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
1,159,500
19
Male
19,045
Divorced
4
High School
Unemployed
27.465934
Rural
Comprehensive
null
11
null
2
2022-08-15 15:21:39.253660
Good
Yes
Rarely
Apartment
642
1,159,501
47
Male
3,649
Single
3
Bachelor's
Employed
3.254527
Urban
Basic
1
9
508
8
2023-01-06 15:21:39.123711
Average
No
Weekly
House
688
1,159,502
27
Male
60,750
Divorced
0
Master's
null
36.2024
Urban
Comprehensive
2
11
483
4
2024-02-27 15:21:39.101733
Poor
No
Weekly
House
393
1,159,503
41
Female
26,101
Married
3
Bachelor's
null
21.865894
Rural
Premium
0
3
null
2
2020-02-10 15:21:39.197445
Good
No
Daily
Apartment
2,106
1,159,504
20
Male
59,776
Divorced
1
Bachelor's
Self-Employed
52.847088
Urban
Basic
2
8
null
5
2020-02-27 15:21:39.187211
Average
No
Weekly
House
1,305
1,159,505
62
Male
124,264
Married
2
High School
Employed
4.693317
Suburban
Comprehensive
1
17
328
7
2021-10-09 15:21:39.236064
Average
No
Weekly
Apartment
237
1,159,506
53
Female
689
Married
2
Master's
Unemployed
null
Suburban
Basic
2
12
778
8
2020-08-21 15:21:39.194829
Average
Yes
Monthly
Apartment
1,639
1,159,507
33
Male
2,037
Divorced
2
Bachelor's
Self-Employed
19.179957
Suburban
Comprehensive
0
10
588
6
2019-11-30 15:21:39.267454
null
Yes
Weekly
Apartment
2,135
1,159,508
53
Female
5,034
Divorced
2
High School
null
21.49227
Suburban
Premium
2
1
679
1
2022-03-25 15:21:39.266452
Average
Yes
Weekly
House
645
1,159,509
41
Male
14,501
Married
0
High School
Self-Employed
19.062062
Suburban
Basic
1
2
758
3
2021-08-08 15:21:39.134960
Average
No
Monthly
Condo
569
1,159,510
58
Female
null
Single
3
PhD
Unemployed
15.514729
Suburban
Basic
3
17
490
3
2020-09-09 15:21:39.259788
Good
No
Daily
Apartment
260
1,159,511
21
Female
70,610
Married
1
Master's
Self-Employed
19.772814
Suburban
Premium
2
19
362
1
2021-08-18 15:21:39.230483
Poor
Yes
Rarely
House
886
1,159,512
29
Male
40,978
Married
4
Bachelor's
null
30.957296
Urban
Premium
null
18
551
9
2021-11-07 15:21:39.171102
Good
No
Daily
Apartment
1,215
1,159,513
62
Female
44,770
Single
0
Master's
Employed
35.749421
Rural
Premium
null
14
718
3
2020-12-27 15:21:39.177724
Poor
No
Rarely
Condo
1,013
1,159,514
59
Female
51,938
Divorced
3
Bachelor's
null
9.907753
Rural
Comprehensive
0
0
493
5
2020-12-18 15:21:39.091080
Good
Yes
Weekly
House
49
1,159,515
22
Male
82,751
Divorced
1
Bachelor's
null
49.873889
Urban
Premium
1
11
310
7
2023-06-17 15:21:39.155231
Good
No
Monthly
House
703
1,159,516
54
Male
38,335
Single
3
PhD
null
16.55477
Urban
Basic
1
15
null
7
2019-11-01 15:21:39.172097
Poor
No
Daily
House
1,246
1,159,517
18
Male
7,991
Divorced
4
PhD
Self-Employed
21.08719
Rural
Premium
0
19
561
6
2021-02-11 15:21:39.134960
Poor
No
Monthly
Condo
597
1,159,518
56
Male
9,258
Single
0
High School
Employed
30.142484
Urban
Basic
null
8
567
7
2021-03-01 15:21:39.185215
Good
No
Monthly
House
1,898
1,159,519
23
Female
14,062
Married
3
High School
Unemployed
15.05655
Rural
Comprehensive
null
8
null
8
2024-06-17 15:21:39.254678
Average
No
Rarely
Condo
541
1,159,520
39
Male
7,569
Divorced
3
Bachelor's
null
31.057675
Urban
Premium
null
11
692
3
2021-10-09 15:21:39.134960
null
Yes
Weekly
Condo
229
1,159,521
38
Female
56,544
Married
4
Bachelor's
Unemployed
53.17921
Urban
Basic
3
2
null
5
2023-08-28 15:21:39.218388
Good
Yes
Rarely
Condo
493
1,159,522
45
Female
121,815
Single
1
PhD
Employed
9.812746
Rural
Basic
null
6
417
7
2022-12-13 15:21:39.149731
Good
No
Monthly
Apartment
679
1,159,523
43
Female
29,036
Married
1
Master's
Self-Employed
34.383522
Urban
Basic
null
15
693
4
2023-12-22 15:21:39.206847
Average
No
Weekly
House
471
1,159,524
30
Female
66,783
Single
0
PhD
null
22.534321
Urban
Comprehensive
null
16
352
1
2023-12-31 15:21:39.290098
Good
No
Rarely
Condo
1,752
1,159,525
19
Male
54,514
Single
3
Master's
Self-Employed
40.517224
Urban
Premium
null
10
427
3
2020-03-22 15:21:39.091080
Good
Yes
Rarely
House
37
1,159,526
41
Female
47,842
Married
1
Bachelor's
Unemployed
10.739349
Rural
Premium
1
9
null
7
2021-08-15 15:21:39.155231
Average
Yes
Weekly
House
382
1,159,527
41
Female
6,384
Divorced
0
Bachelor's
null
24.98312
Rural
Basic
0
17
757
7
2022-12-07 15:21:39.184157
null
Yes
Monthly
House
195
1,159,528
47
Male
11,551
Married
4
PhD
Unemployed
7.081729
Urban
Comprehensive
0
6
596
9
2022-11-23 15:21:39.088124
Good
No
Weekly
Condo
1,179
1,159,529
61
Female
15,284
Divorced
4
Bachelor's
null
28.857162
Suburban
Comprehensive
1
6
506
5
2022-02-07 15:21:39.155231
Poor
No
Rarely
Condo
683
1,159,530
32
Male
17,963
Single
2
Bachelor's
Unemployed
3.452502
Rural
Comprehensive
1
10
null
9
2019-09-08 15:21:39.134960
Average
No
Rarely
Condo
1,179
1,159,531
51
Male
2,783
Married
0
High School
Unemployed
4.594668
Suburban
Comprehensive
null
19
587
5
2020-07-31 15:21:39.172097
null
No
Monthly
Apartment
207
1,159,532
30
Female
56,556
Divorced
2
Master's
Unemployed
14.894087
Rural
Comprehensive
0
11
null
4
2019-11-20 15:21:39.261856
Poor
Yes
Daily
House
2,585
1,159,533
38
Female
62,688
Single
2
Bachelor's
null
14.182523
Urban
Basic
0
5
399
4
2022-08-13 15:21:39.248098
Average
Yes
Monthly
Condo
1,140
1,159,534
18
Female
23,998
Divorced
0
Bachelor's
Self-Employed
14.488866
Suburban
Premium
null
10
null
2
2020-01-10 15:21:39.113566
Good
Yes
Daily
Condo
39
1,159,535
58
Male
9,894
Single
null
Master's
null
8.946258
Suburban
Comprehensive
null
14
615
4
2021-01-27 15:21:39.134960
Poor
Yes
Weekly
Condo
1,253
1,159,536
24
Female
55,731
Married
0
Bachelor's
Employed
23.955822
Rural
Comprehensive
1
10
488
8
2020-02-21 15:21:39.165120
Average
Yes
Daily
Apartment
85
1,159,537
25
Male
2,571
Married
2
Master's
null
22.764492
Rural
Basic
null
0
null
4
2019-10-26 15:21:39.215386
Good
Yes
Weekly
House
3,135
1,159,538
18
Female
52,752
Divorced
1
PhD
Unemployed
22.593705
Urban
Comprehensive
1
3
791
2
2022-05-14 15:21:39.155231
Average
Yes
Rarely
Condo
94
1,159,539
36
Male
44,167
Single
2
PhD
Unemployed
8.664305
Rural
Premium
0
17
null
3
2020-01-01 15:21:39.134960
Average
No
Weekly
House
3,472
1,159,540
63
Male
58,991
Married
3
Bachelor's
Self-Employed
34.359531
Rural
Basic
null
10
559
6
2020-11-05 15:21:39.132191
Average
No
Daily
House
429
1,159,541
61
Female
5,547
null
2
High School
null
30.680071
Urban
Basic
3
18
401
5
2019-09-23 15:21:39.080440
Average
Yes
Monthly
Apartment
4,472
1,159,542
41
Male
21,688
Divorced
0
Bachelor's
Employed
8.241969
Rural
Basic
1
2
348
2
2023-03-29 15:21:39.106582
Average
No
Weekly
Condo
4,394
1,159,543
33
Male
4,976
Married
2
Bachelor's
null
null
Rural
Premium
null
17
709
9
2022-05-28 15:21:39.237118
Average
No
Daily
House
130
1,159,544
63
Male
54,514
Single
4
PhD
null
26.172523
Rural
Comprehensive
1
0
382
3
2019-09-07 15:21:39.167099
Good
No
Monthly
House
489
1,159,545
31
Female
23,105
Divorced
3
High School
Employed
35.923172
Urban
Comprehensive
1
6
null
9
2024-05-25 15:21:39.095696
Good
No
Weekly
Condo
27
1,159,546
22
Female
75,089
Married
0
Master's
null
21.664976
Urban
Premium
0
14
612
6
2020-11-27 15:21:39.208842
Poor
Yes
Rarely
Condo
322
1,159,547
54
Female
null
Single
0
High School
Self-Employed
12.14106
Suburban
Comprehensive
1
2
431
8
2023-01-30 15:21:39.237118
Average
Yes
Daily
Condo
619
1,159,548
56
Female
1,879
Divorced
4
High School
null
5.081827
Urban
Basic
null
17
705
6
2023-10-07 15:21:39.251142
Good
Yes
Weekly
House
86
1,159,549
28
Female
23,983
Divorced
2
Bachelor's
null
25.39456
Urban
Comprehensive
null
9
806
8
2020-04-02 15:21:39.250151
Average
Yes
Monthly
Condo
1,873
1,159,550
25
Male
37,389
Married
0
PhD
null
7.819155
Suburban
Basic
null
3
714
2
2021-08-07 15:21:39.264504
Poor
No
Monthly
Condo
1,068
1,159,551
38
Male
576
Single
3
PhD
Unemployed
11.828604
Urban
Basic
2
3
null
5
2020-06-25 15:21:39.289099
Poor
No
Weekly
Condo
1,260
1,159,552
20
Female
3,133
Single
4
High School
Employed
42.615475
Suburban
Comprehensive
3
17
680
5
2021-08-27 15:21:39.179186
Average
Yes
Daily
House
3,485
1,159,553
62
Male
23,827
Single
1
High School
Unemployed
10.099756
Suburban
Basic
null
0
591
8
2021-04-24 15:21:39.258696
null
Yes
Monthly
House
1,121
1,159,554
38
Female
37,977
Single
2
Master's
null
38.176062
Suburban
Basic
0
5
585
4
2021-06-30 15:21:39.235012
Poor
No
Rarely
House
1,409
1,159,555
56
Male
17,073
Divorced
1
Master's
Employed
11.69755
Suburban
Premium
null
2
null
2
2024-03-23 15:21:39.199447
Good
No
Rarely
House
619
1,159,556
38
Female
91,429
Married
4
PhD
null
22.917053
Suburban
Basic
0
16
697
8
2023-08-07 15:21:39.134960
null
No
Daily
Apartment
2,720
1,159,557
25
Female
43,463
Divorced
0
PhD
Employed
14.539878
Rural
Premium
0
3
778
1
2023-09-29 15:21:39.222387
null
Yes
Weekly
House
310
1,159,558
48
Male
25,328
Married
2
PhD
Employed
12.146508
Urban
Comprehensive
null
8
599
4
2023-05-01 15:21:39.131192
Poor
No
Weekly
Apartment
386
1,159,559
28
Female
15,258
Single
2
Bachelor's
Self-Employed
14.067666
Urban
Premium
0
5
690
9
2021-07-31 15:21:39.237118
Good
No
Rarely
Apartment
2,190
1,159,560
33
Female
13,925
Divorced
2
Master's
null
4.634454
Rural
Premium
null
17
423
2
2024-05-01 15:21:39.288099
Poor
No
Rarely
Apartment
1,840
1,159,561
63
Male
35,498
Married
2
Master's
Unemployed
11.5161
Urban
Comprehensive
1
17
597
8
2019-09-05 15:21:39.134960
Average
Yes
Monthly
House
639
1,159,562
39
Male
52,792
Divorced
2
High School
Self-Employed
36.847772
Suburban
Premium
0
7
434
3
2023-01-29 15:21:39.087123
Good
No
Rarely
House
1,186
1,159,563
62
Female
5,071
Married
4
Master's
Self-Employed
36.59063
Rural
Comprehensive
null
18
761
6
2024-07-18 15:21:39.254678
Poor
No
Daily
Condo
1,180
1,159,564
37
Female
5,270
Single
0
Master's
null
46.638395
Urban
Premium
1
17
489
4
2020-06-08 15:21:39.096739
Good
No
Daily
Condo
904
1,159,565
49
Female
26,254
Single
2
PhD
Self-Employed
40.858898
Urban
Comprehensive
null
18
304
5
2023-11-10 15:21:39.283783
Good
Yes
Weekly
Apartment
2,550
1,159,566
53
Female
19,186
Divorced
3
High School
Employed
37.672056
Suburban
Premium
null
19
null
3
2022-07-11 15:21:39.250151
Good
Yes
Rarely
Apartment
912
1,159,567
27
Male
24,897
Single
4
High School
Self-Employed
23.936273
Suburban
Premium
0
8
739
2
2020-12-01 15:21:39.237118
Poor
No
Monthly
Condo
757
1,159,568
27
Female
5,932
Single
3
PhD
Employed
41.857989
Urban
Premium
1
3
683
9
2021-05-31 15:21:39.249100
Good
Yes
Monthly
House
812
1,159,569
40
Male
27,686
Married
3
Master's
null
40.191035
Suburban
Premium
0
17
310
3
2022-09-23 15:21:39.172097
Average
No
Weekly
Condo
647
1,159,570
24
Female
16,891
Single
1
PhD
Unemployed
21.858007
Rural
Premium
2
11
766
1
2022-11-23 15:21:39.267454
Poor
No
Rarely
House
1,543
1,159,571
47
Female
1,571
Single
2
PhD
Self-Employed
24.890274
Rural
Premium
0
15
361
1
2022-07-22 15:21:39.256696
Good
Yes
Rarely
House
598
1,159,572
43
Female
1,199
Divorced
4
Master's
null
42.261309
Suburban
Basic
0
7
738
7
2023-01-02 15:21:39.194829
Average
Yes
Monthly
Apartment
21
1,159,573
41
Male
1,208
Divorced
4
Bachelor's
null
30.209982
Urban
Basic
1
6
345
7
2021-04-03 15:21:39.088124
Poor
Yes
Monthly
House
946
1,159,574
63
Male
5,947
Single
0
Bachelor's
Employed
33.012059
Urban
Comprehensive
0
6
335
4
2019-10-28 15:21:39.206847
Good
No
Monthly
House
24
1,159,575
47
Female
6,851
Married
2
PhD
Employed
5.004019
Rural
Premium
2
2
null
2
2023-10-07 15:21:39.155231
Poor
No
Monthly
Condo
1,190
1,159,576
43
Female
45,903
Divorced
0
Bachelor's
null
17.867889
Rural
Comprehensive
1
14
709
9
2022-01-10 15:21:39.237118
Good
No
Daily
Apartment
1,783
1,159,577
19
Male
2,698
Married
4
Bachelor's
null
null
Rural
Comprehensive
null
5
null
9
2021-01-20 15:21:39.134960
Good
Yes
Monthly
House
1,056
1,159,578
54
Female
113,373
Divorced
1
PhD
Unemployed
9.163316
Urban
Comprehensive
null
19
336
6
2023-03-04 15:21:39.251142
Good
Yes
Rarely
Condo
394
1,159,579
23
Female
35,706
Married
0
PhD
Self-Employed
32.849743
Rural
Basic
null
8
581
6
2022-03-16 15:21:39.231531
Good
Yes
Daily
Condo
846
1,159,580
57
Female
40,585
Divorced
4
High School
Employed
6.788168
Suburban
Basic
null
19
663
8
2023-11-07 15:21:39.149731
Average
Yes
Rarely
Condo
954
1,159,581
62
Male
134,769
Married
1
Master's
null
26.984181
Urban
Basic
0
6
430
6
2021-03-08 15:21:39.118178
Poor
No
Daily
Condo
1,078
1,159,582
34
Male
29,062
Single
1
High School
Self-Employed
46.89121
Rural
Basic
2
14
301
1
2023-12-06 15:21:39.182597
Good
Yes
Rarely
Apartment
3,972
1,159,583
64
Female
18,340
Single
4
Master's
Self-Employed
18.934173
Suburban
Premium
2
6
328
1
2022-06-20 15:21:39.285112
Average
No
Rarely
Condo
724
1,159,584
26
Female
3,941
Single
2
Bachelor's
Employed
15.534457
Suburban
Premium
null
2
338
1
2022-02-23 15:21:39.155231
Poor
No
Daily
Condo
2,727
1,159,585
25
Female
23,430
Married
0
High School
Employed
27.451192
Urban
Basic
0
16
639
4
2022-02-16 15:21:39.215386
Average
No
Rarely
House
1,861
1,159,586
60
Female
2,878
Single
1
PhD
Unemployed
26.186828
Rural
Comprehensive
null
3
661
3
2019-09-07 15:21:39.273973
Average
No
Daily
Apartment
2,182
1,159,587
50
Female
27,881
Single
0
Bachelor's
null
41.979755
Suburban
Comprehensive
null
7
538
2
2020-02-24 15:21:39.155231
Poor
Yes
Monthly
Apartment
1,164
1,159,588
36
Male
25,176
Divorced
0
Master's
null
26.02472
Urban
Comprehensive
null
4
674
1
2020-09-29 15:21:39.152732
Poor
Yes
Rarely
Condo
1,616
1,159,589
38
Female
17,561
Single
3
Master's
Employed
null
Suburban
Premium
null
1
689
7
2022-05-22 15:21:39.172097
null
No
Rarely
Condo
860
1,159,590
26
Female
21,373
Married
0
Master's
Self-Employed
9.125002
Urban
Basic
null
13
605
7
2021-05-22 15:21:39.283783
Good
Yes
Rarely
Apartment
882
1,159,591
38
Male
null
Divorced
null
Bachelor's
Self-Employed
19.772814
Suburban
Premium
1
9
364
9
2022-08-05 15:21:39.269494
Average
Yes
Monthly
Condo
649
1,159,592
38
Female
null
Single
3
Bachelor's
Self-Employed
10.697922
Rural
Basic
null
1
313
3
2023-09-17 15:21:39.184157
Average
Yes
Weekly
Condo
2,306
1,159,593
62
Female
102,986
Divorced
null
Bachelor's
Unemployed
null
Suburban
Basic
null
17
486
6
2020-11-25 15:21:39.108562
Average
No
Daily
House
462
1,159,594
27
Female
27,119
Single
1
Master's
null
14.817489
Rural
Basic
1
4
711
6
2021-12-31 15:21:39.134960
Poor
No
Rarely
Condo
2,143
1,159,595
63
Male
56,988
Single
4
Bachelor's
Unemployed
39.633184
Suburban
Premium
1
18
779
6
2020-05-30 15:21:39.155231
Average
No
Daily
Apartment
119
1,159,596
55
Male
40,620
Single
2
Master's
Unemployed
20.242094
Urban
Comprehensive
1
0
838
4
2021-06-07 15:21:39.170099
Poor
Yes
Rarely
Condo
1,546
1,159,597
53
Female
1,098
Married
2
Master's
Employed
28.7746
Rural
Comprehensive
4
2
666
8
2020-07-10 15:21:39.155231
Average
Yes
Rarely
Apartment
2,271
1,159,598
31
Male
9,224
Single
3
Bachelor's
Employed
6.465871
Rural
Premium
null
3
511
2
2022-12-21 15:21:39.155231
Poor
Yes
Rarely
Apartment
92
1,159,599
19
Male
null
Divorced
0
Master's
Employed
21.786935
Suburban
Basic
0
3
401
6
2023-06-27 15:21:39.126661
Average
Yes
Daily
Apartment
541