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
1,178,200
52
Female
38,432
Single
0
Master's
Employed
36.127042
Urban
Premium
2
1
520
6
2020-10-07 15:21:39.190215
Poor
No
Weekly
Apartment
4,577
1,178,201
53
Male
20,997
Divorced
1
Bachelor's
Unemployed
34.976258
Rural
Premium
2
6
790
8
2021-04-20 15:21:39.089116
Average
Yes
Weekly
Apartment
893
1,178,202
48
Male
4,720
Married
3
Bachelor's
Self-Employed
18.991149
Rural
Premium
0
13
509
2
2021-07-12 15:21:39.149731
Good
No
Weekly
House
2,204
1,178,203
18
Female
5,933
Divorced
1
PhD
null
31.859812
Urban
Comprehensive
0
12
496
6
2021-05-21 15:21:39.252145
Good
No
Daily
House
1,089
1,178,204
60
Male
44,226
Divorced
3
High School
Unemployed
36.127042
Urban
Premium
0
9
717
3
2020-05-22 15:21:39.087123
Average
Yes
Daily
Apartment
1,853
1,178,205
62
Female
4,570
Divorced
3
High School
Unemployed
51.682317
Urban
Comprehensive
1
15
null
4
2020-06-13 15:21:39.104139
Good
Yes
Rarely
Condo
742
1,178,206
36
Female
3,774
Divorced
0
High School
null
14.834957
Suburban
Comprehensive
2
15
321
7
2021-03-22 15:21:39.166062
Poor
No
Rarely
House
1,365
1,178,207
51
Female
11,406
Married
4
PhD
Self-Employed
33.926631
Suburban
Comprehensive
0
0
849
1
2024-07-20 15:21:39.085129
Poor
No
Rarely
House
1,139
1,178,208
61
Male
87,132
Single
0
Bachelor's
Self-Employed
40.835189
Rural
Premium
1
16
733
2
2020-03-09 15:21:39.208842
Poor
Yes
Rarely
House
193
1,178,209
24
Male
31,008
Married
3
Bachelor's
Employed
34.315714
Rural
Basic
1
1
382
3
2024-05-13 15:21:39.092127
Good
No
Monthly
Condo
1,264
1,178,210
51
Male
15,585
Single
4
Bachelor's
null
41.242883
Urban
Premium
0
19
null
2
2021-10-25 15:21:39.155231
Poor
Yes
Daily
Apartment
1,472
1,178,211
24
Female
27,401
Single
1
Master's
Employed
30.609315
Suburban
Comprehensive
0
12
null
1
2020-11-04 15:21:39.134960
Poor
No
Monthly
Apartment
39
1,178,212
60
Female
99,826
Divorced
2
PhD
null
43.219894
Suburban
Comprehensive
null
12
725
3
2021-08-27 15:21:39.101733
Good
Yes
Monthly
Apartment
228
1,178,213
60
Male
6,897
Single
3
High School
Unemployed
7.270514
Rural
Comprehensive
2
2
353
9
2021-01-11 15:21:39.237118
Average
No
Daily
House
1,091
1,178,214
24
Male
15,783
Divorced
2
PhD
Employed
20.92816
Suburban
Comprehensive
null
17
null
9
2022-04-10 15:21:39.087123
Poor
No
Weekly
House
1,720
1,178,215
25
Female
6,822
Divorced
4
Master's
Unemployed
18.696521
Rural
Basic
1
14
790
7
2023-08-17 15:21:39.276901
Average
Yes
Daily
House
442
1,178,216
20
Male
3,354
Divorced
3
PhD
Unemployed
27.957442
Rural
Basic
0
10
588
1
2023-05-03 15:21:39.169102
Average
Yes
Rarely
Condo
3,341
1,178,217
61
Male
17,559
Married
0
PhD
null
21.868114
Urban
Basic
1
0
772
2
2022-08-30 15:21:39.208842
Good
Yes
Monthly
Condo
854
1,178,218
60
Male
59,079
Divorced
0
PhD
Unemployed
48.779849
Rural
Premium
0
2
505
1
2020-09-26 15:21:39.261856
Average
Yes
Daily
Condo
27
1,178,219
46
Female
45,233
Single
2
Master's
null
29.133834
Rural
Comprehensive
1
1
null
1
2021-09-02 15:21:39.214388
Average
Yes
Daily
House
776
1,178,220
43
Female
1,421
Single
4
PhD
Unemployed
13.734987
Suburban
Premium
0
2
424
5
2020-08-12 15:21:39.089116
Good
No
Rarely
Apartment
28
1,178,221
53
Female
38,776
Single
0
Bachelor's
Unemployed
12.947768
Urban
Basic
3
19
752
6
2021-08-30 15:21:39.172097
Good
Yes
Daily
House
1,126
1,178,222
31
Male
811
Single
3
PhD
Employed
null
Suburban
Comprehensive
1
17
677
2
2020-01-29 15:21:39.155231
Good
No
Rarely
House
910
1,178,223
35
Male
64,418
Single
4
Master's
Self-Employed
18.017075
Urban
Comprehensive
0
14
380
4
2023-09-23 15:21:39.175719
Good
Yes
Daily
House
1,593
1,178,224
53
Female
75,353
Single
1
PhD
null
8.82689
Urban
Premium
2
17
477
4
2023-06-05 15:21:39.237118
null
No
Weekly
Condo
39
1,178,225
23
Male
3,997
Single
1
PhD
Employed
26.953718
Urban
Basic
0
1
849
4
2020-08-21 15:21:39.113566
Good
No
Rarely
Apartment
26
1,178,226
49
Male
52,421
Single
3
PhD
null
51.587426
Urban
Basic
1
10
null
2
2024-07-31 15:21:39.090124
Average
No
Monthly
Condo
1,504
1,178,227
34
Female
50,992
Single
1
PhD
Unemployed
null
Suburban
Comprehensive
2
17
496
6
2023-09-04 15:21:39.250151
Good
No
Monthly
Condo
1,337
1,178,228
28
Male
147,929
Married
2
Master's
Unemployed
null
Urban
Basic
4
14
null
3
2021-05-19 15:21:39.214388
Poor
Yes
Monthly
Condo
533
1,178,229
23
Male
15,915
Married
1
Bachelor's
Unemployed
45.271848
Urban
Premium
null
12
699
7
2022-05-30 15:21:39.155231
Average
Yes
Monthly
House
902
1,178,230
40
Male
1,008
Single
3
Master's
null
19.485942
Suburban
Comprehensive
2
10
826
6
2022-02-28 15:21:39.132191
Poor
No
Rarely
Condo
2,434
1,178,231
18
Female
12,053
Married
3
Master's
Unemployed
18.858652
Rural
Basic
1
2
334
6
2022-05-15 15:21:39.270454
Poor
No
Weekly
House
725
1,178,232
58
Male
24,862
Married
3
Master's
Unemployed
29.946163
Rural
Premium
3
16
null
5
2021-01-27 15:21:39.100695
Poor
Yes
Rarely
Apartment
658
1,178,233
61
Male
5,857
Single
null
PhD
Employed
30.786886
Suburban
Comprehensive
1
17
698
8
2020-04-03 15:21:39.155231
null
Yes
Rarely
House
1,506
1,178,234
55
Female
26,360
Married
3
PhD
Self-Employed
22.816005
Urban
Comprehensive
0
5
591
2
2021-08-11 15:21:39.251142
Average
No
Weekly
Apartment
1,023
1,178,235
57
Male
1,334
Divorced
1
PhD
null
7.946639
Urban
Premium
2
0
null
2
2020-10-12 15:21:39.081504
Poor
No
Weekly
Apartment
27
1,178,236
24
Male
20,303
Married
null
Bachelor's
Employed
35.611677
Suburban
Comprehensive
1
17
726
4
2021-01-29 15:21:39.247098
Good
No
Weekly
Condo
1,604
1,178,237
59
Male
63,346
Single
3
Master's
null
9.182681
Urban
Premium
0
18
331
7
2024-04-04 15:21:39.237118
Average
No
Daily
Condo
438
1,178,238
23
Female
5,857
Divorced
3
PhD
null
46.641267
Suburban
Premium
null
12
null
2
2019-10-31 15:21:39.122134
Good
No
Monthly
Apartment
34
1,178,239
35
Female
122,994
Married
2
PhD
Unemployed
13.001834
Suburban
Premium
null
7
358
8
2024-07-02 15:21:39.155231
Good
No
Monthly
Condo
36
1,178,240
54
Male
65,859
Divorced
0
High School
null
26.038975
Urban
Premium
2
9
null
7
2021-05-26 15:21:39.155231
Good
Yes
Monthly
Condo
119
1,178,241
57
Male
null
Divorced
1
High School
null
18.725219
Rural
Basic
1
2
336
9
2021-10-27 15:21:39.226954
Average
No
Rarely
Apartment
111
1,178,242
48
Male
3,924
Divorced
2
PhD
Employed
22.058928
Rural
Premium
2
16
782
7
2020-11-25 15:21:39.260856
Good
No
Monthly
House
454
1,178,243
27
Male
20,320
Single
0
Bachelor's
Unemployed
44.170838
Rural
Premium
null
14
694
3
2020-07-20 15:21:39.274993
Poor
Yes
Weekly
Condo
29
1,178,244
50
Female
44,798
Single
1
High School
Self-Employed
13.335873
Rural
Premium
1
9
613
1
2023-11-22 15:21:39.192212
Good
Yes
Daily
Condo
1,149
1,178,245
48
Male
10,144
Divorced
2
Master's
null
null
Suburban
Premium
null
10
838
5
2023-07-29 15:21:39.244069
Good
No
Monthly
Condo
609
1,178,246
21
Male
25,230
Divorced
1
High School
Unemployed
49.11009
Suburban
Basic
null
0
391
4
2021-06-17 15:21:39.222387
Average
Yes
Weekly
Apartment
1,099
1,178,247
33
Female
6,868
Married
2
Master's
Self-Employed
28.412311
Rural
Premium
0
12
692
4
2023-06-10 15:21:39.261856
Good
Yes
Weekly
House
1,042
1,178,248
23
Male
4,569
Divorced
0
Master's
null
32.945383
Suburban
Premium
2
7
357
6
2022-05-19 15:21:39.155231
Good
No
Monthly
Condo
479
1,178,249
58
Male
53,465
Divorced
2
PhD
null
36.73771
Rural
Comprehensive
1
7
659
4
2022-12-06 15:21:39.134960
Poor
Yes
Monthly
House
391
1,178,250
22
Female
6,415
Single
4
Bachelor's
Self-Employed
20.879479
Urban
Basic
1
2
512
4
2023-07-24 15:21:39.098696
Average
No
Weekly
House
945
1,178,251
61
Female
1,027
Married
0
Master's
Employed
9.163912
Urban
Comprehensive
null
10
625
9
2024-01-19 15:21:39.189223
Good
Yes
Daily
Apartment
335
1,178,252
40
Male
34,294
Divorced
1
High School
Unemployed
46.310097
Rural
Basic
1
9
743
5
2024-07-23 15:21:39.177724
Poor
Yes
Daily
House
2,213
1,178,253
29
Male
232
Married
3
PhD
null
10.335504
Urban
Basic
1
2
577
2
2024-03-21 15:21:39.276388
Poor
Yes
Monthly
Apartment
1,752
1,178,254
39
Male
38,712
Single
null
PhD
Employed
22.99938
Urban
Comprehensive
1
7
null
2
2024-08-15 15:21:39.207847
Poor
Yes
Monthly
House
532
1,178,255
60
Female
10,829
Divorced
0
Bachelor's
Employed
34.454752
Rural
Comprehensive
null
8
784
6
2021-08-21 15:21:39.134960
Good
Yes
Rarely
Condo
807
1,178,256
64
Male
25,359
Divorced
4
PhD
Unemployed
18.735757
Rural
Comprehensive
null
17
null
6
2020-12-13 15:21:39.170099
Good
No
Monthly
Condo
944
1,178,257
53
Female
6,360
Divorced
1
PhD
null
23.903803
Rural
Basic
null
5
null
2
2022-04-11 15:21:39.102694
Poor
No
Monthly
House
2,731
1,178,258
50
Male
49,721
Divorced
0
Master's
Employed
null
Rural
Basic
1
2
774
5
2020-09-16 15:21:39.133866
Average
No
Monthly
Apartment
34
1,178,259
64
Male
29,862
Divorced
3
PhD
Self-Employed
13.965425
Urban
Premium
0
6
632
5
2020-04-05 15:21:39.250151
Poor
No
Weekly
Apartment
2,938
1,178,260
21
Female
24,791
Divorced
2
PhD
null
29.171635
Suburban
Premium
null
1
491
7
2023-10-21 15:21:39.129190
Poor
Yes
Daily
Condo
3,721
1,178,261
19
Female
24,169
Single
4
Master's
Employed
32.539422
Rural
Basic
null
4
674
8
2022-11-29 15:21:39.289099
Good
No
Rarely
Condo
828
1,178,262
50
Male
93,073
Divorced
1
Master's
Self-Employed
22.166417
Rural
Premium
1
17
317
3
2022-06-20 15:21:39.205850
Average
No
Weekly
Condo
1,264
1,178,263
null
Female
66,401
Single
4
Master's
Self-Employed
48.673094
Urban
Basic
0
13
320
4
2022-05-23 15:21:39.134960
Good
Yes
Rarely
House
1,029
1,178,264
46
Female
62,897
Married
null
Master's
null
24.835691
Rural
Premium
2
0
585
7
2024-01-17 15:21:39.180553
Poor
No
Monthly
Apartment
24
1,178,265
56
Male
44,119
Single
4
PhD
Employed
31.826395
Urban
Comprehensive
0
9
516
2
2021-09-07 15:21:39.155231
Good
No
Rarely
House
3,191
1,178,266
41
Male
2,353
Married
4
Bachelor's
Unemployed
21.611398
Rural
Basic
null
9
449
7
2024-01-26 15:21:39.166062
Average
Yes
Daily
House
862
1,178,267
45
Male
72,626
Divorced
0
Master's
null
27.022811
Urban
Premium
null
10
699
8
2022-01-06 15:21:39.120168
Poor
No
Daily
Apartment
120
1,178,268
61
Female
554
Married
0
High School
Unemployed
29.447814
Suburban
Comprehensive
null
7
383
6
2022-02-05 15:21:39.165120
Good
No
Weekly
House
3,290
1,178,269
51
Female
4,046
Single
2
High School
null
38.14117
Rural
Basic
1
4
392
3
2023-03-12 15:21:39.088124
Poor
Yes
Monthly
Apartment
781
1,178,270
49
Female
45,831
Single
4
Bachelor's
Unemployed
11.919244
Suburban
Comprehensive
0
19
383
4
2023-10-28 15:21:39.192212
null
No
Weekly
Apartment
1,773
1,178,271
64
Male
14,331
Single
null
Bachelor's
null
36.9138
Suburban
Comprehensive
0
12
403
8
2023-05-01 15:21:39.176717
Poor
No
Monthly
Condo
1,121
1,178,272
59
Male
52,878
Married
3
High School
Self-Employed
3.715602
Rural
Premium
0
12
447
3
2023-10-18 15:21:39.143708
Good
Yes
Monthly
Condo
2,794
1,178,273
40
Male
17,263
Single
0
PhD
null
49.146619
Suburban
Basic
3
15
365
5
2023-02-14 15:21:39.147735
Good
No
Daily
Condo
782
1,178,274
39
Female
39,723
Single
null
PhD
Employed
12.684417
Rural
Premium
null
4
563
3
2022-08-25 15:21:39.155231
Average
No
Monthly
House
1,434
1,178,275
64
Female
47,898
Divorced
4
High School
Employed
15.092848
Rural
Basic
2
17
776
4
2020-03-11 15:21:39.134960
Average
Yes
Weekly
Condo
2,036
1,178,276
55
Female
4,380
Single
2
PhD
Self-Employed
28.066267
Rural
Premium
2
11
572
6
2023-02-04 15:21:39.230483
Good
No
Monthly
House
1,251
1,178,277
56
Male
32,619
Single
1
Master's
Unemployed
42.419756
Urban
Premium
null
16
590
2
2020-05-19 15:21:39.100695
Average
No
Daily
Condo
30
1,178,278
56
Female
10,096
Single
1
High School
null
null
Urban
Basic
1
16
615
8
2023-03-14 15:21:39.172097
Poor
Yes
Rarely
Condo
933
1,178,279
21
Female
44,718
Single
3
PhD
Self-Employed
22.066236
Suburban
Basic
4
19
712
5
2021-05-04 15:21:39.155231
Good
No
Monthly
Condo
1,074
1,178,280
31
Male
73,592
null
0
Master's
null
19.874686
Urban
Basic
1
17
467
3
2022-01-02 15:21:39.148733
Good
No
Weekly
Apartment
517
1,178,281
38
Female
8,395
Divorced
4
PhD
Employed
52.627414
Urban
Comprehensive
0
11
801
6
2020-09-24 15:21:39.192212
Good
Yes
Daily
Condo
1,281
1,178,282
37
Male
92,452
Married
3
Master's
null
5.93531
Urban
Basic
1
0
447
8
2024-07-10 15:21:39.170099
Poor
No
Rarely
House
1,487
1,178,283
50
Male
44,632
Single
1
PhD
Employed
22.958216
Rural
Basic
2
19
715
2
2021-12-21 15:21:39.093681
Average
No
Daily
Condo
604
1,178,284
32
Male
12,056
Married
2
PhD
null
20.749259
Urban
Premium
null
9
491
9
2021-10-12 15:21:39.134960
Poor
Yes
Monthly
Condo
658
1,178,285
50
Male
17,730
Married
1
Master's
Employed
55.810049
Urban
Premium
1
11
787
4
2021-05-07 15:21:39.102694
Average
No
Daily
Condo
697
1,178,286
64
Female
30,963
Married
4
PhD
Unemployed
16.9444
Rural
Premium
1
16
363
9
2020-02-09 15:21:39.134960
Average
No
Monthly
Condo
643
1,178,287
18
Female
30,984
Married
3
Bachelor's
null
22.9343
Urban
Basic
1
18
705
5
2023-04-13 15:21:39.134960
Poor
No
Monthly
House
733
1,178,288
63
Female
14,983
Single
2
PhD
Unemployed
38.779735
Suburban
Basic
1
10
433
9
2023-08-16 15:21:39.155231
null
Yes
Weekly
Condo
1,401
1,178,289
34
Female
30,335
Single
3
Master's
null
null
Rural
Premium
2
16
551
6
2021-11-04 15:21:39.149731
Average
Yes
Monthly
Apartment
3,489
1,178,290
19
Female
null
Married
2
Bachelor's
Self-Employed
29.076276
Suburban
Comprehensive
null
5
423
9
2023-02-01 15:21:39.252145
Average
No
Daily
Condo
503
1,178,291
19
Female
16,069
Single
4
PhD
Employed
21.890205
Suburban
Comprehensive
null
16
590
3
2021-07-11 15:21:39.134960
Good
No
Monthly
Condo
861
1,178,292
19
Female
26,953
Single
2
Bachelor's
Employed
20.881699
Rural
Basic
1
3
757
9
2024-07-11 15:21:39.202448
Good
Yes
Rarely
House
873
1,178,293
20
Male
28,550
Married
3
Master's
Unemployed
21.981327
Suburban
Comprehensive
null
5
null
8
2021-06-14 15:21:39.237118
Poor
Yes
Daily
Apartment
3,835
1,178,294
56
Male
23,983
Married
4
PhD
Self-Employed
null
Rural
Comprehensive
0
5
683
4
2019-10-06 15:21:39.134960
Poor
No
Daily
Apartment
523
1,178,295
33
Male
64,895
Single
0
High School
null
null
Rural
Basic
0
18
583
7
2021-03-18 15:21:39.188220
null
No
Weekly
Apartment
1,409
1,178,296
59
Female
48,850
Divorced
3
High School
Employed
36.696682
Suburban
Comprehensive
1
15
398
9
2023-03-12 15:21:39.117183
null
Yes
Daily
Apartment
1,301
1,178,297
59
Female
36,287
Single
3
PhD
Employed
null
Urban
Basic
0
10
null
4
2022-08-04 15:21:39.231531
Poor
No
Rarely
House
921
1,178,298
26
Female
45,970
Divorced
4
High School
null
12.24192
Rural
Comprehensive
3
18
449
9
2021-09-28 15:21:39.218388
Poor
No
Weekly
House
432
1,178,299
23
Female
8,155
Single
1
High School
null
32.836797
Suburban
Premium
0
7
584
3
2023-12-31 15:21:39.113566
Poor
No
Daily
House
2,949