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
1,179,200
39
Female
50,254
Single
null
Master's
null
6.384008
Urban
Premium
1
7
701
3
2024-01-23 15:21:39.093681
Good
Yes
Weekly
Apartment
54
1,179,201
61
Male
16,961
Single
null
Master's
null
11.123
Urban
Basic
2
15
765
1
2022-05-12 15:21:39.271453
null
Yes
Weekly
Apartment
954
1,179,202
20
Female
67,393
Divorced
1
Bachelor's
Self-Employed
23.695699
Rural
Premium
2
17
401
4
2023-01-20 15:21:39.228521
Average
Yes
Daily
Apartment
3,490
1,179,203
39
Female
81,320
Single
3
Master's
Unemployed
17.834728
Rural
Comprehensive
2
13
563
4
2021-01-07 15:21:39.204790
null
Yes
Daily
Apartment
1,138
1,179,204
45
Female
1,844
Single
4
PhD
Unemployed
24.868183
Urban
Comprehensive
1
9
372
6
2022-02-19 15:21:39.206847
Poor
Yes
Daily
Condo
1,888
1,179,205
47
Male
4,818
Married
1
Master's
Employed
34.868103
Urban
Basic
0
19
569
1
2019-11-04 15:21:39.223901
Average
Yes
Daily
Condo
1,563
1,179,206
22
Male
9,073
Divorced
1
High School
Self-Employed
7.075869
Rural
Basic
0
4
643
8
2020-08-21 15:21:39.201446
Average
No
Daily
Apartment
3,171
1,179,207
59
Female
33,260
Single
1
Bachelor's
null
13.311323
Suburban
Premium
null
17
336
7
2021-05-24 15:21:39.107553
Poor
No
Daily
House
1,521
1,179,208
25
Female
26,825
Single
null
PhD
Self-Employed
15.681403
Rural
Basic
0
8
620
2
2024-02-12 15:21:39.134960
Poor
No
Daily
Condo
1,124
1,179,209
37
Male
4,834
Single
1
High School
null
18.738134
Urban
Premium
1
9
300
1
2021-10-06 15:21:39.092127
Good
No
Weekly
Apartment
282
1,179,210
23
Male
4,617
Single
4
Master's
Unemployed
27.682871
Urban
Comprehensive
2
14
null
9
2022-05-20 15:21:39.091080
Poor
No
Weekly
Apartment
3,279
1,179,211
40
Female
16,086
Divorced
4
Bachelor's
Employed
20.890181
Urban
Premium
0
12
781
2
2023-10-17 15:21:39.149731
Average
Yes
Daily
Condo
678
1,179,212
61
Female
4,531
Divorced
3
Master's
Employed
19.924129
Rural
Comprehensive
2
7
691
3
2021-02-04 15:21:39.155231
Average
No
Weekly
Apartment
34
1,179,213
44
Female
33,489
Single
3
Bachelor's
null
31.923407
Suburban
Comprehensive
2
3
467
9
2022-01-22 15:21:39.098696
Average
No
Weekly
Condo
664
1,179,214
38
Male
92,661
Divorced
3
Bachelor's
Self-Employed
29.743255
Urban
Premium
2
10
622
6
2024-05-07 15:21:39.223901
Good
Yes
Daily
Apartment
25
1,179,215
54
Male
58,748
Married
2
High School
Self-Employed
4.094623
Suburban
Premium
2
12
465
6
2022-05-27 15:21:39.155231
Poor
Yes
Daily
Apartment
403
1,179,216
63
Female
9,074
Married
1
Bachelor's
null
null
Urban
Premium
0
7
727
4
2021-07-27 15:21:39.285112
Good
No
Daily
Apartment
557
1,179,217
59
Male
8,906
Married
1
PhD
null
37.097176
Suburban
Premium
2
12
806
8
2021-05-12 15:21:39.115178
Good
No
Daily
Apartment
4,265
1,179,218
28
Male
null
Divorced
4
Bachelor's
Self-Employed
6.488468
Suburban
Premium
0
18
341
4
2021-06-11 15:21:39.223901
Average
Yes
Weekly
Condo
3,356
1,179,219
41
Female
1,581
Divorced
null
High School
null
22.578041
Suburban
Premium
0
9
323
5
2023-09-18 15:21:39.107553
Poor
No
Daily
House
531
1,179,220
25
Female
5,044
Single
1
PhD
Self-Employed
29.246574
Urban
Comprehensive
null
4
687
2
2022-05-26 15:21:39.144722
Good
No
Daily
Apartment
1,231
1,179,221
50
Male
23,293
Married
1
High School
Self-Employed
34.048461
Suburban
Basic
0
12
null
1
2021-10-31 15:21:39.085129
Good
No
Weekly
Condo
48
1,179,222
34
Female
15,456
Married
null
High School
null
24.883978
Suburban
Premium
0
2
382
7
2020-07-18 15:21:39.251142
Average
Yes
Monthly
Condo
439
1,179,223
33
Female
23,604
Single
0
Bachelor's
null
10.908951
Urban
Premium
0
12
772
4
2020-07-20 15:21:39.093681
Average
No
Monthly
Condo
1,090
1,179,224
52
Male
16,696
Divorced
4
Bachelor's
Unemployed
47.739223
Suburban
Basic
0
15
837
7
2019-11-12 15:21:39.204790
Average
Yes
Rarely
House
768
1,179,225
48
Female
26,894
Divorced
4
Master's
Employed
47.746648
Suburban
Comprehensive
null
14
677
9
2022-01-22 15:21:39.155231
Average
No
Weekly
Condo
686
1,179,226
61
Male
24,682
Single
0
Master's
Self-Employed
37.622885
Suburban
Premium
null
18
636
1
2020-02-04 15:21:39.182597
Poor
No
Monthly
Condo
1,264
1,179,227
59
Male
32,002
Married
0
High School
Unemployed
35.715693
Suburban
Comprehensive
0
10
621
6
2023-05-03 15:21:39.256696
Poor
Yes
Rarely
Apartment
1,326
1,179,228
33
Male
3,626
Married
3
High School
Unemployed
38.57895
Rural
Premium
0
12
328
4
2021-05-04 15:21:39.188220
Good
Yes
Monthly
Condo
923
1,179,229
40
Female
39,058
Single
0
Bachelor's
Self-Employed
22.079596
Suburban
Premium
0
8
null
8
2023-11-08 15:21:39.276901
Average
No
Weekly
House
1,257
1,179,230
51
Male
102,895
Married
3
Bachelor's
null
32.594993
Urban
Comprehensive
null
0
437
5
2024-03-17 15:21:39.167099
null
Yes
Rarely
House
1,366
1,179,231
32
Male
39,731
Married
0
Bachelor's
Self-Employed
30.654598
Rural
Premium
1
2
644
2
2024-06-20 15:21:39.126661
Average
Yes
Weekly
Condo
1,547
1,179,232
44
Male
null
Married
1
Bachelor's
Employed
17.008915
Suburban
Comprehensive
1
17
716
6
2024-04-15 15:21:39.206847
Poor
No
Monthly
House
165
1,179,233
42
Male
6,908
Married
3
Bachelor's
Employed
29.865709
Urban
Comprehensive
0
19
null
5
2020-05-06 15:21:39.134960
Good
Yes
Weekly
House
262
1,179,234
50
Female
35,118
Divorced
2
Master's
Self-Employed
13.826446
Rural
Premium
null
6
651
9
2024-07-15 15:21:39.246098
Poor
No
Monthly
Condo
774
1,179,235
56
Female
88,610
Single
null
Bachelor's
Employed
null
Urban
Comprehensive
0
14
349
6
2019-10-10 15:21:39.267454
null
No
Daily
House
752
1,179,236
29
Male
3,901
Single
2
Master's
null
9.013098
Urban
Basic
null
3
786
3
2021-09-28 15:21:39.155231
null
Yes
Daily
Condo
651
1,179,237
43
Male
16,101
Married
4
High School
Self-Employed
19.077008
Rural
Comprehensive
0
13
706
9
2022-04-18 15:21:39.192212
Good
Yes
Rarely
House
1,611
1,179,238
50
Male
1,272
Divorced
0
PhD
null
31.974609
Rural
Basic
null
7
815
9
2021-05-04 15:21:39.155231
Average
Yes
Monthly
Condo
123
1,179,239
44
Male
104,054
Single
1
High School
null
34.913227
Urban
Premium
0
6
759
5
2022-09-04 15:21:39.228521
Good
Yes
Daily
Condo
100
1,179,240
30
Male
6,920
null
null
High School
null
12.646826
Urban
Basic
0
7
604
2
2024-06-04 15:21:39.267454
Good
No
Daily
Apartment
146
1,179,241
38
Female
121,145
Single
3
PhD
Self-Employed
10.681014
Rural
Basic
null
3
707
2
2020-06-07 15:21:39.207847
Poor
No
Daily
Condo
145
1,179,242
56
Male
38,229
Married
0
Bachelor's
Self-Employed
49.714527
Urban
Basic
null
11
841
5
2020-10-08 15:21:39.155231
Poor
No
Weekly
Apartment
709
1,179,243
54
Female
6,955
Divorced
3
High School
Self-Employed
29.724072
Suburban
Comprehensive
null
9
513
9
2021-06-16 15:21:39.225916
Average
Yes
Monthly
Condo
174
1,179,244
60
Female
38,393
Married
null
PhD
Employed
17.764886
Urban
Comprehensive
null
15
null
5
2021-12-15 15:21:39.134960
Good
Yes
Weekly
House
1,107
1,179,245
50
Male
12,713
Single
null
PhD
Employed
6.593019
Urban
Comprehensive
0
15
660
6
2024-05-26 15:21:39.155231
Poor
Yes
Daily
Apartment
706
1,179,246
32
Female
25,303
Married
2
Bachelor's
Employed
null
Rural
Comprehensive
0
5
517
1
2020-07-29 15:21:39.248098
Good
Yes
Monthly
Apartment
815
1,179,247
52
Female
9,810
Married
2
PhD
Self-Employed
16.726958
Rural
Premium
null
1
607
8
2021-06-28 15:21:39.121169
Average
No
Monthly
Apartment
267
1,179,248
33
Male
3,029
Married
0
High School
Employed
33.581567
Suburban
Basic
2
7
533
8
2021-02-04 15:21:39.155231
Poor
No
Daily
House
567
1,179,249
57
Female
1,498
Single
4
PhD
Self-Employed
null
Suburban
Basic
1
17
null
3
2019-09-10 15:21:39.264504
Poor
Yes
Weekly
House
542
1,179,250
37
Female
27,862
Married
0
PhD
Employed
9.394873
Suburban
Comprehensive
0
9
667
9
2020-01-22 15:21:39.194829
Average
No
Monthly
Apartment
1,253
1,179,251
58
Male
null
Single
3
High School
Employed
51.913589
Urban
Basic
null
8
635
2
2021-01-28 15:21:39.095696
Average
No
Weekly
Condo
761
1,179,252
33
Female
23,188
Married
1
PhD
null
null
Rural
Basic
null
3
679
4
2022-11-30 15:21:39.194829
Average
No
Rarely
Condo
1,065
1,179,253
62
Female
56,682
Married
1
PhD
Unemployed
12.451263
Suburban
Comprehensive
1
16
696
8
2020-02-17 15:21:39.192212
Good
Yes
Daily
Apartment
45
1,179,254
52
Female
3,418
Single
null
Master's
Self-Employed
16.847321
Urban
Comprehensive
2
16
711
7
2020-12-23 15:21:39.113566
Poor
Yes
Monthly
Apartment
1,629
1,179,255
19
Female
132,987
Single
0
Bachelor's
Unemployed
15.939654
Suburban
Premium
0
8
585
2
2024-02-09 15:21:39.219432
Good
Yes
Weekly
Apartment
397
1,179,256
40
Female
12,733
Single
0
Bachelor's
Unemployed
5.027871
Urban
Comprehensive
1
12
null
9
2019-12-19 15:21:39.223390
Average
Yes
Daily
House
438
1,179,257
52
Male
1,266
Married
0
PhD
Unemployed
null
Rural
Comprehensive
1
1
789
1
2020-02-25 15:21:39.267454
Average
Yes
Weekly
House
1,048
1,179,258
64
Female
148,060
Single
null
Bachelor's
null
12.509919
Rural
Premium
1
10
null
9
2023-07-16 15:21:39.286113
null
Yes
Weekly
Condo
161
1,179,259
61
Male
109,993
Single
2
High School
Employed
20.914493
Rural
Premium
null
4
365
3
2021-06-01 15:21:39.282785
Poor
Yes
Daily
Condo
3,743
1,179,260
30
Male
11,954
Married
1
PhD
Employed
26.878999
Urban
Comprehensive
0
19
null
6
2023-08-06 15:21:39.134960
Good
No
Daily
Apartment
2,768
1,179,261
54
Male
24
Single
1
Bachelor's
Employed
28.038361
Urban
Basic
1
13
757
7
2022-11-20 15:21:39.155231
Good
No
Weekly
House
1,342
1,179,262
61
Male
100,858
Married
3
High School
null
24.2407
Rural
Comprehensive
2
0
585
1
2024-07-07 15:21:39.222387
Poor
No
Monthly
Condo
24
1,179,263
19
Female
67,904
Married
3
High School
Self-Employed
14.09511
Suburban
Comprehensive
0
5
null
3
2019-09-14 15:21:39.097737
Good
Yes
Monthly
House
39
1,179,264
50
Male
27,116
Single
1
High School
Unemployed
9.446315
Urban
Premium
null
16
391
3
2024-05-19 15:21:39.155231
Good
No
Daily
House
1,035
1,179,265
33
Female
18,297
Married
1
Bachelor's
Unemployed
14.87881
Urban
Comprehensive
2
18
null
9
2023-07-13 15:21:39.209847
Poor
Yes
Rarely
House
467
1,179,266
36
Male
56,657
Single
1
PhD
null
29.567854
Rural
Comprehensive
2
2
409
4
2020-01-19 15:21:39.271453
Good
No
Daily
Condo
268
1,179,267
54
Female
76,786
Single
2
High School
Employed
41.944894
Urban
Comprehensive
0
13
451
2
2022-09-01 15:21:39.155231
Average
No
Daily
House
3,312
1,179,268
51
Male
120,711
Married
0
Bachelor's
Employed
21.350027
Urban
Premium
1
4
638
5
2023-09-22 15:21:39.098696
null
Yes
Daily
House
111
1,179,269
24
Male
56,410
Married
null
Bachelor's
null
29.13466
Rural
Premium
null
4
703
5
2020-09-07 15:21:39.079128
null
Yes
Daily
House
2,580
1,179,270
56
Female
38,305
Divorced
0
Bachelor's
null
17.886953
Suburban
Basic
null
12
729
8
2023-01-07 15:21:39.287115
Average
No
Rarely
House
1,839
1,179,271
33
Female
29,102
null
3
Master's
Employed
32.547129
Urban
Comprehensive
1
18
509
3
2023-08-24 15:21:39.123711
Good
Yes
Daily
House
785
1,179,272
24
Male
24,299
Single
4
Bachelor's
Self-Employed
21.816105
Rural
Premium
0
12
541
4
2020-12-12 15:21:39.145732
Poor
No
Monthly
Condo
1,546
1,179,273
55
Male
29,862
Divorced
null
PhD
Self-Employed
27.396341
Rural
Basic
1
14
328
5
2019-10-13 15:21:39.237118
Average
No
Daily
House
923
1,179,274
28
Female
23,210
Single
2
PhD
null
27.696585
Rural
Basic
null
5
704
4
2022-02-28 15:21:39.155231
Good
No
Daily
House
2,825
1,179,275
48
Female
25,404
Divorced
3
PhD
Unemployed
31.339711
Urban
Basic
2
0
817
6
2023-06-07 15:21:39.155231
Good
No
Daily
Apartment
843
1,179,276
33
Female
29,862
Divorced
3
PhD
Employed
22.819295
Rural
Comprehensive
0
11
838
6
2024-08-11 15:21:39.192212
Average
No
Rarely
Apartment
515
1,179,277
53
Female
4,094
Single
3
Bachelor's
Employed
11.084285
Rural
Premium
1
16
552
6
2021-06-14 15:21:39.278402
Average
No
Rarely
Condo
2,545
1,179,278
41
Male
39,467
Married
null
PhD
null
26.693523
Rural
Basic
2
19
713
9
2022-01-12 15:21:39.223390
Average
Yes
Rarely
House
795
1,179,279
50
Female
60,554
Single
4
PhD
null
32.944762
Suburban
Premium
1
4
351
6
2022-04-27 15:21:39.152732
Poor
Yes
Monthly
House
879
1,179,280
51
Female
48,567
Single
0
Master's
Unemployed
32.881188
Rural
Premium
null
14
328
8
2022-09-02 15:21:39.283783
Average
No
Monthly
Condo
634
1,179,281
25
Female
45,009
Single
2
High School
Employed
8.879673
Rural
Basic
1
18
668
9
2021-05-26 15:21:39.155231
Poor
Yes
Weekly
Condo
451
1,179,282
20
Male
15,881
Divorced
2
Bachelor's
null
28.738932
Urban
Comprehensive
1
18
787
6
2023-09-16 15:21:39.155231
Average
Yes
Monthly
House
2,849
1,179,283
30
Female
22,101
Married
4
Bachelor's
Employed
34.093055
Suburban
Premium
2
16
null
1
2021-12-01 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,976
1,179,284
43
Female
41,799
Married
4
Master's
null
32.653768
Urban
Basic
2
15
709
9
2021-08-16 15:21:39.254678
Poor
Yes
Rarely
Apartment
957
1,179,285
30
Male
27,983
Divorced
4
Bachelor's
Employed
23.738271
Suburban
Comprehensive
null
3
442
9
2020-08-12 15:21:39.237118
Poor
No
Daily
Condo
1,434
1,179,286
46
Male
22,327
Divorced
2
Master's
Unemployed
23.29286
Urban
Premium
0
11
836
6
2022-02-03 15:21:39.155231
Poor
Yes
Daily
Condo
110
1,179,287
50
Female
23,981
Single
3
High School
Self-Employed
26.294939
Suburban
Comprehensive
0
13
485
6
2021-11-23 15:21:39.252145
Good
No
Monthly
House
906
1,179,288
39
Male
17,663
Married
4
Master's
null
28.483967
Rural
Premium
null
3
486
3
2020-12-20 15:21:39.237118
null
Yes
Weekly
Condo
1,358
1,179,289
45
Male
27,199
Married
3
Bachelor's
Unemployed
47.310719
Suburban
Premium
0
17
648
6
2022-06-28 15:21:39.134960
Poor
No
Rarely
Apartment
857
1,179,290
30
Female
27,020
Single
4
High School
Unemployed
28.09088
Urban
Premium
0
1
445
9
2021-09-07 15:21:39.172097
Good
Yes
Weekly
Condo
1,943
1,179,291
62
Female
5,962
Single
3
PhD
Self-Employed
29.977742
Urban
Comprehensive
0
3
801
6
2023-09-02 15:21:39.134960
Poor
No
Weekly
Apartment
596
1,179,292
27
Male
18,194
Single
1
High School
Unemployed
11.904268
Rural
Premium
2
8
657
4
2021-06-17 15:21:39.246098
Poor
No
Weekly
House
1,071
1,179,293
24
Male
539
Divorced
3
Bachelor's
null
20.095233
Suburban
Comprehensive
null
8
488
2
2021-06-25 15:21:39.255696
Poor
No
Monthly
Apartment
241
1,179,294
27
Male
null
Single
4
Bachelor's
Self-Employed
47.715315
Suburban
Comprehensive
0
17
null
1
2023-03-09 15:21:39.228521
Poor
Yes
Weekly
House
248
1,179,295
28
Female
7,053
Married
2
Bachelor's
Employed
35.895007
Suburban
Comprehensive
null
16
681
5
2022-03-02 15:21:39.155231
Average
Yes
Rarely
Apartment
25
1,179,296
25
Male
14,607
Single
0
PhD
null
8.938149
Rural
Basic
3
10
537
2
2021-08-20 15:21:39.200452
Poor
Yes
Weekly
House
238
1,179,297
40
Male
3,386
Divorced
2
PhD
Unemployed
29.177712
Urban
Basic
2
12
566
7
2020-08-10 15:21:39.102694
Poor
Yes
Weekly
Apartment
739
1,179,298
27
Male
20,881
Single
4
Bachelor's
Self-Employed
36.32273
Rural
Premium
1
2
634
5
2023-02-02 15:21:39.167099
Good
No
Rarely
Condo
3,811
1,179,299
32
Female
75,512
Divorced
2
High School
null
30.454048
Suburban
Premium
null
13
817
1
2020-09-01 15:21:39.273454
Average
Yes
Daily
House
247