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
41,200
33
Female
5,916
Divorced
3
PhD
Unemployed
36.240189
Urban
Premium
null
19
466
3
2021-03-05 15:21:39.219432
Average
Yes
Daily
House
1,887
41,201
38
Male
4,846
Married
2
Bachelor's
null
13.769207
Suburban
Premium
0
14
null
7
2021-06-14 15:21:39.085129
Good
Yes
Rarely
House
20
41,202
49
Male
73,578
Single
3
Master's
Employed
19.59189
Suburban
Premium
null
5
454
9
2019-12-02 15:21:39.244069
Good
Yes
Weekly
House
1,119
41,203
43
Male
15,983
Married
1
Bachelor's
Self-Employed
31.832249
Suburban
Premium
null
9
672
8
2024-01-23 15:21:39.107553
Good
Yes
Rarely
Apartment
2,678
41,204
null
Male
2,690
Single
null
Bachelor's
Unemployed
17.012892
Suburban
Comprehensive
1
19
493
7
2021-03-11 15:21:39.164044
null
Yes
Weekly
Condo
1,086
41,205
37
Female
14,983
Divorced
0
Master's
Employed
49.945655
Suburban
Comprehensive
null
12
596
1
2020-01-10 15:21:39.206847
Average
No
Rarely
Condo
709
41,206
61
Female
89,956
Divorced
2
PhD
null
31.049681
Suburban
Premium
null
7
447
9
2020-10-02 15:21:39.100695
Poor
No
Rarely
House
2,248
41,207
35
Male
46,230
Divorced
null
Master's
Employed
28.356346
Urban
Premium
null
8
661
5
2020-11-29 15:21:39.097737
Average
No
Monthly
Condo
686
41,208
41
Female
9,892
Single
2
Master's
Employed
39.50409
Suburban
Basic
1
11
null
9
2022-04-13 15:21:39.100695
Poor
No
Rarely
Condo
1,481
41,209
54
Male
24,706
Divorced
4
Bachelor's
Unemployed
23.822286
Suburban
Comprehensive
0
16
524
7
2021-07-17 15:21:39.149731
Good
Yes
Daily
Apartment
637
41,210
29
Male
4,415
Married
3
Master's
Self-Employed
33.092366
Rural
Premium
1
13
741
2
2022-03-25 15:21:39.168099
Average
No
Weekly
Apartment
2,137
41,211
18
Male
43,885
Married
null
High School
Self-Employed
35.834505
Urban
Comprehensive
3
16
538
3
2023-01-21 15:21:39.205850
Average
Yes
Rarely
Apartment
553
41,212
36
Male
20,699
Single
4
PhD
Self-Employed
23.939044
Suburban
Premium
1
16
null
5
2019-09-28 15:21:39.084065
Poor
No
Daily
Apartment
1,076
41,213
28
Male
35,919
Married
null
Master's
Unemployed
8.892169
Suburban
Basic
1
13
null
8
2022-12-02 15:21:39.096739
Good
Yes
Monthly
House
581
41,214
37
Male
105,780
Divorced
0
PhD
null
52.811378
Rural
Premium
2
2
657
4
2024-05-19 15:21:39.092127
Average
Yes
Rarely
Condo
1,209
41,215
40
Male
29,708
Single
4
Master's
Self-Employed
17.075967
Urban
Premium
0
11
null
5
2022-02-11 15:21:39.192212
Good
Yes
Rarely
Condo
615
41,216
61
Female
15,311
Married
2
High School
Self-Employed
11.935658
Suburban
Premium
null
12
758
1
2021-11-04 15:21:39.126661
Average
Yes
Daily
Condo
991
41,217
45
Female
45,081
Single
2
Master's
Self-Employed
34.268639
Urban
Basic
0
0
786
7
2023-07-27 15:21:39.155231
Good
Yes
Monthly
House
754
41,218
24
Female
15,792
Single
3
High School
Employed
14.723275
Rural
Basic
null
16
828
8
2020-06-28 15:21:39.186212
Average
No
Rarely
House
1,285
41,219
59
Female
2,490
Married
3
Bachelor's
Employed
12.633643
Rural
Basic
2
11
538
1
2021-10-31 15:21:39.289099
Poor
No
Daily
Apartment
1,358
41,220
20
Male
5,570
Single
0
PhD
Unemployed
35.764379
Suburban
Comprehensive
null
10
824
8
2020-05-08 15:21:39.247098
Good
Yes
Daily
Condo
764
41,221
36
Female
4,531
Married
0
Bachelor's
Unemployed
6.241459
Rural
Premium
2
9
581
5
2019-10-01 15:21:39.190215
Average
Yes
Rarely
Condo
607
41,222
61
Male
32,631
Divorced
0
High School
Employed
12.98658
Urban
Premium
1
18
658
6
2021-01-30 15:21:39.170099
Good
No
Rarely
Condo
411
41,223
49
Male
20,290
Divorced
2
PhD
Self-Employed
16.946603
Urban
Basic
0
11
473
1
2024-04-15 15:21:39.150730
Average
Yes
Weekly
Condo
484
41,224
42
Female
18,361
Married
2
PhD
Self-Employed
22.038201
Urban
Premium
0
10
665
4
2023-11-14 15:21:39.176717
Poor
No
Weekly
House
1,649
41,225
33
Male
20,659
Married
0
Master's
Unemployed
34.73712
Urban
Premium
0
17
null
4
2020-10-12 15:21:39.130190
Good
No
Rarely
Condo
2,175
41,226
59
Female
2,058
Single
4
Bachelor's
Unemployed
35.892705
Suburban
Basic
null
15
438
2
2023-04-11 15:21:39.186212
Good
No
Rarely
Condo
2,353
41,227
26
Female
26,396
Married
2
PhD
null
9.848008
Urban
Basic
null
19
626
4
2020-02-14 15:21:39.283783
Average
No
Monthly
House
890
41,228
49
Female
null
Single
2
Master's
Self-Employed
34.487021
Urban
Basic
1
8
302
4
2021-07-22 15:21:39.155231
null
No
Daily
Apartment
515
41,229
18
Female
11,996
Divorced
4
Bachelor's
null
43.384958
Suburban
Basic
null
17
607
2
2021-08-04 15:21:39.237118
Good
No
Rarely
Condo
1,632
41,230
50
Male
23,250
Married
2
PhD
Self-Employed
26.720082
Urban
Comprehensive
null
15
460
9
2023-11-04 15:21:39.222387
Average
No
Rarely
House
1,242
41,231
37
Female
114,518
Divorced
3
Master's
Self-Employed
null
Rural
Comprehensive
1
17
415
6
2023-01-28 15:21:39.290098
Poor
No
Monthly
House
1,517
41,232
54
Male
3,828
Married
2
High School
Employed
24.187534
Rural
Premium
2
13
779
6
2022-07-27 15:21:39.096739
Average
Yes
Daily
Apartment
861
41,233
34
Male
8,791
Divorced
4
High School
Self-Employed
13.457742
Suburban
Comprehensive
0
10
565
6
2020-01-01 15:21:39.272456
Poor
Yes
Weekly
Apartment
1,734
41,234
53
Male
15,983
Married
null
Bachelor's
Unemployed
10.926241
Suburban
Basic
0
18
null
5
2024-04-18 15:21:39.134960
Poor
Yes
Rarely
House
818
41,235
23
Male
27,862
Single
3
Master's
Employed
30.654728
Suburban
Basic
1
4
642
3
2023-11-07 15:21:39.080440
Good
No
Daily
Condo
1,737
41,236
50
Female
128,550
Single
4
Master's
Unemployed
23.95571
Urban
Basic
1
9
573
2
2023-04-14 15:21:39.246098
Poor
No
Rarely
Apartment
254
41,237
51
Male
3,477
Single
4
High School
Self-Employed
null
Rural
Comprehensive
1
10
null
2
2022-10-13 15:21:39.253660
null
Yes
Daily
Condo
2,141
41,238
63
Female
4,087
Single
4
Master's
Unemployed
13.052221
Suburban
Comprehensive
2
5
484
9
2019-10-09 15:21:39.171102
Average
Yes
Daily
House
2,972
41,239
27
Male
25,893
Single
null
PhD
Unemployed
30.055966
Rural
Premium
2
9
null
5
2021-02-08 15:21:39.259788
Average
No
Daily
Apartment
1,231
41,240
61
Female
60,749
Married
0
Bachelor's
Self-Employed
16.777621
Rural
Basic
null
13
425
6
2021-09-10 15:21:39.202448
Poor
Yes
Weekly
Apartment
30
41,241
37
Female
44,996
Divorced
4
PhD
null
18.878537
Rural
Comprehensive
null
8
305
1
2020-09-09 15:21:39.272456
Good
No
Monthly
House
784
41,242
25
Male
62,237
Married
1
PhD
Unemployed
51.181551
Urban
Basic
2
14
567
8
2022-04-18 15:21:39.155231
Poor
No
Daily
Apartment
1,809
41,243
33
Female
12,791
Married
3
Bachelor's
null
32.639234
Suburban
Comprehensive
0
2
null
6
2019-11-09 15:21:39.084065
Average
Yes
Rarely
House
1,338
41,244
35
Female
28,985
Divorced
3
Bachelor's
Self-Employed
14.051518
Urban
Basic
0
14
711
2
2020-03-19 15:21:39.185215
Poor
No
Weekly
House
442
41,245
37
Male
4,064
Single
0
Bachelor's
Self-Employed
14.895351
Urban
Premium
0
10
400
5
2023-09-09 15:21:39.260856
Average
No
Daily
Apartment
537
41,246
35
Female
20,894
Married
1
Master's
null
12.390572
Rural
Premium
0
5
729
9
2019-08-31 15:21:39.213373
Good
Yes
Daily
House
832
41,247
44
Female
24,894
Single
3
High School
Self-Employed
26.049799
Urban
Comprehensive
null
2
518
9
2020-02-02 15:21:39.082499
Poor
No
Monthly
House
30
41,248
39
Female
711
Single
1
PhD
Employed
42.844452
Urban
Premium
0
16
660
9
2024-05-16 15:21:39.164044
Average
Yes
Monthly
House
202
41,249
31
Female
52,972
Married
0
High School
Unemployed
24.816704
Rural
Premium
null
16
646
4
2021-10-19 15:21:39.134960
Poor
No
Daily
House
127
41,250
null
Male
11,970
Married
0
Bachelor's
null
48.735927
Suburban
Premium
3
17
466
7
2024-04-11 15:21:39.253660
Poor
Yes
Daily
Condo
1,353
41,251
33
Male
7,079
Single
4
PhD
null
40.030731
Rural
Comprehensive
1
18
682
3
2023-06-19 15:21:39.092127
Poor
No
Rarely
House
991
41,252
47
Female
29,483
Married
1
Bachelor's
Employed
null
Urban
Basic
0
2
null
3
2022-08-07 15:21:39.134960
Average
No
Monthly
Condo
736
41,253
51
Female
3,246
Married
1
PhD
null
26.284496
Suburban
Basic
0
10
null
7
2022-05-24 15:21:39.134960
Good
Yes
Monthly
Condo
45
41,254
26
Female
50,991
Divorced
1
Master's
Employed
20.058761
Suburban
Basic
0
17
507
4
2022-10-04 15:21:39.094752
Poor
Yes
Weekly
Apartment
2,059
41,255
64
Male
17,095
Married
4
High School
Unemployed
25.814098
Urban
Comprehensive
1
7
846
6
2021-07-02 15:21:39.244069
Poor
No
Monthly
House
815
41,256
26
Male
28,293
Divorced
0
Master's
null
36.381712
Suburban
Comprehensive
1
12
526
8
2019-09-04 15:21:39.126661
Poor
Yes
Monthly
House
1,035
41,257
51
Male
24,249
Married
3
Bachelor's
Employed
24.813303
Suburban
Comprehensive
null
18
728
2
2022-08-02 15:21:39.237118
Average
Yes
Monthly
Apartment
583
41,258
64
Male
18,114
Married
4
PhD
null
39.751876
Suburban
Premium
3
17
null
1
2020-05-09 15:21:39.279729
Poor
Yes
Daily
House
2,211
41,259
27
Male
46,934
Married
null
High School
null
51.790779
Urban
Basic
0
8
681
2
2023-08-03 15:21:39.155231
Good
No
Weekly
Apartment
954
41,260
41
Female
21,573
Divorced
4
PhD
null
34.26221
Suburban
Basic
0
6
573
6
2023-12-10 15:21:39.211806
Poor
Yes
Monthly
Apartment
1,678
41,261
39
Female
23,767
Divorced
null
PhD
Unemployed
6.291911
Urban
Premium
0
15
735
2
2021-12-19 15:21:39.146733
Good
No
Daily
Apartment
2,046
41,262
60
Male
43,901
Married
4
Bachelor's
Unemployed
24.281712
Rural
Premium
null
9
776
3
2022-07-13 15:21:39.118178
null
No
Daily
House
1,040
41,263
20
Male
90,614
Divorced
4
PhD
null
5.908381
Urban
Basic
0
6
null
2
2022-11-16 15:21:39.191219
Average
No
Daily
House
110
41,264
41
Male
71,167
Divorced
2
Master's
Employed
22.769223
Urban
Comprehensive
0
16
null
7
2021-08-15 15:21:39.177724
Poor
No
Rarely
House
193
41,265
47
Female
44,212
null
4
High School
Self-Employed
22.449844
Rural
Comprehensive
null
9
693
2
2023-06-29 15:21:39.252145
null
No
Weekly
Apartment
2,749
41,266
26
Male
110,645
Single
3
Master's
Unemployed
18.534199
Suburban
Premium
null
6
382
3
2022-08-17 15:21:39.191219
Average
No
Monthly
Apartment
115
41,267
47
Female
31,006
Single
3
High School
Employed
7.935924
Rural
Premium
2
14
481
2
2022-06-17 15:21:39.145732
Poor
Yes
Monthly
House
2,274
41,268
22
Female
5,071
Divorced
4
Bachelor's
null
35.644808
Urban
Comprehensive
2
19
366
3
2022-08-23 15:21:39.237118
Poor
No
Monthly
House
1,224
41,269
35
Male
1,074
Divorced
1
Bachelor's
Self-Employed
12.812134
Urban
Basic
null
16
473
9
2024-07-24 15:21:39.121169
Good
Yes
Daily
House
846
41,270
50
Male
18,561
Single
3
Bachelor's
Employed
13.964171
Rural
Comprehensive
3
18
469
4
2021-12-13 15:21:39.155231
Poor
No
Rarely
House
894
41,271
46
Female
34,493
Married
3
Bachelor's
Employed
28.976117
Urban
Basic
1
18
711
4
2021-10-16 15:21:39.283783
Average
Yes
Rarely
House
844
41,272
57
Male
128,944
Married
2
PhD
Unemployed
37.039387
Rural
Basic
0
2
319
8
2021-03-24 15:21:39.125660
Average
Yes
Monthly
House
946
41,273
19
Male
35,240
Single
0
Bachelor's
Employed
34.097384
Urban
Basic
1
19
482
6
2024-04-12 15:21:39.129190
Average
No
Monthly
Condo
855
41,274
45
Male
27,480
Single
2
PhD
Employed
16.539387
Rural
Comprehensive
1
7
562
1
2021-04-25 15:21:39.147735
Good
Yes
Weekly
Apartment
729
41,275
25
Female
4,838
Married
4
Bachelor's
Unemployed
24.355527
Urban
Premium
1
5
null
2
2019-09-01 15:21:39.273973
Good
No
Weekly
Condo
483
41,276
28
Male
18,063
Single
0
High School
null
4.867306
Urban
Basic
1
14
635
8
2024-03-02 15:21:39.192212
Average
Yes
Monthly
House
692
41,277
41
Male
14,078
Single
0
Master's
Self-Employed
19.893242
Rural
Basic
2
14
513
6
2021-08-07 15:21:39.134960
Poor
Yes
Monthly
Condo
1,744
41,278
56
Female
43,901
Single
2
Bachelor's
Unemployed
14.49788
Urban
Comprehensive
1
19
562
7
2021-06-24 15:21:39.197445
Poor
Yes
Daily
Condo
1,167
41,279
57
Female
46,344
Divorced
0
Master's
Unemployed
null
Rural
Basic
null
6
669
2
2020-12-24 15:21:39.125660
Average
No
Monthly
House
932
41,280
32
Female
null
Married
4
Master's
Unemployed
19.581541
Urban
Comprehensive
1
9
373
7
2019-11-23 15:21:39.230483
Average
No
Weekly
Apartment
509
41,281
55
Male
3,640
Single
1
PhD
Employed
null
Rural
Premium
null
16
667
6
2020-12-04 15:21:39.155231
Good
No
Weekly
House
565
41,282
56
Male
1,428
Married
0
PhD
Employed
52.72645
Urban
Basic
null
17
null
5
2022-02-12 15:21:39.188220
Good
No
Rarely
Condo
821
41,283
55
Male
11,525
Single
3
Bachelor's
Unemployed
51.929998
Rural
Premium
1
9
661
8
2019-12-03 15:21:39.166062
Good
Yes
Rarely
Apartment
988
41,284
45
Female
17,894
Married
1
Bachelor's
Unemployed
33.248971
Urban
Basic
0
6
null
1
2021-10-30 15:21:39.132191
Average
Yes
Daily
House
4,828
41,285
24
Male
3,262
Divorced
0
Master's
Self-Employed
31.964197
Urban
Basic
0
2
478
3
2020-09-17 15:21:39.274993
Good
Yes
Weekly
Apartment
4,263
41,286
55
Female
29,058
Single
null
Bachelor's
Unemployed
38.004312
Suburban
Basic
0
5
486
7
2020-10-06 15:21:39.130190
Average
No
Monthly
House
990
41,287
21
Male
1,424
Single
3
Bachelor's
Self-Employed
24.564383
Suburban
Comprehensive
2
17
694
1
2021-09-21 15:21:39.194829
Poor
No
Rarely
Condo
792
41,288
28
Female
3,098
Married
4
Master's
Self-Employed
11.638464
Rural
Basic
0
18
623
8
2023-03-03 15:21:39.118178
Average
Yes
Weekly
Condo
2,372
41,289
36
Male
74,272
Divorced
1
High School
Unemployed
44.816036
Rural
Basic
null
11
472
8
2023-02-14 15:21:39.191219
Poor
No
Daily
Apartment
111
41,290
34
Male
8,894
Married
2
Master's
null
41.781823
Suburban
Basic
2
15
603
7
2021-09-24 15:21:39.289099
Good
No
Rarely
Condo
785
41,291
52
Female
16,285
Single
3
Bachelor's
Self-Employed
35.14139
Urban
Basic
2
7
809
3
2024-03-31 15:21:39.080440
Poor
No
Rarely
Condo
2,079
41,292
60
Female
75,561
Married
3
PhD
null
28.829377
Suburban
Basic
null
0
480
9
2020-07-25 15:21:39.175719
Good
Yes
Weekly
Condo
1,917
41,293
29
Male
3,198
Divorced
0
Master's
Unemployed
12.693611
Urban
Basic
2
9
552
6
2022-10-23 15:21:39.087123
Poor
Yes
Monthly
House
1,448
41,294
59
Female
47,322
Divorced
2
Master's
Employed
7.878733
Suburban
Basic
2
3
605
6
2019-10-28 15:21:39.081504
Good
Yes
Weekly
Apartment
112
41,295
55
Male
null
Divorced
2
Master's
Unemployed
30.899811
Rural
Comprehensive
0
17
626
8
2023-12-26 15:21:39.092127
Average
Yes
Rarely
House
257
41,296
63
Female
144,938
Single
1
High School
Unemployed
29.071489
Urban
Premium
2
2
670
2
2022-07-14 15:21:39.206847
null
No
Monthly
Apartment
4,097
41,297
57
Female
35
Divorced
2
Bachelor's
Employed
43.710063
Suburban
Basic
null
9
398
3
2023-01-06 15:21:39.216387
Average
Yes
Rarely
Condo
469
41,298
52
Male
17,053
Married
4
High School
null
36.68647
Suburban
Premium
null
0
null
3
2024-06-07 15:21:39.134960
Average
Yes
Rarely
Condo
554
41,299
42
Male
28,474
Married
2
PhD
null
38.072606
Urban
Premium
null
18
622
2
2021-09-18 15:21:39.176717
Average
Yes
Weekly
Condo
583