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
23,300
46
Male
11,794
Married
null
PhD
Self-Employed
25.887141
Rural
Basic
null
5
348
4
2019-10-02 15:21:39.288099
Average
Yes
Monthly
Condo
1,650
23,301
18
Male
1,583
Single
4
PhD
null
null
Urban
Premium
null
12
583
9
2021-01-05 15:21:39.285112
Poor
No
Daily
Condo
1,405
23,302
64
Female
1,439
Single
0
Bachelor's
null
16.187633
Urban
Premium
2
3
783
8
2023-06-04 15:21:39.145732
Average
Yes
Weekly
Condo
654
23,303
49
Male
3,563
Divorced
4
Master's
Unemployed
20.638407
Rural
Comprehensive
0
18
467
4
2024-05-01 15:21:39.092127
Average
Yes
Monthly
House
965
23,304
48
Male
37,406
Single
0
High School
Self-Employed
3.813662
Rural
Premium
0
14
null
3
2020-01-03 15:21:39.236064
Good
Yes
Monthly
House
1,171
23,305
47
Female
40,802
Divorced
2
PhD
Unemployed
43.443369
Rural
Comprehensive
0
13
405
7
2023-11-20 15:21:39.237118
Poor
No
Daily
Condo
495
23,306
19
Female
9,911
Divorced
4
Master's
Self-Employed
7.810019
Suburban
Basic
0
13
787
3
2021-05-26 15:21:39.185215
Good
Yes
Monthly
Condo
38
23,307
31
Female
46,280
Married
null
PhD
Employed
36.805905
Rural
Premium
0
16
569
7
2022-03-19 15:21:39.134960
Poor
No
Rarely
Apartment
648
23,308
37
Male
18,636
Married
null
Master's
Employed
17.660671
Urban
Basic
null
17
367
9
2023-05-25 15:21:39.252145
Average
No
Monthly
Condo
1,361
23,309
62
Male
3,063
Divorced
4
PhD
Self-Employed
36.120899
Rural
Basic
1
12
600
9
2022-03-17 15:21:39.122134
Average
No
Daily
Condo
1,842
23,310
53
Female
80,112
Divorced
4
PhD
Employed
23.630565
Urban
Premium
null
2
394
2
2020-02-04 15:21:39.130190
null
Yes
Monthly
Condo
543
23,311
64
Male
46,940
Single
1
High School
Employed
20.814122
Urban
Premium
0
18
668
8
2023-02-19 15:21:39.134960
Poor
No
Monthly
House
64
23,312
61
Male
977
Married
4
High School
Unemployed
51.372425
Urban
Comprehensive
null
18
453
6
2024-04-11 15:21:39.282785
Good
No
Rarely
Apartment
2,691
23,313
20
Male
5,814
Married
null
High School
null
7.661118
Suburban
Basic
2
10
367
7
2021-04-14 15:21:39.281787
Poor
Yes
Monthly
House
627
23,314
48
Female
2,976
Divorced
null
Bachelor's
Unemployed
21.9479
Rural
Basic
null
9
609
3
2022-09-17 15:21:39.235012
Good
No
Daily
House
133
23,315
33
Male
68,935
Single
2
PhD
Employed
21.991566
Urban
Basic
1
6
301
9
2024-04-19 15:21:39.179186
Average
Yes
Rarely
House
1,057
23,316
49
Female
29,952
Married
3
PhD
Unemployed
22.819295
Rural
Comprehensive
null
4
814
6
2022-11-10 15:21:39.123711
Average
Yes
Rarely
Condo
376
23,317
54
Male
3,246
Divorced
1
Master's
null
37.957731
Suburban
Basic
4
19
null
9
2023-11-26 15:21:39.097737
Average
No
Daily
Apartment
1,233
23,318
19
Male
40,196
Single
4
High School
Employed
38.064716
Urban
Premium
1
4
784
3
2024-07-16 15:21:39.237118
Average
Yes
Daily
Condo
105
23,319
22
Female
39,729
Single
4
Master's
Employed
26.646811
Urban
Basic
2
14
608
3
2020-06-07 15:21:39.111551
Average
Yes
Weekly
Condo
1,167
23,320
61
Male
23,188
Divorced
0
Bachelor's
Employed
44.577907
Suburban
Basic
null
6
null
6
2019-11-25 15:21:39.237118
Average
Yes
Daily
Apartment
719
23,321
26
Male
29,585
Divorced
4
PhD
Unemployed
15.965306
Urban
Comprehensive
0
10
586
7
2022-01-18 15:21:39.111551
Poor
Yes
Weekly
Apartment
1,630
23,322
18
Male
2,557
Single
1
Master's
Employed
27.016966
Suburban
Comprehensive
0
9
361
6
2023-06-29 15:21:39.148733
Poor
Yes
Rarely
Apartment
1,258
23,323
30
Male
33,469
Divorced
4
Bachelor's
null
20.858828
Rural
Comprehensive
null
15
507
3
2022-07-25 15:21:39.092127
Average
No
Weekly
House
476
23,324
47
Female
624
Single
1
PhD
null
26.844464
Urban
Comprehensive
null
4
null
8
2020-04-07 15:21:39.264504
Poor
Yes
Daily
Apartment
2,312
23,325
23
Male
96,944
Divorced
3
Bachelor's
Self-Employed
4.977101
Urban
Basic
null
4
360
4
2021-09-05 15:21:39.180553
Average
No
Monthly
Apartment
1,125
23,326
29
Male
2,541
Single
3
High School
null
45.269718
Rural
Premium
0
17
null
9
2020-06-01 15:21:39.126661
null
No
Daily
Apartment
923
23,327
56
Male
37,332
Single
null
Bachelor's
Self-Employed
23.711559
Urban
Basic
0
9
null
5
2022-09-14 15:21:39.155231
Poor
Yes
Monthly
Apartment
827
23,328
27
Male
73,956
Single
0
Bachelor's
Unemployed
29.777681
Rural
Comprehensive
1
14
434
7
2020-03-29 15:21:39.121169
Poor
No
Daily
Condo
588
23,329
46
Female
16,274
Divorced
4
Bachelor's
Self-Employed
31.846312
Urban
Premium
0
7
711
2
2019-12-25 15:21:39.134960
Poor
No
Rarely
Apartment
1,668
23,330
29
Male
2,452
Divorced
4
Master's
Employed
8.615965
Urban
Comprehensive
2
19
759
7
2020-04-02 15:21:39.258696
Good
Yes
Rarely
House
1,871
23,331
59
Male
5,848
Single
3
Bachelor's
Unemployed
null
Suburban
Premium
1
7
null
8
2020-07-26 15:21:39.256696
Good
No
Weekly
Condo
1,020
23,332
19
Male
39,321
Single
4
Bachelor's
Self-Employed
29.939017
Suburban
Comprehensive
0
16
783
5
2024-05-18 15:21:39.265513
Poor
Yes
Weekly
Condo
29
23,333
42
Male
26,881
Single
4
PhD
null
23.906347
Rural
Comprehensive
null
3
590
6
2022-10-05 15:21:39.144722
Average
Yes
Rarely
House
1,139
23,334
48
Female
44,732
Divorced
2
Bachelor's
null
14.166797
Urban
Comprehensive
null
4
626
4
2020-07-08 15:21:39.134960
Good
Yes
Monthly
Apartment
1,099
23,335
52
Female
30,984
Divorced
3
Master's
Unemployed
33.753467
Suburban
Basic
null
8
549
5
2023-02-04 15:21:39.244069
Poor
Yes
Daily
Apartment
715
23,336
47
Female
2,305
Married
4
High School
Self-Employed
32.29085
Rural
Comprehensive
3
7
441
6
2021-06-26 15:21:39.084065
Poor
No
Weekly
Condo
1,112
23,337
18
Male
44,747
Divorced
0
Master's
Self-Employed
14.311324
Urban
Basic
0
0
615
3
2021-09-01 15:21:39.237118
Good
No
Monthly
Apartment
568
23,338
46
Female
25,863
Married
null
Bachelor's
null
21.756041
Rural
Basic
1
8
801
3
2022-04-17 15:21:39.193945
Poor
Yes
Monthly
Condo
1,174
23,339
57
Female
3,891
Divorced
0
High School
Employed
18.266922
Rural
Comprehensive
2
14
730
5
2022-07-13 15:21:39.237118
Good
Yes
Weekly
Apartment
489
23,340
36
Female
4,066
Single
4
High School
Employed
31.142058
Suburban
Basic
1
4
391
5
2023-10-13 15:21:39.087123
Good
No
Daily
Apartment
963
23,341
41
Female
27,961
Divorced
2
PhD
Self-Employed
34.083402
Rural
Basic
2
19
498
4
2024-04-22 15:21:39.276901
Good
No
Monthly
Condo
1,745
23,342
31
Male
1,087
Divorced
4
PhD
Unemployed
35.663889
Suburban
Comprehensive
2
18
647
7
2023-10-26 15:21:39.085129
Poor
No
Daily
Condo
1,211
23,343
55
Male
149,966
Single
4
Master's
null
18.633235
Urban
Basic
2
19
653
2
2023-06-25 15:21:39.119168
Average
Yes
Rarely
House
3,573
23,344
45
Male
71,532
Single
4
Master's
null
51.858404
Suburban
Comprehensive
null
11
822
6
2019-09-17 15:21:39.134960
Good
No
Daily
Apartment
473
23,345
32
Female
23,429
Married
2
Master's
null
26.945818
Rural
Comprehensive
2
14
805
5
2019-12-18 15:21:39.237118
Good
Yes
Daily
Condo
314
23,346
22
Male
5,876
Married
4
PhD
Employed
8.98667
Suburban
Premium
1
5
null
9
2024-04-06 15:21:39.133866
Good
No
Monthly
House
843
23,347
33
Male
1,087
Divorced
1
Bachelor's
null
27.89194
Suburban
Basic
3
14
658
1
2023-06-24 15:21:39.207847
Poor
No
Monthly
House
834
23,348
44
Male
3,735
Divorced
1
High School
Employed
36.235513
Suburban
Comprehensive
null
0
731
6
2020-06-25 15:21:39.145732
Poor
No
Monthly
Apartment
3,311
23,349
59
Male
25,140
Divorced
0
Bachelor's
Unemployed
null
Urban
Comprehensive
1
6
688
1
2023-01-28 15:21:39.229482
Poor
No
Monthly
Apartment
928
23,350
52
Male
28,027
Married
1
PhD
null
30.385214
Suburban
Comprehensive
0
13
844
2
2020-04-05 15:21:39.167099
Poor
No
Weekly
Apartment
1,085
23,351
52
Male
95,878
Married
4
High School
Self-Employed
14.960927
Urban
Comprehensive
1
4
405
7
2021-01-26 15:21:39.208842
Poor
No
Daily
Apartment
1,404
23,352
31
Male
35,781
Divorced
2
High School
null
19.813987
Urban
Comprehensive
1
15
506
8
2019-12-13 15:21:39.080440
Poor
Yes
Weekly
Condo
1,745
23,353
43
Female
58,957
Single
0
Master's
Employed
null
Rural
Premium
1
8
456
2
2024-04-30 15:21:39.134960
Poor
Yes
Weekly
Condo
539
23,354
24
Male
17,093
Divorced
0
Bachelor's
Self-Employed
4.924088
Rural
Premium
null
18
775
9
2020-08-05 15:21:39.172097
Good
No
Weekly
House
1,349
23,355
48
Male
55,480
Married
3
High School
Employed
17.426324
Rural
Premium
null
1
315
8
2021-08-10 15:21:39.187211
Poor
No
Weekly
Apartment
89
23,356
26
Male
27,596
Married
2
High School
Unemployed
14.538865
Rural
Premium
1
0
676
7
2019-08-20 15:21:39.134960
Good
No
Weekly
House
903
23,357
48
Female
2,788
Single
1
High School
null
12.946394
Urban
Basic
0
16
546
8
2023-06-11 15:21:39.261856
Poor
No
Weekly
Apartment
2,196
23,358
43
Male
12,720
Married
4
PhD
null
21.710736
Rural
Comprehensive
null
13
495
5
2021-07-03 15:21:39.147735
Poor
Yes
Monthly
Condo
1,024
23,359
25
Female
128,157
Single
4
High School
Employed
28.90846
Suburban
Premium
null
1
null
5
2023-11-18 15:21:39.134960
Good
Yes
Weekly
House
120
23,360
63
Female
68,256
null
0
PhD
null
36.999873
Urban
Comprehensive
5
5
409
2
2020-01-20 15:21:39.134960
Poor
No
Daily
House
68
23,361
20
Female
61,725
Single
1
Bachelor's
null
27.527358
Rural
Basic
2
17
812
6
2022-01-03 15:21:39.179186
Good
No
Rarely
Apartment
310
23,362
54
Female
40,824
Single
0
Master's
null
31.919478
Urban
Premium
null
4
633
9
2024-07-09 15:21:39.281787
Average
Yes
Daily
Apartment
363
23,363
31
Male
15,626
Married
1
Master's
Employed
28.816267
Rural
Comprehensive
0
7
662
4
2020-10-02 15:21:39.084065
Poor
No
Rarely
Apartment
307
23,364
55
Male
1,077
Divorced
1
Master's
Unemployed
47.188735
Rural
Basic
null
7
319
6
2021-03-17 15:21:39.257696
Average
No
Rarely
House
247
23,365
18
Male
4,253
Divorced
2
Bachelor's
Employed
36.860633
Suburban
Comprehensive
null
11
571
1
2020-12-23 15:21:39.231531
Good
No
Rarely
House
100
23,366
47
Male
65,888
Divorced
4
Master's
null
30.620137
Suburban
Comprehensive
null
18
783
3
2019-11-27 15:21:39.204790
Average
Yes
Rarely
Condo
2,180
23,367
58
Female
54,866
Divorced
4
Master's
null
28.981708
Urban
Premium
0
7
393
9
2024-03-21 15:21:39.155231
Average
No
Daily
Apartment
602
23,368
38
Female
29,622
Single
2
Master's
null
39.171432
Rural
Premium
1
2
711
5
2020-04-16 15:21:39.134960
Poor
No
Rarely
Apartment
1,544
23,369
29
Female
23,188
Married
2
High School
null
33.955957
Rural
Comprehensive
1
8
626
8
2022-05-13 15:21:39.090124
Average
No
Monthly
House
1,032
23,370
30
Male
53,294
Divorced
3
Master's
Employed
43.641199
Rural
Comprehensive
0
4
469
2
2020-09-17 15:21:39.230483
Good
Yes
Weekly
Condo
2,271
23,371
40
Female
54,500
Divorced
3
Master's
Self-Employed
13.41431
Rural
Comprehensive
null
7
489
6
2021-11-03 15:21:39.199447
Average
No
Rarely
Apartment
330
23,372
46
Male
8,881
Single
1
Master's
null
5.846291
Urban
Premium
0
18
693
1
2022-06-13 15:21:39.273973
Average
No
Weekly
House
921
23,373
50
Female
5,603
Married
3
Master's
null
29.664379
Urban
Premium
null
17
370
5
2021-06-07 15:21:39.289099
Poor
No
Weekly
Apartment
1,006
23,374
61
Male
11,629
Married
3
Master's
Employed
3.911465
Urban
Comprehensive
null
16
534
2
2021-08-15 15:21:39.134960
Good
No
Daily
House
1,086
23,375
34
Male
46,005
Divorced
2
Bachelor's
null
42.908592
Suburban
Premium
1
16
658
1
2021-09-15 15:21:39.104139
Good
Yes
Monthly
Apartment
1,286
23,376
30
Female
29,076
Divorced
1
High School
Employed
46.936125
Urban
Premium
0
3
554
8
2020-09-22 15:21:39.226954
Poor
Yes
Daily
House
881
23,377
55
Female
17,104
Married
null
Master's
null
41.510062
Suburban
Premium
null
12
578
3
2022-06-12 15:21:39.149731
Poor
No
Weekly
Condo
2,852
23,378
42
Male
23,626
Divorced
1
Master's
null
11.814366
Urban
Premium
null
1
516
2
2022-05-13 15:21:39.254678
Good
No
Weekly
House
516
23,379
25
Male
25,507
Married
2
PhD
null
17.184291
Suburban
Basic
null
1
null
3
2023-12-09 15:21:39.237118
Good
Yes
Rarely
House
601
23,380
52
Female
71,186
Divorced
1
Bachelor's
Employed
51.960329
Urban
Comprehensive
0
12
719
2
2019-11-16 15:21:39.237118
Poor
Yes
Weekly
House
996
23,381
37
Male
25,602
Married
3
Master's
Self-Employed
43.376729
Rural
Basic
0
14
639
5
2024-04-11 15:21:39.237118
Average
Yes
Rarely
House
1,420
23,382
19
Male
null
Married
null
PhD
Unemployed
6.806554
Suburban
Basic
1
12
596
5
2024-03-28 15:21:39.166062
Good
Yes
Rarely
Condo
49
23,383
29
Female
26,200
Single
null
Bachelor's
Self-Employed
22.566593
Rural
Comprehensive
0
6
583
6
2020-07-09 15:21:39.197445
Good
Yes
Weekly
Condo
1,042
23,384
21
Female
29,055
Single
2
PhD
null
12.937798
Suburban
Premium
2
0
519
3
2020-01-01 15:21:39.201446
Good
No
Weekly
Apartment
463
23,385
54
Male
718
Single
null
Master's
Self-Employed
7.739889
Urban
Premium
0
7
468
5
2021-04-22 15:21:39.131192
Poor
No
Rarely
Condo
2,047
23,386
35
Female
26,553
Divorced
3
High School
Employed
17.17366
Rural
Premium
1
4
null
9
2021-03-08 15:21:39.288099
Poor
No
Daily
Apartment
463
23,387
32
Female
97,559
Single
null
PhD
null
21.819061
Urban
Premium
null
14
554
4
2021-01-29 15:21:39.210805
Poor
No
Monthly
House
301
23,388
37
Female
20,852
Married
1
PhD
Unemployed
38.720965
Suburban
Premium
2
6
756
8
2023-11-22 15:21:39.095696
Poor
No
Rarely
Condo
1,365
23,389
54
Female
96,940
Single
null
High School
Self-Employed
13.828653
Rural
Comprehensive
null
5
761
2
2020-01-26 15:21:39.086123
Poor
Yes
Monthly
Apartment
4,434
23,390
47
Female
5,770
Divorced
4
PhD
Self-Employed
22.382212
Rural
Basic
null
11
326
1
2021-03-09 15:21:39.264504
Poor
No
Weekly
Apartment
1,540
23,391
29
Male
null
Single
2
High School
Self-Employed
26.182301
Suburban
Comprehensive
1
2
387
1
2021-11-17 15:21:39.125660
Average
No
Monthly
House
1,526
23,392
53
Male
24,677
Divorced
0
High School
Self-Employed
11.826606
Suburban
Basic
null
9
791
8
2023-03-19 15:21:39.231531
Average
Yes
Daily
House
1,819
23,393
32
Male
26,981
Single
3
High School
Employed
26.082818
Urban
Comprehensive
0
2
476
2
2021-11-02 15:21:39.237118
Poor
No
Daily
Apartment
1,099
23,394
52
Female
17,784
Married
1
Master's
Unemployed
25.844607
Rural
Basic
0
16
825
6
2024-08-13 15:21:39.237118
Poor
No
Weekly
Condo
1,327
23,395
34
Female
59,826
Single
2
Bachelor's
Unemployed
27.377631
Rural
Premium
null
8
506
6
2023-05-04 15:21:39.236064
null
No
Monthly
House
115
23,396
37
Male
533
Married
2
High School
null
10.876642
Urban
Premium
null
2
843
3
2021-11-13 15:21:39.283783
Good
Yes
Monthly
Condo
24
23,397
41
Female
11,977
Single
2
Bachelor's
Unemployed
9.332717
Urban
Premium
0
7
523
3
2021-06-03 15:21:39.259788
Good
No
Monthly
House
514
23,398
26
Male
21,334
Divorced
4
Master's
Unemployed
30.058869
Rural
Basic
0
5
568
9
2022-11-29 15:21:39.095696
Average
No
Rarely
Apartment
267
23,399
33
Female
24,962
Single
0
Bachelor's
Employed
19.746997
Suburban
Comprehensive
1
8
514
1
2022-03-23 15:21:39.265513
Average
No
Daily
Condo
1,597