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
1,194,500
56
Male
45,415
Single
0
Master's
Self-Employed
24.172475
Urban
Comprehensive
0
9
547
4
2023-06-19 15:21:39.134960
Average
No
Weekly
Condo
478
1,194,501
46
Female
18,087
Married
1
PhD
Self-Employed
34.419814
Suburban
Basic
1
17
545
6
2022-09-25 15:21:39.194829
Good
No
Rarely
House
688
1,194,502
46
Female
2,666
Divorced
4
Master's
null
29.363094
Rural
Basic
null
1
316
5
2022-09-22 15:21:39.134960
Average
No
Daily
House
33
1,194,503
27
Female
6,901
Single
1
Master's
Unemployed
31.754835
Suburban
Premium
null
16
null
5
2023-05-24 15:21:39.210805
Good
Yes
Rarely
Condo
764
1,194,504
43
Female
123,413
Single
0
Bachelor's
Unemployed
26.951239
Rural
Basic
1
8
401
1
2023-06-08 15:21:39.208842
Poor
Yes
Daily
House
1,397
1,194,505
52
Female
36,452
Divorced
4
High School
Unemployed
15.847212
Urban
Comprehensive
null
10
801
2
2021-07-29 15:21:39.278402
Poor
Yes
Rarely
Condo
534
1,194,506
57
Male
43,650
Divorced
3
PhD
Self-Employed
25.979007
Rural
Premium
null
12
307
6
2024-05-30 15:21:39.259788
Good
No
Monthly
Apartment
3,591
1,194,507
51
Male
61,430
Married
1
PhD
Unemployed
40.582812
Suburban
Basic
0
6
337
9
2023-10-02 15:21:39.233998
Average
No
Monthly
Apartment
24
1,194,508
60
Female
59,961
Single
2
Master's
null
14.553419
Rural
Premium
0
6
483
2
2020-10-04 15:21:39.237118
Average
No
Rarely
Condo
24
1,194,509
48
Female
4,740
Divorced
4
High School
null
14.054939
Urban
Basic
2
0
593
8
2020-10-10 15:21:39.122134
null
Yes
Rarely
Condo
462
1,194,510
55
Female
11,563
Divorced
3
Bachelor's
null
25.236817
Rural
Basic
2
19
417
6
2021-01-09 15:21:39.146733
Average
Yes
Monthly
Condo
2,978
1,194,511
44
Female
103,741
Single
0
PhD
Employed
20.18394
Rural
Basic
1
2
417
1
2021-03-14 15:21:39.134960
Average
No
Daily
Condo
1,437
1,194,512
44
Male
null
Single
2
PhD
Unemployed
22.184681
Suburban
Basic
1
14
565
1
2022-10-08 15:21:39.082499
Good
Yes
Monthly
Apartment
289
1,194,513
31
Male
20,370
Married
null
PhD
Self-Employed
41.812779
Suburban
Premium
0
14
null
6
2021-06-03 15:21:39.237118
Average
No
Rarely
House
735
1,194,514
64
Female
2,950
Married
3
Master's
null
34.165066
Suburban
Comprehensive
1
4
449
4
2021-12-28 15:21:39.202448
Average
No
Weekly
Condo
295
1,194,515
63
Male
934
Married
2
High School
null
14.638429
Urban
Comprehensive
0
8
null
8
2020-08-29 15:21:39.146733
Poor
Yes
Weekly
Condo
250
1,194,516
46
Female
125,581
Divorced
1
PhD
Unemployed
51.639394
Urban
Comprehensive
0
5
556
5
2020-11-17 15:21:39.172097
null
No
Rarely
Condo
1,439
1,194,517
55
Male
55,499
Divorced
4
Master's
null
15.965886
Suburban
Comprehensive
0
18
386
5
2024-03-15 15:21:39.237118
Poor
Yes
Rarely
Apartment
2,522
1,194,518
64
Female
15,255
Divorced
null
Master's
Employed
16.095823
Rural
Basic
1
18
582
2
2022-02-21 15:21:39.248098
Good
No
Daily
Apartment
2,508
1,194,519
46
Male
27,481
Divorced
4
High School
null
43.937953
Suburban
Basic
1
13
null
1
2020-03-26 15:21:39.134960
Good
No
Daily
Apartment
916
1,194,520
57
Male
54,729
Single
2
Bachelor's
null
25.613713
Urban
Basic
0
11
400
1
2020-01-07 15:21:39.084065
Good
Yes
Monthly
Condo
1,592
1,194,521
39
Female
8,072
Married
null
Bachelor's
Employed
39.944287
Rural
Comprehensive
null
10
711
2
2023-06-08 15:21:39.102694
Average
No
Monthly
House
522
1,194,522
22
Female
101,894
Divorced
1
High School
Employed
34.078793
Suburban
Basic
1
13
null
5
2020-12-11 15:21:39.170099
Poor
No
Monthly
Condo
282
1,194,523
27
Male
26
Married
null
Master's
Unemployed
20.695769
Suburban
Comprehensive
1
7
632
5
2021-12-02 15:21:39.174719
Poor
Yes
Daily
Apartment
517
1,194,524
39
Male
1,345
Divorced
4
Master's
Employed
13.916311
Urban
Comprehensive
null
11
330
2
2022-05-27 15:21:39.215386
Average
Yes
Rarely
House
1,738
1,194,525
43
Female
44,455
Single
null
PhD
Unemployed
34.186918
Urban
Comprehensive
0
16
825
1
2021-01-30 15:21:39.126661
Poor
Yes
Weekly
Apartment
724
1,194,526
null
Male
141,222
Single
1
PhD
null
34.65129
Urban
Basic
3
15
447
8
2021-11-06 15:21:39.091080
Average
Yes
Weekly
Apartment
710
1,194,527
42
Male
17,410
Divorced
4
Bachelor's
null
5.696735
Rural
Basic
1
1
517
7
2020-03-12 15:21:39.237118
null
No
Daily
House
832
1,194,528
28
Male
45,931
Single
1
Master's
null
16.979198
Urban
Premium
1
5
null
1
2021-10-25 15:21:39.285112
Good
Yes
Weekly
House
496
1,194,529
40
Male
33,803
Married
1
Bachelor's
Self-Employed
9.657024
Rural
Comprehensive
1
8
709
5
2021-06-07 15:21:39.122134
Good
Yes
Daily
Apartment
709
1,194,530
27
Female
90,913
Single
0
High School
Employed
46.08008
Urban
Basic
3
12
622
6
2023-10-04 15:21:39.133866
null
Yes
Daily
Apartment
1,867
1,194,531
64
Female
23,861
Divorced
4
Bachelor's
Employed
37.039093
Rural
Comprehensive
null
10
604
4
2022-02-02 15:21:39.226954
Good
Yes
Monthly
Apartment
676
1,194,532
46
Male
6,557
Married
4
PhD
Employed
50.851973
Rural
Comprehensive
1
5
763
7
2021-07-07 15:21:39.090124
Good
No
Rarely
House
391
1,194,533
49
Male
1,166
Divorced
0
Bachelor's
Self-Employed
40.551615
Suburban
Premium
2
15
772
5
2020-08-05 15:21:39.237118
Poor
No
Weekly
Condo
1,007
1,194,534
22
Female
3,741
Single
0
Master's
Employed
30.867401
Urban
Comprehensive
0
8
847
8
2020-11-14 15:21:39.254678
Good
Yes
Rarely
Apartment
178
1,194,535
28
Female
3,124
null
1
Master's
Self-Employed
33.647716
Rural
Premium
2
15
668
3
2022-06-13 15:21:39.147735
Average
No
Daily
House
1,117
1,194,536
18
Male
18,681
Divorced
3
High School
null
32.058649
Rural
Comprehensive
1
15
791
2
2024-03-27 15:21:39.088124
Good
Yes
Rarely
Condo
772
1,194,537
37
Male
44,100
Married
2
Bachelor's
null
9.98874
Urban
Comprehensive
0
3
780
8
2024-05-09 15:21:39.134960
Poor
Yes
Rarely
House
198
1,194,538
56
Male
64,411
Married
2
PhD
Unemployed
19.486065
Suburban
Comprehensive
0
7
468
6
2020-09-05 15:21:39.187211
Poor
Yes
Rarely
Apartment
36
1,194,539
44
Female
25,863
Single
3
High School
Employed
24.568426
Urban
Premium
0
17
644
3
2019-10-07 15:21:39.134960
Good
Yes
Weekly
House
663
1,194,540
36
Male
76,095
Divorced
1
Bachelor's
null
34.817757
Urban
Basic
2
1
327
8
2021-01-22 15:21:39.106582
Poor
No
Monthly
Condo
1,022
1,194,541
21
Female
16,641
Married
2
High School
Self-Employed
34.783867
Urban
Comprehensive
null
8
774
6
2021-09-07 15:21:39.151732
Good
No
Weekly
House
881
1,194,542
55
Female
37,149
Divorced
null
Bachelor's
Employed
38.924153
Rural
Comprehensive
2
13
null
5
2021-01-10 15:21:39.134960
Good
Yes
Monthly
House
1,128
1,194,543
29
Male
43,032
Married
2
PhD
Unemployed
46.084082
Suburban
Comprehensive
1
10
750
3
2022-09-23 15:21:39.182597
Poor
No
Weekly
Apartment
507
1,194,544
46
Male
143,552
Divorced
4
Master's
Employed
29.764769
Urban
Comprehensive
1
18
778
6
2022-09-06 15:21:39.272456
Good
Yes
Weekly
House
180
1,194,545
55
Male
21,144
Divorced
3
Bachelor's
Unemployed
10.449957
Rural
Premium
0
17
744
6
2020-07-22 15:21:39.219432
Good
No
Rarely
Condo
211
1,194,546
55
Female
90,198
Divorced
null
High School
Unemployed
52.716783
Urban
Comprehensive
0
13
612
8
2020-03-10 15:21:39.237118
null
Yes
Monthly
Apartment
1,143
1,194,547
42
Male
74,070
Single
3
High School
Unemployed
25.664898
Suburban
Premium
0
16
431
9
2021-06-27 15:21:39.096739
Average
Yes
Monthly
Apartment
1,326
1,194,548
null
Male
20,572
Single
4
Bachelor's
null
40.458948
Suburban
Premium
0
12
null
5
2020-08-27 15:21:39.206847
null
Yes
Monthly
House
448
1,194,549
37
Female
7,092
Divorced
1
Master's
null
34.947891
Urban
Comprehensive
null
8
644
3
2020-03-08 15:21:39.094752
Poor
Yes
Rarely
House
100
1,194,550
43
Female
6,801
Divorced
2
Master's
Unemployed
22.053821
Urban
Comprehensive
3
19
null
9
2022-02-12 15:21:39.179186
Good
Yes
Monthly
Apartment
1,028
1,194,551
51
Male
null
Single
2
Master's
Employed
18.122019
Urban
Premium
null
9
null
9
2022-04-07 15:21:39.134960
Good
No
Rarely
Condo
96
1,194,552
21
Female
13,694
Married
2
Bachelor's
null
36.817385
Urban
Basic
1
6
344
9
2021-10-23 15:21:39.285112
Poor
No
Rarely
Condo
538
1,194,553
49
Male
null
Married
4
PhD
Self-Employed
5.938862
Urban
Basic
0
10
437
5
2021-05-19 15:21:39.181605
Average
Yes
Daily
House
95
1,194,554
19
Male
2,824
Married
4
PhD
null
28.182093
Rural
Premium
1
18
822
7
2021-09-21 15:21:39.246098
Average
Yes
Weekly
Apartment
2,363
1,194,555
53
Male
32,599
Single
1
Bachelor's
Unemployed
12.529612
Urban
Comprehensive
null
17
450
6
2022-07-28 15:21:39.097737
Average
No
Weekly
House
639
1,194,556
52
Female
115,677
Divorced
null
High School
Employed
44.505061
Rural
Premium
null
8
695
9
2022-12-25 15:21:39.272456
Good
No
Daily
Apartment
141
1,194,557
20
Female
2,560
Married
0
PhD
null
29.904385
Suburban
Comprehensive
null
6
565
8
2022-06-19 15:21:39.271453
Average
No
Monthly
Condo
119
1,194,558
64
Male
54,959
Married
2
High School
Unemployed
37.834102
Urban
Premium
null
18
null
6
2022-12-05 15:21:39.174719
Poor
No
Weekly
Apartment
75
1,194,559
58
Female
46,924
Single
1
Master's
Unemployed
12.597583
Rural
Basic
1
13
581
1
2020-05-18 15:21:39.191219
Good
No
Monthly
Apartment
341
1,194,560
58
Male
16,787
Single
1
Bachelor's
Unemployed
29.723191
Urban
Comprehensive
2
2
549
8
2021-11-18 15:21:39.132191
null
Yes
Rarely
Apartment
646
1,194,561
29
Male
38,814
Divorced
null
High School
null
27.566227
Urban
Basic
null
3
681
3
2020-09-08 15:21:39.134960
Average
Yes
Daily
Apartment
1,266
1,194,562
44
Female
34,244
Single
0
Master's
null
13.95812
Rural
Basic
2
8
null
2
2020-11-22 15:21:39.148733
Good
No
Rarely
House
478
1,194,563
61
Male
4,894
Married
2
High School
null
34.268976
Urban
Basic
2
0
791
1
2020-02-17 15:21:39.151732
null
No
Rarely
House
618
1,194,564
35
Male
5,877
Single
1
High School
Unemployed
40.267981
Rural
Basic
0
19
622
1
2023-02-02 15:21:39.113566
null
Yes
Weekly
House
543
1,194,565
35
Female
86,674
Married
null
Master's
null
43.68011
Suburban
Premium
2
8
null
4
2023-03-22 15:21:39.155231
Good
Yes
Rarely
Condo
2,671
1,194,566
47
Male
3,694
Married
2
PhD
Unemployed
19.135009
Urban
Comprehensive
null
10
801
4
2022-07-17 15:21:39.194829
Average
No
Monthly
Condo
60
1,194,567
64
Female
16,888
Married
0
Bachelor's
Unemployed
35.501799
Suburban
Premium
2
6
743
2
2023-10-20 15:21:39.190215
Good
Yes
Monthly
Apartment
603
1,194,568
21
Male
19,598
Divorced
3
Bachelor's
Unemployed
16.904222
Suburban
Premium
0
18
529
7
2024-05-03 15:21:39.134960
Good
Yes
Monthly
House
1,959
1,194,569
22
Female
79,159
Single
null
PhD
Employed
21.639604
Urban
Basic
null
16
441
3
2022-05-29 15:21:39.237118
Average
No
Weekly
House
369
1,194,570
57
Female
54,482
null
null
PhD
null
14.084702
Suburban
Premium
null
19
null
8
2022-06-25 15:21:39.155231
Poor
No
Rarely
House
4,452
1,194,571
33
Female
34,116
Divorced
3
Bachelor's
Unemployed
null
Urban
Premium
null
8
572
7
2020-02-25 15:21:39.125660
Good
Yes
Weekly
Condo
659
1,194,572
28
Male
80,402
Divorced
3
Bachelor's
Self-Employed
19.908571
Urban
Comprehensive
null
11
481
2
2024-05-17 15:21:39.115178
Good
No
Daily
Apartment
2,379
1,194,573
31
Male
14,069
Married
3
PhD
Unemployed
8.927562
Urban
Basic
1
17
704
9
2022-04-26 15:21:39.204790
Good
Yes
Rarely
Condo
485
1,194,574
48
Male
4,531
Divorced
0
PhD
Employed
6.886405
Urban
Premium
3
2
null
7
2023-02-19 15:21:39.258696
Poor
Yes
Rarely
Condo
87
1,194,575
40
Male
24,595
Divorced
4
PhD
Employed
24.425327
Urban
Premium
1
3
685
3
2021-06-11 15:21:39.134960
Poor
Yes
Weekly
Apartment
569
1,194,576
33
Male
1,077
Divorced
1
Bachelor's
Self-Employed
31.764145
Suburban
Premium
0
19
607
2
2022-08-29 15:21:39.147735
null
No
Daily
Condo
2,717
1,194,577
36
Male
711
Divorced
1
PhD
Self-Employed
13.844272
Rural
Basic
null
16
586
8
2023-04-10 15:21:39.096739
Poor
Yes
Weekly
Apartment
177
1,194,578
61
Male
17,001
Single
4
PhD
Employed
18.33709
Suburban
Premium
null
7
699
5
2022-04-23 15:21:39.177724
null
Yes
Weekly
House
1,215
1,194,579
20
Female
45,348
Single
1
Master's
Self-Employed
17.156462
Rural
Basic
null
1
558
1
2023-01-26 15:21:39.231531
Average
No
Daily
House
814
1,194,580
28
Female
24,009
Single
4
Master's
null
41.168889
Suburban
Comprehensive
null
2
727
5
2021-03-02 15:21:39.134960
Good
Yes
Rarely
House
1,332
1,194,581
42
Male
5,894
Single
0
PhD
Unemployed
20.274807
Rural
Basic
1
2
704
9
2022-06-26 15:21:39.237118
null
Yes
Weekly
Apartment
709
1,194,582
40
Male
5,899
Single
1
Master's
null
16.061179
Rural
Comprehensive
null
8
557
1
2021-10-25 15:21:39.237118
Poor
No
Daily
Apartment
4,082
1,194,583
25
Male
16,694
Married
4
Bachelor's
null
36.718925
Rural
Premium
0
2
null
1
2024-05-20 15:21:39.179186
Good
No
Rarely
Condo
51
1,194,584
64
Female
43,936
Divorced
4
PhD
null
32.876276
Suburban
Premium
2
16
751
7
2021-03-15 15:21:39.134960
Good
No
Monthly
Apartment
981
1,194,585
23
Female
40,327
Married
0
Bachelor's
Self-Employed
21.567803
Urban
Basic
null
13
816
3
2019-09-23 15:21:39.114118
Poor
No
Weekly
Condo
496
1,194,586
26
Female
9,087
Divorced
0
Master's
null
6.410316
Urban
Comprehensive
1
9
647
5
2021-08-06 15:21:39.134960
Average
Yes
Rarely
Condo
669
1,194,587
35
Female
3,698
Single
4
Bachelor's
null
34.73493
Urban
Comprehensive
1
3
449
9
2024-06-14 15:21:39.155231
Poor
No
Monthly
House
761
1,194,588
29
Female
58,945
Single
3
PhD
Unemployed
null
Suburban
Basic
null
1
313
7
2022-09-23 15:21:39.094752
Average
No
Weekly
Condo
569
1,194,589
62
Male
23,142
Single
4
PhD
Unemployed
33.726884
Urban
Basic
2
0
501
8
2023-11-21 15:21:39.122134
Poor
Yes
Rarely
Condo
2,268
1,194,590
53
Female
53,375
Divorced
3
Bachelor's
Self-Employed
25.859239
Suburban
Comprehensive
null
10
310
4
2024-08-01 15:21:39.134960
null
No
Daily
Apartment
657
1,194,591
57
Female
82,989
Single
2
High School
Unemployed
5.936644
Suburban
Comprehensive
2
11
643
2
2020-12-30 15:21:39.237118
Average
No
Rarely
Apartment
228
1,194,592
21
Female
91,872
Divorced
1
Master's
Unemployed
51.697596
Suburban
Basic
1
11
441
8
2022-05-23 15:21:39.147735
null
Yes
Weekly
Apartment
2,902
1,194,593
60
Female
7,202
Divorced
null
PhD
Unemployed
10.839434
Urban
Comprehensive
1
17
735
7
2021-11-12 15:21:39.252145
Average
No
Rarely
Condo
952
1,194,594
26
Male
124,821
Divorced
2
Master's
null
40.791346
Suburban
Comprehensive
2
1
834
2
2019-11-04 15:21:39.206847
Good
Yes
Rarely
Apartment
23
1,194,595
29
Female
103,460
Divorced
4
High School
Self-Employed
13.703128
Suburban
Basic
1
8
506
7
2023-11-18 15:21:39.250151
Poor
Yes
Daily
Condo
2,447
1,194,596
40
Male
103,063
Divorced
null
PhD
Employed
45.606066
Rural
Basic
0
10
342
7
2020-08-18 15:21:39.081504
Poor
Yes
Rarely
House
683
1,194,597
52
Female
13,991
Married
1
Master's
null
33.642475
Suburban
Premium
1
14
645
8
2019-09-30 15:21:39.151732
Average
Yes
Monthly
Condo
1,595
1,194,598
40
Female
17,563
Single
1
Bachelor's
null
20.085819
Suburban
Comprehensive
2
0
758
4
2021-11-16 15:21:39.099739
null
No
Monthly
House
1,076
1,194,599
21
Female
3,523
Married
3
PhD
Unemployed
13.859232
Rural
Premium
0
18
812
9
2019-09-01 15:21:39.173834
Average
Yes
Monthly
House
2,166