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
30,400
26
Male
null
Married
1
High School
Unemployed
43.898618
Suburban
Premium
1
19
573
6
2023-04-19 15:21:39.273973
Poor
Yes
Daily
Apartment
382
30,401
47
Female
135,301
Married
1
High School
Self-Employed
19.764262
Urban
Premium
1
10
435
4
2023-07-13 15:21:39.185215
Poor
No
Weekly
Apartment
1,619
30,402
29
Male
14,081
Single
1
PhD
null
23.888068
Rural
Basic
null
18
691
4
2022-11-05 15:21:39.237118
null
No
Weekly
Condo
1,141
30,403
24
Female
6,974
null
3
High School
null
42.92295
Urban
Comprehensive
null
0
491
1
2021-01-13 15:21:39.185215
Poor
No
Daily
Condo
587
30,404
48
Male
7,054
Divorced
4
PhD
Employed
null
Rural
Comprehensive
1
19
585
2
2023-05-02 15:21:39.171102
Average
No
Monthly
House
1,713
30,405
49
Female
6,874
Divorced
1
Bachelor's
Self-Employed
44.641388
Urban
Premium
null
4
440
5
2024-06-30 15:21:39.206847
Average
Yes
Daily
Apartment
3,089
30,406
59
Female
16,086
Single
3
High School
null
34.130106
Rural
Premium
2
17
519
8
2024-07-04 15:21:39.186212
Average
No
Rarely
Condo
461
30,407
null
Male
111,577
Married
0
PhD
Self-Employed
40.362419
Urban
Comprehensive
null
2
366
1
2022-08-01 15:21:39.164044
Poor
No
Daily
Condo
600
30,408
34
Female
19,234
Married
1
PhD
null
37.292998
Rural
Basic
1
15
502
3
2023-10-20 15:21:39.168099
Good
No
Rarely
Condo
573
30,409
22
Male
87,562
Married
1
High School
Unemployed
7.777562
Urban
Basic
0
16
456
3
2023-12-03 15:21:39.274993
Average
Yes
Rarely
Condo
460
30,410
54
Male
19,024
Married
1
Bachelor's
Self-Employed
32.889575
Urban
Comprehensive
0
0
592
1
2021-04-24 15:21:39.134960
Poor
Yes
Rarely
House
1,416
30,411
61
Male
91,424
Married
2
Master's
Unemployed
13.078787
Urban
Basic
2
13
823
3
2021-11-25 15:21:39.134960
Good
Yes
Daily
House
2,136
30,412
46
Male
4,701
Married
null
Master's
Self-Employed
17.673931
Suburban
Comprehensive
2
9
731
8
2024-05-20 15:21:39.089116
Good
Yes
Rarely
Condo
1,534
30,413
29
Male
21,532
Single
0
PhD
Employed
34.946315
Rural
Comprehensive
2
15
null
4
2019-08-27 15:21:39.147735
Good
Yes
Weekly
House
32
30,414
51
Male
38,229
Single
0
PhD
Employed
31.297868
Suburban
Comprehensive
3
12
829
3
2024-07-13 15:21:39.186212
Good
Yes
Daily
Condo
1,354
30,415
63
Male
44,924
Married
0
Master's
Unemployed
28.868842
Suburban
Basic
null
8
836
2
2023-04-01 15:21:39.237118
Good
Yes
Weekly
Condo
331
30,416
33
Male
44,736
Divorced
2
PhD
Employed
28.706794
Rural
Basic
3
14
843
5
2022-12-07 15:21:39.264504
Good
Yes
Rarely
Condo
471
30,417
22
Female
81,487
Divorced
2
PhD
Unemployed
25.947259
Urban
Comprehensive
1
15
797
8
2022-12-13 15:21:39.134960
Average
Yes
Daily
House
45
30,418
18
Female
45,388
Single
0
Master's
Unemployed
24.742115
Suburban
Comprehensive
null
19
635
2
2022-01-12 15:21:39.134960
Average
No
Monthly
House
1,537
30,419
28
Male
20,489
Single
2
High School
null
15.797633
Urban
Basic
1
7
558
9
2022-06-20 15:21:39.154008
Good
No
Daily
Apartment
1,669
30,420
61
Male
15,139
Single
1
Master's
Self-Employed
5.890746
Suburban
Comprehensive
null
14
null
4
2020-12-18 15:21:39.281787
null
No
Rarely
House
739
30,421
54
Female
132,585
Divorced
2
Master's
Employed
31.127418
Urban
Basic
null
7
707
6
2023-10-07 15:21:39.164044
null
Yes
Weekly
Condo
2,726
30,422
41
Male
1,079
Single
3
Bachelor's
Self-Employed
20.181183
Urban
Comprehensive
3
10
null
7
2023-07-15 15:21:39.172097
Poor
Yes
Weekly
Condo
782
30,423
54
Female
707
Married
2
Bachelor's
Employed
40.719179
Urban
Comprehensive
1
11
522
2
2023-07-20 15:21:39.190215
Good
Yes
Weekly
Condo
381
30,424
40
Female
11,937
Single
2
Master's
null
22.155436
Suburban
Comprehensive
0
15
804
8
2021-05-09 15:21:39.119168
Good
Yes
Rarely
Condo
1,114
30,425
63
Female
18,681
Married
2
Bachelor's
Self-Employed
43.251379
Rural
Basic
1
9
659
1
2023-01-30 15:21:39.123711
null
Yes
Weekly
Apartment
2,089
30,426
33
Male
43,475
Divorced
4
PhD
Employed
37.858822
Rural
Basic
null
12
758
4
2020-02-28 15:21:39.221386
Average
Yes
Daily
Condo
1,214
30,427
47
Female
46,937
Divorced
3
PhD
Unemployed
31.784928
Urban
Premium
null
19
null
6
2022-04-18 15:21:39.155231
null
Yes
Monthly
Condo
2,659
30,428
22
Female
29,238
Divorced
2
Master's
Employed
10.174562
Urban
Comprehensive
2
18
null
5
2022-10-02 15:21:39.272456
Poor
No
Daily
Condo
3,577
30,429
31
Male
30,429
Married
2
High School
Self-Employed
27.95138
Urban
Basic
null
4
696
5
2020-11-25 15:21:39.261856
Poor
No
Monthly
Condo
1,722
30,430
53
Male
15,297
Single
2
Master's
null
34.660612
Urban
Premium
null
9
731
9
2022-09-04 15:21:39.147735
Poor
Yes
Weekly
Condo
91
30,431
44
Male
73,462
null
0
High School
Self-Employed
26.271619
Suburban
Basic
0
16
432
1
2022-04-12 15:21:39.166062
Average
Yes
Monthly
Apartment
347
30,432
27
Female
145,912
Married
4
Bachelor's
Unemployed
24.507035
Urban
Premium
1
16
null
9
2020-11-19 15:21:39.155231
Good
No
Rarely
Apartment
171
30,433
64
Female
60,689
Divorced
0
High School
Employed
43.65893
Rural
Comprehensive
2
18
712
6
2023-07-26 15:21:39.236064
Good
Yes
Weekly
Apartment
124
30,434
44
Female
2,711
Single
3
PhD
Employed
12.488745
Urban
Premium
1
15
748
5
2022-06-04 15:21:39.079128
Good
Yes
Monthly
House
2,691
30,435
38
Male
88,911
Married
4
PhD
Self-Employed
8.155584
Rural
Basic
1
14
452
9
2023-06-24 15:21:39.151732
null
Yes
Weekly
Condo
33
30,436
27
Female
3,719
Divorced
1
Bachelor's
Employed
47.092559
Rural
Premium
0
13
615
6
2019-11-01 15:21:39.134960
Average
No
Weekly
Condo
1,491
30,437
64
Female
63,927
Divorced
3
PhD
Unemployed
21.695849
Rural
Comprehensive
null
5
455
5
2023-07-21 15:21:39.116179
Average
Yes
Monthly
Apartment
1,801
30,438
61
Male
52,730
Married
null
Master's
null
38.859378
Urban
Premium
2
4
767
7
2020-08-01 15:21:39.237118
Average
Yes
Monthly
Condo
1,893
30,439
51
Male
23,401
Married
4
High School
Self-Employed
27.908204
Urban
Premium
2
1
711
3
2022-05-29 15:21:39.113566
Average
Yes
Daily
Condo
1,513
30,440
20
Female
7,053
Single
1
High School
null
16.839574
Suburban
Comprehensive
0
14
672
8
2023-08-29 15:21:39.208842
Average
No
Weekly
House
326
30,441
33
Female
58,532
Single
0
Master's
Employed
38.391084
Suburban
Comprehensive
2
12
643
2
2020-03-28 15:21:39.155231
Poor
No
Daily
Apartment
150
30,442
35
Male
37,077
Married
2
High School
Unemployed
27.926422
Rural
Comprehensive
3
15
445
7
2021-04-25 15:21:39.172097
Poor
Yes
Rarely
Condo
886
30,443
61
Male
103,435
Married
2
PhD
null
3.841236
Rural
Basic
2
11
663
8
2020-07-29 15:21:39.132191
Good
Yes
Monthly
House
207
30,444
22
Male
6,909
Divorced
2
PhD
null
23.818108
Rural
Basic
1
15
398
4
2021-02-08 15:21:39.253660
Good
No
Rarely
Condo
556
30,445
25
Male
114,537
Single
1
Bachelor's
Self-Employed
22.849688
Urban
Premium
0
8
null
7
2022-08-03 15:21:39.231531
Poor
Yes
Monthly
House
268
30,446
22
Male
4,194
Single
4
Master's
Self-Employed
19.777521
Urban
Basic
null
6
345
3
2022-06-18 15:21:39.095696
Good
Yes
Daily
House
135
30,447
51
Male
29,077
null
4
Bachelor's
Employed
null
Urban
Comprehensive
null
13
478
2
2021-07-31 15:21:39.188220
Good
No
Weekly
House
662
30,448
52
Male
16,999
Divorced
4
Bachelor's
null
21.266613
Suburban
Basic
null
3
817
4
2023-01-31 15:21:39.248098
Good
Yes
Weekly
House
1,180
30,449
28
Male
30,478
Divorced
0
PhD
null
23.147905
Urban
Basic
1
6
395
9
2022-10-22 15:21:39.134960
Good
Yes
Monthly
Apartment
732
30,450
50
Male
6,919
Single
2
Bachelor's
Employed
42.749853
Urban
Premium
0
19
648
1
2023-10-05 15:21:39.154008
Average
No
Rarely
Condo
291
30,451
59
Male
134,769
Divorced
4
PhD
Employed
7.86836
Urban
Comprehensive
null
11
617
8
2020-02-10 15:21:39.144722
Good
No
Weekly
Condo
112
30,452
21
Male
10,846
Divorced
4
PhD
Self-Employed
16.913278
Urban
Premium
0
15
519
6
2021-08-03 15:21:39.213373
Poor
Yes
Rarely
Apartment
1,239
30,453
55
Male
20,346
Divorced
3
Master's
null
46.857114
Suburban
Premium
null
13
691
3
2023-06-29 15:21:39.283783
Poor
Yes
Weekly
House
1,613
30,454
51
Male
1,318
Divorced
3
High School
Employed
20.54478
Urban
Basic
2
8
591
1
2021-08-15 15:21:39.152732
Good
Yes
Daily
Condo
590
30,455
58
Female
10,754
Divorced
3
Bachelor's
Self-Employed
18.624548
Urban
Comprehensive
0
5
731
4
2024-02-03 15:21:39.247098
Good
Yes
Weekly
House
1,501
30,456
null
Female
82,473
Married
4
PhD
null
13.29141
Suburban
Comprehensive
2
6
360
9
2023-12-19 15:21:39.214388
Poor
No
Weekly
House
549
30,457
27
Male
35,123
Divorced
null
Bachelor's
Self-Employed
33.914445
Suburban
Comprehensive
1
8
728
2
2022-11-14 15:21:39.144722
Average
Yes
Rarely
Apartment
453
30,458
29
Female
26,200
Married
4
High School
Employed
44.737917
Urban
Basic
null
16
818
7
2024-08-11 15:21:39.155231
Average
Yes
Daily
Condo
30
30,459
64
Female
18,819
Married
2
PhD
null
26.692796
Rural
Premium
0
10
635
8
2022-03-21 15:21:39.146733
Average
No
Rarely
Apartment
1,086
30,460
59
Male
45,161
Married
0
Master's
Employed
9.32872
Rural
Premium
null
9
731
5
2021-05-28 15:21:39.088124
Poor
Yes
Daily
House
603
30,461
59
Female
1,535
Married
2
PhD
Employed
28.126919
Suburban
Comprehensive
0
5
749
1
2022-02-18 15:21:39.166062
Poor
No
Weekly
Condo
3,829
30,462
53
Female
null
Divorced
null
PhD
Self-Employed
4.503914
Suburban
Premium
2
18
379
4
2023-06-12 15:21:39.274993
Good
No
Rarely
House
2,059
30,463
20
Female
35,279
Single
2
Bachelor's
Self-Employed
41.00664
Suburban
Premium
2
13
329
2
2020-12-21 15:21:39.282785
Average
Yes
Rarely
Apartment
2,772
30,464
40
Female
53,866
Single
3
Master's
null
6.310834
Suburban
Premium
0
18
364
7
2022-06-01 15:21:39.123711
Good
No
Weekly
House
235
30,465
42
Male
553
Single
0
Master's
Self-Employed
22.845541
Suburban
Basic
null
2
684
1
2021-08-02 15:21:39.134960
Good
Yes
Weekly
Condo
364
30,466
28
Female
822
Divorced
2
Bachelor's
Unemployed
44.508728
Rural
Basic
2
4
706
1
2024-04-14 15:21:39.134960
null
No
Daily
House
1,721
30,467
43
Female
5,871
Married
2
Bachelor's
null
39.053369
Rural
Basic
0
13
434
1
2020-01-23 15:21:39.155231
null
No
Weekly
Apartment
645
30,468
44
Male
77,568
Single
1
Bachelor's
Self-Employed
31.883911
Suburban
Comprehensive
0
17
643
5
2024-02-28 15:21:39.186212
Poor
No
Monthly
Condo
112
30,469
19
Female
15,774
Single
1
Master's
Employed
null
Urban
Basic
2
17
430
9
2021-10-31 15:21:39.189223
null
Yes
Rarely
Apartment
1,192
30,470
62
Female
12,062
Divorced
1
PhD
Employed
9.739728
Suburban
Basic
1
13
null
4
2020-09-25 15:21:39.167099
Average
No
Daily
House
2,032
30,471
25
Male
2,819
Single
1
PhD
Unemployed
24.52292
Rural
Basic
2
10
766
1
2020-02-15 15:21:39.246098
Average
No
Monthly
Apartment
668
30,472
37
Female
25,963
Single
0
PhD
Self-Employed
22.849094
Suburban
Basic
null
16
526
6
2021-04-13 15:21:39.205850
Average
Yes
Weekly
House
663
30,473
40
Male
1,488
Divorced
3
Bachelor's
null
13.89815
Suburban
Premium
2
6
710
9
2020-09-29 15:21:39.190215
Average
Yes
Monthly
Apartment
745
30,474
20
Female
3,062
Married
0
Master's
null
16.35564
Rural
Premium
2
14
639
7
2021-08-05 15:21:39.194829
Good
Yes
Weekly
Condo
932
30,475
25
Male
32,864
Single
3
Master's
Unemployed
26.8783
Suburban
Comprehensive
1
10
331
6
2021-09-29 15:21:39.276388
Average
Yes
Monthly
House
596
30,476
29
Male
9,069
Divorced
1
PhD
Self-Employed
36.816296
Urban
Premium
0
1
552
8
2021-04-04 15:21:39.185215
Good
No
Monthly
House
1,393
30,477
64
Female
77,016
Married
1
Bachelor's
Unemployed
28.977379
Urban
Comprehensive
0
14
668
8
2020-04-04 15:21:39.134960
Good
No
Weekly
Apartment
144
30,478
null
Female
10,179
Married
2
High School
null
22.817586
Suburban
Comprehensive
null
17
719
7
2022-05-25 15:21:39.226954
Average
No
Daily
House
816
30,479
43
Female
39,766
Married
2
PhD
null
33.781629
Urban
Premium
2
2
441
5
2021-07-28 15:21:39.134960
Good
Yes
Weekly
House
1,192
30,480
24
Male
11,567
Married
1
Bachelor's
Employed
48.539652
Rural
Premium
1
13
668
3
2020-04-10 15:21:39.134960
Good
No
Monthly
Condo
669
30,481
39
Female
28,199
Divorced
1
High School
null
24.914089
Rural
Basic
1
13
783
8
2022-08-11 15:21:39.155231
Poor
No
Weekly
Apartment
753
30,482
33
Female
1,039
Divorced
4
High School
Self-Employed
null
Urban
Basic
0
7
837
7
2021-10-08 15:21:39.155231
Average
No
Rarely
Apartment
1,044
30,483
41
Male
37,156
Married
1
PhD
Self-Employed
39.038448
Rural
Comprehensive
0
1
306
1
2020-08-01 15:21:39.167099
Good
No
Monthly
Condo
2,384
30,484
46
Male
51,740
Single
0
Bachelor's
Unemployed
25.908672
Suburban
Premium
1
6
398
3
2022-05-23 15:21:39.230483
Poor
Yes
Monthly
House
566
30,485
32
Female
null
Divorced
1
High School
Self-Employed
24.662262
Rural
Comprehensive
null
8
434
4
2023-02-02 15:21:39.207847
Good
Yes
Monthly
Condo
2,860
30,486
33
Female
71,132
Married
1
Bachelor's
Unemployed
20.598939
Rural
Premium
1
11
467
3
2023-08-05 15:21:39.134960
Good
Yes
Rarely
Condo
2,145
30,487
62
Female
39,493
Married
3
PhD
Employed
26.818368
Suburban
Premium
null
9
535
5
2023-10-20 15:21:39.154008
Average
Yes
Monthly
Condo
2,653
30,488
28
Male
8,634
Married
2
PhD
Self-Employed
42.187786
Urban
Basic
3
4
696
5
2022-11-18 15:21:39.108562
Poor
Yes
Monthly
House
930
30,489
61
Female
4,633
Married
0
PhD
Employed
39.066365
Suburban
Comprehensive
1
13
804
8
2021-08-10 15:21:39.217387
Poor
No
Daily
House
23
30,490
40
Male
14,871
Married
2
Bachelor's
Employed
29.42094
Rural
Basic
1
19
590
3
2021-03-19 15:21:39.175719
Average
No
Daily
Apartment
749
30,491
21
Female
36,343
Single
4
Bachelor's
Employed
27.897243
Rural
Basic
0
10
553
9
2022-07-03 15:21:39.170099
Good
No
Weekly
House
724
30,492
49
Female
21,795
Married
0
PhD
Self-Employed
24.054224
Urban
Comprehensive
1
19
null
5
2024-01-28 15:21:39.183598
Good
Yes
Daily
House
1,249
30,493
27
Female
75,896
Married
3
High School
Unemployed
9.572689
Urban
Comprehensive
null
17
485
4
2023-07-05 15:21:39.184157
Good
No
Rarely
House
202
30,494
null
Female
7,072
Divorced
3
Bachelor's
Unemployed
25.282455
Suburban
Comprehensive
null
15
692
8
2024-07-30 15:21:39.134960
Poor
No
Rarely
Condo
961
30,495
57
Female
62,730
Divorced
4
High School
null
51.749316
Suburban
Premium
1
10
761
5
2023-02-23 15:21:39.252145
Good
Yes
Monthly
Apartment
2,896
30,496
29
Female
137,548
Married
2
Bachelor's
Unemployed
32.670053
Suburban
Basic
0
11
719
8
2019-08-17 15:21:39.080440
Good
Yes
Weekly
Condo
359
30,497
39
Male
1,212
Married
2
PhD
null
25.895771
Suburban
Comprehensive
1
14
692
3
2023-10-27 15:21:39.171102
Average
Yes
Rarely
Apartment
410
30,498
47
Male
5,933
Divorced
0
Master's
Self-Employed
21.824181
Rural
Premium
0
3
697
1
2023-08-18 15:21:39.155231
Good
Yes
Daily
Condo
671
30,499
25
Male
43,985
Single
2
Master's
Self-Employed
31.78889
Urban
Comprehensive
1
3
null
5
2020-07-19 15:21:39.206847
Good
No
Daily
Apartment
112