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
1,185,300
48
Male
58,319
Divorced
2
Bachelor's
Unemployed
46.442508
Suburban
Comprehensive
0
3
320
9
2024-06-21 15:21:39.261856
Poor
Yes
Rarely
Apartment
2,694
1,185,301
58
Female
40,819
Single
3
PhD
Employed
28.828106
Urban
Comprehensive
1
3
582
1
2019-08-29 15:21:39.273973
Poor
Yes
Monthly
House
929
1,185,302
63
Male
16,306
Divorced
4
Bachelor's
Self-Employed
27.163697
Suburban
Premium
0
16
613
1
2019-11-05 15:21:39.192212
Average
Yes
Rarely
House
783
1,185,303
46
Female
73,085
Married
4
Bachelor's
Self-Employed
17.94789
Urban
Premium
1
0
503
9
2022-08-12 15:21:39.237118
Average
Yes
Rarely
Condo
306
1,185,304
36
Male
10,568
Married
1
Master's
null
19.09829
Rural
Premium
null
17
741
8
2024-02-04 15:21:39.084065
Good
No
Rarely
Apartment
1,052
1,185,305
33
Male
25,162
Divorced
4
Bachelor's
null
5.091173
Rural
Basic
1
5
759
5
2024-03-16 15:21:39.209847
Average
Yes
Rarely
Apartment
961
1,185,306
64
Female
29,685
Married
4
PhD
null
16.79496
Suburban
Basic
null
7
420
1
2024-04-06 15:21:39.279729
Good
No
Daily
Condo
906
1,185,307
24
Male
4,825
Divorced
null
PhD
null
17.47235
Suburban
Premium
null
7
822
9
2019-08-18 15:21:39.190215
Average
No
Daily
House
729
1,185,308
25
Male
706
Single
null
Bachelor's
Self-Employed
null
Rural
Premium
0
9
724
4
2022-02-03 15:21:39.093681
Poor
Yes
Daily
Apartment
715
1,185,309
31
Male
14,529
Single
3
High School
Self-Employed
30.684508
Suburban
Comprehensive
0
11
719
1
2024-07-20 15:21:39.101733
Average
No
Monthly
Condo
814
1,185,310
23
Male
26,963
Single
4
PhD
null
22.8393
Urban
Premium
null
16
null
5
2020-07-15 15:21:39.237118
Good
No
Daily
Apartment
904
1,185,311
60
Female
16,205
Divorced
4
Master's
Employed
18.867223
Suburban
Comprehensive
null
10
682
6
2021-11-29 15:21:39.187211
Average
Yes
Monthly
Apartment
472
1,185,312
23
Male
16,062
Divorced
0
High School
Unemployed
32.171133
Urban
Premium
0
14
723
7
2022-04-02 15:21:39.261856
Good
No
Daily
Condo
1,194
1,185,313
61
Male
39,724
Married
2
Master's
Employed
6.908158
Suburban
Premium
1
13
796
3
2024-01-09 15:21:39.155231
Poor
Yes
Weekly
House
863
1,185,314
62
Male
5,522
Married
null
Bachelor's
null
4.746328
Urban
Comprehensive
1
11
776
4
2023-08-07 15:21:39.134960
Poor
No
Rarely
Apartment
683
1,185,315
46
Male
48,968
Married
2
Master's
Unemployed
48.979081
Urban
Comprehensive
3
2
472
3
2020-07-02 15:21:39.130190
null
Yes
Monthly
Condo
2,655
1,185,316
41
Female
116,549
Divorced
null
PhD
Employed
51.188845
Urban
Basic
null
15
582
9
2023-03-25 15:21:39.155231
Good
Yes
Daily
Apartment
928
1,185,317
42
Male
6,598
Single
0
Bachelor's
Self-Employed
40.611149
Rural
Basic
1
4
null
3
2022-06-14 15:21:39.132191
Poor
Yes
Daily
House
648
1,185,318
38
Male
69,946
Married
4
Bachelor's
null
39.757626
Urban
Premium
0
8
432
8
2024-06-06 15:21:39.247098
Good
Yes
Daily
Condo
1,113
1,185,319
38
Male
12,042
Single
2
High School
Self-Employed
22.282541
Urban
Comprehensive
2
14
847
8
2020-11-07 15:21:39.237118
Average
Yes
Rarely
Apartment
1,314
1,185,320
47
Male
29,095
Divorced
0
Bachelor's
Self-Employed
33.891131
Urban
Basic
1
1
673
6
2020-06-08 15:21:39.155231
Poor
Yes
Rarely
House
562
1,185,321
33
Male
148,625
Single
null
Master's
Unemployed
50.39673
Urban
Basic
1
12
661
1
2024-06-19 15:21:39.283783
Poor
Yes
Weekly
Apartment
2,121
1,185,322
41
Female
18,861
Single
4
Bachelor's
Self-Employed
17.840469
Suburban
Premium
1
17
329
4
2024-05-23 15:21:39.221386
Average
No
Weekly
Apartment
873
1,185,323
46
Female
697
Single
0
Master's
Employed
34.694449
Urban
Comprehensive
1
8
677
2
2019-09-11 15:21:39.130190
Average
No
Weekly
Apartment
981
1,185,324
44
Female
37,690
Divorced
0
High School
Self-Employed
32.644811
Suburban
Premium
null
8
613
3
2024-04-01 15:21:39.204790
Average
Yes
Monthly
Apartment
689
1,185,325
36
Female
6,935
Single
0
PhD
null
45.759615
Suburban
Comprehensive
0
19
577
6
2021-07-04 15:21:39.122134
Average
No
Monthly
Apartment
3,106
1,185,326
42
Male
10,013
Divorced
3
Master's
Employed
30.073556
Suburban
Premium
1
12
477
1
2021-05-21 15:21:39.276901
Average
No
Rarely
Apartment
2,585
1,185,327
18
Male
145,767
Married
null
High School
Unemployed
20.818363
Suburban
Comprehensive
0
17
563
9
2019-10-20 15:21:39.253660
Good
Yes
Monthly
Condo
3,262
1,185,328
35
Male
20,262
Single
4
PhD
null
46.771769
Suburban
Basic
1
6
827
4
2023-09-29 15:21:39.172097
Poor
Yes
Daily
Condo
619
1,185,329
62
Female
3,950
Single
0
High School
Self-Employed
42.827572
Suburban
Comprehensive
2
6
532
7
2022-09-10 15:21:39.167099
Average
No
Weekly
Condo
2,714
1,185,330
50
Male
5,454
Divorced
2
Bachelor's
Self-Employed
19.918596
Rural
Basic
1
4
476
8
2020-05-25 15:21:39.155231
Poor
Yes
Daily
Apartment
1,038
1,185,331
60
Female
39,644
Divorced
2
PhD
null
26.204584
Rural
Comprehensive
null
10
759
4
2023-07-04 15:21:39.189223
null
No
Weekly
House
1,524
1,185,332
31
Female
58,338
Married
2
High School
Self-Employed
45.008361
Urban
Premium
0
12
572
1
2024-07-10 15:21:39.237118
null
No
Monthly
Condo
210
1,185,333
54
Male
94,598
Married
3
High School
Employed
14.078682
Suburban
Comprehensive
2
19
583
4
2021-11-11 15:21:39.257696
Average
No
Monthly
House
130
1,185,334
30
Male
92,910
Married
null
PhD
Employed
30.291099
Urban
Comprehensive
1
15
453
1
2020-07-11 15:21:39.258696
Poor
No
Monthly
House
1,269
1,185,335
41
Female
3,240
Divorced
4
PhD
Unemployed
4.677779
Rural
Basic
0
19
632
1
2021-01-30 15:21:39.134960
Poor
Yes
Weekly
Condo
124
1,185,336
51
Female
67,288
Married
4
Bachelor's
Employed
20.496586
Urban
Basic
2
6
505
8
2023-10-13 15:21:39.129190
Poor
Yes
Daily
House
595
1,185,337
64
Male
37,332
Divorced
3
PhD
Unemployed
24.897656
Rural
Basic
null
2
562
7
2022-06-05 15:21:39.169102
Poor
Yes
Monthly
Condo
394
1,185,338
32
Female
1,007
Single
1
Bachelor's
Employed
8.794936
Rural
Basic
1
4
564
5
2019-10-24 15:21:39.089116
Good
No
Weekly
Apartment
1,672
1,185,339
21
Male
18,705
Married
4
Master's
Unemployed
38.543408
Suburban
Comprehensive
1
3
791
9
2021-09-03 15:21:39.134960
Average
No
Monthly
Condo
3,495
1,185,340
31
Female
17,952
Single
2
Master's
Self-Employed
36.682944
Urban
Comprehensive
1
1
772
9
2020-01-26 15:21:39.235012
Poor
Yes
Daily
House
38
1,185,341
19
Male
4,983
Married
4
High School
Unemployed
9.242857
Suburban
Premium
1
12
692
4
2023-02-09 15:21:39.154008
Average
Yes
Daily
Apartment
70
1,185,342
59
Male
25,573
Single
1
Bachelor's
null
13.806632
Rural
Comprehensive
0
12
null
2
2023-07-11 15:21:39.273973
Average
No
Rarely
Apartment
716
1,185,343
42
Female
2,789
Divorced
4
Master's
Employed
45.606221
Urban
Premium
0
14
461
6
2021-05-13 15:21:39.196387
Good
Yes
Rarely
House
79
1,185,344
57
Male
836
Married
1
Bachelor's
Unemployed
4.774309
Rural
Basic
0
1
730
7
2020-06-12 15:21:39.109552
Average
No
Monthly
Condo
59
1,185,345
37
Female
null
Single
0
PhD
Self-Employed
12.80732
Rural
Basic
null
12
null
3
2023-10-03 15:21:39.097737
Average
No
Rarely
House
387
1,185,346
37
Male
63,429
Divorced
3
Master's
Self-Employed
35.397823
Suburban
Comprehensive
0
10
null
9
2021-12-10 15:21:39.279729
null
No
Weekly
Condo
30
1,185,347
62
Female
83,568
Single
2
PhD
Self-Employed
40.288471
Suburban
Comprehensive
0
4
398
2
2022-03-07 15:21:39.144722
Good
No
Daily
Apartment
1,167
1,185,348
57
Male
126,731
Married
0
PhD
null
18.686005
Rural
Basic
0
18
438
5
2023-04-19 15:21:39.213373
Average
Yes
Weekly
Condo
204
1,185,349
44
Male
null
Divorced
0
PhD
Employed
35.965822
Suburban
Comprehensive
1
9
311
5
2022-05-14 15:21:39.265513
Good
No
Monthly
House
695
1,185,350
55
Female
9,078
Married
null
Bachelor's
Unemployed
37.857172
Suburban
Comprehensive
0
0
797
6
2020-08-27 15:21:39.237118
Average
No
Monthly
Condo
2,615
1,185,351
63
Male
null
Divorced
1
High School
Self-Employed
28.539407
Urban
Comprehensive
null
7
616
9
2021-10-13 15:21:39.237118
Good
No
Rarely
House
45
1,185,352
27
Female
38,193
null
2
PhD
null
4.947101
Rural
Comprehensive
1
6
null
6
2023-11-06 15:21:39.122134
Good
No
Daily
House
1,710
1,185,353
43
Female
null
Divorced
4
Bachelor's
Unemployed
29.827308
Rural
Premium
null
5
419
3
2024-05-13 15:21:39.224915
Poor
Yes
Weekly
Apartment
226
1,185,354
50
Male
52,431
Divorced
2
High School
null
null
Suburban
Premium
1
2
462
8
2022-02-04 15:21:39.134960
Good
No
Daily
Condo
28
1,185,355
32
Male
23,470
Divorced
4
Bachelor's
null
20.054539
Rural
Premium
null
6
774
9
2022-03-01 15:21:39.180553
Poor
No
Rarely
House
514
1,185,356
54
Female
3,698
Single
0
Master's
null
30.854174
Suburban
Basic
1
3
542
3
2021-01-28 15:21:39.276901
Average
No
Monthly
House
1,845
1,185,357
54
Female
7,830
Single
3
Bachelor's
Unemployed
19.890442
Urban
Comprehensive
2
3
448
5
2023-06-06 15:21:39.095696
Good
No
Rarely
Apartment
1,442
1,185,358
40
Female
52,737
Married
0
Master's
Unemployed
31.963654
Suburban
Premium
null
5
523
7
2023-06-30 15:21:39.185215
Poor
Yes
Monthly
Condo
96
1,185,359
23
Female
4,051
Divorced
4
Master's
Employed
27.95243
Urban
Comprehensive
0
19
614
7
2020-11-18 15:21:39.134960
Good
Yes
Weekly
House
230
1,185,360
34
Male
45,252
Married
1
Bachelor's
null
39.856132
Rural
Basic
1
7
459
8
2022-05-28 15:21:39.188220
Average
Yes
Weekly
Apartment
923
1,185,361
61
Female
1,359
Divorced
2
Master's
null
18.865122
Urban
Premium
1
18
834
4
2020-11-26 15:21:39.155231
null
Yes
Daily
Condo
604
1,185,362
38
Male
32,439
Divorced
2
Master's
null
22.12598
Urban
Comprehensive
null
17
465
4
2021-09-15 15:21:39.095696
Poor
No
Weekly
Apartment
284
1,185,363
24
Male
90,788
Single
4
Master's
null
null
Urban
Comprehensive
0
6
687
8
2020-01-03 15:21:39.134960
null
No
Rarely
Apartment
1,253
1,185,364
55
Female
33,174
Divorced
1
High School
Unemployed
29.06867
Suburban
Comprehensive
null
19
null
4
2019-11-13 15:21:39.148733
Average
No
Monthly
Condo
1,290
1,185,365
36
Female
4,430
Married
3
Master's
Employed
30.152463
Suburban
Comprehensive
null
13
509
2
2024-04-18 15:21:39.155231
Average
Yes
Weekly
Condo
738
1,185,366
49
Male
23,019
null
1
High School
null
37.784752
Urban
Comprehensive
0
5
740
9
2020-07-19 15:21:39.253660
Poor
Yes
Daily
House
3,664
1,185,367
51
Female
44,316
Single
2
Bachelor's
null
9.859473
Suburban
Comprehensive
0
0
481
5
2023-12-21 15:21:39.180553
Good
Yes
Monthly
Apartment
481
1,185,368
29
Female
29,206
Divorced
1
PhD
Unemployed
41.382716
Suburban
Comprehensive
1
17
842
1
2022-06-25 15:21:39.237118
Good
Yes
Weekly
Apartment
1,368
1,185,369
61
Female
84,771
Divorced
0
High School
null
23.146434
Suburban
Basic
null
9
459
3
2024-03-30 15:21:39.237118
Average
No
Weekly
Apartment
2,534
1,185,370
53
Male
28,509
Single
null
Master's
Self-Employed
24.724779
Rural
Comprehensive
0
1
670
4
2023-02-14 15:21:39.261856
Average
No
Daily
House
83
1,185,371
48
Male
72,383
Divorced
1
Bachelor's
null
20.350008
Rural
Premium
0
19
null
1
2023-06-11 15:21:39.122134
null
No
Daily
Condo
395
1,185,372
29
Female
null
Single
4
Bachelor's
null
9.829685
Suburban
Comprehensive
0
10
355
5
2023-06-20 15:21:39.152732
null
No
Daily
Condo
851
1,185,373
54
Female
52,625
Married
1
High School
Employed
null
Urban
Premium
0
2
null
4
2020-09-30 15:21:39.102694
null
Yes
Rarely
Apartment
37
1,185,374
52
Female
53,697
Married
2
Bachelor's
Self-Employed
49.512614
Suburban
Comprehensive
1
17
571
6
2021-04-29 15:21:39.271453
Average
Yes
Weekly
Condo
251
1,185,375
37
Female
718
Married
3
High School
null
null
Urban
Comprehensive
1
9
462
3
2023-08-07 15:21:39.167099
Average
No
Weekly
House
469
1,185,376
48
Male
7,957
Single
1
PhD
Employed
12.724701
Urban
Premium
1
11
593
3
2024-08-06 15:21:39.267454
Good
Yes
Daily
House
115
1,185,377
64
Female
24,486
Single
0
Bachelor's
Unemployed
41.918586
Suburban
Basic
2
11
null
8
2021-07-27 15:21:39.093681
Good
Yes
Monthly
House
713
1,185,378
34
Male
15,485
Married
2
Bachelor's
Self-Employed
28.261607
Urban
Comprehensive
1
19
682
2
2022-09-20 15:21:39.172097
Average
No
Monthly
Apartment
837
1,185,379
50
Male
58,598
Single
4
Master's
Unemployed
6.564068
Suburban
Comprehensive
null
8
788
6
2023-03-27 15:21:39.079128
Good
No
Rarely
Condo
100
1,185,380
29
Male
14,084
Single
1
PhD
null
null
Urban
Basic
null
7
591
3
2023-02-01 15:21:39.247098
Average
No
Rarely
House
938
1,185,381
30
Female
15,881
Married
2
PhD
Unemployed
51.653545
Suburban
Basic
null
5
692
8
2024-07-04 15:21:39.192212
Good
Yes
Monthly
Condo
618
1,185,382
34
Male
9,067
Divorced
1
High School
Self-Employed
40.288213
Urban
Comprehensive
null
9
598
1
2022-08-13 15:21:39.205850
Poor
Yes
Daily
House
1,214
1,185,383
25
Male
41,986
Single
4
High School
Employed
28.977453
Urban
Comprehensive
null
1
740
2
2020-02-23 15:21:39.173834
Poor
No
Rarely
Apartment
2,749
1,185,384
29
Female
80,190
Divorced
2
Bachelor's
null
38.394765
Suburban
Comprehensive
null
3
390
3
2024-03-11 15:21:39.271453
Average
Yes
Weekly
House
952
1,185,385
18
Male
92,565
Married
0
Master's
Self-Employed
38.75457
Urban
Comprehensive
0
12
502
4
2021-08-11 15:21:39.134960
Good
No
Monthly
House
25
1,185,386
48
Female
16,259
Divorced
1
PhD
Employed
16.151024
Rural
Basic
null
6
679
3
2023-11-14 15:21:39.086123
Poor
Yes
Monthly
Condo
493
1,185,387
60
Female
5,530
Single
0
PhD
Employed
43.878283
Suburban
Premium
null
1
null
2
2022-03-31 15:21:39.281787
Good
Yes
Monthly
Apartment
557
1,185,388
44
Female
33,275
Divorced
2
PhD
Employed
null
Rural
Comprehensive
2
3
361
5
2020-04-17 15:21:39.155231
Poor
No
Daily
Condo
29
1,185,389
26
Female
16,963
Divorced
4
PhD
null
20.887203
Suburban
Premium
0
3
584
2
2021-04-14 15:21:39.210805
Poor
No
Daily
House
464
1,185,390
35
Female
143,831
Single
3
Bachelor's
Self-Employed
null
Urban
Premium
2
0
787
1
2020-06-17 15:21:39.244069
Good
No
Weekly
Apartment
3,227
1,185,391
57
Female
11,119
Divorced
2
Bachelor's
null
16.161942
Suburban
Comprehensive
1
0
751
5
2021-07-19 15:21:39.087123
Poor
Yes
Daily
Apartment
60
1,185,392
55
Female
29,056
Divorced
null
PhD
null
31.564993
Suburban
Comprehensive
null
19
null
4
2020-07-30 15:21:39.090124
Average
No
Daily
Condo
24
1,185,393
51
Male
468
Married
null
PhD
null
14.938403
Rural
Comprehensive
3
3
725
2
2022-10-09 15:21:39.155231
Poor
No
Rarely
Condo
2,050
1,185,394
59
Female
7,983
Divorced
1
Bachelor's
Employed
46.052434
Suburban
Comprehensive
0
14
639
1
2021-03-13 15:21:39.237118
Poor
Yes
Rarely
House
715
1,185,395
52
Male
29,460
Single
0
PhD
Self-Employed
6.388821
Rural
Premium
2
7
453
9
2020-06-09 15:21:39.154008
Good
Yes
Rarely
Condo
1,713
1,185,396
19
Male
61,556
Divorced
0
PhD
Unemployed
40.351635
Suburban
Basic
null
7
431
2
2022-04-24 15:21:39.092127
Good
Yes
Daily
Condo
806
1,185,397
36
Female
9,054
Divorced
3
PhD
Employed
19.918083
Urban
Comprehensive
2
11
773
3
2019-10-22 15:21:39.180553
Poor
No
Daily
Condo
828
1,185,398
33
Male
31,671
Single
2
Bachelor's
Self-Employed
26.868786
Urban
Premium
0
3
552
7
2024-06-13 15:21:39.155231
Good
Yes
Monthly
Apartment
1,137
1,185,399
46
Male
35,123
Single
null
Bachelor's
null
null
Urban
Comprehensive
1
13
509
3
2024-05-27 15:21:39.289099
Poor
No
Rarely
House
669