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
3,300
64
Female
10,981
Married
1
Bachelor's
Employed
36.897115
Urban
Comprehensive
1
13
791
7
2020-01-05 15:21:39.237118
Average
Yes
Monthly
Condo
1,023
3,301
31
Female
20,535
Single
1
PhD
null
11.812236
Rural
Comprehensive
0
14
534
3
2021-07-22 15:21:39.246098
Good
No
Monthly
Apartment
1,706
3,302
48
Male
null
Married
3
PhD
Employed
8.899902
Rural
Basic
0
14
431
4
2020-05-25 15:21:39.285112
Average
Yes
Weekly
Condo
596
3,303
27
Male
85,901
Married
4
Master's
Employed
33.595861
Rural
Premium
0
17
751
5
2022-04-11 15:21:39.148733
Average
No
Monthly
Condo
284
3,304
28
Male
1,170
Single
3
Master's
Employed
null
Rural
Comprehensive
1
17
782
3
2020-10-02 15:21:39.289099
Poor
No
Weekly
Condo
912
3,305
47
Male
null
Married
1
High School
Employed
13.574613
Rural
Comprehensive
1
11
423
3
2020-09-16 15:21:39.180553
Good
No
Daily
Condo
631
3,306
57
Female
99,129
Single
4
PhD
Employed
20.790766
Suburban
Premium
null
6
543
9
2024-03-23 15:21:39.128286
Good
No
Weekly
Condo
323
3,307
55
Female
7,236
Divorced
4
Bachelor's
Unemployed
33.16668
Rural
Premium
2
12
614
3
2021-11-29 15:21:39.155231
Average
No
Weekly
Condo
668
3,308
39
Male
10,198
null
0
PhD
null
26.982807
Rural
Premium
2
1
727
8
2023-06-29 15:21:39.150730
Good
Yes
Daily
Condo
882
3,309
51
Male
63,941
Single
3
High School
Employed
19.302865
Urban
Premium
null
13
345
1
2020-07-30 15:21:39.099739
Average
Yes
Weekly
House
804
3,310
32
Female
5,895
Married
2
Master's
Employed
null
Urban
Premium
null
12
546
9
2020-05-31 15:21:39.125660
Good
Yes
Monthly
Apartment
926
3,311
37
Female
55,625
Married
1
Bachelor's
Self-Employed
44.811349
Rural
Basic
1
3
657
1
2019-09-04 15:21:39.081504
null
No
Weekly
Condo
710
3,312
58
Male
54,766
Divorced
4
Bachelor's
Employed
36.908806
Rural
Premium
0
16
805
4
2023-01-18 15:21:39.155231
Average
No
Daily
Condo
360
3,313
22
Male
85,901
Married
0
PhD
Unemployed
26.781517
Urban
Premium
null
19
357
7
2021-07-06 15:21:39.221386
null
No
Daily
Apartment
565
3,314
38
Female
10,569
Single
null
Master's
Employed
43.079541
Urban
Comprehensive
1
10
null
3
2024-03-01 15:21:39.173834
Good
Yes
Monthly
Condo
182
3,315
42
Male
16,076
Single
1
High School
null
19.895369
Urban
Basic
1
14
466
7
2023-05-09 15:21:39.134960
Average
Yes
Monthly
Condo
539
3,316
50
Female
34,775
Single
1
High School
null
36.478879
Suburban
Premium
1
3
353
3
2022-06-29 15:21:39.271453
Poor
Yes
Rarely
House
1,576
3,317
18
Male
null
Divorced
2
Master's
null
null
Urban
Premium
2
11
449
8
2022-07-23 15:21:39.185215
Average
Yes
Rarely
Condo
1,314
3,318
64
Male
940
Divorced
1
Bachelor's
Employed
36.818383
Suburban
Premium
null
1
726
1
2021-03-14 15:21:39.134960
null
No
Monthly
Apartment
532
3,319
18
Female
12,220
Married
3
Master's
Self-Employed
40.807061
Suburban
Premium
1
8
552
3
2021-07-10 15:21:39.155231
Poor
No
Daily
Apartment
2,155
3,320
36
Male
5,947
Single
4
Bachelor's
Employed
49.366515
Rural
Comprehensive
0
9
null
6
2020-10-25 15:21:39.145732
Poor
Yes
Daily
House
1,111
3,321
58
Male
8,841
Single
4
High School
Employed
45.684836
Rural
Premium
2
13
816
7
2020-12-12 15:21:39.170099
Good
No
Weekly
Apartment
24
3,322
59
Female
3,352
Married
1
Master's
Employed
32.122005
Urban
Comprehensive
1
3
368
2
2021-07-27 15:21:39.237118
Good
No
Rarely
House
2,315
3,323
31
Female
3,249
Single
1
High School
Self-Employed
28.924708
Rural
Comprehensive
2
3
725
5
2020-04-08 15:21:39.134960
Average
No
Daily
Condo
1,207
3,324
29
Male
67,427
Married
0
Master's
Unemployed
11.056496
Suburban
Comprehensive
1
12
344
8
2023-11-19 15:21:39.111551
Average
No
Weekly
Apartment
1,621
3,325
37
Male
72,577
Divorced
2
PhD
Employed
null
Urban
Comprehensive
null
18
479
7
2022-05-08 15:21:39.164044
Good
No
Monthly
Apartment
789
3,326
61
Male
83,921
Married
0
High School
null
26.079585
Rural
Basic
null
1
783
1
2019-11-16 15:21:39.155231
Poor
Yes
Daily
Apartment
329
3,327
35
Male
null
Married
1
Master's
Self-Employed
31.56423
Rural
Comprehensive
2
6
614
6
2023-09-07 15:21:39.082499
Good
Yes
Rarely
House
431
3,328
41
Male
71,386
Married
3
Master's
Employed
39.590055
Urban
Premium
1
6
308
6
2021-07-14 15:21:39.134960
Good
Yes
Daily
Apartment
639
3,329
27
Female
27,561
Single
3
Master's
null
15.1417
Urban
Comprehensive
1
1
833
5
2021-02-23 15:21:39.097737
Good
No
Weekly
Condo
1,117
3,330
36
Female
36,753
Divorced
1
High School
Self-Employed
5.696251
Suburban
Comprehensive
null
11
496
8
2024-08-09 15:21:39.213373
Average
No
Monthly
House
45
3,331
52
Female
61,342
Married
2
PhD
null
15.01093
Urban
Premium
2
19
null
1
2021-12-09 15:21:39.121169
Average
No
Rarely
Condo
2,122
3,332
34
Female
14,084
Married
3
PhD
Employed
31.923731
Urban
Premium
0
1
null
8
2021-03-18 15:21:39.192212
Average
Yes
Rarely
Apartment
1,324
3,333
57
Male
11,280
Married
4
PhD
Self-Employed
22.598761
Rural
Basic
0
2
614
6
2023-02-23 15:21:39.122134
Poor
Yes
Daily
House
627
3,334
54
Female
35,178
Married
0
High School
Self-Employed
32.87928
Suburban
Basic
null
8
507
9
2024-04-17 15:21:39.170099
Poor
Yes
Daily
Condo
740
3,335
59
Male
11,295
Single
1
Master's
null
28.573394
Urban
Basic
1
4
659
4
2023-07-05 15:21:39.096739
Average
No
Monthly
Condo
1,442
3,336
45
Female
9,094
Divorced
4
PhD
Unemployed
25.160988
Suburban
Premium
null
6
478
4
2024-04-22 15:21:39.278402
Poor
No
Monthly
Apartment
2,134
3,337
null
Female
56,437
Married
4
High School
Employed
null
Suburban
Comprehensive
1
4
818
1
2022-09-27 15:21:39.237118
Poor
No
Monthly
Condo
45
3,338
38
Female
17,121
Divorced
0
High School
Self-Employed
19.134418
Urban
Basic
1
0
507
7
2023-10-30 15:21:39.119168
Average
Yes
Weekly
Apartment
476
3,339
37
Male
46,907
Divorced
3
High School
Self-Employed
29.760058
Rural
Premium
0
0
328
9
2022-08-29 15:21:39.194829
Average
Yes
Monthly
Apartment
3,564
3,340
58
Male
20,797
Divorced
4
PhD
Self-Employed
28.812297
Rural
Comprehensive
1
5
647
6
2021-03-09 15:21:39.134960
Good
Yes
Weekly
Condo
819
3,341
27
Female
29,087
Divorced
3
PhD
null
31.922101
Suburban
Basic
null
16
636
2
2023-11-15 15:21:39.155231
Poor
No
Daily
House
582
3,342
37
Male
25,211
Single
2
High School
Employed
20.836558
Suburban
Basic
null
8
null
1
2024-04-18 15:21:39.134960
Poor
Yes
Daily
Condo
614
3,343
54
Male
7,894
Divorced
0
Master's
Employed
26.040831
Suburban
Premium
1
14
642
9
2023-01-12 15:21:39.155231
Poor
Yes
Monthly
Apartment
744
3,344
35
Male
26,861
Married
0
High School
Unemployed
25.037123
Suburban
Premium
3
18
480
1
2021-10-21 15:21:39.175719
Good
Yes
Daily
House
532
3,345
63
Female
10,815
Divorced
4
PhD
Employed
39.44362
Rural
Basic
0
7
459
7
2020-05-14 15:21:39.170099
Good
Yes
Monthly
Apartment
708
3,346
18
Female
29,998
Married
2
PhD
null
20.048745
Rural
Basic
0
15
748
1
2019-12-11 15:21:39.226954
Poor
Yes
Daily
Condo
1,120
3,347
58
Male
25,423
Married
4
Bachelor's
Employed
23.955896
Rural
Premium
null
14
847
4
2022-11-25 15:21:39.151732
Poor
Yes
Daily
Apartment
254
3,348
53
Female
11,466
Married
1
Master's
null
26.926786
Suburban
Premium
0
5
300
1
2022-05-13 15:21:39.155231
Average
Yes
Daily
Apartment
1,943
3,349
23
Female
50,261
Married
0
PhD
Employed
18.569712
Urban
Basic
0
19
433
2
2022-12-13 15:21:39.134960
Average
No
Daily
Condo
1,148
3,350
19
Female
62,854
null
4
Master's
Unemployed
17.717923
Urban
Premium
1
9
595
3
2023-02-27 15:21:39.155231
Average
Yes
Weekly
House
3,262
3,351
45
Female
59,492
Divorced
0
High School
Unemployed
27.294215
Rural
Comprehensive
null
13
477
3
2021-01-17 15:21:39.134960
Good
Yes
Daily
Condo
3,735
3,352
38
Female
2,778
Divorced
3
Bachelor's
Employed
null
Suburban
Comprehensive
null
11
778
6
2021-04-07 15:21:39.092127
Average
Yes
Rarely
House
478
3,353
63
Female
15,891
Married
3
PhD
Unemployed
5.372378
Rural
Premium
1
12
706
5
2021-11-15 15:21:39.144722
Average
No
Daily
House
612
3,354
26
Male
94,098
null
3
Bachelor's
Unemployed
null
Rural
Comprehensive
null
5
581
1
2022-10-06 15:21:39.102694
Good
Yes
Rarely
Condo
492
3,355
44
Female
54,547
Married
2
High School
Unemployed
34.73943
Rural
Premium
0
12
583
4
2023-05-23 15:21:39.271453
Good
No
Monthly
House
124
3,356
50
Male
114,728
Single
4
Master's
Self-Employed
27.611547
Suburban
Premium
1
9
null
8
2020-07-18 15:21:39.155231
Average
No
Weekly
Apartment
178
3,357
32
Female
6,814
Divorced
2
Master's
null
27.974376
Suburban
Comprehensive
0
12
788
8
2023-01-26 15:21:39.204790
Average
No
Weekly
Condo
1,365
3,358
34
Female
104,788
Single
4
PhD
null
13.572784
Urban
Premium
null
10
456
7
2020-12-16 15:21:39.237118
Average
No
Daily
House
86
3,359
43
Male
14,328
Divorced
1
Master's
Employed
35.795005
Urban
Premium
null
16
764
7
2023-06-29 15:21:39.209847
Poor
Yes
Rarely
Condo
916
3,360
20
Male
27,467
Single
0
Bachelor's
Self-Employed
16.797746
Urban
Premium
1
0
722
7
2020-06-01 15:21:39.175719
Good
Yes
Weekly
House
1,311
3,361
49
Male
2,796
Single
0
High School
Unemployed
20.749757
Rural
Basic
0
19
308
6
2021-04-07 15:21:39.168099
Average
Yes
Daily
Condo
1,184
3,362
55
Female
75,534
Single
2
Master's
Unemployed
40.55488
Rural
Comprehensive
1
6
646
4
2022-08-19 15:21:39.194829
Average
Yes
Monthly
Condo
48
3,363
64
Female
11,745
Single
3
High School
Employed
49.074472
Rural
Basic
0
9
360
4
2022-10-16 15:21:39.231531
Average
Yes
Rarely
House
539
3,364
29
Male
3,610
Married
4
High School
Employed
11.422834
Rural
Premium
null
7
null
1
2020-08-24 15:21:39.237118
null
No
Monthly
Apartment
1,308
3,365
55
Female
25,573
Divorced
2
Master's
Self-Employed
25.369764
Suburban
Comprehensive
1
1
845
7
2021-12-22 15:21:39.237118
null
Yes
Weekly
Apartment
2,407
3,366
49
Male
31,504
Single
4
High School
Unemployed
23.692664
Suburban
Premium
1
14
694
3
2023-01-30 15:21:39.134960
Average
No
Daily
House
481
3,367
48
Female
14,984
Divorced
3
Master's
null
12.177216
Suburban
Premium
null
13
759
5
2023-03-21 15:21:39.273973
Good
No
Monthly
House
596
3,368
27
Female
38,323
Divorced
1
Bachelor's
Employed
4.773438
Suburban
Comprehensive
1
13
null
7
2024-01-26 15:21:39.091080
Poor
No
Daily
Apartment
29
3,369
38
Male
113,910
Single
4
Bachelor's
Unemployed
4.596558
Urban
Basic
3
14
null
1
2024-03-19 15:21:39.278402
Good
No
Monthly
Condo
2,192
3,370
57
Male
17,051
Divorced
3
Bachelor's
Unemployed
49.010539
Suburban
Basic
1
8
477
5
2020-09-17 15:21:39.190215
Average
No
Daily
Apartment
1,091
3,371
53
Male
144,974
Single
1
High School
null
33.924128
Urban
Premium
0
9
657
2
2020-02-19 15:21:39.155231
Poor
No
Rarely
Apartment
4,301
3,372
32
Female
142,375
Married
3
PhD
Employed
null
Rural
Premium
1
7
735
9
2024-07-04 15:21:39.148733
Average
Yes
Monthly
House
3,255
3,373
41
Male
120,846
Single
2
Bachelor's
Employed
13.093494
Rural
Basic
1
1
408
3
2019-10-05 15:21:39.093681
Good
Yes
Daily
Condo
288
3,374
36
Male
44,939
Single
0
High School
null
25.816632
Suburban
Comprehensive
null
19
651
1
2020-03-04 15:21:39.216387
Average
No
Daily
Condo
3,035
3,375
54
Male
6,764
Divorced
4
PhD
Self-Employed
29.361446
Rural
Basic
1
13
846
4
2019-12-04 15:21:39.085129
Average
No
Weekly
Apartment
894
3,376
42
Female
26,373
null
4
Bachelor's
Employed
null
Suburban
Comprehensive
1
4
659
5
2023-06-15 15:21:39.176717
Poor
Yes
Daily
Apartment
812
3,377
44
Female
8,009
Single
0
High School
Self-Employed
20.943168
Suburban
Premium
0
0
811
6
2023-05-17 15:21:39.120168
Average
Yes
Monthly
Apartment
393
3,378
29
Male
23,887
Married
4
Bachelor's
Unemployed
4.794414
Rural
Premium
1
14
577
7
2021-12-05 15:21:39.180553
Poor
Yes
Weekly
House
3,356
3,379
32
Female
23,142
Single
0
Bachelor's
Unemployed
null
Rural
Basic
0
8
709
9
2022-12-31 15:21:39.087123
Poor
No
Monthly
Condo
1,119
3,380
35
Male
94,629
Single
1
PhD
Unemployed
26.092155
Urban
Premium
3
11
422
3
2020-02-20 15:21:39.254678
Good
Yes
Daily
House
1,049
3,381
19
Male
52,395
Divorced
4
PhD
null
50.095839
Urban
Comprehensive
2
16
822
4
2023-02-12 15:21:39.102694
Poor
No
Rarely
House
316
3,382
31
Male
55,973
Single
3
High School
Unemployed
5.453725
Rural
Premium
0
2
582
1
2019-09-01 15:21:39.271453
Average
No
Weekly
House
2,554
3,383
36
Female
8,072
Divorced
2
Master's
Unemployed
null
Urban
Basic
0
19
614
2
2022-03-02 15:21:39.086123
Average
Yes
Daily
House
1,263
3,384
22
Female
738
Single
4
Bachelor's
Unemployed
35.879224
Rural
Premium
0
15
473
3
2022-01-06 15:21:39.134960
Good
No
Daily
House
431
3,385
18
Female
9,094
Married
4
PhD
null
13.817475
Rural
Basic
null
17
578
4
2020-01-31 15:21:39.099739
Good
Yes
Daily
House
748
3,386
25
Male
38,006
Married
4
High School
Employed
6.5891
Urban
Premium
0
6
543
7
2020-09-08 15:21:39.165120
null
Yes
Daily
House
50
3,387
36
Male
13,041
Single
null
Master's
Unemployed
15.614346
Urban
Comprehensive
0
5
644
8
2024-07-10 15:21:39.102694
Good
No
Weekly
Condo
835
3,388
54
Female
80,907
Single
4
Master's
null
18.074008
Suburban
Comprehensive
0
18
506
2
2021-07-06 15:21:39.279729
Average
No
Daily
Condo
2,071
3,389
53
Male
64,429
Divorced
1
High School
null
14.186858
Rural
Premium
null
2
571
8
2022-05-31 15:21:39.134960
null
No
Daily
House
50
3,390
55
Female
14,894
Married
1
Bachelor's
Self-Employed
24.597713
Suburban
Premium
null
5
null
1
2020-12-23 15:21:39.245086
Average
No
Daily
Condo
1,256
3,391
33
Female
20,861
Married
1
PhD
Unemployed
25.540641
Suburban
Basic
3
12
538
7
2022-10-25 15:21:39.112553
Poor
No
Rarely
Apartment
2,463
3,392
37
Male
21,334
Married
0
High School
Unemployed
26.910026
Suburban
Basic
2
17
820
4
2022-02-03 15:21:39.256696
Average
No
Rarely
House
441
3,393
34
Female
29,417
Single
2
PhD
Self-Employed
29.891488
Rural
Premium
1
10
810
5
2023-06-22 15:21:39.134960
Average
No
Weekly
Apartment
1,507
3,394
27
Male
17,900
Divorced
null
Master's
Employed
27.585529
Urban
Premium
1
3
null
2
2021-03-01 15:21:39.254678
Good
No
Monthly
House
827
3,395
47
Male
53,889
Married
null
Master's
Employed
34.3544
Urban
Comprehensive
null
15
442
1
2021-06-16 15:21:39.095696
Poor
Yes
Weekly
House
409
3,396
61
Female
6,097
Divorced
1
Master's
Employed
null
Urban
Comprehensive
null
16
null
2
2023-04-19 15:21:39.185215
Good
Yes
Monthly
Condo
2,047
3,397
47
Male
4,020
Single
2
Bachelor's
Employed
34.384617
Rural
Comprehensive
null
5
719
8
2023-09-15 15:21:39.143708
Poor
Yes
Daily
Apartment
39
3,398
48
Male
8,314
Divorced
4
High School
Employed
10.092272
Urban
Comprehensive
1
3
489
8
2024-02-07 15:21:39.198406
Good
Yes
Weekly
House
127
3,399
33
Female
38,033
Divorced
null
PhD
Employed
11.922108
Urban
Comprehensive
null
11
652
1
2021-01-17 15:21:39.257696
Average
No
Monthly
House
520