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
1,161,300
27
Male
29,856
Married
null
Bachelor's
null
35.850064
Rural
Premium
2
3
null
2
2021-04-04 15:21:39.155231
Good
No
Monthly
House
1,390
1,161,301
21
Male
72,376
Divorced
0
High School
Self-Employed
29.172975
Suburban
Basic
null
2
779
2
2020-02-05 15:21:39.084065
Good
Yes
Daily
Apartment
135
1,161,302
51
Female
1,783
Single
2
High School
Employed
null
Rural
Premium
1
11
786
7
2024-05-20 15:21:39.180553
Average
Yes
Weekly
Condo
494
1,161,303
29
Male
18,206
Single
4
Bachelor's
Unemployed
47.512661
Suburban
Basic
2
11
544
8
2021-08-23 15:21:39.263607
Good
Yes
Daily
Condo
1,062
1,161,304
null
Male
51,766
Married
3
Master's
Employed
33.056122
Suburban
Premium
2
5
354
5
2022-03-05 15:21:39.181605
Good
No
Monthly
Apartment
798
1,161,305
33
Female
247
Divorced
4
Master's
null
23.072548
Urban
Basic
null
6
528
6
2022-11-16 15:21:39.081504
Good
No
Rarely
Apartment
581
1,161,306
40
Male
null
Married
3
Bachelor's
Employed
6.947298
Suburban
Premium
1
8
328
5
2023-05-09 15:21:39.134960
Poor
Yes
Daily
Apartment
26
1,161,307
30
Female
17,091
null
2
Bachelor's
Unemployed
28.927966
Rural
Basic
1
9
null
3
2024-06-20 15:21:39.258696
Average
No
Daily
House
741
1,161,308
40
Female
61,312
Divorced
0
Master's
null
6.619305
Suburban
Basic
0
12
732
8
2021-03-13 15:21:39.131192
Good
No
Monthly
Condo
100
1,161,309
27
Male
26,962
Divorced
3
High School
null
5.792657
Urban
Premium
0
15
414
5
2021-08-12 15:21:39.179186
null
No
Monthly
House
2,754
1,161,310
37
Female
23,115
null
null
Bachelor's
Employed
26.966703
Urban
Premium
0
0
838
4
2022-06-30 15:21:39.183598
Poor
Yes
Daily
Apartment
1,479
1,161,311
49
Female
47,987
null
null
PhD
Self-Employed
40.822706
Urban
Comprehensive
1
0
462
8
2022-04-21 15:21:39.192212
Poor
Yes
Rarely
House
1,071
1,161,312
52
Female
32,019
Single
null
PhD
null
35.907197
Suburban
Comprehensive
null
11
517
8
2023-01-21 15:21:39.134960
Good
No
Monthly
Condo
1,208
1,161,313
37
Female
6,218
Divorced
null
High School
Unemployed
19.947422
Rural
Comprehensive
null
6
820
7
2021-01-17 15:21:39.149731
Poor
No
Weekly
Condo
1,490
1,161,314
35
Male
34,663
Married
0
Bachelor's
null
27.494718
Suburban
Premium
1
7
583
2
2020-02-17 15:21:39.108562
Poor
No
Monthly
Condo
586
1,161,315
61
Female
30,678
Married
2
Bachelor's
Employed
9.897766
Urban
Premium
0
10
762
9
2019-10-01 15:21:39.146733
Average
No
Monthly
House
609
1,161,316
33
Male
null
Single
1
Master's
Employed
9.09339
Urban
Basic
2
18
668
2
2023-06-22 15:21:39.126661
Poor
No
Rarely
House
1,906
1,161,317
27
Female
9,961
Single
2
Master's
Employed
24.028869
Urban
Premium
1
0
725
8
2023-03-01 15:21:39.208842
Average
No
Monthly
Apartment
391
1,161,318
42
Female
54,951
Married
0
Master's
Employed
8.922999
Suburban
Basic
null
8
386
7
2020-10-06 15:21:39.177724
Good
Yes
Rarely
Condo
990
1,161,319
34
Female
1,245
Divorced
1
Bachelor's
null
26.385764
Rural
Premium
2
0
369
5
2022-01-15 15:21:39.092127
Good
No
Daily
Condo
2,903
1,161,320
58
Female
11,590
Divorced
4
High School
null
30.752238
Rural
Comprehensive
0
7
757
7
2023-11-12 15:21:39.288099
Good
No
Weekly
House
2,155
1,161,321
38
Male
53,899
Married
2
High School
null
51.122438
Suburban
Premium
null
10
796
8
2021-05-07 15:21:39.092127
Good
Yes
Daily
Apartment
472
1,161,322
29
Female
3,484
Single
2
High School
null
13.554009
Suburban
Premium
2
12
587
8
2023-05-17 15:21:39.146733
Poor
Yes
Rarely
House
1,225
1,161,323
62
Female
18,304
Divorced
4
PhD
Self-Employed
19.937161
Rural
Comprehensive
1
8
578
7
2021-05-02 15:21:39.134960
Average
Yes
Rarely
House
583
1,161,324
27
Female
46,366
Married
1
High School
Self-Employed
34.879216
Urban
Premium
0
3
446
5
2019-11-12 15:21:39.114118
Good
Yes
Daily
Apartment
487
1,161,325
25
Female
7,863
Divorced
1
Master's
Employed
46.780535
Rural
Comprehensive
1
6
null
5
2021-01-11 15:21:39.086123
Average
Yes
Monthly
House
1,662
1,161,326
26
Female
15,594
Married
0
PhD
Unemployed
20.95891
Urban
Premium
2
10
776
9
2020-04-15 15:21:39.207847
Poor
Yes
Weekly
Condo
837
1,161,327
31
Female
648
Single
null
High School
Unemployed
4.89254
Suburban
Comprehensive
0
0
638
9
2024-07-16 15:21:39.092127
Good
No
Weekly
Apartment
2,595
1,161,328
25
Male
21,431
Divorced
2
PhD
Employed
14.928201
Suburban
Premium
1
8
585
3
2020-07-01 15:21:39.198406
Poor
Yes
Rarely
House
1,588
1,161,329
35
Male
17,111
Married
null
High School
Self-Employed
38.08575
Urban
Comprehensive
0
8
833
3
2023-08-22 15:21:39.194829
Average
Yes
Monthly
Apartment
1,224
1,161,330
63
Female
24,897
Married
1
Master's
Employed
4.957008
Suburban
Basic
null
9
710
1
2020-02-26 15:21:39.237118
Average
Yes
Weekly
Condo
496
1,161,331
18
Female
null
Divorced
0
Master's
Employed
14.908416
Urban
Basic
0
16
null
5
2024-03-27 15:21:39.152732
Average
No
Rarely
Apartment
414
1,161,332
60
Female
43,984
Divorced
4
Bachelor's
Self-Employed
41.564294
Urban
Basic
0
5
639
9
2021-06-30 15:21:39.134960
Average
Yes
Rarely
Condo
2,031
1,161,333
56
Female
21,327
Single
null
Bachelor's
Self-Employed
18.436916
Urban
Basic
null
12
687
9
2024-05-06 15:21:39.271453
Average
No
Rarely
Condo
1,400
1,161,334
35
Male
2,722
Single
4
Bachelor's
Self-Employed
28.837858
Urban
Premium
2
7
833
6
2022-12-09 15:21:39.191219
Good
Yes
Rarely
Condo
575
1,161,335
42
Male
4,499
Single
0
High School
Unemployed
36.790129
Urban
Premium
null
0
519
1
2019-09-29 15:21:39.111551
Average
No
Weekly
Condo
951
1,161,336
63
Female
40,802
Single
0
Bachelor's
null
13.927652
Urban
Basic
1
9
810
4
2020-01-22 15:21:39.180553
Average
Yes
Monthly
Apartment
819
1,161,337
22
Female
15,504
Married
4
Master's
null
24.869842
Urban
Basic
1
18
778
6
2022-08-25 15:21:39.143708
Average
No
Rarely
House
635
1,161,338
32
Male
12,983
Married
4
High School
Employed
18.670018
Suburban
Premium
1
1
635
5
2022-03-18 15:21:39.133866
Average
No
Monthly
House
3,135
1,161,339
37
Male
36,477
Married
4
Bachelor's
Employed
18.088519
Urban
Basic
1
13
456
8
2021-11-22 15:21:39.112553
Poor
No
Monthly
House
710
1,161,340
32
Female
26,947
Divorced
0
Master's
null
15.064198
Rural
Premium
1
13
743
8
2021-04-26 15:21:39.134960
Poor
Yes
Monthly
Apartment
999
1,161,341
24
Male
133,089
Married
0
PhD
Self-Employed
48.926786
Suburban
Premium
null
11
447
6
2019-09-09 15:21:39.134960
Poor
Yes
Rarely
House
651
1,161,342
26
Male
18,069
Single
3
PhD
null
31.56426
Rural
Comprehensive
0
12
543
6
2022-11-22 15:21:39.134960
Good
No
Rarely
Apartment
541
1,161,343
26
Male
48,915
Married
null
Bachelor's
Employed
21.141963
Suburban
Comprehensive
null
8
831
8
2019-09-21 15:21:39.247098
Average
Yes
Monthly
House
100
1,161,344
41
Male
473
Divorced
0
High School
Unemployed
23.902125
Suburban
Premium
0
17
495
3
2024-04-29 15:21:39.172097
Poor
Yes
Rarely
Condo
841
1,161,345
41
Female
23,188
Married
0
Master's
Unemployed
24.550075
Rural
Comprehensive
null
16
466
8
2020-08-11 15:21:39.092127
Average
Yes
Rarely
Apartment
772
1,161,346
48
Female
39,731
Divorced
4
Bachelor's
Unemployed
26.286314
Urban
Comprehensive
1
14
534
2
2024-06-20 15:21:39.283783
Average
No
Rarely
Condo
25
1,161,347
37
Male
13,988
Divorced
2
High School
Employed
38.556789
Urban
Premium
null
1
550
6
2021-06-02 15:21:39.134960
Good
Yes
Rarely
Apartment
2,747
1,161,348
54
Male
38,662
Single
null
Bachelor's
Unemployed
40.818797
Suburban
Premium
0
18
623
9
2022-01-03 15:21:39.225916
Average
No
Daily
Condo
524
1,161,349
40
Male
14,092
Married
0
High School
Employed
27.936117
Urban
Premium
2
17
658
6
2024-01-01 15:21:39.134960
Good
Yes
Weekly
Condo
235
1,161,350
25
Male
61,719
Single
1
PhD
Employed
45.04495
Urban
Basic
0
2
516
3
2021-12-02 15:21:39.290098
Good
No
Weekly
Apartment
213
1,161,351
64
Female
7,862
Single
3
Master's
null
11.839145
Rural
Basic
2
11
321
8
2022-04-06 15:21:39.247098
Poor
Yes
Daily
Condo
681
1,161,352
43
Male
26,213
Married
1
Bachelor's
null
44.405701
Suburban
Premium
0
3
444
8
2022-12-18 15:21:39.222387
Poor
No
Rarely
Apartment
405
1,161,353
39
Male
29,062
Married
3
High School
Self-Employed
25.826462
Suburban
Basic
1
1
null
3
2023-08-14 15:21:39.133866
null
No
Rarely
Condo
1,819
1,161,354
26
Male
28,370
Divorced
3
High School
Unemployed
14.686831
Rural
Comprehensive
null
17
761
3
2022-05-04 15:21:39.246098
Average
No
Rarely
Condo
404
1,161,355
26
Male
28,721
Divorced
1
High School
null
14.865756
Suburban
Comprehensive
1
2
null
2
2024-06-19 15:21:39.100695
Average
Yes
Rarely
Apartment
1,896
1,161,356
21
Female
85,794
Single
3
Master's
Unemployed
26.898992
Suburban
Basic
null
1
392
1
2023-11-26 15:21:39.155231
null
Yes
Weekly
Condo
1,073
1,161,357
33
Male
15,556
Single
2
PhD
Employed
15.881919
Urban
Basic
null
8
null
2
2024-06-13 15:21:39.152732
null
No
Daily
Condo
50
1,161,358
45
Female
44,945
Married
2
Bachelor's
Self-Employed
11.555526
Rural
Premium
2
6
null
7
2021-10-31 15:21:39.134960
Good
No
Daily
Apartment
805
1,161,359
43
Female
3,655
Married
2
High School
null
50.694177
Urban
Basic
2
16
540
6
2022-01-16 15:21:39.126661
Average
Yes
Weekly
House
966
1,161,360
48
Female
26,208
Divorced
2
Master's
Unemployed
37.564645
Rural
Premium
null
5
748
7
2022-02-04 15:21:39.263607
Poor
No
Daily
House
1,104
1,161,361
25
Male
17,109
Married
0
High School
Employed
27.894025
Rural
Basic
1
17
536
9
2021-11-19 15:21:39.125660
Poor
Yes
Monthly
Apartment
1,662
1,161,362
22
Male
26,251
Married
1
Master's
Employed
8.188422
Urban
Basic
null
18
null
8
2019-10-23 15:21:39.237118
Average
Yes
Weekly
Apartment
27
1,161,363
54
Female
23,007
Single
4
High School
Unemployed
29.311581
Urban
Premium
0
15
583
4
2020-04-30 15:21:39.188220
Poor
No
Rarely
Apartment
1,242
1,161,364
53
Female
1,142
Married
0
Bachelor's
null
20.960878
Rural
Premium
0
19
411
5
2023-06-12 15:21:39.117183
Good
No
Monthly
House
814
1,161,365
37
Female
19,264
Single
3
Master's
Unemployed
31.685931
Urban
Premium
null
3
632
9
2021-06-23 15:21:39.194829
Good
No
Daily
Apartment
1,320
1,161,366
41
Female
9,501
Married
0
Bachelor's
Unemployed
43.690816
Urban
Premium
null
2
471
7
2020-09-14 15:21:39.148733
Average
No
Monthly
House
1,527
1,161,367
53
Male
2,670
Single
3
Bachelor's
null
27.771777
Rural
Basic
null
7
558
1
2022-07-20 15:21:39.215386
Good
No
Monthly
Condo
124
1,161,368
41
Male
null
Divorced
2
Master's
null
null
Urban
Basic
2
15
490
5
2022-11-25 15:21:39.237118
Poor
Yes
Monthly
Condo
623
1,161,369
50
Male
71,315
Married
4
High School
null
32.334819
Suburban
Comprehensive
2
5
549
8
2019-09-11 15:21:39.151732
Poor
No
Rarely
House
2,065
1,161,370
37
Male
14,051
Divorced
0
High School
Unemployed
15.035949
Suburban
Comprehensive
0
1
764
8
2022-02-28 15:21:39.176717
Good
No
Rarely
House
1,072
1,161,371
42
Male
null
Divorced
2
Master's
Employed
15.177568
Urban
Premium
1
6
301
5
2021-01-20 15:21:39.250151
Average
Yes
Monthly
Apartment
552
1,161,372
41
Male
638
Married
1
Master's
Self-Employed
null
Suburban
Premium
null
14
468
7
2022-06-21 15:21:39.185215
Poor
Yes
Rarely
Apartment
801
1,161,373
19
Female
28,648
Married
null
Bachelor's
Self-Employed
47.064959
Urban
Premium
null
16
758
5
2024-06-11 15:21:39.134960
Average
No
Daily
House
2,454
1,161,374
47
Male
4,417
Married
1
Master's
null
null
Urban
Premium
null
3
328
5
2024-06-26 15:21:39.261856
Good
No
Rarely
Apartment
859
1,161,375
53
Male
40,654
Single
null
PhD
Employed
22.382604
Suburban
Premium
null
6
558
8
2019-12-17 15:21:39.112553
Good
Yes
Daily
Condo
975
1,161,376
52
Female
84,499
Single
1
Bachelor's
null
48.955688
Suburban
Comprehensive
null
4
315
1
2023-04-28 15:21:39.198406
Poor
Yes
Monthly
House
2,851
1,161,377
55
Male
25,011
Divorced
4
PhD
null
42.638851
Urban
Basic
3
1
559
3
2022-01-22 15:21:39.191219
Poor
No
Monthly
Condo
1,734
1,161,378
49
Female
4,912
Single
1
High School
null
13.823368
Rural
Basic
0
13
814
1
2021-08-03 15:21:39.179186
Average
No
Monthly
Apartment
2,026
1,161,379
61
Female
3,668
Single
2
PhD
Unemployed
39.519881
Urban
Basic
0
1
734
8
2023-08-15 15:21:39.147735
Good
No
Monthly
House
2,714
1,161,380
52
Male
16,453
Married
0
Bachelor's
Unemployed
null
Rural
Basic
null
6
729
1
2024-04-08 15:21:39.237118
Poor
No
Weekly
House
1,489
1,161,381
44
Male
2,784
Single
3
PhD
Unemployed
12.282979
Urban
Basic
2
16
758
5
2021-08-07 15:21:39.155231
Average
No
Rarely
Apartment
1,439
1,161,382
28
Male
16,230
Single
2
PhD
Employed
8.859361
Rural
Premium
null
17
351
3
2022-12-13 15:21:39.230483
Average
Yes
Daily
House
3,144
1,161,383
21
Female
8,062
Married
0
Bachelor's
null
null
Rural
Comprehensive
0
10
755
7
2023-10-05 15:21:39.237118
Poor
Yes
Weekly
Condo
1,859
1,161,384
59
Female
80,670
Married
null
Master's
Self-Employed
34.182834
Urban
Basic
2
4
642
5
2020-05-07 15:21:39.237118
Average
No
Daily
Condo
3,856
1,161,385
24
Female
76,907
Single
1
Bachelor's
Self-Employed
28.817893
Urban
Comprehensive
null
13
662
4
2020-08-14 15:21:39.180553
Average
Yes
Monthly
Apartment
260
1,161,386
51
Male
3,908
Divorced
3
High School
Employed
29.567978
Rural
Premium
0
5
653
3
2019-10-23 15:21:39.081504
Average
Yes
Monthly
Condo
449
1,161,387
47
Female
61,439
Single
1
Master's
Self-Employed
15.712974
Urban
Comprehensive
1
14
301
2
2019-11-04 15:21:39.283783
Good
No
Daily
Apartment
1,306
1,161,388
52
Male
8,791
Single
1
PhD
Employed
11.095924
Rural
Premium
0
12
841
9
2020-10-21 15:21:39.134960
Good
No
Rarely
Apartment
2,210
1,161,389
46
Female
49,342
Single
2
High School
Self-Employed
47.925476
Suburban
Premium
1
18
644
2
2023-06-07 15:21:39.151732
Good
Yes
Daily
House
295
1,161,390
46
Female
14,823
Single
1
High School
Unemployed
3.023825
Rural
Premium
2
7
720
1
2020-09-13 15:21:39.193945
Average
Yes
Daily
House
884
1,161,391
51
Male
2,742
Married
0
Master's
Self-Employed
10.584578
Suburban
Premium
2
4
424
1
2023-01-31 15:21:39.122134
Poor
No
Weekly
House
1,679
1,161,392
62
Male
28,740
Single
null
High School
Employed
44.069
Rural
Premium
null
13
541
6
2021-12-12 15:21:39.155231
Good
Yes
Rarely
Apartment
266
1,161,393
29
Male
2,698
Single
3
Master's
null
49.068618
Urban
Comprehensive
0
11
495
5
2020-06-07 15:21:39.263607
null
Yes
Weekly
House
805
1,161,394
26
Male
20,395
Divorced
1
PhD
Employed
43.887567
Suburban
Basic
3
3
514
6
2021-10-21 15:21:39.173834
Average
Yes
Monthly
Apartment
1,485
1,161,395
33
Female
44,943
Married
4
High School
Unemployed
11.812751
Rural
Basic
null
12
734
1
2019-09-12 15:21:39.134960
Average
Yes
Daily
Apartment
583
1,161,396
51
Female
35,192
Single
3
Bachelor's
Unemployed
24.903005
Urban
Comprehensive
2
3
null
4
2024-06-13 15:21:39.236064
null
Yes
Weekly
Condo
664
1,161,397
33
Male
84,797
Married
4
Bachelor's
Employed
null
Suburban
Premium
2
12
688
1
2020-05-22 15:21:39.181605
Poor
Yes
Rarely
Apartment
452
1,161,398
21
Male
23,425
Divorced
4
PhD
Unemployed
5.791533
Rural
Basic
0
8
657
4
2023-10-25 15:21:39.133866
Good
Yes
Weekly
Condo
1,014
1,161,399
63
Male
44,720
Married
null
Bachelor's
Unemployed
11.737262
Rural
Basic
0
2
null
5
2020-01-28 15:21:39.079128
Average
Yes
Rarely
Condo
703