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
28,500
37
Male
23,604
Married
1
Bachelor's
null
31.795934
Rural
Premium
0
16
533
1
2020-01-01 15:21:39.168099
Average
Yes
Daily
House
2,522
28,501
45
Male
34,369
Single
0
PhD
null
22.251297
Rural
Comprehensive
1
14
766
7
2024-04-27 15:21:39.230483
Poor
No
Daily
Apartment
2,146
28,502
50
Female
29,598
Divorced
4
Master's
null
5.099756
Rural
Comprehensive
null
1
790
1
2022-04-09 15:21:39.155231
Good
Yes
Monthly
Apartment
963
28,503
34
Male
1,574
Single
3
Bachelor's
null
9.653559
Rural
Comprehensive
3
15
668
4
2023-09-14 15:21:39.279462
Poor
No
Monthly
Condo
571
28,504
63
Male
26,250
Divorced
4
PhD
Unemployed
20.554526
Rural
Basic
1
9
684
8
2024-02-11 15:21:39.132191
Average
No
Daily
House
484
28,505
49
Female
11,036
Divorced
0
PhD
null
37.484291
Rural
Basic
0
14
668
4
2020-08-31 15:21:39.092127
Good
No
Weekly
Condo
440
28,506
40
Male
83,794
Married
0
PhD
Employed
31.588626
Suburban
Premium
null
10
359
3
2020-12-07 15:21:39.237118
Poor
Yes
Monthly
House
2,317
28,507
50
Male
null
Divorced
0
High School
null
18.881726
Rural
Premium
0
14
454
1
2023-11-07 15:21:39.244069
Good
No
Monthly
Apartment
130
28,508
58
Female
898
Single
3
High School
Self-Employed
22.826574
Suburban
Comprehensive
1
16
479
3
2023-07-30 15:21:39.092127
Good
No
Daily
Apartment
983
28,509
64
Female
29,496
Single
3
Master's
Unemployed
31.071821
Rural
Premium
1
1
531
2
2021-02-06 15:21:39.129190
Good
No
Daily
Condo
547
28,510
62
Female
96,911
Married
0
High School
null
null
Urban
Comprehensive
2
7
551
3
2019-12-31 15:21:39.265513
Poor
No
Weekly
Apartment
735
28,511
47
Female
9,988
null
4
High School
Unemployed
41.035546
Suburban
Comprehensive
1
10
647
5
2022-01-13 15:21:39.182597
Average
No
Monthly
Condo
693
28,512
26
Female
131,032
Married
null
High School
null
5.58356
Rural
Premium
1
8
328
4
2019-11-29 15:21:39.082499
null
Yes
Rarely
Condo
837
28,513
56
Male
913
Married
null
Bachelor's
Unemployed
24.619543
Suburban
Comprehensive
1
2
536
1
2020-04-20 15:21:39.181605
Poor
Yes
Rarely
Apartment
2,670
28,514
22
Female
17,140
Single
4
PhD
Unemployed
38.08582
Urban
Comprehensive
null
8
null
9
2021-05-31 15:21:39.084065
Good
Yes
Monthly
House
639
28,515
24
Female
5,879
Divorced
0
PhD
null
20.055536
Suburban
Premium
0
12
845
2
2020-06-17 15:21:39.228521
Good
No
Weekly
Apartment
1,008
28,516
23
Female
45,976
Single
1
PhD
Self-Employed
32.527689
Rural
Premium
3
11
null
5
2023-12-02 15:21:39.093681
null
No
Daily
House
1,328
28,517
24
Female
113,963
null
1
PhD
Unemployed
22.882999
Rural
Premium
null
16
null
3
2024-02-06 15:21:39.289099
null
Yes
Rarely
Condo
1,867
28,518
59
Female
35,297
Single
0
Bachelor's
null
null
Urban
Premium
null
10
661
3
2023-03-12 15:21:39.179186
Poor
No
Daily
Apartment
2,235
28,519
30
Female
13,982
Divorced
3
PhD
Unemployed
50.69242
Suburban
Comprehensive
0
13
518
7
2022-09-01 15:21:39.155231
null
No
Daily
Apartment
708
28,520
28
Male
29,310
Married
1
PhD
Unemployed
11.183875
Urban
Comprehensive
0
10
572
1
2023-06-16 15:21:39.186212
Good
No
Daily
Condo
112
28,521
57
Female
41,607
Married
null
Bachelor's
Employed
44.441987
Suburban
Premium
0
5
845
7
2023-06-01 15:21:39.283783
Poor
Yes
Daily
Apartment
568
28,522
50
Female
46,627
Single
1
PhD
null
19.473541
Suburban
Comprehensive
1
13
null
7
2021-05-01 15:21:39.193945
Poor
No
Weekly
Apartment
50
28,523
25
Male
39,749
Married
2
High School
Employed
7.539287
Rural
Premium
0
11
609
6
2023-10-25 15:21:39.126661
Poor
Yes
Rarely
Apartment
821
28,524
39
Male
2,883
Married
1
Master's
Unemployed
18.906108
Suburban
Basic
1
3
464
6
2021-01-24 15:21:39.237118
Poor
No
Daily
Condo
532
28,525
29
Female
17,140
Single
1
High School
Employed
23.23943
Suburban
Comprehensive
null
10
551
2
2021-07-02 15:21:39.237118
null
Yes
Monthly
House
559
28,526
51
Male
1,317
Married
4
High School
Self-Employed
null
Suburban
Premium
0
19
623
1
2023-12-21 15:21:39.134960
Average
Yes
Weekly
House
1,231
28,527
61
Female
42,647
Married
4
Bachelor's
Self-Employed
30.907903
Suburban
Comprehensive
null
9
438
6
2020-08-27 15:21:39.117183
Average
No
Weekly
House
244
28,528
32
Male
79,978
Divorced
3
Bachelor's
null
19.012732
Rural
Basic
0
1
802
1
2019-09-03 15:21:39.128286
Average
No
Daily
Condo
30
28,529
47
Female
96,600
Divorced
2
PhD
Self-Employed
22.335217
Suburban
Comprehensive
null
14
518
5
2022-07-12 15:21:39.134960
Poor
Yes
Daily
Apartment
130
28,530
32
Male
39,093
Single
2
High School
Unemployed
37.534257
Rural
Premium
0
13
843
7
2023-09-01 15:21:39.134960
Good
No
Monthly
House
1,615
28,531
19
Female
10,046
Divorced
1
Master's
null
11.274568
Urban
Basic
2
4
null
5
2020-08-15 15:21:39.079128
null
Yes
Monthly
Condo
101
28,532
29
Female
1,414
Married
4
Bachelor's
null
17.792551
Urban
Comprehensive
2
6
759
5
2023-08-09 15:21:39.134960
Poor
No
Rarely
Condo
782
28,533
43
Male
9,062
Single
1
High School
Employed
32.13541
Urban
Basic
1
6
365
8
2023-08-13 15:21:39.256696
Good
Yes
Rarely
Apartment
966
28,534
25
Female
20,385
Married
0
High School
Unemployed
24.078023
Suburban
Premium
null
18
817
5
2021-09-28 15:21:39.208842
Average
Yes
Weekly
House
1,652
28,535
30
Male
29,190
Married
1
High School
null
25.142924
Urban
Basic
0
16
695
8
2022-06-15 15:21:39.091080
Average
No
Weekly
Apartment
100
28,536
54
Female
645
Divorced
null
Bachelor's
null
10.839379
Rural
Comprehensive
1
0
624
3
2022-05-09 15:21:39.155231
Poor
No
Rarely
House
91
28,537
29
Male
51,230
Divorced
1
High School
Self-Employed
16.063018
Suburban
Basic
null
0
636
3
2019-09-06 15:21:39.155231
Good
No
Monthly
Condo
215
28,538
32
Female
8,624
Divorced
0
High School
Unemployed
25.584666
Rural
Premium
2
2
347
5
2024-02-22 15:21:39.079128
Poor
Yes
Daily
Condo
3,602
28,539
25
Female
14,054
Married
4
Master's
Employed
34.811654
Rural
Comprehensive
null
17
708
8
2022-09-14 15:21:39.117183
Poor
No
Monthly
Apartment
588
28,540
32
Male
30,394
Married
3
Bachelor's
Unemployed
41.596682
Rural
Premium
null
2
552
3
2020-06-07 15:21:39.237118
Poor
No
Weekly
Apartment
1,713
28,541
25
Male
17,900
Married
null
Bachelor's
Unemployed
48.181723
Suburban
Basic
0
4
537
1
2024-04-24 15:21:39.281787
Poor
No
Weekly
House
2,155
28,542
31
Female
8,094
Divorced
1
PhD
null
34.439866
Suburban
Basic
1
8
549
1
2023-11-17 15:21:39.281787
Average
No
Monthly
House
953
28,543
22
Male
11,566
Divorced
2
High School
Unemployed
23.476929
Rural
Premium
1
17
743
8
2020-06-05 15:21:39.155231
Poor
Yes
Daily
Apartment
1,855
28,544
47
Male
73,901
Married
4
PhD
Employed
25.845751
Urban
Comprehensive
2
18
661
2
2023-07-16 15:21:39.177724
null
No
Daily
House
1,230
28,545
26
Female
66,925
Divorced
2
Bachelor's
Self-Employed
22.947731
Urban
Basic
1
13
847
6
2020-08-02 15:21:39.091080
Poor
Yes
Weekly
Apartment
220
28,546
48
Male
10,962
Divorced
3
High School
null
26.92336
Suburban
Premium
null
10
449
8
2021-07-13 15:21:39.155231
Good
No
Weekly
House
649
28,547
60
Male
17,894
Divorced
2
Bachelor's
null
18.078222
Rural
Comprehensive
null
3
684
8
2021-06-16 15:21:39.249100
Average
No
Weekly
Condo
150
28,548
57
Male
124,863
Divorced
3
PhD
Employed
null
Urban
Comprehensive
null
5
566
8
2024-04-20 15:21:39.210805
Average
Yes
Weekly
House
2,226
28,549
49
Male
2,043
Divorced
2
High School
null
29.391279
Urban
Premium
2
15
521
2
2021-10-16 15:21:39.283783
Good
Yes
Rarely
Apartment
1,076
28,550
null
Female
3,904
Single
1
Master's
Self-Employed
15.805914
Suburban
Basic
2
4
null
6
2021-05-18 15:21:39.237118
Poor
Yes
Daily
House
539
28,551
20
Female
113,797
Single
2
Master's
Employed
15.161368
Urban
Basic
3
8
null
6
2021-10-18 15:21:39.176717
null
No
Monthly
House
1,149
28,552
32
Female
91,039
Married
4
Bachelor's
null
44.333859
Rural
Basic
1
18
371
3
2023-05-24 15:21:39.209847
Poor
Yes
Rarely
Apartment
382
28,553
57
Female
65,741
Divorced
0
Master's
Employed
37.598319
Urban
Premium
1
4
459
7
2019-10-31 15:21:39.082499
Good
No
Monthly
Apartment
538
28,554
45
Female
14,061
Divorced
0
Master's
null
17.917302
Suburban
Premium
1
18
690
5
2021-03-15 15:21:39.155231
Average
Yes
Monthly
House
2,627
28,555
37
Male
5,856
Divorced
1
High School
null
29.828014
Suburban
Premium
1
2
725
1
2021-12-15 15:21:39.096739
Poor
Yes
Rarely
Apartment
35
28,556
28
Male
26,825
Single
3
Master's
Unemployed
39.686037
Urban
Premium
1
11
606
4
2024-02-02 15:21:39.205850
Average
Yes
Daily
Apartment
1,154
28,557
39
Female
6,851
Married
1
Master's
Self-Employed
48.90361
Rural
Premium
1
19
null
1
2019-11-10 15:21:39.213373
Good
No
Rarely
House
523
28,558
25
Female
14,054
Divorced
0
Master's
Unemployed
null
Rural
Comprehensive
1
9
586
9
2022-01-05 15:21:39.134960
Good
No
Weekly
House
1,526
28,559
49
Male
1,076
Single
null
PhD
null
30.164426
Urban
Premium
0
12
461
1
2022-05-06 15:21:39.116179
Good
No
Daily
Condo
1,708
28,560
51
Male
469
Single
1
PhD
Employed
null
Urban
Premium
0
10
null
5
2023-07-09 15:21:39.134960
Average
Yes
Daily
House
589
28,561
61
Female
24,194
Divorced
4
Bachelor's
Self-Employed
45.759909
Rural
Comprehensive
null
6
null
2
2020-08-15 15:21:39.290098
null
Yes
Rarely
Condo
1,521
28,562
64
Male
4,753
Married
null
Master's
Employed
23.385881
Suburban
Comprehensive
2
15
469
1
2022-06-03 15:21:39.144722
Poor
No
Rarely
Apartment
1,304
28,563
27
Male
30,221
Divorced
1
High School
Self-Employed
41.039543
Suburban
Premium
null
3
null
7
2022-09-23 15:21:39.237118
Average
Yes
Rarely
Apartment
2,044
28,564
21
Female
40,753
Married
1
Master's
null
31.829053
Suburban
Basic
2
5
626
9
2024-04-05 15:21:39.252145
Good
Yes
Weekly
Apartment
3,341
28,565
60
Female
62,474
Married
1
High School
Unemployed
12.72669
Rural
Premium
3
16
825
8
2024-03-13 15:21:39.122134
Average
No
Weekly
Apartment
80
28,566
22
Male
44,949
Divorced
3
Bachelor's
null
22.569335
Suburban
Basic
0
19
638
1
2020-03-15 15:21:39.226954
Poor
No
Daily
Apartment
517
28,567
48
Male
26,859
Divorced
3
Master's
Self-Employed
21.946348
Urban
Comprehensive
3
15
703
6
2023-11-15 15:21:39.126661
Poor
No
Weekly
Condo
648
28,568
33
Male
3,623
Divorced
null
High School
null
26.926975
Rural
Premium
0
1
null
6
2022-03-22 15:21:39.155231
null
No
Rarely
Condo
816
28,569
53
Male
33,022
Divorced
0
PhD
Unemployed
49.073323
Rural
Basic
0
9
null
6
2021-05-20 15:21:39.225916
Poor
Yes
Rarely
House
2,597
28,570
32
Male
39,746
Single
0
High School
Unemployed
21.598929
Suburban
Basic
null
15
753
3
2020-06-13 15:21:39.290098
Average
Yes
Monthly
House
1,240
28,571
30
Male
2,430
Married
1
High School
null
17.605936
Suburban
Basic
2
10
505
4
2021-12-27 15:21:39.270454
Average
Yes
Rarely
Condo
1,219
28,572
47
Female
39,766
Married
4
Bachelor's
Unemployed
12.72229
Rural
Basic
0
4
713
3
2021-11-19 15:21:39.202448
Average
No
Rarely
Apartment
790
28,573
24
Female
null
Single
1
Master's
Employed
28.658036
Urban
Premium
1
11
427
3
2023-10-04 15:21:39.190215
Average
Yes
Weekly
House
966
28,574
27
Female
31,878
Married
0
PhD
null
48.41678
Rural
Premium
0
7
406
7
2021-02-20 15:21:39.114118
Good
No
Monthly
Apartment
2,849
28,575
62
Female
31,960
Divorced
3
High School
Unemployed
28.049313
Rural
Premium
0
5
558
7
2023-06-20 15:21:39.170099
Average
No
Daily
Condo
993
28,576
49
Male
1,696
Divorced
4
Master's
Unemployed
38.272378
Urban
Comprehensive
null
8
764
7
2022-07-29 15:21:39.194829
Average
Yes
Daily
House
27
28,577
62
Female
105,876
Single
4
Master's
null
51.503879
Suburban
Premium
2
6
380
8
2023-06-21 15:21:39.217387
Poor
Yes
Weekly
Apartment
1,558
28,578
null
Female
4,388
Divorced
4
PhD
Self-Employed
41.914349
Urban
Basic
0
14
459
6
2021-01-30 15:21:39.192212
Average
No
Monthly
Apartment
539
28,579
45
Female
25,438
Married
4
High School
null
40.619421
Urban
Basic
1
11
619
9
2023-07-30 15:21:39.221386
Average
Yes
Monthly
Apartment
739
28,580
20
Female
71,599
Single
2
Master's
Employed
6.936911
Suburban
Premium
1
0
543
4
2022-11-10 15:21:39.101733
Poor
Yes
Monthly
Condo
222
28,581
21
Female
81,085
Single
2
Bachelor's
null
44.243909
Urban
Basic
3
10
519
4
2022-07-12 15:21:39.224915
Poor
Yes
Weekly
Condo
1,885
28,582
54
Female
46,179
Divorced
2
Bachelor's
Unemployed
9.241512
Urban
Basic
null
10
301
1
2021-03-09 15:21:39.192212
Average
No
Daily
House
718
28,583
32
Female
64,152
Married
1
PhD
Self-Employed
20.564265
Rural
Premium
1
18
350
4
2022-01-31 15:21:39.123711
Average
No
Weekly
Apartment
442
28,584
58
Female
16,069
Divorced
4
Bachelor's
Self-Employed
25.146041
Rural
Comprehensive
0
11
749
3
2022-09-08 15:21:39.134960
Good
No
Rarely
Apartment
1,447
28,585
60
Female
8,791
Single
3
Master's
null
null
Rural
Comprehensive
null
15
767
5
2022-07-08 15:21:39.134960
Average
Yes
Weekly
Condo
922
28,586
19
Female
10,660
Single
0
Master's
null
23.958693
Suburban
Premium
0
16
523
7
2022-12-07 15:21:39.171102
Average
Yes
Daily
Apartment
740
28,587
60
Male
65,918
Single
null
High School
Self-Employed
28.066205
Rural
Basic
1
15
324
8
2023-04-10 15:21:39.283783
Poor
No
Monthly
House
1,452
28,588
19
Male
15,161
Divorced
3
PhD
Employed
27.89174
Urban
Comprehensive
2
3
774
1
2022-04-26 15:21:39.190215
Good
No
Rarely
House
1,053
28,589
24
Male
3,321
Single
0
Bachelor's
Employed
33.56735
Rural
Basic
4
15
569
1
2021-01-28 15:21:39.134960
Good
Yes
Weekly
Condo
827
28,590
22
Female
46,217
Divorced
0
High School
null
17.077722
Rural
Premium
1
11
684
9
2020-07-02 15:21:39.276388
Good
No
Rarely
House
497
28,591
23
Male
null
Divorced
1
Bachelor's
null
32.050109
Suburban
Basic
null
2
584
2
2020-02-12 15:21:39.223901
null
No
Daily
Apartment
2,466
28,592
59
Male
114,825
Divorced
4
PhD
Self-Employed
22.752881
Urban
Basic
2
9
447
7
2021-06-14 15:21:39.283783
Good
No
Weekly
Apartment
882
28,593
60
Female
30,274
Single
3
High School
Employed
23.067338
Urban
Basic
0
11
835
2
2021-03-27 15:21:39.289099
Good
No
Rarely
Apartment
1,524
28,594
57
Female
98,274
Divorced
3
PhD
Unemployed
24.524626
Urban
Comprehensive
1
14
510
5
2021-06-26 15:21:39.155231
Good
Yes
Weekly
Apartment
2,217
28,595
49
Female
9,091
Single
1
High School
Unemployed
7.270514
Rural
Comprehensive
0
16
667
3
2021-04-19 15:21:39.237118
Poor
Yes
Weekly
Apartment
795
28,596
33
Female
5,700
Divorced
1
PhD
Unemployed
9.944881
Urban
Comprehensive
1
1
706
4
2023-05-26 15:21:39.252145
Good
Yes
Weekly
Condo
567
28,597
61
Male
122,750
Divorced
4
High School
Unemployed
21.642224
Rural
Basic
null
19
336
5
2022-02-22 15:21:39.131192
Poor
Yes
Weekly
Condo
805
28,598
28
Male
43,923
Divorced
2
PhD
null
43.847463
Urban
Comprehensive
1
2
643
8
2020-06-17 15:21:39.188220
Good
Yes
Weekly
Condo
1,038
28,599
33
Female
24,901
Married
1
PhD
null
18.414326
Urban
Basic
null
15
null
9
2021-03-17 15:21:39.214388
Good
No
Weekly
Apartment
193