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
1,300
36
Male
56,337
Divorced
0
Bachelor's
Self-Employed
13.419669
Urban
Comprehensive
null
13
835
9
2024-08-12 15:21:39.271453
Poor
No
Rarely
House
48
1,301
59
Female
18,093
Married
1
High School
null
26.240537
Rural
Premium
1
13
null
5
2024-05-24 15:21:39.283783
Average
Yes
Rarely
Apartment
907
1,302
33
Male
19,755
Single
4
Bachelor's
null
15.078386
Rural
Comprehensive
1
12
null
7
2020-09-07 15:21:39.107553
Average
Yes
Rarely
House
2,097
1,303
30
Male
37,253
Divorced
null
High School
null
23.390006
Suburban
Basic
null
2
552
7
2022-03-27 15:21:39.119168
Good
No
Rarely
Apartment
1,306
1,304
39
Male
null
Single
0
High School
Self-Employed
37.996692
Urban
Basic
0
2
null
1
2021-04-07 15:21:39.290098
Poor
Yes
Rarely
Apartment
105
1,305
43
Female
5,758
Married
3
Bachelor's
null
42.718612
Urban
Premium
0
16
541
5
2023-07-18 15:21:39.155231
Average
No
Weekly
Apartment
676
1,306
58
Male
7,960
Married
0
PhD
Employed
38.002049
Urban
Comprehensive
0
0
329
1
2023-03-27 15:21:39.237118
Average
Yes
Daily
Apartment
577
1,307
51
Female
122,689
Married
null
High School
Self-Employed
46.133006
Suburban
Premium
null
10
407
5
2021-06-08 15:21:39.270454
Average
No
Daily
House
3,327
1,308
61
Female
102,143
Married
1
Master's
null
12.717254
Rural
Basic
1
12
510
6
2021-06-28 15:21:39.112553
Average
Yes
Daily
House
400
1,309
42
Male
91,184
Divorced
0
High School
Unemployed
19.152779
Rural
Comprehensive
null
7
361
2
2022-06-30 15:21:39.134960
Average
No
Rarely
House
911
1,310
25
Male
24,000
Married
0
Bachelor's
null
9.827778
Rural
Comprehensive
null
13
393
2
2019-11-09 15:21:39.226954
Good
Yes
Rarely
Apartment
2,696
1,311
27
Female
9,909
Divorced
0
PhD
Unemployed
33.123059
Urban
Comprehensive
null
11
629
1
2023-06-23 15:21:39.147735
Good
Yes
Rarely
House
1,116
1,312
26
Female
36,115
Single
null
Bachelor's
null
34.244521
Rural
Basic
1
15
715
2
2020-02-05 15:21:39.192212
Poor
No
Monthly
Apartment
1,557
1,313
54
Female
47,260
Single
0
Master's
Unemployed
22.404015
Suburban
Basic
0
18
634
5
2020-06-15 15:21:39.089116
Poor
No
Monthly
House
289
1,314
18
Female
23,152
Married
4
Bachelor's
Employed
19.944792
Rural
Basic
null
18
767
3
2022-08-19 15:21:39.155231
Poor
No
Monthly
House
693
1,315
35
Male
44,675
Married
2
High School
Self-Employed
24.947784
Rural
Premium
1
15
778
3
2022-04-17 15:21:39.084065
Average
Yes
Weekly
Condo
921
1,316
61
Female
74,813
Divorced
0
High School
null
20.31392
Suburban
Basic
null
15
632
2
2022-09-06 15:21:39.245086
Good
Yes
Daily
House
216
1,317
64
Male
102,642
Divorced
4
Bachelor's
Employed
33.898115
Urban
Comprehensive
null
19
306
8
2024-07-08 15:21:39.155231
Average
No
Weekly
House
78
1,318
40
Male
11,314
Single
0
High School
Employed
31.596599
Suburban
Premium
2
0
447
2
2023-01-17 15:21:39.274993
Average
No
Monthly
Condo
1,947
1,319
null
Female
16,097
Married
0
High School
Employed
25.389631
Rural
Basic
null
6
335
8
2020-01-07 15:21:39.261856
Average
Yes
Rarely
Apartment
1,236
1,320
22
Female
56,622
Married
3
Bachelor's
Self-Employed
null
Urban
Basic
0
17
678
3
2023-02-10 15:21:39.211806
null
No
Monthly
Apartment
1,005
1,321
60
Male
2,089
Single
2
Master's
Unemployed
12.811697
Suburban
Basic
null
10
639
8
2024-05-06 15:21:39.175719
Poor
Yes
Weekly
Apartment
434
1,322
44
Male
7,973
Married
1
Bachelor's
null
44.459434
Urban
Comprehensive
0
2
459
5
2022-07-09 15:21:39.182597
Average
No
Weekly
Apartment
1,339
1,323
52
Male
8,881
Single
3
High School
null
null
Urban
Basic
0
9
765
4
2021-02-06 15:21:39.155231
Good
No
Monthly
House
471
1,324
53
Male
138,086
Single
1
High School
Employed
23.564147
Urban
Premium
null
10
761
1
2024-01-27 15:21:39.276901
Good
Yes
Rarely
Condo
101
1,325
63
Female
43,791
Married
null
Master's
Unemployed
12.72783
Suburban
Basic
null
18
553
8
2022-10-05 15:21:39.134960
Average
Yes
Daily
Condo
635
1,326
24
Female
5,925
Single
2
Master's
null
23.396488
Rural
Comprehensive
1
3
567
9
2022-06-11 15:21:39.090124
Good
Yes
Rarely
Condo
2,230
1,327
44
Female
1,656
Married
4
Bachelor's
Unemployed
33.482913
Rural
Basic
null
18
828
8
2021-08-15 15:21:39.237118
Average
Yes
Weekly
House
1,836
1,328
50
Male
29,402
Single
1
Master's
null
6.376899
Suburban
Basic
0
17
null
7
2021-06-28 15:21:39.254678
Good
No
Monthly
Condo
883
1,329
36
Female
18,405
Divorced
3
Bachelor's
null
29.177675
Suburban
Premium
null
17
779
3
2021-01-08 15:21:39.217387
Average
No
Weekly
House
2,121
1,330
52
Female
2,894
Married
0
Bachelor's
Self-Employed
28.84543
Suburban
Comprehensive
null
11
693
2
2020-01-04 15:21:39.102694
Average
No
Weekly
House
4,554
1,331
39
Female
80,531
Married
1
High School
null
32.296827
Suburban
Basic
null
2
354
8
2023-08-11 15:21:39.134960
Poor
No
Monthly
Apartment
1,366
1,332
30
Female
58,921
Divorced
2
PhD
Employed
26.271029
Rural
Basic
2
4
364
7
2020-07-08 15:21:39.288099
Poor
No
Rarely
House
1,328
1,333
22
Female
52,298
Married
3
Bachelor's
Self-Employed
34.977261
Suburban
Basic
null
0
757
2
2019-12-19 15:21:39.092127
Good
Yes
Rarely
Apartment
35
1,334
41
Female
18,693
Divorced
null
High School
Employed
15.390696
Urban
Comprehensive
null
5
423
6
2021-07-25 15:21:39.254678
Average
Yes
Weekly
Condo
1,764
1,335
62
Female
31,626
Divorced
2
Bachelor's
Self-Employed
31.773457
Suburban
Basic
0
2
null
6
2019-12-12 15:21:39.224915
Average
Yes
Weekly
Apartment
176
1,336
35
Female
16,982
Married
4
Master's
null
12.019002
Urban
Comprehensive
null
10
628
4
2023-01-17 15:21:39.091080
Average
Yes
Rarely
House
573
1,337
18
Female
4,879
Divorced
null
Bachelor's
Self-Employed
42.069599
Rural
Basic
2
1
531
7
2020-10-13 15:21:39.094752
Good
No
Monthly
House
1,605
1,338
41
Female
2,989
Married
2
Bachelor's
Unemployed
31.06064
Rural
Basic
1
8
479
9
2020-08-11 15:21:39.244069
Average
No
Weekly
House
687
1,339
24
Male
7,040
Married
3
Master's
Self-Employed
44.066715
Urban
Premium
null
12
436
1
2020-03-02 15:21:39.155231
Good
No
Rarely
House
1,793
1,340
54
Female
33,010
Married
1
Master's
Employed
24.473889
Urban
Basic
0
5
696
9
2023-10-30 15:21:39.191219
Average
Yes
Daily
House
1,166
1,341
51
Male
11,004
Single
4
Bachelor's
Unemployed
16.719649
Rural
Premium
1
18
798
4
2021-03-11 15:21:39.155231
Poor
Yes
Rarely
Condo
1,556
1,342
45
Male
121,535
Married
4
High School
Unemployed
35.758518
Suburban
Premium
null
18
465
8
2019-09-11 15:21:39.256696
Good
Yes
Rarely
Condo
1,845
1,343
53
Male
15,803
Married
3
Master's
null
38.828694
Suburban
Comprehensive
0
1
null
6
2020-11-24 15:21:39.260856
Average
Yes
Weekly
House
1,062
1,344
42
Male
null
Divorced
2
Master's
Unemployed
20.246469
Rural
Comprehensive
1
1
366
7
2023-10-11 15:21:39.175719
Average
No
Weekly
Condo
1,072
1,345
52
Male
18,561
Married
4
PhD
Unemployed
47.596876
Suburban
Comprehensive
null
17
716
1
2020-01-24 15:21:39.105504
Good
Yes
Weekly
Condo
2,560
1,346
57
Female
14,120
Married
2
PhD
Unemployed
32.098098
Rural
Comprehensive
null
18
693
3
2022-08-19 15:21:39.089116
Poor
Yes
Monthly
Apartment
380
1,347
34
Male
45,964
Single
3
Master's
null
16.828173
Urban
Basic
null
12
772
3
2022-01-31 15:21:39.237118
Poor
No
Rarely
Condo
975
1,348
61
Male
138,086
Divorced
1
Master's
Unemployed
null
Rural
Comprehensive
1
5
704
4
2020-06-04 15:21:39.122134
null
Yes
Weekly
House
656
1,349
47
Male
5,848
Divorced
null
Bachelor's
Self-Employed
41.737185
Rural
Comprehensive
0
15
null
1
2020-05-01 15:21:39.134960
Average
No
Weekly
Apartment
514
1,350
22
Female
113,292
Divorced
1
Bachelor's
Self-Employed
26.84518
Rural
Premium
null
13
332
3
2023-03-22 15:21:39.237118
Average
Yes
Rarely
House
116
1,351
40
Male
20,991
Married
4
Bachelor's
Self-Employed
9.079559
Urban
Premium
2
14
657
4
2022-08-02 15:21:39.134960
Average
Yes
Rarely
Apartment
1,040
1,352
28
Female
39,566
Single
4
Master's
null
36.490078
Suburban
Comprehensive
null
12
628
7
2023-11-26 15:21:39.147735
Average
No
Monthly
Condo
503
1,353
46
Female
16,082
Married
null
Bachelor's
Self-Employed
40.737336
Rural
Basic
1
7
null
3
2022-04-14 15:21:39.237118
Good
Yes
Rarely
House
1,645
1,354
50
Female
2,575
Single
1
High School
Self-Employed
24.496773
Urban
Premium
1
7
543
4
2019-10-07 15:21:39.147735
null
Yes
Monthly
House
855
1,355
38
Male
2,598
Divorced
1
High School
Self-Employed
49.619105
Rural
Basic
1
1
485
1
2022-07-21 15:21:39.259788
Average
Yes
Monthly
Condo
1,391
1,356
51
Male
4,972
Married
3
High School
Employed
12.564257
Rural
Premium
2
3
848
7
2020-05-18 15:21:39.134960
Average
No
Rarely
Condo
831
1,357
34
Male
72,796
Married
4
PhD
null
36.945229
Rural
Comprehensive
1
1
null
4
2020-09-12 15:21:39.172097
Poor
Yes
Weekly
House
48
1,358
46
Male
47,987
Single
3
High School
null
20.835875
Rural
Basic
null
11
838
1
2020-11-03 15:21:39.206847
Good
Yes
Monthly
Apartment
211
1,359
59
Male
45,754
Married
3
PhD
Unemployed
24.824366
Urban
Premium
2
7
796
6
2022-08-29 15:21:39.153733
Average
Yes
Daily
House
611
1,360
41
Female
142,772
Single
4
High School
Unemployed
21.888056
Suburban
Comprehensive
2
14
634
7
2022-09-12 15:21:39.080440
Average
Yes
Daily
Condo
2,033
1,361
42
Male
39,702
Single
2
High School
Employed
13.637943
Rural
Comprehensive
1
16
null
9
2020-09-10 15:21:39.085129
Good
Yes
Monthly
Apartment
1,256
1,362
63
Female
31,221
Divorced
1
Bachelor's
Unemployed
12.827702
Suburban
Premium
2
1
385
2
2023-02-08 15:21:39.250151
Good
Yes
Weekly
Apartment
1,989
1,363
18
Female
22,473
Single
3
High School
null
4.273727
Urban
Premium
0
7
744
5
2023-07-23 15:21:39.176717
Average
Yes
Monthly
Condo
1,659
1,364
64
Female
13,151
Divorced
1
Master's
Employed
12.007787
Urban
Basic
2
15
613
8
2020-11-28 15:21:39.211806
Good
Yes
Weekly
Apartment
1,663
1,365
36
Male
20,892
Divorced
4
Master's
Self-Employed
42.79482
Urban
Premium
1
11
823
3
2024-01-19 15:21:39.155231
Poor
No
Daily
Condo
612
1,366
26
Male
24,009
Single
2
Master's
null
36.502748
Suburban
Premium
2
16
477
7
2023-09-09 15:21:39.245086
Average
No
Weekly
Apartment
1,081
1,367
54
Male
25,563
Married
1
Bachelor's
Unemployed
21.773193
Rural
Basic
2
19
674
7
2021-10-11 15:21:39.246098
Average
Yes
Rarely
Apartment
478
1,368
49
Female
798
Married
4
High School
Self-Employed
22.585936
Urban
Basic
null
19
671
3
2023-06-30 15:21:39.134960
Poor
No
Weekly
Apartment
4,402
1,369
51
Female
61,461
Married
0
Master's
Employed
14.448822
Urban
Comprehensive
2
3
375
4
2022-12-13 15:21:39.256696
Average
No
Monthly
Condo
814
1,370
57
Male
67,727
Married
1
High School
null
38.427974
Rural
Premium
1
1
615
3
2023-07-27 15:21:39.204790
Poor
No
Rarely
Apartment
309
1,371
27
Female
29,453
Single
null
Master's
Self-Employed
20.724134
Suburban
Basic
null
14
667
2
2023-09-08 15:21:39.194829
Average
No
Daily
Condo
696
1,372
62
Female
34,403
Single
0
High School
null
43.617312
Rural
Premium
0
9
394
2
2023-03-13 15:21:39.217387
Good
No
Rarely
Condo
1,046
1,373
26
Female
8,051
Divorced
2
Master's
Employed
null
Urban
Basic
null
12
null
6
2022-05-24 15:21:39.134960
null
No
Daily
Condo
831
1,374
45
Male
135,554
Married
2
Master's
null
12.093947
Urban
Premium
2
11
615
6
2023-11-08 15:21:39.205850
Average
Yes
Weekly
Apartment
1,920
1,375
34
Female
23,981
Divorced
3
Bachelor's
null
26.586067
Rural
Basic
4
18
711
7
2024-05-27 15:21:39.134960
Average
No
Weekly
Condo
511
1,376
36
Male
16,069
Married
1
PhD
null
14.934179
Urban
Basic
3
19
785
9
2022-11-30 15:21:39.221386
Average
Yes
Weekly
Apartment
478
1,377
57
Male
35,240
Single
null
PhD
null
26.058919
Urban
Premium
null
9
561
2
2021-01-28 15:21:39.213373
Poor
Yes
Weekly
Apartment
823
1,378
54
Female
76,571
Divorced
4
High School
Self-Employed
27.796316
Rural
Comprehensive
2
15
388
4
2024-08-07 15:21:39.134960
Poor
Yes
Rarely
House
2,200
1,379
42
Female
null
Married
0
PhD
Self-Employed
31.979896
Suburban
Comprehensive
null
9
787
7
2021-08-26 15:21:39.261856
Poor
No
Daily
Condo
45
1,380
37
Female
44,729
Single
4
Master's
null
32.917335
Suburban
Basic
null
12
758
1
2019-10-09 15:21:39.259788
Good
Yes
Daily
House
817
1,381
38
Female
64,882
Divorced
0
Master's
Unemployed
5.92744
Urban
Comprehensive
0
19
302
5
2020-07-05 15:21:39.143708
Good
Yes
Rarely
Condo
894
1,382
57
Female
15,961
Single
0
PhD
Unemployed
9.981032
Urban
Premium
1
19
775
1
2024-03-16 15:21:39.177724
Average
Yes
Monthly
Apartment
761
1,383
53
Female
514
Divorced
2
Master's
Employed
22.3822
Urban
Premium
3
6
417
2
2020-06-27 15:21:39.226954
Good
Yes
Monthly
Condo
1,108
1,384
48
Male
null
Married
4
Bachelor's
Self-Employed
13.536324
Suburban
Basic
0
18
353
7
2022-01-13 15:21:39.226954
Average
Yes
Rarely
Apartment
393
1,385
33
Female
129,841
Divorced
3
Bachelor's
null
39.389613
Urban
Comprehensive
null
16
375
9
2020-02-20 15:21:39.188220
Average
No
Monthly
House
1,453
1,386
32
Male
18,772
Married
1
High School
Self-Employed
16.826531
Rural
Basic
1
0
433
2
2020-10-12 15:21:39.188220
Good
Yes
Rarely
Apartment
801
1,387
40
Female
46,972
Divorced
3
High School
null
18.392749
Suburban
Basic
3
17
684
9
2020-11-29 15:21:39.079128
Good
Yes
Rarely
Condo
260
1,388
33
Male
26,200
Single
0
PhD
null
25.786551
Rural
Premium
2
11
704
2
2019-12-17 15:21:39.226954
Poor
Yes
Rarely
Condo
1,399
1,389
33
Male
15,762
Married
2
High School
null
29.153523
Urban
Comprehensive
null
8
786
2
2024-02-29 15:21:39.251142
Good
No
Daily
Apartment
489
1,390
26
Male
83,076
Divorced
4
Bachelor's
Employed
48.917547
Rural
Premium
0
0
595
2
2020-01-30 15:21:39.085129
Average
Yes
Monthly
House
363
1,391
54
Female
20,982
Married
1
Bachelor's
null
30.883974
Urban
Comprehensive
2
12
null
4
2022-01-04 15:21:39.286113
Average
No
Monthly
Apartment
790
1,392
47
Male
2,445
Single
3
High School
null
23.387063
Rural
Basic
5
0
null
9
2022-10-10 15:21:39.102694
Good
No
Weekly
House
2,075
1,393
23
Female
1,344
Divorced
1
PhD
null
29.938573
Rural
Premium
0
5
null
3
2023-04-20 15:21:39.170099
null
Yes
Rarely
Apartment
548
1,394
31
Female
23,989
null
3
Master's
null
27.78881
Rural
Premium
0
16
null
9
2020-08-30 15:21:39.095696
Average
No
Rarely
House
244
1,395
49
Male
92,880
Divorced
4
High School
Employed
51.848223
Suburban
Comprehensive
2
0
null
3
2024-07-19 15:21:39.174719
Poor
No
Daily
House
497
1,396
39
Female
20,881
Single
2
High School
Employed
26.753357
Suburban
Basic
1
15
464
5
2021-05-17 15:21:39.172097
Good
Yes
Rarely
Apartment
1,523
1,397
null
Female
55,744
Divorced
0
Master's
Unemployed
31.957475
Urban
Comprehensive
2
14
837
9
2019-11-26 15:21:39.134960
Good
Yes
Rarely
House
144
1,398
48
Female
38,580
Married
4
Bachelor's
null
23.881775
Suburban
Premium
1
16
744
4
2020-03-16 15:21:39.263607
Good
No
Weekly
Apartment
465
1,399
24
Female
3,718
Single
null
PhD
Employed
null
Suburban
Comprehensive
1
7
599
1
2024-03-20 15:21:39.155231
Poor
Yes
Weekly
House
4,932