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
1,173,200
36
Female
3,468
Married
3
Bachelor's
Employed
27.937399
Rural
Premium
1
2
712
1
2022-04-03 15:21:39.120168
Good
No
Monthly
Apartment
36
1,173,201
35
Male
12,086
Single
2
Master's
Self-Employed
6.082708
Suburban
Basic
0
19
473
7
2020-08-28 15:21:39.197445
Average
No
Weekly
House
157
1,173,202
59
Male
15,104
Married
4
Master's
Self-Employed
26.734837
Suburban
Premium
1
9
519
5
2021-09-23 15:21:39.205850
Poor
Yes
Daily
Apartment
1,745
1,173,203
24
Male
43,414
Divorced
null
Bachelor's
Employed
37.828966
Urban
Comprehensive
null
13
507
8
2023-04-23 15:21:39.274993
Average
Yes
Rarely
Apartment
1,522
1,173,204
22
Female
133,052
Single
3
Master's
null
34.593331
Suburban
Basic
null
7
360
6
2022-02-02 15:21:39.184157
Good
No
Weekly
Condo
555
1,173,205
19
Female
23,641
Married
0
PhD
Unemployed
38.647843
Suburban
Premium
null
8
639
7
2021-12-12 15:21:39.279729
Good
Yes
Daily
House
804
1,173,206
54
Male
39,058
Single
4
Master's
null
22.779513
Urban
Basic
null
16
595
4
2021-06-15 15:21:39.134960
Poor
Yes
Rarely
House
1,181
1,173,207
62
Male
72,366
Divorced
0
High School
Self-Employed
49.661399
Suburban
Premium
null
0
null
1
2020-03-25 15:21:39.134960
null
Yes
Monthly
Condo
2,087
1,173,208
48
Male
null
Single
1
Bachelor's
Self-Employed
10.381115
Urban
Basic
null
12
458
2
2020-12-08 15:21:39.237118
Poor
Yes
Weekly
Apartment
111
1,173,209
43
Female
15,956
Single
1
Master's
Self-Employed
13.79226
Urban
Premium
1
17
446
1
2021-08-03 15:21:39.226954
Average
No
Weekly
Condo
405
1,173,210
61
Female
1,795
Divorced
1
Master's
Self-Employed
14.711546
Suburban
Premium
0
13
535
8
2021-04-23 15:21:39.105504
Poor
No
Monthly
House
1,845
1,173,211
29
Female
20,735
Married
3
Master's
null
28.298761
Suburban
Premium
null
6
532
9
2024-08-14 15:21:39.251142
Poor
Yes
Rarely
House
731
1,173,212
56
Male
17,074
Married
2
PhD
null
28.816488
Rural
Comprehensive
1
2
704
9
2024-05-19 15:21:39.185215
Poor
Yes
Rarely
Apartment
829
1,173,213
46
Male
31,492
Married
4
High School
null
17.622987
Suburban
Comprehensive
null
17
null
3
2020-05-07 15:21:39.093681
Average
Yes
Rarely
Condo
668
1,173,214
51
Female
121,837
Married
3
Bachelor's
Employed
6.08542
Suburban
Premium
0
17
406
5
2021-04-17 15:21:39.198406
Average
Yes
Daily
House
38
1,173,215
37
Female
36,752
Divorced
0
Master's
null
23.337834
Suburban
Comprehensive
1
13
786
2
2020-08-10 15:21:39.191219
Good
No
Daily
House
20
1,173,216
29
Male
61,550
Single
0
High School
Self-Employed
40.125553
Urban
Comprehensive
2
13
436
6
2023-08-03 15:21:39.279729
Poor
Yes
Weekly
Condo
875
1,173,217
33
Female
21,012
Divorced
0
High School
Employed
19.141366
Rural
Premium
null
14
468
3
2024-06-15 15:21:39.279729
Good
Yes
Monthly
Condo
43
1,173,218
26
Female
27,182
Married
0
PhD
Employed
18.72328
Suburban
Premium
null
3
558
3
2024-06-23 15:21:39.251142
Average
Yes
Rarely
Apartment
1,799
1,173,219
32
Female
1,577
Single
1
Bachelor's
null
42.35658
Rural
Basic
1
16
484
9
2023-03-22 15:21:39.090124
Average
Yes
Weekly
House
1,346
1,173,220
37
Female
71,079
Single
3
Master's
Unemployed
29.410958
Urban
Comprehensive
1
1
515
5
2021-02-05 15:21:39.134960
null
Yes
Rarely
Apartment
36
1,173,221
32
Male
19,911
Single
null
High School
Unemployed
15.838227
Suburban
Premium
null
9
458
6
2023-11-05 15:21:39.289099
Average
Yes
Weekly
Apartment
1,895
1,173,222
53
Male
2,823
Divorced
3
PhD
Employed
43.937295
Rural
Premium
0
18
401
7
2022-01-22 15:21:39.250151
Good
Yes
Rarely
House
105
1,173,223
49
Female
40,774
Married
3
High School
Employed
null
Urban
Comprehensive
2
10
713
5
2024-02-29 15:21:39.274993
null
Yes
Weekly
Apartment
823
1,173,224
20
Female
966
Single
1
Bachelor's
null
27.985851
Rural
Basic
null
5
784
8
2023-07-28 15:21:39.134960
Poor
Yes
Daily
Condo
3,180
1,173,225
44
Male
989
Single
2
PhD
null
32.865415
Rural
Premium
1
8
346
2
2020-12-11 15:21:39.084065
Poor
No
Weekly
Condo
1,065
1,173,226
40
Male
1,489
Married
0
High School
Employed
27.988606
Rural
Premium
0
5
461
7
2022-02-22 15:21:39.134960
Good
No
Weekly
Condo
1,042
1,173,227
31
Male
20,683
Married
null
Bachelor's
Self-Employed
22.827772
Rural
Premium
null
13
711
9
2023-09-14 15:21:39.146733
Average
Yes
Monthly
Condo
1,039
1,173,228
49
Male
9,094
Divorced
4
High School
Self-Employed
8.90422
Suburban
Comprehensive
null
5
844
1
2020-10-22 15:21:39.134960
Average
No
Daily
House
1,653
1,173,229
47
Female
97,653
Married
4
High School
Employed
40.835813
Rural
Comprehensive
1
12
307
8
2022-10-06 15:21:39.203442
Average
No
Weekly
Apartment
108
1,173,230
22
Male
10,533
Single
1
Bachelor's
Self-Employed
37.843234
Urban
Comprehensive
0
7
612
8
2024-01-06 15:21:39.279729
Good
No
Weekly
House
338
1,173,231
28
Female
43,487
Single
1
PhD
Self-Employed
21.717912
Urban
Premium
0
15
784
7
2022-12-01 15:21:39.196387
Poor
Yes
Daily
House
1,706
1,173,232
48
Male
17,978
Single
3
PhD
Self-Employed
23.624011
Urban
Comprehensive
1
0
846
8
2022-01-25 15:21:39.172097
Average
No
Rarely
House
2,269
1,173,233
53
Female
34,247
Single
1
Master's
null
31.296879
Urban
Comprehensive
null
13
658
9
2023-11-05 15:21:39.236064
Average
No
Weekly
Condo
1,320
1,173,234
47
Male
2,798
Married
1
Master's
null
7.662876
Suburban
Basic
2
8
null
7
2021-02-26 15:21:39.155231
Poor
Yes
Daily
Apartment
1,509
1,173,235
28
Male
27,963
Single
1
Master's
Self-Employed
null
Rural
Premium
0
8
533
5
2020-02-20 15:21:39.134960
Poor
No
Daily
Condo
1,244
1,173,236
32
Female
3,819
Single
3
PhD
Self-Employed
27.91945
Suburban
Basic
null
3
571
6
2020-08-08 15:21:39.155231
null
Yes
Daily
Condo
1,658
1,173,237
59
Male
10,076
Divorced
2
Master's
Unemployed
44.788224
Rural
Premium
0
17
null
5
2022-11-24 15:21:39.192212
Good
No
Daily
Apartment
1,703
1,173,238
47
Male
33,204
Married
4
Bachelor's
Employed
20.639443
Rural
Basic
null
17
844
9
2023-03-14 15:21:39.231531
Average
Yes
Monthly
Condo
441
1,173,239
49
Female
14,022
Divorced
4
High School
null
14.55649
Urban
Premium
null
11
478
9
2021-10-28 15:21:39.237118
Poor
No
Weekly
Condo
287
1,173,240
53
Female
5,117
Single
0
High School
null
5.896416
Suburban
Premium
0
18
722
8
2023-07-27 15:21:39.206847
Average
Yes
Weekly
Condo
533
1,173,241
59
Female
11,765
Divorced
1
Bachelor's
null
30.852167
Rural
Comprehensive
null
10
608
4
2023-05-21 15:21:39.165120
Average
Yes
Weekly
Condo
227
1,173,242
41
Male
657
Single
null
Master's
null
41.770159
Urban
Premium
1
17
403
8
2020-02-25 15:21:39.126661
null
Yes
Weekly
House
539
1,173,243
55
Female
32,751
Single
4
Bachelor's
Self-Employed
48.914277
Suburban
Premium
1
1
616
4
2022-10-07 15:21:39.228521
Poor
No
Weekly
Apartment
607
1,173,244
56
Female
6,931
Divorced
null
High School
Self-Employed
30.857697
Rural
Basic
null
4
693
2
2022-01-18 15:21:39.092127
Average
Yes
Weekly
Condo
1,396
1,173,245
22
Female
33,016
Married
4
Bachelor's
Self-Employed
37.522911
Suburban
Comprehensive
0
8
785
7
2023-03-10 15:21:39.134960
Poor
No
Rarely
House
1,761
1,173,246
53
Male
31,984
Divorced
3
Master's
null
22.918086
Rural
Premium
null
16
637
8
2021-09-01 15:21:39.092127
Good
No
Daily
House
561
1,173,247
19
Male
51,677
Single
4
Bachelor's
null
12.878778
Suburban
Premium
2
4
678
2
2024-01-13 15:21:39.237118
Average
Yes
Rarely
Apartment
4,294
1,173,248
43
Male
16,268
Divorced
0
PhD
null
32.012436
Suburban
Comprehensive
null
3
454
5
2020-05-29 15:21:39.163910
Average
No
Rarely
Condo
532
1,173,249
20
Female
15,581
Married
0
Master's
Employed
9.077541
Urban
Comprehensive
null
18
828
1
2023-10-02 15:21:39.152732
Good
No
Rarely
House
1,513
1,173,250
59
Male
43,714
Married
1
Master's
Employed
20.639078
Suburban
Basic
null
18
582
7
2020-11-16 15:21:39.081504
Good
Yes
Rarely
Condo
1,363
1,173,251
53
Male
53,240
Single
2
PhD
Employed
14.257951
Suburban
Comprehensive
2
2
679
7
2021-07-18 15:21:39.190215
Poor
Yes
Rarely
Apartment
51
1,173,252
39
Male
62,850
Married
3
Master's
null
21.094945
Urban
Premium
0
12
696
9
2020-10-24 15:21:39.250151
Good
Yes
Monthly
House
48
1,173,253
52
Female
46,201
Single
4
High School
Unemployed
18.038192
Suburban
Premium
3
12
null
7
2022-03-22 15:21:39.180553
Average
Yes
Weekly
Apartment
1,927
1,173,254
35
Male
8,096
Married
1
High School
Self-Employed
23.869587
Urban
Premium
null
15
588
8
2021-09-27 15:21:39.237118
Poor
Yes
Monthly
Condo
838
1,173,255
50
Male
6,866
Divorced
0
High School
Self-Employed
26.079581
Rural
Basic
1
13
454
4
2023-09-02 15:21:39.196387
Good
No
Rarely
House
1,538
1,173,256
44
Female
2,824
Single
3
PhD
Unemployed
39.923422
Rural
Comprehensive
null
18
null
8
2023-11-16 15:21:39.152732
Good
No
Monthly
Apartment
3,817
1,173,257
34
Male
110,872
Married
1
Bachelor's
Employed
11.597893
Rural
Basic
0
10
492
5
2020-08-31 15:21:39.132191
Average
No
Monthly
Condo
110
1,173,258
36
Female
5,849
Divorced
3
Bachelor's
Employed
20.692601
Rural
Premium
null
10
351
1
2020-10-09 15:21:39.204790
Poor
No
Daily
Condo
486
1,173,259
61
Male
35,321
Married
4
Bachelor's
null
24.771748
Urban
Premium
null
9
542
2
2024-04-20 15:21:39.155231
Good
No
Rarely
Condo
1,696
1,173,260
20
Male
null
Married
3
Master's
null
51.250199
Rural
Premium
1
4
656
6
2023-11-25 15:21:39.221386
null
No
Daily
Apartment
1,851
1,173,261
54
Female
47,943
Married
3
Master's
null
null
Rural
Comprehensive
3
3
613
3
2019-09-03 15:21:39.166062
Poor
Yes
Weekly
Apartment
1,691
1,173,262
62
Female
37,211
Single
4
Bachelor's
Self-Employed
27.738301
Urban
Premium
null
3
null
2
2019-12-08 15:21:39.194829
Poor
No
Monthly
Condo
683
1,173,263
29
Male
121,167
Divorced
0
Bachelor's
Self-Employed
30.732192
Rural
Premium
0
2
476
7
2021-05-11 15:21:39.278402
Average
No
Daily
House
206
1,173,264
33
Male
3,488
Divorced
3
Master's
Self-Employed
25.287098
Urban
Basic
null
15
667
6
2024-06-20 15:21:39.144722
Average
No
Rarely
Condo
26
1,173,265
28
Male
1,277
Married
3
Master's
null
28.936623
Rural
Comprehensive
1
13
359
7
2021-09-08 15:21:39.188220
Average
No
Weekly
House
612
1,173,266
26
Male
3,329
null
3
PhD
Employed
34.377547
Rural
Premium
null
17
810
3
2023-04-07 15:21:39.093681
Poor
Yes
Monthly
Condo
2,362
1,173,267
31
Male
5,528
Married
2
High School
Employed
10.737325
Urban
Comprehensive
0
14
638
2
2020-02-15 15:21:39.169102
Average
Yes
Monthly
Condo
1,240
1,173,268
20
Male
7,843
Married
4
PhD
Employed
13.738873
Suburban
Comprehensive
null
4
700
6
2020-06-16 15:21:39.244069
Good
Yes
Daily
Apartment
896
1,173,269
54
Female
42,525
Divorced
3
High School
Unemployed
38.289865
Suburban
Basic
0
8
445
7
2019-08-17 15:21:39.134960
Average
Yes
Daily
Condo
578
1,173,270
41
Female
138,761
Single
3
Bachelor's
Unemployed
19.542112
Urban
Comprehensive
0
4
342
4
2021-09-24 15:21:39.109552
Good
No
Weekly
Apartment
1,133
1,173,271
40
Male
5,539
Married
1
Master's
null
26.846271
Urban
Comprehensive
3
3
590
1
2022-08-20 15:21:39.106582
Good
No
Daily
House
783
1,173,272
null
Male
13,894
Single
4
Master's
Unemployed
10.049644
Suburban
Comprehensive
null
3
727
5
2021-03-11 15:21:39.094752
Poor
No
Weekly
House
586
1,173,273
36
Female
62,811
Single
0
Bachelor's
Unemployed
49.958244
Rural
Premium
null
4
345
4
2019-11-06 15:21:39.126661
Good
No
Weekly
House
1,895
1,173,274
49
Male
37,990
Married
1
PhD
null
28.724213
Rural
Comprehensive
1
3
830
9
2021-01-07 15:21:39.084065
Poor
No
Rarely
House
469
1,173,275
19
Male
2,608
Single
0
Bachelor's
Self-Employed
40.316909
Rural
Premium
0
1
497
3
2021-09-11 15:21:39.202448
Good
Yes
Daily
Condo
1,514
1,173,276
32
Female
null
null
2
PhD
null
20.702563
Suburban
Basic
2
14
null
2
2022-04-20 15:21:39.190215
Average
No
Monthly
Apartment
141
1,173,277
23
Male
3,440
Divorced
2
Master's
Employed
32.394039
Rural
Comprehensive
1
4
null
1
2023-02-13 15:21:39.114118
Good
Yes
Daily
Condo
2,053
1,173,278
57
Male
81,641
Single
4
Master's
Employed
25.844528
Urban
Comprehensive
1
17
362
8
2022-03-21 15:21:39.149731
Good
Yes
Rarely
House
1,739
1,173,279
53
Male
25,776
Married
1
Master's
Unemployed
44.088968
Rural
Basic
null
2
null
2
2024-07-15 15:21:39.231531
Average
No
Daily
Condo
766
1,173,280
35
Male
27,442
Single
1
Master's
Self-Employed
13.659524
Suburban
Comprehensive
1
1
441
3
2021-11-01 15:21:39.166062
Average
No
Daily
Condo
1,807
1,173,281
50
Female
24,891
Married
3
High School
Self-Employed
9.788778
Rural
Comprehensive
null
8
739
5
2020-01-07 15:21:39.171102
Poor
No
Daily
House
619
1,173,282
21
Female
11,167
Single
4
PhD
Employed
15.716091
Urban
Premium
0
0
null
6
2021-04-29 15:21:39.257696
Good
No
Daily
House
398
1,173,283
54
Male
28,680
Single
4
Bachelor's
Employed
7.928926
Suburban
Basic
0
7
539
1
2024-05-07 15:21:39.152732
Good
Yes
Rarely
House
2,948
1,173,284
57
Male
2,929
Married
1
PhD
Employed
35.766686
Urban
Premium
1
3
607
3
2019-08-26 15:21:39.134960
Average
No
Weekly
House
437
1,173,285
55
Female
57,581
Married
1
Bachelor's
Employed
null
Urban
Basic
2
10
469
8
2020-09-03 15:21:39.202448
Good
Yes
Monthly
House
607
1,173,286
52
Male
26,671
Divorced
4
High School
null
17.314948
Urban
Basic
1
3
null
9
2021-11-13 15:21:39.287115
null
Yes
Rarely
House
559
1,173,287
33
Male
95,712
Married
1
Master's
Unemployed
null
Suburban
Premium
4
12
403
1
2024-05-04 15:21:39.259788
Average
No
Weekly
House
495
1,173,288
35
Male
20,360
Divorced
3
High School
Unemployed
4.57008
Suburban
Comprehensive
null
15
415
3
2020-11-10 15:21:39.258696
Average
No
Weekly
House
956
1,173,289
26
Male
66,676
Single
3
Bachelor's
null
6.918798
Rural
Premium
2
18
392
9
2020-06-12 15:21:39.134960
Good
No
Monthly
House
513
1,173,290
34
Female
102,445
Married
3
PhD
Employed
17.88209
Rural
Premium
null
13
368
1
2021-04-04 15:21:39.170099
Average
Yes
Weekly
Apartment
2,130
1,173,291
45
Female
7,177
Divorced
0
Master's
null
16.346516
Suburban
Comprehensive
1
6
648
3
2023-11-07 15:21:39.097737
Good
No
Monthly
Apartment
2,126
1,173,292
34
Female
36,504
Married
2
Bachelor's
Self-Employed
5.710345
Suburban
Comprehensive
null
7
null
1
2021-10-14 15:21:39.283783
Poor
No
Weekly
Apartment
1,210
1,173,293
61
Male
28,894
Divorced
null
High School
null
10.642054
Urban
Comprehensive
0
1
619
7
2023-09-28 15:21:39.251142
Poor
No
Rarely
House
695
1,173,294
59
Female
17,784
Married
1
Master's
Employed
37.926782
Rural
Basic
1
18
702
4
2021-05-14 15:21:39.218388
Average
Yes
Rarely
Condo
928
1,173,295
22
Female
91,639
Married
0
Bachelor's
Employed
7.08656
Rural
Basic
null
17
421
7
2023-06-09 15:21:39.155061
Average
No
Daily
Apartment
514
1,173,296
52
Female
39,092
Married
null
Master's
null
26.783781
Suburban
Comprehensive
2
15
498
2
2020-09-28 15:21:39.207847
null
No
Daily
House
2,924
1,173,297
40
Female
69,742
Divorced
2
Bachelor's
Self-Employed
15.240005
Rural
Premium
1
11
403
2
2020-05-27 15:21:39.134960
Good
Yes
Monthly
Apartment
526
1,173,298
39
Male
901
Divorced
0
High School
Unemployed
16.258833
Suburban
Premium
1
17
481
7
2021-09-25 15:21:39.155231
null
No
Rarely
Apartment
1,382
1,173,299
32
Male
19,091
Married
3
Bachelor's
Self-Employed
19.263103
Rural
Basic
1
16
776
5
2024-02-24 15:21:39.202448
Poor
Yes
Rarely
House
84