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
1,171,300
48
Male
17,001
Married
4
Bachelor's
Unemployed
48.779821
Rural
Comprehensive
null
2
817
3
2021-11-19 15:21:39.155231
Poor
Yes
Monthly
Condo
1,517
1,171,301
36
Female
38,229
Divorced
4
High School
Employed
40.389924
Rural
Basic
2
11
806
3
2024-05-27 15:21:39.289099
Good
No
Rarely
Condo
2,572
1,171,302
50
Male
12,791
Married
1
Master's
Unemployed
13.822744
Suburban
Premium
0
7
474
7
2021-05-08 15:21:39.134960
Poor
No
Rarely
Condo
872
1,171,303
64
Male
2,042
Married
3
High School
Employed
44.902117
Urban
Premium
0
8
602
7
2020-02-21 15:21:39.155231
Average
Yes
Rarely
Apartment
270
1,171,304
53
Male
12,983
Divorced
2
Master's
Employed
7.811397
Urban
Basic
1
0
null
2
2022-03-03 15:21:39.134960
Poor
No
Rarely
Apartment
946
1,171,305
60
Male
88,941
Single
4
PhD
Self-Employed
3.370086
Rural
Premium
null
3
838
4
2020-03-20 15:21:39.226954
Poor
Yes
Monthly
House
228
1,171,306
26
Female
6,829
Divorced
3
Master's
Employed
11.169948
Suburban
Comprehensive
null
14
602
9
2019-11-22 15:21:39.152732
Good
No
Daily
House
792
1,171,307
20
Male
34,708
Married
1
PhD
null
30.899465
Suburban
Comprehensive
null
9
553
5
2020-11-30 15:21:39.283783
Good
No
Monthly
House
813
1,171,308
18
Female
18,509
Divorced
2
Master's
Unemployed
23.81602
Urban
Basic
0
0
null
2
2022-07-19 15:21:39.154008
Poor
No
Rarely
Apartment
250
1,171,309
51
Female
97,985
Single
2
High School
Unemployed
11.919244
Urban
Premium
null
17
383
3
2021-11-30 15:21:39.217387
Average
Yes
Monthly
Condo
2,082
1,171,310
32
Female
83,379
Divorced
2
Master's
Employed
22.982455
Urban
Premium
null
10
424
7
2022-01-17 15:21:39.207847
Average
Yes
Weekly
Condo
830
1,171,311
54
Female
28,450
Single
3
Master's
Unemployed
24.637785
Suburban
Premium
0
5
795
8
2022-01-20 15:21:39.155231
Average
No
Daily
House
668
1,171,312
52
Male
538
Single
4
Master's
null
23.990783
Suburban
Premium
2
17
761
3
2021-02-18 15:21:39.205850
Average
Yes
Monthly
Condo
830
1,171,313
26
Male
759
Single
3
High School
Self-Employed
20.879479
Suburban
Premium
2
5
512
4
2020-01-14 15:21:39.237118
Average
Yes
Rarely
Apartment
58
1,171,314
18
Male
55,230
Divorced
0
Bachelor's
null
17.822106
Suburban
Comprehensive
1
13
782
6
2022-04-12 15:21:39.155231
Poor
No
Monthly
Apartment
141
1,171,315
22
Female
35,452
Married
0
High School
Employed
22.838103
Suburban
Basic
1
15
null
1
2020-10-26 15:21:39.186212
Poor
No
Weekly
Condo
413
1,171,316
22
Female
28,791
Married
2
PhD
null
6.723363
Urban
Basic
2
13
780
5
2021-12-10 15:21:39.283783
Poor
No
Daily
Apartment
990
1,171,317
39
Male
21,881
Divorced
3
Master's
Unemployed
8.01598
Rural
Basic
null
14
442
1
2021-01-25 15:21:39.120168
Poor
No
Daily
House
340
1,171,318
38
Male
null
Single
2
Master's
Unemployed
21.596763
Urban
Basic
0
9
494
8
2022-02-24 15:21:39.283783
null
No
Monthly
Apartment
2,094
1,171,319
58
Female
29,085
Married
1
Master's
null
24.564402
Suburban
Premium
0
14
614
4
2023-06-14 15:21:39.165120
Average
No
Daily
Condo
966
1,171,320
36
Female
5,058
Divorced
1
Bachelor's
Employed
41.20366
Rural
Basic
null
15
828
4
2022-09-16 15:21:39.198406
Average
Yes
Rarely
House
549
1,171,321
61
Male
46,624
Divorced
3
Master's
Self-Employed
37.002759
Urban
Comprehensive
null
6
425
4
2024-02-23 15:21:39.222387
Poor
No
Rarely
Condo
39
1,171,322
18
Female
1,368
Divorced
0
Master's
null
50.137035
Urban
Comprehensive
2
4
819
1
2023-11-06 15:21:39.237118
Average
No
Daily
Condo
498
1,171,323
18
Male
16,259
Single
3
Master's
Self-Employed
24.594439
Urban
Basic
null
9
713
4
2022-03-14 15:21:39.260856
Average
No
Weekly
House
589
1,171,324
55
Male
null
Married
0
Bachelor's
Self-Employed
18.952639
Suburban
Comprehensive
2
11
469
9
2024-07-10 15:21:39.223901
Good
No
Daily
Condo
2,722
1,171,325
53
Female
21,867
Married
2
High School
null
20.814202
Suburban
Comprehensive
0
19
416
9
2020-03-25 15:21:39.188220
Good
Yes
Monthly
House
1,027
1,171,326
62
Male
68,929
Divorced
4
Master's
null
47.641327
Urban
Premium
3
8
384
4
2019-11-20 15:21:39.126661
Average
Yes
Daily
House
849
1,171,327
37
Male
35,424
Married
1
PhD
Unemployed
24.89876
Rural
Comprehensive
0
16
590
5
2022-05-05 15:21:39.202448
Good
Yes
Rarely
House
906
1,171,328
30
Female
39,731
Single
null
High School
Self-Employed
25.156907
Rural
Basic
0
12
573
5
2023-10-06 15:21:39.211806
Poor
No
Daily
Condo
826
1,171,329
50
Male
55,801
Married
1
PhD
Self-Employed
29.823105
Rural
Premium
null
0
798
8
2021-04-10 15:21:39.144722
Poor
Yes
Daily
Apartment
147
1,171,330
41
Male
44,626
Divorced
4
PhD
Employed
48.639742
Urban
Premium
0
13
658
9
2021-11-26 15:21:39.247098
null
Yes
Weekly
Condo
1,197
1,171,331
59
Male
null
Divorced
0
Master's
Employed
24.83798
Suburban
Premium
null
6
424
7
2023-03-05 15:21:39.155231
Average
Yes
Monthly
Apartment
1,726
1,171,332
57
Female
29,173
Married
3
PhD
null
null
Suburban
Basic
0
4
571
5
2020-07-17 15:21:39.214388
Good
Yes
Daily
House
1,651
1,171,333
48
Male
null
Single
0
Bachelor's
null
8.396779
Urban
Comprehensive
0
5
null
2
2023-06-01 15:21:39.134960
Poor
No
Monthly
Apartment
62
1,171,334
null
Female
95,571
Married
2
PhD
null
26.347837
Urban
Premium
2
0
401
6
2022-01-27 15:21:39.164044
Good
Yes
Rarely
House
3,127
1,171,335
20
Male
43,484
Divorced
1
Bachelor's
Unemployed
28.182585
Suburban
Comprehensive
0
6
458
8
2021-03-16 15:21:39.264504
Good
Yes
Rarely
Condo
1,489
1,171,336
27
Male
121,345
Divorced
3
Master's
Unemployed
28.15809
Rural
Premium
2
11
328
5
2021-06-11 15:21:39.248098
Good
Yes
Rarely
House
997
1,171,337
28
Male
5,542
Single
0
Master's
Employed
15.081546
Rural
Basic
2
9
665
6
2020-04-23 15:21:39.145732
Good
No
Daily
Apartment
1,329
1,171,338
31
Female
5,875
Single
3
Master's
Self-Employed
29.856556
Rural
Comprehensive
null
19
812
5
2023-10-20 15:21:39.129190
Poor
Yes
Monthly
Apartment
1,663
1,171,339
18
Female
47,786
Divorced
4
Bachelor's
Self-Employed
null
Rural
Comprehensive
3
4
837
1
2021-06-25 15:21:39.172097
Poor
Yes
Rarely
House
2,441
1,171,340
46
Female
1,388
Single
4
Master's
Unemployed
14.934277
Rural
Comprehensive
3
12
735
1
2022-05-21 15:21:39.204790
null
Yes
Monthly
Condo
340
1,171,341
42
Female
5,817
Single
0
High School
Unemployed
23.717592
Rural
Comprehensive
0
12
604
5
2023-07-22 15:21:39.155231
Average
No
Daily
Apartment
657
1,171,342
30
Female
146,870
Divorced
1
Master's
Unemployed
20.974154
Rural
Premium
1
15
421
1
2019-11-22 15:21:39.083497
Good
Yes
Daily
Apartment
588
1,171,343
26
Female
3,240
Divorced
4
Bachelor's
Unemployed
41.948732
Urban
Premium
1
15
568
4
2020-08-01 15:21:39.122134
Poor
Yes
Daily
Condo
2,602
1,171,344
39
Male
120,104
Single
1
High School
Unemployed
3.508759
Rural
Basic
0
1
null
8
2024-05-19 15:21:39.154008
null
Yes
Daily
Apartment
364
1,171,345
29
Male
70,810
Divorced
2
High School
Unemployed
37.162973
Urban
Premium
1
14
373
8
2023-10-13 15:21:39.111551
Poor
No
Monthly
Condo
774
1,171,346
34
Male
6,891
Married
0
High School
Employed
41.271744
Suburban
Basic
1
1
711
2
2023-09-09 15:21:39.096739
Poor
No
Monthly
Apartment
2,663
1,171,347
55
Male
43,030
Single
0
High School
Self-Employed
32.895567
Urban
Premium
null
10
731
1
2024-05-07 15:21:39.211806
Good
No
Weekly
House
373
1,171,348
31
Female
24,146
Single
0
High School
null
26.637854
Suburban
Premium
1
7
776
9
2023-03-04 15:21:39.206847
Average
Yes
Rarely
Condo
880
1,171,349
38
Male
28,332
Divorced
2
Master's
Unemployed
17.085414
Suburban
Basic
null
16
718
4
2021-01-30 15:21:39.155231
Average
No
Monthly
Condo
709
1,171,350
43
Male
7,078
Single
0
PhD
null
null
Suburban
Comprehensive
1
15
559
7
2021-09-22 15:21:39.092127
Poor
No
Rarely
Condo
463
1,171,351
23
Male
51,678
Divorced
2
Master's
Employed
51.898202
Urban
Premium
null
17
662
9
2020-12-26 15:21:39.168099
Average
Yes
Weekly
House
736
1,171,352
25
Female
59,829
Single
2
Master's
null
9.569816
Suburban
Basic
1
18
438
6
2020-07-01 15:21:39.237118
Average
No
Weekly
House
1,249
1,171,353
51
Male
66,514
Married
1
PhD
Self-Employed
24.181369
Rural
Basic
1
1
345
7
2024-07-12 15:21:39.134960
Poor
Yes
Weekly
Apartment
586
1,171,354
46
Female
5,099
Divorced
3
Master's
null
6.189848
Suburban
Comprehensive
1
11
null
3
2022-05-23 15:21:39.207847
Poor
Yes
Rarely
Condo
466
1,171,355
39
Female
2,492
Divorced
1
PhD
Unemployed
25.57773
Urban
Comprehensive
0
11
329
6
2022-11-20 15:21:39.134960
Good
No
Monthly
Condo
250
1,171,356
54
Female
7,086
Married
3
PhD
null
11.086407
Suburban
Comprehensive
1
8
375
8
2022-12-02 15:21:39.093681
Poor
No
Daily
House
1,127
1,171,357
64
Male
36,313
Married
4
High School
null
30.487067
Suburban
Premium
0
17
681
4
2022-01-08 15:21:39.196387
Average
Yes
Monthly
Condo
1,030
1,171,358
41
Female
33,768
Married
null
PhD
Self-Employed
28.91837
Suburban
Basic
null
10
664
2
2024-03-28 15:21:39.196387
Good
Yes
Monthly
House
1,669
1,171,359
38
Female
83,733
Married
3
Bachelor's
Employed
20.332545
Suburban
Premium
0
16
652
3
2021-11-18 15:21:39.095696
Poor
No
Monthly
Apartment
128
1,171,360
35
Male
29,435
Divorced
2
Master's
null
27.93745
Rural
Premium
0
1
613
2
2020-12-19 15:21:39.206847
Good
No
Monthly
House
2,979
1,171,361
27
Male
53,363
Married
3
Master's
Employed
34.384732
Rural
Comprehensive
null
15
null
5
2019-09-19 15:21:39.237118
Good
No
Monthly
Apartment
150
1,171,362
47
Male
87,547
Married
0
Bachelor's
Employed
23.141216
Rural
Basic
2
3
651
4
2022-11-14 15:21:39.097737
Average
No
Daily
Condo
2,147
1,171,363
48
Male
4,575
Divorced
3
High School
null
33.002405
Rural
Premium
5
12
596
6
2022-04-24 15:21:39.155231
Average
No
Monthly
Apartment
2,088
1,171,364
32
Female
26,883
Divorced
3
High School
Self-Employed
null
Suburban
Comprehensive
0
13
657
6
2020-06-11 15:21:39.252145
Average
No
Weekly
Apartment
859
1,171,365
22
Female
6,871
Single
3
Master's
null
10.514847
Urban
Comprehensive
2
13
null
2
2021-07-04 15:21:39.214388
Average
Yes
Monthly
Condo
671
1,171,366
19
Female
null
Married
0
Bachelor's
null
10.1713
Suburban
Comprehensive
0
12
624
7
2020-09-06 15:21:39.190215
null
No
Rarely
Apartment
3,125
1,171,367
56
Female
72,547
Divorced
1
High School
Employed
37.08917
Urban
Comprehensive
1
7
391
5
2023-07-30 15:21:39.215386
Average
Yes
Daily
Condo
881
1,171,368
24
Female
146,940
Married
null
Master's
Unemployed
35.433613
Suburban
Comprehensive
0
12
303
3
2022-11-02 15:21:39.254678
Poor
No
Rarely
Condo
857
1,171,369
36
Male
10,856
Married
2
Bachelor's
Unemployed
15.334593
Rural
Basic
1
7
837
5
2020-06-27 15:21:39.180553
null
No
Monthly
Condo
50
1,171,370
53
Female
8,443
Married
2
PhD
Employed
47.18444
Rural
Basic
null
15
null
8
2023-08-10 15:21:39.216387
Average
No
Rarely
Apartment
770
1,171,371
40
Female
94,840
Married
null
High School
Self-Employed
11.094385
Suburban
Basic
null
9
804
6
2020-10-29 15:21:39.237118
Average
Yes
Daily
Apartment
203
1,171,372
59
Male
5,836
Single
4
High School
null
21.724817
Rural
Comprehensive
1
3
839
3
2022-11-11 15:21:39.149731
Average
Yes
Monthly
Apartment
1,762
1,171,373
50
Male
1,039
Married
4
High School
Employed
null
Suburban
Premium
0
14
697
9
2021-10-23 15:21:39.152732
Average
Yes
Daily
Condo
2,296
1,171,374
35
Female
16,082
Divorced
3
Bachelor's
Unemployed
28.592729
Urban
Basic
5
17
315
5
2021-10-24 15:21:39.132191
Good
No
Weekly
Apartment
1,123
1,171,375
51
Male
25,265
Divorced
0
Master's
null
27.188816
Urban
Comprehensive
2
5
492
4
2020-08-23 15:21:39.199447
Poor
Yes
Rarely
Apartment
2,436
1,171,376
32
Female
28,193
Divorced
0
Master's
null
37.656541
Suburban
Premium
null
16
784
4
2023-08-28 15:21:39.134960
Poor
No
Rarely
Condo
2,543
1,171,377
25
Male
142,390
Single
4
PhD
Employed
13.966159
Suburban
Basic
2
11
657
3
2019-09-30 15:21:39.250151
Good
Yes
Daily
Apartment
3,061
1,171,378
38
Male
28,785
Divorced
4
High School
Unemployed
null
Suburban
Basic
null
0
596
2
2022-09-28 15:21:39.085129
Poor
Yes
Weekly
Apartment
616
1,171,379
45
Female
15,279
null
3
Bachelor's
Unemployed
13.372371
Rural
Comprehensive
0
13
485
7
2024-08-03 15:21:39.094752
Poor
Yes
Rarely
Apartment
2,814
1,171,380
32
Male
17,861
Married
3
PhD
Unemployed
36.16258
Urban
Premium
0
16
624
3
2023-09-20 15:21:39.218388
Good
No
Daily
House
557
1,171,381
22
Male
11,905
Married
4
PhD
Employed
5.922135
Suburban
Premium
null
10
725
5
2020-02-10 15:21:39.164044
Average
Yes
Monthly
Condo
190
1,171,382
47
Male
17,091
Divorced
1
PhD
Employed
43.923953
Suburban
Premium
1
9
734
9
2020-09-29 15:21:39.134960
Average
Yes
Daily
Apartment
1,212
1,171,383
47
Female
44,759
Single
1
Bachelor's
null
40.013011
Suburban
Basic
null
15
423
1
2024-02-09 15:21:39.164044
Poor
No
Rarely
Condo
1,524
1,171,384
46
Male
76,985
Divorced
3
Master's
Employed
8.384416
Urban
Comprehensive
2
12
782
8
2020-03-24 15:21:39.221386
Average
Yes
Daily
Apartment
3,294
1,171,385
50
Male
23,893
Married
3
PhD
Unemployed
44.93741
Suburban
Basic
1
16
704
9
2020-12-11 15:21:39.205850
Good
Yes
Rarely
Apartment
691
1,171,386
48
Male
35,644
Divorced
1
Master's
Unemployed
9.242758
Urban
Premium
null
1
754
1
2021-05-19 15:21:39.271453
Poor
Yes
Daily
Apartment
567
1,171,387
33
Male
141,343
Divorced
3
Master's
Self-Employed
17.122582
Rural
Premium
1
2
343
2
2023-10-10 15:21:39.181605
Average
No
Monthly
Apartment
1,076
1,171,388
40
Male
85,893
Married
3
Bachelor's
Employed
15.951629
Rural
Basic
1
7
532
5
2022-07-19 15:21:39.171102
null
No
Weekly
Apartment
2,576
1,171,389
44
Male
43,437
Married
1
PhD
Unemployed
32.288819
Rural
Premium
1
4
830
2
2021-12-27 15:21:39.248098
Average
Yes
Rarely
House
471
1,171,390
48
Female
39,069
Married
null
PhD
Self-Employed
47.288855
Urban
Premium
1
17
552
4
2021-10-14 15:21:39.172097
null
Yes
Monthly
Condo
709
1,171,391
50
Male
2,829
Single
2
Master's
Employed
19.60174
Suburban
Comprehensive
0
3
null
3
2021-05-08 15:21:39.155231
Good
Yes
Weekly
Apartment
2,209
1,171,392
18
Female
18,671
Married
3
PhD
Self-Employed
12.054769
Rural
Basic
1
15
null
2
2023-07-17 15:21:39.165120
Average
No
Monthly
House
817
1,171,393
59
Female
40,608
Divorced
4
High School
Self-Employed
31.890934
Rural
Premium
0
5
798
8
2022-08-30 15:21:39.276901
Good
Yes
Weekly
House
1,728
1,171,394
48
Male
6,870
Married
4
Master's
Unemployed
20.143717
Suburban
Comprehensive
1
19
493
8
2022-02-18 15:21:39.192212
Good
Yes
Rarely
House
101
1,171,395
26
Male
45,462
Single
0
PhD
null
35.898579
Rural
Premium
1
10
781
9
2022-05-14 15:21:39.152732
Good
Yes
Daily
Condo
735
1,171,396
50
Female
14,081
Divorced
4
Bachelor's
null
35.858785
Suburban
Premium
0
9
null
1
2023-08-01 15:21:39.237118
Average
Yes
Monthly
Apartment
1,258
1,171,397
47
Male
20,495
Divorced
4
High School
Unemployed
13.636971
Suburban
Comprehensive
null
2
461
1
2019-11-12 15:21:39.112553
Good
Yes
Daily
Apartment
712
1,171,398
39
Male
34,374
Single
1
PhD
Unemployed
10.067731
Rural
Comprehensive
0
15
671
1
2021-03-14 15:21:39.186212
null
No
Weekly
Condo
1,340
1,171,399
52
Male
5,867
Divorced
0
PhD
Employed
10.728436
Urban
Basic
1
6
328
4
2020-09-23 15:21:39.237118
Poor
No
Daily
Apartment
24