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
1,169,300
51
Male
37,349
Single
0
PhD
null
31.680156
Suburban
Basic
null
14
437
1
2020-08-07 15:21:39.098696
Good
Yes
Daily
Condo
1,069
1,169,301
58
Male
17,983
Divorced
4
Bachelor's
null
23.156901
Rural
Comprehensive
null
18
533
4
2022-03-04 15:21:39.134960
Good
No
Weekly
House
1,138
1,169,302
46
Female
16,789
Single
0
Master's
Unemployed
12.092212
Urban
Premium
1
5
371
3
2020-04-26 15:21:39.246098
Poor
No
Monthly
Apartment
2,559
1,169,303
18
Male
1,289
Divorced
2
High School
Self-Employed
5.739254
Rural
Premium
null
14
null
3
2024-01-05 15:21:39.285112
null
No
Monthly
Apartment
1,323
1,169,304
56
Female
54,547
Single
2
Master's
Self-Employed
20.947165
Suburban
Premium
1
8
581
3
2024-03-03 15:21:39.257696
Average
No
Weekly
House
267
1,169,305
63
Male
12,084
Single
1
Master's
Employed
27.564627
Suburban
Basic
0
11
null
4
2021-03-13 15:21:39.155231
Poor
No
Monthly
Condo
2,121
1,169,306
39
Male
18,644
Divorced
4
Master's
null
4.396924
Urban
Premium
null
17
759
6
2023-03-29 15:21:39.134960
Average
No
Weekly
Apartment
828
1,169,307
64
Male
43,167
Single
4
Master's
Employed
22.074051
Suburban
Premium
2
1
null
9
2023-03-12 15:21:39.166062
Average
No
Monthly
House
878
1,169,308
60
Female
38,264
Single
1
Master's
Unemployed
15.944282
Rural
Premium
3
19
561
7
2021-12-20 15:21:39.219432
null
Yes
Monthly
Apartment
1,263
1,169,309
35
Female
17,054
Divorced
1
Bachelor's
Unemployed
21.372076
Rural
Basic
2
12
null
8
2023-07-16 15:21:39.171102
Average
Yes
Daily
House
740
1,169,310
25
Male
57,848
Married
2
High School
Employed
19.206791
Suburban
Basic
0
18
571
1
2020-09-14 15:21:39.168099
Average
Yes
Weekly
Condo
50
1,169,311
39
Male
17,900
Divorced
3
Bachelor's
Unemployed
27.329439
Suburban
Basic
1
7
704
6
2023-02-22 15:21:39.213373
Good
No
Weekly
House
168
1,169,312
19
Male
1,099
Married
4
Master's
Self-Employed
34.812298
Urban
Comprehensive
2
13
829
1
2022-06-07 15:21:39.134960
Poor
Yes
Monthly
Apartment
562
1,169,313
36
Female
381
Single
4
PhD
Self-Employed
21.816171
Suburban
Premium
null
6
567
8
2024-04-29 15:21:39.211806
null
No
Daily
Apartment
276
1,169,314
55
Female
87,844
Married
4
PhD
Self-Employed
25.859594
Urban
Comprehensive
3
16
737
8
2020-04-19 15:21:39.171102
null
Yes
Rarely
Apartment
1,302
1,169,315
25
Male
16,109
Single
2
Master's
Self-Employed
25.766409
Rural
Basic
null
8
635
1
2019-11-19 15:21:39.131192
Good
No
Daily
House
546
1,169,316
58
Female
44,508
Married
2
Master's
Unemployed
16.286027
Urban
Comprehensive
null
19
811
7
2024-07-13 15:21:39.251142
Average
No
Monthly
Condo
2,675
1,169,317
25
Male
122,693
Married
3
Bachelor's
Employed
24.054224
Suburban
Comprehensive
1
1
352
7
2024-01-20 15:21:39.237118
Average
No
Monthly
Apartment
571
1,169,318
42
Male
142,290
Divorced
null
High School
Employed
9.078617
Suburban
Premium
1
18
585
2
2019-12-04 15:21:39.081504
Good
Yes
Weekly
Condo
2,537
1,169,319
33
Female
27,155
Married
3
PhD
Employed
37.389621
Suburban
Premium
null
7
653
2
2021-04-06 15:21:39.149731
Poor
No
Monthly
Condo
1,213
1,169,320
58
Male
45,971
Single
4
Bachelor's
null
38.939273
Urban
Comprehensive
null
17
521
2
2023-08-12 15:21:39.134960
Poor
No
Weekly
House
809
1,169,321
39
Female
132,025
Divorced
4
High School
Employed
45.937278
Urban
Comprehensive
null
18
356
9
2021-06-04 15:21:39.222387
Good
Yes
Weekly
Apartment
847
1,169,322
38
Female
21,594
Divorced
0
High School
Unemployed
25.717662
Suburban
Comprehensive
1
12
518
1
2024-05-09 15:21:39.102694
Average
No
Daily
Apartment
940
1,169,323
27
Female
45,410
Single
4
High School
Unemployed
13.788303
Suburban
Basic
1
18
741
6
2023-08-03 15:21:39.155231
Average
Yes
Rarely
House
1,163
1,169,324
56
Male
38,653
Single
4
PhD
Unemployed
41.473099
Suburban
Comprehensive
1
0
null
8
2024-04-18 15:21:39.092127
Average
No
Weekly
Condo
2,550
1,169,325
47
Male
693
Single
null
PhD
Unemployed
16.549524
Suburban
Comprehensive
1
11
692
5
2021-12-14 15:21:39.155231
Average
Yes
Monthly
Apartment
234
1,169,326
27
Male
52,271
Divorced
null
High School
null
31.993609
Suburban
Premium
1
10
324
4
2023-06-13 15:21:39.250151
Average
No
Rarely
House
3,262
1,169,327
38
Female
5,916
Married
4
Master's
Unemployed
45.81739
Urban
Comprehensive
0
13
586
3
2022-01-08 15:21:39.094752
Good
No
Weekly
House
815
1,169,328
41
Female
27,982
Single
0
Master's
Unemployed
21.652428
Rural
Premium
1
2
632
6
2020-12-24 15:21:39.155231
null
Yes
Daily
House
626
1,169,329
63
Male
104,460
Divorced
null
Bachelor's
null
41.096977
Suburban
Premium
1
12
474
7
2020-11-22 15:21:39.085129
Average
No
Daily
Condo
431
1,169,330
62
Male
16,152
Married
1
Master's
Unemployed
18.849338
Rural
Basic
0
0
736
6
2021-10-20 15:21:39.276901
Poor
Yes
Monthly
Condo
1,824
1,169,331
42
Male
1,455
Single
0
PhD
null
40.873273
Rural
Premium
2
4
584
3
2023-11-19 15:21:39.175719
Poor
No
Weekly
Condo
1,036
1,169,332
60
Male
9,095
Divorced
0
Master's
null
8.41733
Urban
Basic
1
10
823
3
2019-08-31 15:21:39.134960
Good
No
Monthly
House
1,201
1,169,333
53
Male
null
Married
4
High School
Unemployed
17.25377
Urban
Basic
1
6
587
5
2019-11-21 15:21:39.145732
Good
Yes
Weekly
Apartment
311
1,169,334
44
Female
12,912
Married
2
Master's
Unemployed
15.927063
Urban
Comprehensive
1
5
null
8
2021-08-10 15:21:39.092127
Good
No
Weekly
Apartment
1,790
1,169,335
58
Male
2,979
null
3
PhD
Self-Employed
10.84835
Urban
Comprehensive
0
16
754
6
2023-12-26 15:21:39.172097
Average
Yes
Daily
Apartment
1,651
1,169,336
41
Female
18,632
Divorced
2
High School
Employed
14.858223
Suburban
Premium
2
18
516
4
2020-07-11 15:21:39.192212
Average
No
Monthly
Apartment
597
1,169,337
26
Male
28,256
Divorced
0
PhD
null
4.865343
Rural
Comprehensive
null
5
521
6
2021-04-03 15:21:39.134960
Poor
No
Weekly
House
1,208
1,169,338
34
Male
17,649
Divorced
3
High School
Self-Employed
34.376535
Rural
Premium
0
18
784
7
2022-08-19 15:21:39.082499
Good
Yes
Rarely
House
474
1,169,339
null
Male
28,897
Divorced
0
PhD
Self-Employed
53.316471
Suburban
Comprehensive
2
6
null
7
2023-12-18 15:21:39.134960
Good
Yes
Daily
House
1,205
1,169,340
22
Female
null
Single
4
Master's
Employed
16.271069
Rural
Comprehensive
1
15
312
7
2022-05-11 15:21:39.154008
Poor
No
Weekly
House
647
1,169,341
43
Female
36,118
Single
4
High School
Self-Employed
40.973997
Urban
Basic
0
9
522
6
2021-06-13 15:21:39.155231
Average
No
Monthly
Condo
2,497
1,169,342
55
Female
45,640
Single
2
PhD
null
18.834654
Suburban
Premium
0
10
null
8
2019-11-04 15:21:39.231531
Average
No
Daily
Condo
1,109
1,169,343
25
Male
null
Married
2
PhD
null
45.606829
Urban
Basic
null
6
432
9
2020-05-20 15:21:39.084065
Average
No
Daily
House
622
1,169,344
43
Female
33,304
Married
2
High School
Employed
43.382461
Suburban
Premium
0
9
511
1
2022-07-04 15:21:39.276901
Average
Yes
Monthly
Apartment
449
1,169,345
38
Female
2,798
Single
2
PhD
null
46.252972
Urban
Premium
0
10
509
6
2020-10-19 15:21:39.276901
Poor
No
Daily
Apartment
112
1,169,346
24
Male
52,158
Married
3
PhD
Self-Employed
19.307061
Rural
Basic
null
7
776
5
2020-09-18 15:21:39.249100
Average
Yes
Weekly
Condo
295
1,169,347
31
Male
2,912
Single
0
Bachelor's
Employed
30.896775
Urban
Comprehensive
4
0
845
7
2023-09-04 15:21:39.182597
Average
No
Rarely
Condo
979
1,169,348
41
Female
1,676
Single
0
Master's
Unemployed
17.573444
Suburban
Comprehensive
2
5
540
8
2020-05-06 15:21:39.155231
Poor
No
Monthly
Apartment
1,461
1,169,349
33
Male
18,281
Married
2
High School
Unemployed
26.878997
Rural
Basic
null
4
657
7
2023-12-18 15:21:39.237118
null
Yes
Monthly
Apartment
1,204
1,169,350
null
Female
7,124
Divorced
null
PhD
null
34.827145
Suburban
Basic
0
8
602
9
2022-08-21 15:21:39.274993
Poor
No
Daily
House
992
1,169,351
18
Female
14,056
Divorced
2
High School
Employed
5.451625
Urban
Basic
2
16
846
4
2023-06-13 15:21:39.172097
Poor
Yes
Monthly
Apartment
1,069
1,169,352
31
Male
2,725
Single
1
Bachelor's
null
6.733902
Suburban
Basic
3
19
784
7
2024-01-11 15:21:39.259788
Good
Yes
Rarely
Condo
1,097
1,169,353
27
Female
23,963
Divorced
4
High School
Unemployed
49.869589
Rural
Premium
0
17
751
6
2023-05-08 15:21:39.155231
Average
No
Monthly
Condo
1,166
1,169,354
60
Female
81,845
Single
2
Master's
Unemployed
21.868986
Suburban
Premium
0
16
654
3
2020-06-10 15:21:39.107553
Poor
No
Daily
House
396
1,169,355
37
Female
21,739
Married
2
Master's
Employed
13.837245
Rural
Premium
1
19
619
2
2023-11-01 15:21:39.146733
null
No
Rarely
House
597
1,169,356
23
Female
123,645
Divorced
1
Bachelor's
Self-Employed
31.881111
Urban
Comprehensive
1
18
638
4
2023-08-25 15:21:39.125660
Poor
No
Weekly
Condo
121
1,169,357
43
Female
64,510
Single
3
PhD
null
27.857915
Urban
Basic
null
17
758
7
2021-10-09 15:21:39.237118
null
No
Rarely
House
314
1,169,358
59
Male
2,917
Married
4
High School
Unemployed
33.8131
Urban
Comprehensive
null
19
377
7
2021-04-18 15:21:39.207847
Poor
No
Weekly
Apartment
1,163
1,169,359
43
Female
null
Married
1
Bachelor's
Unemployed
51.153515
Suburban
Comprehensive
null
5
568
2
2020-05-28 15:21:39.230483
Poor
No
Weekly
Condo
442
1,169,360
53
Male
6,265
Single
4
High School
Employed
5.251793
Rural
Comprehensive
1
16
745
3
2021-01-29 15:21:39.123711
Average
Yes
Daily
Condo
1,008
1,169,361
37
Male
73,063
Single
2
Bachelor's
null
41.527044
Suburban
Comprehensive
null
3
431
4
2022-05-14 15:21:39.134960
Poor
Yes
Weekly
Apartment
943
1,169,362
22
Female
23,061
Divorced
3
PhD
Self-Employed
27.812005
Suburban
Basic
3
9
722
1
2021-02-15 15:21:39.171102
Poor
Yes
Monthly
House
1,321
1,169,363
27
Female
54,861
Married
2
Master's
Self-Employed
34.08708
Suburban
Comprehensive
3
17
707
5
2020-04-23 15:21:39.237118
null
Yes
Weekly
House
1,640
1,169,364
32
Male
47,169
Divorced
2
PhD
Self-Employed
25.882051
Urban
Comprehensive
1
8
315
6
2024-08-02 15:21:39.194829
Good
No
Daily
Condo
939
1,169,365
58
Female
34,177
Single
2
High School
Self-Employed
42.667857
Suburban
Comprehensive
2
5
393
4
2021-08-24 15:21:39.213373
Poor
No
Weekly
House
812
1,169,366
46
Male
3,246
Divorced
3
Bachelor's
Employed
28.448426
Urban
Basic
1
18
570
6
2024-04-09 15:21:39.179186
Good
Yes
Daily
Condo
2,096
1,169,367
20
Male
15,594
Single
1
Master's
Employed
9.490161
Rural
Basic
null
0
636
6
2023-08-08 15:21:39.155231
Poor
Yes
Daily
Apartment
554
1,169,368
31
Male
3,324
Single
1
Master's
Employed
16.796058
Rural
Comprehensive
2
9
757
3
2020-08-08 15:21:39.237118
Good
Yes
Rarely
House
477
1,169,369
18
Male
19,978
Married
0
PhD
Employed
22.095566
Rural
Premium
1
8
412
1
2020-04-22 15:21:39.101733
Poor
No
Weekly
House
664
1,169,370
53
Female
62,490
Married
null
PhD
Unemployed
22.392894
Suburban
Premium
1
11
637
4
2021-05-18 15:21:39.272456
Average
No
Rarely
Apartment
54
1,169,371
40
Male
43,714
Married
2
Bachelor's
Self-Employed
33.292661
Suburban
Basic
null
9
402
1
2022-11-28 15:21:39.164044
Good
Yes
Monthly
Condo
631
1,169,372
58
Male
2,079
Married
2
Bachelor's
Unemployed
null
Rural
Basic
2
14
731
3
2023-11-03 15:21:39.118178
Good
Yes
Daily
House
626
1,169,373
57
Female
5,533
Divorced
2
Master's
Unemployed
14.001897
Urban
Premium
1
9
null
3
2021-07-22 15:21:39.097737
Poor
No
Monthly
House
945
1,169,374
53
Male
15,556
Divorced
3
Bachelor's
null
3.751399
Rural
Comprehensive
1
2
581
6
2024-05-19 15:21:39.131192
Average
No
Weekly
Apartment
713
1,169,375
18
Male
798
Married
4
High School
Unemployed
51.737769
Urban
Basic
1
9
550
2
2022-06-02 15:21:39.172097
Poor
No
Weekly
Apartment
1,832
1,169,376
43
Male
3,721
Married
0
High School
Employed
14.089433
Rural
Premium
2
4
null
9
2024-02-08 15:21:39.134960
Poor
Yes
Daily
House
841
1,169,377
52
Male
33,506
Single
0
PhD
null
15.938388
Suburban
Premium
2
1
671
8
2020-01-29 15:21:39.264504
Average
Yes
Weekly
Apartment
1,439
1,169,378
38
Male
32,760
Married
1
PhD
Employed
25.362098
Suburban
Basic
null
9
660
4
2021-01-21 15:21:39.174719
Poor
Yes
Weekly
Apartment
648
1,169,379
31
Male
35,123
Married
2
High School
null
31.164411
Urban
Basic
1
13
431
2
2020-07-27 15:21:39.092127
Poor
No
Monthly
Apartment
838
1,169,380
63
Male
null
Married
2
Bachelor's
null
null
Rural
Comprehensive
0
2
684
2
2023-05-03 15:21:39.221386
Good
No
Daily
Apartment
45
1,169,381
45
Female
48,996
Married
1
Master's
Self-Employed
12.938159
Suburban
Basic
2
13
456
7
2020-12-24 15:21:39.181605
Poor
Yes
Daily
House
486
1,169,382
21
Male
4,069
Married
2
High School
Unemployed
38.389934
Urban
Comprehensive
2
2
null
8
2024-07-31 15:21:39.237118
Poor
No
Weekly
House
1,334
1,169,383
26
Male
52,889
Married
2
Master's
null
13.490931
Suburban
Premium
2
11
310
8
2023-04-22 15:21:39.134960
Good
No
Rarely
Condo
2,912
1,169,384
35
Male
52,239
Single
3
Master's
null
27.883026
Suburban
Premium
1
1
320
2
2020-10-29 15:21:39.250151
Poor
No
Rarely
Condo
1,537
1,169,385
46
Female
24,486
Divorced
4
Bachelor's
null
34.701419
Urban
Basic
0
17
813
7
2020-02-28 15:21:39.173834
null
No
Rarely
Apartment
1,175
1,169,386
58
Male
56,636
Married
1
Master's
Employed
51.865175
Suburban
Comprehensive
2
15
651
2
2021-07-03 15:21:39.274993
Poor
No
Daily
Condo
1,461
1,169,387
18
Male
18,550
Married
0
High School
Unemployed
8.242366
Suburban
Basic
null
12
704
4
2020-08-11 15:21:39.177724
Poor
No
Daily
Apartment
944
1,169,388
56
Female
1,405
Married
3
High School
Unemployed
15.778058
Urban
Basic
0
4
472
9
2019-09-10 15:21:39.143708
Poor
Yes
Daily
Apartment
1,673
1,169,389
56
Male
75,986
Single
2
Master's
Employed
9.868481
Suburban
Basic
null
10
410
3
2022-02-03 15:21:39.155231
Average
No
Monthly
Condo
2,329
1,169,390
26
Male
25,488
Single
4
PhD
Self-Employed
32.002403
Urban
Comprehensive
2
13
null
2
2020-07-11 15:21:39.134960
Good
Yes
Rarely
Apartment
2,076
1,169,391
57
Female
null
Married
2
Master's
Employed
30.488043
Rural
Comprehensive
2
12
486
5
2019-08-22 15:21:39.095696
Poor
Yes
Rarely
Apartment
3,086
1,169,392
52
Female
3,577
Married
0
High School
Unemployed
19.612934
Rural
Basic
1
14
702
7
2019-11-02 15:21:39.201446
Average
Yes
Monthly
Apartment
1,165
1,169,393
39
Female
10,031
Married
2
PhD
null
22.53944
Urban
Basic
0
7
545
5
2019-10-10 15:21:39.281787
Good
No
Monthly
Apartment
1,005
1,169,394
63
Male
96,690
Divorced
2
Bachelor's
Unemployed
42.168883
Urban
Comprehensive
0
7
845
1
2019-10-14 15:21:39.097737
Average
Yes
Daily
Condo
425
1,169,395
43
Male
71,888
Married
0
Master's
null
null
Urban
Comprehensive
null
4
716
2
2022-02-14 15:21:39.110557
Poor
No
Daily
House
2,364
1,169,396
29
Male
13,138
Divorced
3
Bachelor's
null
13.63224
Rural
Basic
2
6
428
2
2024-03-26 15:21:39.230483
Poor
Yes
Weekly
House
3,369
1,169,397
61
Male
36,884
Married
1
PhD
Employed
23.037844
Suburban
Comprehensive
null
14
null
7
2021-05-14 15:21:39.133866
Good
No
Monthly
Apartment
1,359
1,169,398
22
Male
71,281
Married
3
PhD
null
23.926957
Urban
Premium
3
5
446
7
2022-08-09 15:21:39.251142
null
No
Rarely
Apartment
489
1,169,399
34
Male
33,670
Divorced
null
High School
Unemployed
4.687033
Urban
Premium
null
3
null
9
2019-12-30 15:21:39.236064
Poor
No
Weekly
House
240