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
1,176,400
45
Male
40,540
Divorced
4
Master's
null
17.573444
Urban
Basic
3
19
513
6
2020-11-01 15:21:39.150730
Average
No
Daily
Apartment
1,638
1,176,401
52
Female
75,551
Married
1
Master's
Unemployed
null
Suburban
Basic
1
2
464
7
2023-05-13 15:21:39.209847
Average
No
Daily
Condo
1,246
1,176,402
35
Male
1,405
Married
4
High School
Employed
52.393068
Rural
Basic
null
16
null
6
2022-02-25 15:21:39.182597
Average
Yes
Rarely
Apartment
1,422
1,176,403
19
Male
26,427
Married
2
Master's
null
26.824358
Urban
Premium
1
0
532
6
2022-04-13 15:21:39.134960
Good
Yes
Weekly
Condo
1,018
1,176,404
29
Female
8,072
Divorced
2
Bachelor's
Unemployed
27.539608
Rural
Basic
null
13
602
1
2022-10-10 15:21:39.250151
Average
Yes
Weekly
House
1,068
1,176,405
27
Male
75,830
Single
2
High School
Employed
40.624101
Suburban
Basic
0
3
null
4
2022-11-24 15:21:39.288099
Poor
No
Monthly
House
60
1,176,406
59
Female
62,861
Single
4
PhD
Employed
33.165538
Urban
Basic
null
11
725
4
2020-04-25 15:21:39.085129
null
Yes
Rarely
Apartment
2,250
1,176,407
36
Female
5,073
Single
2
Bachelor's
Employed
35.858567
Rural
Comprehensive
null
4
813
8
2021-06-18 15:21:39.192212
Good
Yes
Daily
House
468
1,176,408
35
Female
43,716
Single
2
Master's
Self-Employed
38.160914
Urban
Comprehensive
2
16
519
9
2023-02-16 15:21:39.155231
Good
Yes
Monthly
House
1,732
1,176,409
25
Female
38,216
Single
1
High School
null
12.947321
Suburban
Premium
1
12
null
9
2021-02-24 15:21:39.209847
Good
No
Rarely
Apartment
643
1,176,410
61
Male
49,053
Married
1
Bachelor's
Self-Employed
9.924703
Rural
Comprehensive
0
10
500
2
2020-09-21 15:21:39.268507
Poor
No
Daily
Apartment
159
1,176,411
18
Male
null
Single
null
Bachelor's
Self-Employed
42.641638
Urban
Comprehensive
null
6
null
3
2022-07-14 15:21:39.134960
Average
No
Weekly
Apartment
189
1,176,412
34
Female
29,230
Single
1
Bachelor's
Self-Employed
14.262045
Rural
Premium
1
2
556
3
2022-01-06 15:21:39.254678
Average
Yes
Weekly
Condo
1,750
1,176,413
33
Male
43,976
Single
1
Master's
null
20.558075
Urban
Premium
null
15
682
2
2022-09-19 15:21:39.273973
Average
No
Daily
House
945
1,176,414
39
Female
21,065
Married
4
Master's
Self-Employed
13.881772
Rural
Premium
2
18
null
5
2019-10-17 15:21:39.237118
Poor
No
Weekly
Condo
1,920
1,176,415
55
Male
7,977
Married
0
Master's
Self-Employed
24.726952
Urban
Premium
null
15
782
8
2020-12-20 15:21:39.134960
Average
No
Rarely
House
488
1,176,416
61
Male
54,761
Divorced
4
PhD
Unemployed
13.582348
Urban
Comprehensive
null
15
613
1
2019-09-18 15:21:39.186212
Average
No
Weekly
Condo
124
1,176,417
24
Male
35,139
Single
4
Master's
Self-Employed
null
Urban
Basic
null
12
687
1
2021-05-26 15:21:39.223390
Poor
No
Rarely
Apartment
739
1,176,418
32
Male
14,328
Divorced
null
High School
Employed
35.795005
Urban
Comprehensive
null
9
767
1
2023-09-23 15:21:39.171102
Poor
No
Rarely
Apartment
143
1,176,419
34
Female
17,056
Single
3
High School
null
25.913176
Urban
Basic
null
6
522
3
2024-03-03 15:21:39.155231
Average
No
Rarely
Apartment
1,055
1,176,420
18
Female
15,284
Divorced
2
Master's
Unemployed
23.827357
Urban
Premium
null
17
788
3
2022-09-29 15:21:39.182597
Poor
No
Rarely
House
597
1,176,421
41
Female
15,783
Single
3
PhD
null
19.944258
Rural
Premium
0
9
541
3
2021-11-29 15:21:39.148733
Poor
Yes
Rarely
Condo
838
1,176,422
29
Female
1,414
Divorced
1
Bachelor's
Unemployed
15.92417
Urban
Comprehensive
null
4
761
3
2022-03-19 15:21:39.134960
Good
Yes
Weekly
Condo
2,780
1,176,423
43
Female
45,963
Divorced
null
High School
Employed
18.764145
Urban
Comprehensive
null
8
538
7
2024-08-01 15:21:39.205850
Good
Yes
Weekly
Apartment
1,724
1,176,424
62
Male
4,089
Married
4
Master's
Employed
15.918851
Urban
Basic
1
13
483
8
2023-12-15 15:21:39.213373
Good
No
Daily
Apartment
259
1,176,425
24
Female
51,741
Married
1
PhD
Unemployed
22.922244
Urban
Premium
3
4
685
6
2023-04-06 15:21:39.279729
Poor
No
Monthly
Condo
1,883
1,176,426
40
Female
37,692
Divorced
1
Bachelor's
Self-Employed
17.859047
Urban
Basic
1
17
743
2
2020-04-15 15:21:39.134960
Poor
Yes
Daily
House
466
1,176,427
43
Male
25,573
Divorced
2
High School
null
41.904104
Suburban
Basic
null
11
496
8
2021-09-19 15:21:39.092127
Poor
No
Weekly
Apartment
642
1,176,428
45
Male
11,548
Married
0
Bachelor's
Unemployed
28.597716
Rural
Comprehensive
1
16
812
1
2022-06-12 15:21:39.237118
Good
No
Monthly
Condo
1,350
1,176,429
50
Female
1,813
Divorced
4
PhD
Unemployed
41.507211
Urban
Comprehensive
1
2
657
7
2023-02-16 15:21:39.254678
Good
No
Monthly
Condo
32
1,176,430
53
Female
36,982
Single
2
Bachelor's
null
25.907394
Suburban
Premium
null
8
611
9
2024-03-05 15:21:39.209847
Average
Yes
Monthly
Apartment
2,170
1,176,431
21
Female
57,667
Married
4
Master's
Unemployed
11.392012
Urban
Comprehensive
0
18
426
5
2023-01-29 15:21:39.237118
Good
No
Monthly
Condo
649
1,176,432
33
Female
43,481
Married
4
High School
null
null
Rural
Basic
2
4
578
3
2019-10-08 15:21:39.207847
Poor
No
Rarely
Condo
511
1,176,433
43
Female
12,937
Single
null
Bachelor's
Unemployed
22.82632
Suburban
Basic
1
18
570
3
2020-09-04 15:21:39.218388
Good
Yes
Monthly
Condo
128
1,176,434
55
Male
27,244
Divorced
4
Master's
Self-Employed
19.099122
Urban
Comprehensive
1
4
522
5
2021-01-01 15:21:39.154008
Poor
No
Daily
House
1,025
1,176,435
22
Female
9,094
Single
1
Bachelor's
null
34.722101
Rural
Basic
0
8
695
4
2023-08-18 15:21:39.093681
Poor
No
Weekly
House
1,444
1,176,436
47
Female
72,873
Married
0
Bachelor's
null
9.564398
Suburban
Premium
null
6
383
3
2023-09-29 15:21:39.147735
Average
Yes
Daily
Condo
671
1,176,437
57
Female
12,058
Married
4
High School
Self-Employed
15.149717
Rural
Premium
1
10
574
1
2021-06-12 15:21:39.134960
Good
No
Rarely
House
1,669
1,176,438
36
Female
84,562
Divorced
4
High School
Self-Employed
50.098121
Rural
Basic
null
12
424
1
2021-11-12 15:21:39.134960
Poor
Yes
Daily
House
1,122
1,176,439
43
Female
622
Single
0
Bachelor's
Self-Employed
19.766191
Rural
Basic
2
2
713
1
2023-11-12 15:21:39.081504
Good
Yes
Rarely
Condo
437
1,176,440
33
Female
3,323
Married
1
High School
Employed
null
Urban
Basic
1
2
528
8
2022-07-13 15:21:39.286113
Poor
No
Monthly
Apartment
1,819
1,176,441
42
Male
407
Single
3
Bachelor's
Unemployed
15.912683
Rural
Basic
0
14
null
2
2022-03-25 15:21:39.252145
Average
No
Monthly
House
2,086
1,176,442
35
Male
25,571
Single
0
PhD
Self-Employed
9.946005
Suburban
Premium
null
9
787
2
2021-02-04 15:21:39.252145
Good
No
Weekly
House
563
1,176,443
63
Female
3,941
Divorced
1
Master's
null
25.39522
Suburban
Premium
1
14
406
2
2022-05-01 15:21:39.155231
Average
No
Rarely
Apartment
2,330
1,176,444
44
Male
44,427
Married
4
Master's
Employed
20.448475
Rural
Basic
2
18
null
2
2022-03-25 15:21:39.187211
Average
No
Rarely
Condo
1,740
1,176,445
60
Female
5,831
Divorced
4
PhD
Employed
null
Urban
Basic
0
16
766
5
2020-04-24 15:21:39.102694
Average
Yes
Weekly
Condo
605
1,176,446
60
Female
35,706
Married
2
High School
null
52.979848
Rural
Basic
null
8
559
4
2020-06-16 15:21:39.118178
Poor
Yes
Monthly
House
829
1,176,447
24
Female
17,827
Divorced
0
High School
Employed
21.781443
Rural
Premium
0
11
342
6
2022-03-13 15:21:39.237118
null
Yes
Monthly
Condo
1,666
1,176,448
34
Female
27,231
Divorced
0
High School
Self-Employed
21.120627
Rural
Basic
1
19
446
9
2023-06-11 15:21:39.213373
Poor
No
Weekly
Apartment
791
1,176,449
51
Male
43,929
Divorced
0
Bachelor's
Self-Employed
31.897848
Urban
Comprehensive
0
8
null
4
2019-08-28 15:21:39.200452
Poor
No
Daily
Apartment
1,630
1,176,450
45
Male
30,292
Married
4
Bachelor's
null
17.991399
Urban
Comprehensive
null
9
748
6
2020-10-22 15:21:39.191219
Poor
No
Weekly
House
855
1,176,451
61
Male
24,366
null
0
Bachelor's
Unemployed
41.01163
Urban
Premium
null
8
null
3
2023-02-12 15:21:39.155231
Poor
No
Monthly
Apartment
998
1,176,452
41
Female
50,639
Single
2
Master's
Self-Employed
21.565929
Rural
Comprehensive
2
10
615
9
2022-06-11 15:21:39.237118
Poor
Yes
Weekly
Apartment
2,226
1,176,453
26
Female
43,435
Single
0
PhD
Unemployed
44.948226
Rural
Basic
1
0
619
7
2023-05-23 15:21:39.095696
Good
No
Weekly
Apartment
1,236
1,176,454
56
Female
924
Married
0
Bachelor's
Employed
36.2997
Suburban
Comprehensive
null
9
844
1
2024-01-11 15:21:39.282785
Average
No
Weekly
House
3,180
1,176,455
44
Male
9,093
Married
4
Bachelor's
Self-Employed
37.938893
Rural
Basic
1
10
null
5
2022-01-27 15:21:39.085129
Poor
No
Rarely
Apartment
939
1,176,456
61
Male
84,769
Divorced
2
Master's
Self-Employed
39.183651
Rural
Premium
1
5
312
9
2021-09-11 15:21:39.155231
Good
Yes
Daily
Condo
1,407
1,176,457
32
Female
12,943
Divorced
null
PhD
null
32.867153
Rural
Comprehensive
2
10
null
4
2020-11-30 15:21:39.134960
Average
Yes
Weekly
Apartment
591
1,176,458
55
Male
8,074
Married
3
Master's
Self-Employed
24.58577
Suburban
Basic
null
8
613
6
2020-01-07 15:21:39.208842
Average
Yes
Rarely
House
1,277
1,176,459
null
Female
80,110
Divorced
3
High School
null
51.878463
Suburban
Premium
null
13
659
5
2021-05-09 15:21:39.171102
Average
No
Rarely
Condo
942
1,176,460
56
Female
6,868
Divorced
3
Master's
Self-Employed
51.251337
Urban
Basic
0
10
null
3
2021-08-11 15:21:39.155231
Average
Yes
Monthly
Apartment
542
1,176,461
19
Male
1,094
Divorced
4
Bachelor's
Unemployed
15.067221
Rural
Premium
1
4
703
7
2021-09-13 15:21:39.233998
Good
Yes
Daily
House
25
1,176,462
21
Female
38,063
Single
1
Master's
Unemployed
9.414535
Rural
Premium
0
5
734
1
2023-11-27 15:21:39.181605
Poor
No
Daily
Condo
386
1,176,463
42
Male
52,466
Married
4
Master's
Self-Employed
40.683906
Suburban
Comprehensive
0
10
644
8
2020-04-25 15:21:39.112553
Average
No
Daily
Condo
394
1,176,464
22
Male
31,276
Married
3
Master's
Self-Employed
40.053428
Urban
Basic
null
12
488
7
2024-03-26 15:21:39.155231
Average
Yes
Daily
Condo
1,057
1,176,465
60
Female
1,310
Married
3
Bachelor's
Unemployed
20.833865
Urban
Basic
0
7
null
3
2020-11-16 15:21:39.134960
Average
No
Weekly
House
278
1,176,466
43
Female
112,593
Single
3
Master's
null
43.897289
Urban
Premium
0
0
473
1
2023-09-22 15:21:39.237118
null
Yes
Rarely
Condo
271
1,176,467
50
Female
83,871
Married
0
Master's
null
23.282443
Urban
Premium
null
17
447
6
2022-10-08 15:21:39.148733
Average
No
Rarely
Apartment
688
1,176,468
28
Male
110,865
Married
1
PhD
Self-Employed
44.920618
Rural
Basic
null
12
361
3
2019-09-06 15:21:39.271453
Poor
No
Monthly
Apartment
3,244
1,176,469
60
Male
20,254
Married
0
High School
null
7.947348
Rural
Premium
2
3
556
4
2021-07-14 15:21:39.186212
Good
No
Rarely
Condo
583
1,176,470
49
Male
5,962
Single
2
Bachelor's
Employed
27.829306
Urban
Premium
null
1
null
3
2021-08-17 15:21:39.146733
Good
Yes
Rarely
Condo
24
1,176,471
59
Female
44,628
Married
1
Bachelor's
Employed
23.279748
Urban
Comprehensive
1
19
778
8
2021-07-24 15:21:39.224915
Good
No
Monthly
House
1,377
1,176,472
59
Male
4,094
Married
0
Master's
Self-Employed
5.799617
Suburban
Basic
3
16
576
7
2020-10-07 15:21:39.237118
Average
No
Monthly
Apartment
912
1,176,473
56
Female
139,925
Single
1
PhD
Employed
44.49876
Suburban
Comprehensive
2
12
324
1
2021-05-24 15:21:39.224915
Good
No
Monthly
Condo
642
1,176,474
55
Male
49,437
Divorced
0
PhD
null
null
Rural
Basic
null
5
819
1
2019-10-14 15:21:39.134960
Poor
No
Monthly
Apartment
3,479
1,176,475
60
Female
5,481
Divorced
2
Bachelor's
Employed
34.835943
Suburban
Basic
0
9
null
4
2022-03-11 15:21:39.169102
Good
No
Monthly
House
299
1,176,476
57
Female
15,619
Divorced
3
Master's
Employed
17.098906
Urban
Basic
0
16
788
3
2021-10-23 15:21:39.196387
Good
No
Weekly
House
1,505
1,176,477
64
Female
10,116
Divorced
null
Bachelor's
null
16.951623
Suburban
Premium
1
8
716
9
2021-01-27 15:21:39.155231
Average
Yes
Rarely
Condo
3,472
1,176,478
19
Female
23,096
Divorced
2
PhD
Unemployed
47.816558
Suburban
Basic
1
7
null
2
2019-10-26 15:21:39.206847
null
Yes
Monthly
House
288
1,176,479
49
Male
5,838
Single
1
PhD
Unemployed
7.181116
Rural
Premium
4
5
636
1
2020-05-19 15:21:39.232526
Good
No
Rarely
House
1,091
1,176,480
43
Female
7,069
Divorced
4
Master's
null
47.746648
Rural
Basic
0
9
686
7
2019-12-09 15:21:39.087123
Good
Yes
Daily
Apartment
1,484
1,176,481
36
Female
2,586
Divorced
0
PhD
Unemployed
22.152814
Urban
Basic
0
17
328
1
2022-05-30 15:21:39.171102
Good
No
Monthly
Apartment
1,536
1,176,482
23
Male
53,941
Married
0
High School
null
36.55238
Rural
Basic
null
18
324
3
2022-01-26 15:21:39.079128
Poor
Yes
Daily
Condo
3,083
1,176,483
32
Male
25,468
Single
4
Bachelor's
null
26.818932
Urban
Basic
0
17
null
9
2022-09-27 15:21:39.155231
Good
Yes
Rarely
House
1,622
1,176,484
62
Female
90,637
Divorced
3
PhD
null
16.55505
Rural
Comprehensive
null
12
null
3
2021-08-01 15:21:39.111551
null
Yes
Rarely
Condo
45
1,176,485
18
Female
null
Divorced
1
High School
null
10.712717
Rural
Basic
1
4
582
4
2022-01-25 15:21:39.237118
Good
No
Daily
Apartment
49
1,176,486
59
Female
81,674
Married
4
Master's
Unemployed
38.054377
Suburban
Premium
2
19
639
5
2021-02-03 15:21:39.190215
null
Yes
Weekly
Condo
1,873
1,176,487
27
Female
66,486
Single
1
Bachelor's
Unemployed
13.393761
Rural
Comprehensive
null
4
434
3
2020-09-11 15:21:39.172097
Good
No
Daily
Apartment
1,766
1,176,488
43
Female
5,801
Divorced
0
PhD
Employed
12.057779
Rural
Comprehensive
null
4
554
3
2020-01-26 15:21:39.269494
Good
No
Rarely
Apartment
563
1,176,489
47
Male
95,818
Divorced
2
PhD
null
28.619256
Rural
Comprehensive
null
9
316
2
2020-02-18 15:21:39.092127
Average
Yes
Rarely
House
449
1,176,490
63
Male
2,645
Divorced
4
Bachelor's
null
34.937938
Urban
Premium
null
19
434
4
2023-11-28 15:21:39.155231
Good
No
Daily
House
107
1,176,491
64
Female
26,985
Single
4
Master's
Unemployed
5.936399
Suburban
Basic
0
3
477
6
2020-03-29 15:21:39.237118
Good
Yes
Weekly
Apartment
1,660
1,176,492
48
Female
105,930
Single
null
PhD
Self-Employed
50.532154
Rural
Premium
null
18
636
7
2021-09-22 15:21:39.134960
Poor
No
Monthly
House
2,023
1,176,493
26
Female
17,561
Married
3
High School
Unemployed
26.168973
Urban
Premium
1
3
530
7
2022-02-04 15:21:39.237118
Average
Yes
Rarely
House
608
1,176,494
49
Male
5,819
Divorced
0
Bachelor's
Self-Employed
17.018446
Urban
Premium
null
0
798
6
2023-05-04 15:21:39.096739
Average
Yes
Weekly
House
715
1,176,495
57
Female
2,485
Married
4
PhD
Employed
43.576892
Rural
Premium
null
15
null
7
2021-03-25 15:21:39.237118
null
No
Weekly
House
1,634
1,176,496
33
Female
null
Divorced
2
PhD
null
46.634209
Suburban
Comprehensive
0
11
403
5
2020-05-18 15:21:39.207847
Poor
No
Daily
Apartment
40
1,176,497
21
Male
20,962
Married
2
PhD
Self-Employed
null
Rural
Premium
3
17
549
9
2020-03-02 15:21:39.176717
Poor
No
Daily
Apartment
1,348
1,176,498
40
Female
103,546
null
0
High School
null
31.846323
Urban
Basic
null
6
590
5
2020-07-12 15:21:39.134960
Poor
No
Monthly
Apartment
196
1,176,499
38
Male
16,649
Married
1
Master's
Employed
35.987825
Urban
Basic
2
17
581
2
2021-10-02 15:21:39.237118
Average
Yes
Monthly
Apartment
2,288