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
1,172,500
63
Female
19,328
Single
4
PhD
null
30.955294
Rural
Basic
1
16
457
5
2020-03-31 15:21:39.107553
Average
Yes
Rarely
Condo
1,613
1,172,501
60
Male
13,982
Married
4
High School
null
25.880076
Suburban
Premium
null
5
463
1
2023-10-10 15:21:39.192212
Poor
No
Daily
House
654
1,172,502
63
Female
32,675
Single
4
Master's
Employed
43.611151
Rural
Basic
null
17
385
7
2021-09-12 15:21:39.272456
Good
Yes
Weekly
Apartment
2,601
1,172,503
38
Male
18,594
Divorced
4
Bachelor's
null
40.965345
Suburban
Comprehensive
1
14
483
5
2023-11-16 15:21:39.155231
Poor
Yes
Rarely
Condo
1,822
1,172,504
48
Female
8,520
Single
0
Bachelor's
Self-Employed
29.369958
Rural
Comprehensive
1
4
438
1
2022-04-15 15:21:39.268507
Average
No
Rarely
Condo
105
1,172,505
21
Male
1,564
Single
0
Bachelor's
Employed
17.007819
Suburban
Premium
null
6
312
5
2019-10-04 15:21:39.087123
Good
No
Rarely
Apartment
495
1,172,506
21
Male
2,908
Divorced
1
High School
Self-Employed
25.977171
Suburban
Premium
0
1
819
4
2022-06-29 15:21:39.101733
null
No
Weekly
House
1,055
1,172,507
56
Female
46,861
Divorced
4
PhD
Self-Employed
39.092246
Rural
Comprehensive
null
4
359
1
2019-09-08 15:21:39.126661
Poor
No
Rarely
House
1,327
1,172,508
48
Male
71,458
Single
4
PhD
Self-Employed
37.868487
Urban
Comprehensive
null
2
728
6
2022-07-27 15:21:39.244069
null
Yes
Weekly
House
2,585
1,172,509
54
Female
35,796
Divorced
2
Master's
Unemployed
28.633308
Rural
Basic
1
2
735
7
2020-04-28 15:21:39.155231
Good
Yes
Monthly
Apartment
745
1,172,510
18
Female
143,921
Divorced
null
Master's
Employed
46.022316
Suburban
Premium
null
7
452
9
2024-08-05 15:21:39.108562
Poor
No
Monthly
House
703
1,172,511
44
Male
6,839
Divorced
0
Master's
Employed
18.456956
Suburban
Premium
1
13
831
3
2019-10-10 15:21:39.248098
null
Yes
Daily
Apartment
643
1,172,512
null
Male
43,927
Single
null
Bachelor's
null
28.144038
Rural
Premium
2
11
619
2
2022-11-23 15:21:39.271453
Poor
No
Rarely
Apartment
1,311
1,172,513
28
Male
13,121
Married
4
Master's
Employed
36.996738
Suburban
Premium
1
11
593
3
2020-11-22 15:21:39.253660
Good
Yes
Daily
Condo
553
1,172,514
24
Female
11,235
Single
2
Bachelor's
Employed
16.827258
Suburban
Basic
0
15
344
1
2023-04-29 15:21:39.219432
Good
Yes
Daily
Condo
471
1,172,515
22
Female
45,065
Married
1
Master's
Unemployed
20.414639
Rural
Premium
0
3
658
3
2022-07-20 15:21:39.126661
null
Yes
Weekly
House
818
1,172,516
36
Male
11,980
Divorced
4
PhD
Unemployed
null
Urban
Comprehensive
1
6
841
5
2021-11-15 15:21:39.261856
Poor
Yes
Rarely
Condo
476
1,172,517
61
Male
4,825
Married
1
High School
Employed
21.695849
Urban
Comprehensive
2
1
578
9
2024-05-05 15:21:39.155231
Poor
Yes
Monthly
Condo
36
1,172,518
20
Male
16,077
Divorced
0
PhD
null
null
Rural
Premium
0
2
null
4
2021-03-09 15:21:39.250151
Good
Yes
Monthly
Condo
1,807
1,172,519
25
Male
5,116
Married
null
PhD
null
49.056157
Urban
Comprehensive
null
11
454
1
2022-09-24 15:21:39.182597
Average
Yes
Monthly
Apartment
606
1,172,520
62
Male
108,755
Single
0
Master's
null
31.717158
Rural
Basic
null
3
537
2
2019-08-23 15:21:39.237118
Good
Yes
Weekly
House
193
1,172,521
60
Male
52,239
Married
0
Master's
Self-Employed
47.705018
Rural
Basic
3
15
456
1
2022-11-04 15:21:39.122134
Average
Yes
Rarely
House
1,052
1,172,522
29
Female
8,096
Married
0
High School
Unemployed
18.95768
Suburban
Comprehensive
1
11
null
1
2021-09-12 15:21:39.252145
Average
Yes
Weekly
Apartment
1,757
1,172,523
26
Female
63,930
Married
3
Bachelor's
Unemployed
13.488832
Urban
Basic
null
5
557
9
2020-09-01 15:21:39.155231
Average
Yes
Daily
House
128
1,172,524
38
Female
24,733
Single
0
Bachelor's
null
40.717598
Suburban
Premium
null
6
551
3
2023-01-01 15:21:39.130190
Poor
Yes
Weekly
Apartment
2,089
1,172,525
33
Male
16,063
Divorced
4
Master's
Unemployed
5.879711
Suburban
Premium
0
17
605
8
2021-06-02 15:21:39.175719
Good
No
Rarely
Apartment
39
1,172,526
22
Male
39,000
Single
3
Bachelor's
Unemployed
31.879542
Suburban
Comprehensive
0
19
630
4
2023-10-05 15:21:39.226954
Good
Yes
Monthly
Apartment
2,607
1,172,527
34
Female
2,867
Single
1
Bachelor's
null
13.52728
Rural
Premium
2
3
556
2
2024-07-11 15:21:39.134960
Good
No
Daily
House
1,345
1,172,528
22
Female
1,526
Single
3
PhD
null
37.290874
Rural
Basic
0
9
757
5
2023-03-06 15:21:39.185215
Poor
Yes
Rarely
House
2,686
1,172,529
33
Male
2,714
Divorced
1
Bachelor's
null
17.317434
Suburban
Comprehensive
null
8
556
8
2019-09-08 15:21:39.155231
Average
No
Rarely
House
522
1,172,530
22
Male
2,954
Married
3
PhD
null
14.611495
Suburban
Premium
2
4
607
1
2020-01-14 15:21:39.188220
Average
No
Rarely
Apartment
825
1,172,531
33
Male
null
Single
2
PhD
null
30.488901
Suburban
Premium
null
12
761
8
2022-04-25 15:21:39.134960
Average
Yes
Daily
Condo
126
1,172,532
49
Male
45,637
Single
3
High School
Self-Employed
27.492911
Rural
Basic
null
2
645
5
2021-10-02 15:21:39.244069
Average
No
Daily
Apartment
514
1,172,533
34
Female
36,006
Married
3
PhD
Self-Employed
31.85871
Urban
Premium
1
6
543
6
2020-05-07 15:21:39.134960
Average
No
Daily
Condo
798
1,172,534
57
Male
17,512
Divorced
null
Bachelor's
Unemployed
20.178962
Suburban
Premium
1
13
315
4
2021-10-05 15:21:39.226954
Poor
Yes
Weekly
House
1,365
1,172,535
27
Female
2,211
Single
1
Master's
Unemployed
33.964266
Urban
Premium
1
0
628
1
2020-05-14 15:21:39.111551
Poor
Yes
Weekly
House
112
1,172,536
null
Female
61,017
Single
3
Master's
Employed
20.926359
Rural
Basic
3
5
null
5
2022-03-15 15:21:39.134960
Good
No
Daily
Condo
81
1,172,537
59
Female
2,560
Divorced
2
Master's
Employed
12.827475
Rural
Premium
null
4
842
7
2024-01-17 15:21:39.218388
Good
Yes
Rarely
Condo
3,923
1,172,538
43
Female
769
Single
4
Bachelor's
Self-Employed
39.944444
Rural
Premium
null
14
785
7
2023-01-18 15:21:39.134960
null
No
Monthly
Condo
612
1,172,539
32
Male
2,746
Married
2
Bachelor's
Self-Employed
27.660194
Rural
Comprehensive
0
16
694
6
2023-09-14 15:21:39.246098
null
No
Weekly
Apartment
45
1,172,540
21
Male
39,501
Married
1
Master's
null
13.484844
Urban
Premium
null
6
718
4
2020-02-18 15:21:39.272456
Poor
No
Rarely
Apartment
855
1,172,541
44
Male
22,036
Divorced
1
High School
Self-Employed
8.247081
Suburban
Premium
null
15
772
1
2022-01-30 15:21:39.110557
Good
Yes
Monthly
House
1,272
1,172,542
52
Female
29,377
Married
0
Bachelor's
null
18.34689
Rural
Basic
0
3
607
4
2020-12-15 15:21:39.121169
Good
Yes
Monthly
House
784
1,172,543
58
Male
51,620
Single
4
PhD
Employed
19.918472
Rural
Premium
2
19
722
2
2020-10-14 15:21:39.213373
Average
Yes
Weekly
Condo
3,116
1,172,544
44
Male
3,997
Married
4
PhD
Unemployed
22.174512
Urban
Premium
0
15
522
9
2020-09-17 15:21:39.191219
Poor
No
Weekly
Condo
3,274
1,172,545
null
Male
59,720
Married
4
Bachelor's
Self-Employed
9.929304
Urban
Basic
1
6
308
1
2024-02-24 15:21:39.272456
Average
No
Rarely
Condo
1,201
1,172,546
null
Female
26,962
Married
1
PhD
Unemployed
45.992984
Suburban
Premium
0
9
814
2
2019-12-27 15:21:39.274993
Poor
Yes
Weekly
Condo
1,034
1,172,547
64
Female
28,603
Single
0
High School
Unemployed
4.136726
Suburban
Comprehensive
2
12
739
4
2020-05-09 15:21:39.237118
Good
Yes
Monthly
Condo
2,320
1,172,548
59
Female
26,292
Divorced
2
Master's
Unemployed
27.829164
Urban
Premium
null
19
739
7
2021-08-09 15:21:39.192212
null
No
Monthly
Apartment
1,438
1,172,549
21
Male
26,983
Divorced
4
PhD
Self-Employed
46.839294
Suburban
Comprehensive
2
1
805
8
2021-07-05 15:21:39.122134
Good
Yes
Weekly
Condo
1,609
1,172,550
57
Female
57,473
Married
2
Bachelor's
Self-Employed
41.944301
Rural
Comprehensive
0
10
381
5
2019-11-05 15:21:39.091080
Good
No
Weekly
House
792
1,172,551
39
Female
32,273
Divorced
4
High School
Employed
25.812579
Rural
Basic
0
6
738
9
2021-08-07 15:21:39.225916
Good
No
Monthly
Condo
84
1,172,552
59
Male
43,715
Married
4
Bachelor's
Employed
35.982321
Suburban
Comprehensive
1
1
688
8
2024-08-02 15:21:39.274993
Average
No
Weekly
Condo
20
1,172,553
25
Female
null
Divorced
1
Bachelor's
null
26.490943
Suburban
Premium
3
8
699
8
2020-03-18 15:21:39.105504
Average
No
Rarely
Apartment
24
1,172,554
30
Male
26,360
Single
4
High School
Employed
20.923351
Suburban
Premium
0
18
818
3
2022-06-29 15:21:39.097737
Good
Yes
Weekly
House
295
1,172,555
34
Female
37,652
Married
0
Master's
Unemployed
29.766145
Suburban
Basic
2
14
619
9
2024-07-05 15:21:39.134960
Average
No
Monthly
House
393
1,172,556
21
Male
10,127
Married
0
Bachelor's
Employed
38.813719
Rural
Premium
null
18
480
8
2023-06-13 15:21:39.267454
Poor
Yes
Rarely
House
3,437
1,172,557
27
Female
86,458
Married
2
Master's
Employed
43.913904
Suburban
Basic
1
14
838
5
2024-06-07 15:21:39.289099
Average
No
Monthly
Apartment
258
1,172,558
30
Male
3,810
Divorced
1
Master's
Employed
20.811015
Suburban
Comprehensive
1
7
690
1
2019-11-18 15:21:39.237118
Good
No
Rarely
House
813
1,172,559
23
Male
5,874
Divorced
2
High School
null
30.605918
Suburban
Comprehensive
2
1
709
8
2022-08-04 15:21:39.196387
Good
No
Daily
Condo
2,638
1,172,560
23
Male
2,315
Single
3
Master's
null
36.977381
Suburban
Comprehensive
null
10
437
8
2023-04-20 15:21:39.252145
Good
Yes
Weekly
Condo
1,267
1,172,561
19
Female
20,285
Single
4
PhD
null
20.817963
Suburban
Premium
2
18
562
6
2023-05-22 15:21:39.146733
Good
Yes
Weekly
House
1,449
1,172,562
21
Male
49,732
Single
2
PhD
Unemployed
18.810934
Suburban
Basic
null
14
310
1
2023-02-07 15:21:39.119168
Good
Yes
Daily
Condo
744
1,172,563
58
Male
15,861
Divorced
0
PhD
null
27.829241
Rural
Basic
1
14
528
7
2020-06-02 15:21:39.244069
Good
Yes
Rarely
House
1,122
1,172,564
62
Male
15,870
Divorced
2
Master's
Self-Employed
9.979613
Suburban
Premium
1
12
424
1
2022-08-19 15:21:39.097737
Good
No
Rarely
Condo
3,240
1,172,565
22
Female
12,073
Divorced
4
PhD
null
21.097977
Rural
Comprehensive
null
4
463
2
2024-08-06 15:21:39.134960
null
No
Daily
Condo
1,707
1,172,566
54
Male
18,791
Divorced
3
PhD
Self-Employed
3.125632
Urban
Basic
null
3
587
5
2022-09-02 15:21:39.252145
Average
Yes
Daily
House
2,851
1,172,567
19
Male
8,094
Married
2
PhD
null
25.390418
Rural
Basic
null
2
652
3
2023-07-02 15:21:39.134960
Average
Yes
Daily
Apartment
1,604
1,172,568
49
Female
3,440
null
2
High School
Employed
12.270611
Urban
Comprehensive
4
10
802
6
2021-05-07 15:21:39.237118
Poor
No
Rarely
Apartment
1,072
1,172,569
37
Female
48,344
Married
1
Bachelor's
Employed
23.395886
Urban
Premium
1
8
402
5
2021-10-16 15:21:39.155231
Good
No
Rarely
House
61
1,172,570
null
Female
17,091
Divorced
4
High School
Self-Employed
17.724422
Suburban
Basic
null
8
738
9
2020-04-16 15:21:39.155231
Poor
No
Monthly
Condo
788
1,172,571
46
Male
40,608
Divorced
0
Bachelor's
null
13.739707
Urban
Basic
null
4
632
8
2022-05-19 15:21:39.155231
Average
Yes
Rarely
Condo
1,042
1,172,572
55
Male
127,585
Single
3
Bachelor's
Employed
29.936153
Urban
Comprehensive
0
3
null
5
2023-03-21 15:21:39.126661
Poor
Yes
Daily
Condo
282
1,172,573
50
Female
32,383
Single
2
PhD
Self-Employed
17.927767
Urban
Basic
1
10
789
6
2019-11-04 15:21:39.230483
Good
Yes
Rarely
Apartment
586
1,172,574
29
Male
71,030
Single
1
Master's
null
23.788457
Urban
Premium
2
9
342
7
2020-09-11 15:21:39.123711
Poor
No
Monthly
Apartment
1,091
1,172,575
36
Female
1,476
Single
4
High School
Unemployed
33.874233
Urban
Basic
0
4
502
9
2023-09-29 15:21:39.134960
Poor
Yes
Rarely
Apartment
2,579
1,172,576
31
Female
7,087
Single
2
Bachelor's
Self-Employed
18.012466
Urban
Comprehensive
0
10
401
1
2022-05-20 15:21:39.148733
Poor
No
Monthly
House
538
1,172,577
19
Female
2,762
Single
1
High School
Self-Employed
null
Suburban
Premium
0
11
628
2
2023-03-11 15:21:39.155231
Poor
Yes
Daily
Apartment
1,795
1,172,578
28
Female
42,092
Single
4
Bachelor's
Unemployed
37.624523
Urban
Comprehensive
null
2
357
4
2023-03-28 15:21:39.097737
Poor
No
Daily
House
604
1,172,579
32
Female
66,860
Divorced
1
Master's
Employed
14.245664
Rural
Comprehensive
0
18
672
5
2019-12-20 15:21:39.087123
null
Yes
Weekly
Condo
23
1,172,580
50
Female
42,611
Married
null
Master's
Employed
40.772897
Urban
Basic
3
1
null
5
2019-10-05 15:21:39.181605
Poor
No
Rarely
Condo
438
1,172,581
31
Male
25,582
Single
0
PhD
Unemployed
20.879731
Urban
Premium
1
15
626
4
2021-11-24 15:21:39.215386
Average
No
Rarely
House
813
1,172,582
31
Female
2,094
Divorced
3
High School
Self-Employed
17.869
Urban
Premium
1
16
761
7
2023-06-08 15:21:39.134960
Poor
Yes
Rarely
Condo
161
1,172,583
30
Male
39,766
Single
4
Master's
null
null
Urban
Basic
null
15
584
8
2022-07-12 15:21:39.207847
Poor
No
Weekly
House
991
1,172,584
36
Female
43,164
Married
0
PhD
Unemployed
37.137095
Suburban
Basic
0
10
836
7
2021-02-27 15:21:39.155231
Good
No
Daily
House
661
1,172,585
34
Female
114,615
Single
4
High School
Self-Employed
14.88382
Urban
Premium
4
5
764
7
2021-11-23 15:21:39.143708
Poor
No
Daily
Condo
3,153
1,172,586
34
Male
11,361
Single
3
Bachelor's
Unemployed
32.846236
Suburban
Basic
3
2
null
2
2020-11-09 15:21:39.191219
Poor
No
Daily
House
1,092
1,172,587
26
Male
2,744
Married
1
Master's
Self-Employed
22.764174
Suburban
Premium
0
0
null
3
2024-01-12 15:21:39.134960
Good
Yes
Weekly
Apartment
2,228
1,172,588
42
Female
20,571
Single
4
PhD
Self-Employed
26.650019
Suburban
Premium
1
4
807
2
2022-09-23 15:21:39.231531
Good
Yes
Daily
House
882
1,172,589
40
Female
19,987
Single
null
PhD
null
37.187411
Urban
Basic
1
1
603
5
2020-10-03 15:21:39.088124
Poor
No
Monthly
Condo
224
1,172,590
39
Male
9,182
Divorced
1
High School
Employed
32.477733
Urban
Premium
1
14
504
9
2022-06-28 15:21:39.107553
Good
Yes
Rarely
Apartment
431
1,172,591
43
Female
11,910
Divorced
3
PhD
Unemployed
31.946504
Suburban
Comprehensive
2
6
564
7
2020-09-02 15:21:39.201446
Average
No
Weekly
Apartment
1,032
1,172,592
19
Male
43,337
Married
3
High School
Unemployed
33.939824
Rural
Premium
null
7
795
4
2021-09-17 15:21:39.289099
Good
Yes
Rarely
Condo
2,248
1,172,593
58
Female
null
Divorced
4
Master's
Self-Employed
28.818232
Rural
Premium
null
1
791
5
2022-05-31 15:21:39.254678
Good
Yes
Monthly
Condo
97
1,172,594
null
Female
27,383
Divorced
1
PhD
Employed
44.608838
Rural
Basic
2
17
783
4
2021-05-13 15:21:39.106582
Good
No
Weekly
Condo
1,072
1,172,595
35
Male
16,079
Single
0
Master's
Employed
13.734933
Suburban
Basic
1
9
390
2
2020-09-19 15:21:39.225916
Good
Yes
Rarely
House
905
1,172,596
26
Male
4,532
Married
2
High School
Unemployed
21.936956
Suburban
Comprehensive
0
11
823
5
2022-09-14 15:21:39.176717
null
Yes
Daily
Apartment
1,055
1,172,597
52
Male
39,658
Married
2
Master's
Unemployed
29.512918
Urban
Basic
null
7
644
1
2020-07-27 15:21:39.274993
Good
Yes
Weekly
House
748
1,172,598
22
Male
1,099
Married
1
PhD
Employed
null
Urban
Basic
0
8
784
6
2019-12-07 15:21:39.134960
Average
Yes
Monthly
House
671
1,172,599
53
Female
122,970
Single
0
PhD
null
31.443573
Rural
Basic
1
17
394
4
2020-07-22 15:21:39.180553
Good
Yes
Weekly
Apartment
1,558