233362
Suburban
Premium
1
8
818
3
2023-12-07 15:21:39.105504
Good
No
Weekly
House
61
15,594
55
Female
1,197
Divorced
0
High School
null
30.060524
Urban
Basic
2
16
376
5
2023-10-24 15:21:39.237118
Good
No
Rarely
House
1,373
15,595
52
Male
54,967
Single
4
PhD
null
null
Urban
Basic
1
7
330
1
2021-11-12 15:21:39.237118
Good
No
Rarely
House
1,175
15,596
19
Male
44,747
Married
4
Bachelor's
Employed
33.064952
Suburban
Premium
1
14
309
9
2022-07-01 15:21:39.274993
Good
No
Daily
House
2,051
15,597
22
Male
478
Married
2
PhD
Self-Employed
9.770523
Urban
Premium
null
12
565
7
2021-12-29 15:21:39.260856
Poor
No
Daily
Apartment
2,116
15,598
53
Male
10,894
Single
2
PhD
Self-Employed
6.374831
Suburban
Basic
0
14
521
4
2021-08-07 15:21:39.259788
Poor
Yes
Daily
Condo
2,148
15,599
19
Female
116,369
Married
3
Master's
Employed
24.502046
Suburban
Premium
null
18
537
6
2023-10-31 15:21:39.182597
Good
No
Daily
House
144