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
22,200
26
Female
44,365
Single
2
Bachelor's
null
19.094924
Urban
Premium
null
15
494
7
2023-07-23 15:21:39.155231
Poor
Yes
Daily
Apartment
2,095
22,201
44
Female
39,694
Married
0
PhD
Employed
46.681335
Suburban
Basic
0
7
519
3
2021-03-28 15:21:39.133866
Good
No
Rarely
Apartment
882
22,202
39
Female
30,452
Single
3
PhD
null
8.872651
Urban
Premium
1
14
null
8
2020-07-19 15:21:39.172097
null
No
Weekly
Apartment
393
22,203
46
Male
1,139
Married
0
PhD
Employed
51.82667
Rural
Premium
1
18
783
7
2024-01-20 15:21:39.145732
Poor
Yes
Daily
Condo
613
22,204
55
Female
67,787
Married
3
PhD
Self-Employed
32.598828
Urban
Basic
1
9
370
8
2020-03-07 15:21:39.132191
Good
Yes
Rarely
Condo
584
22,205
59
Female
6,945
Divorced
1
PhD
null
14.530712
Suburban
Comprehensive
null
8
771
6
2020-01-26 15:21:39.244069
Good
Yes
Rarely
Condo
1,063
22,206
32
Female
3,198
Divorced
3
High School
Employed
42.143661
Rural
Comprehensive
null
5
510
7
2020-12-12 15:21:39.274993
Poor
Yes
Daily
House
38
22,207
39
Female
53,564
null
1
Master's
Unemployed
26.749658
Rural
Comprehensive
0
0
749
5
2023-12-11 15:21:39.134960
Poor
Yes
Rarely
Apartment
49
22,208
52
Male
43,976
Married
1
High School
null
22.065401
Suburban
Basic
null
15
459
7
2021-12-20 15:21:39.288099
Good
No
Monthly
House
1,746
22,209
28
Male
39,425
Single
0
Bachelor's
Self-Employed
51.924643
Rural
Premium
null
17
516
6
2020-10-16 15:21:39.232526
Average
No
Rarely
House
2,639
22,210
22
Female
5,816
Single
4
Bachelor's
Unemployed
3.876442
Suburban
Comprehensive
0
19
729
4
2021-12-04 15:21:39.244069
Average
Yes
Weekly
Condo
1,545
22,211
30
Female
61,327
Divorced
2
Bachelor's
null
19.938995
Urban
Premium
2
11
746
7
2022-01-07 15:21:39.192212
Poor
No
Monthly
House
40
22,212
32
Female
15,228
Divorced
0
Master's
Employed
8.985614
Rural
Basic
null
12
728
6
2024-08-09 15:21:39.269494
Good
Yes
Daily
House
548
22,213
39
Male
75,141
Divorced
4
Master's
Unemployed
35.255077
Suburban
Comprehensive
3
12
312
3
2023-06-16 15:21:39.134960
Poor
No
Daily
House
739
22,214
28
Male
27,488
Married
null
Master's
null
null
Urban
Premium
1
15
null
6
2020-08-21 15:21:39.134960
Poor
No
Daily
Apartment
449
22,215
24
Male
18,096
Divorced
2
Bachelor's
Unemployed
28.291752
Urban
Comprehensive
0
6
701
9
2024-06-29 15:21:39.259788
Good
Yes
Rarely
Apartment
3,111
22,216
25
Male
26,395
Divorced
4
Master's
Employed
null
Suburban
Comprehensive
null
18
696
1
2021-04-26 15:21:39.249100
Average
Yes
Daily
Condo
1,691
22,217
27
Male
81,402
Married
null
High School
Employed
8.082061
Urban
Basic
null
15
431
4
2022-08-22 15:21:39.245086
Poor
Yes
Monthly
House
1,119
22,218
30
Male
54,472
Single
1
PhD
null
42.1688
Suburban
Premium
null
1
817
6
2022-12-19 15:21:39.133866
null
No
Daily
House
2,037
22,219
63
Male
10,137
Single
2
Bachelor's
null
21.585535
Rural
Basic
3
1
848
7
2021-08-13 15:21:39.198406
Average
No
Monthly
Condo
1,603
22,220
32
Female
31,117
Married
2
Master's
Self-Employed
9.077749
Urban
Premium
null
2
324
1
2023-02-07 15:21:39.251142
Poor
No
Rarely
Apartment
1,823
22,221
31
Male
15,803
Married
3
Master's
Self-Employed
22.241928
Suburban
Comprehensive
0
2
812
4
2020-04-26 15:21:39.171102
Good
No
Monthly
House
1,610
22,222
40
Male
56,098
Married
0
PhD
Self-Employed
43.135044
Urban
Comprehensive
1
16
444
2
2022-02-10 15:21:39.187211
Good
Yes
Rarely
Condo
707
22,223
60
Male
4,818
Single
0
High School
Employed
23.869785
Rural
Comprehensive
2
15
null
5
2022-03-08 15:21:39.123711
Poor
Yes
Daily
Apartment
1,253
22,224
64
Female
5,542
Divorced
4
Master's
Unemployed
6.391759
Urban
Premium
0
3
642
6
2020-12-28 15:21:39.134960
Average
Yes
Weekly
Condo
459
22,225
64
Male
15,983
Married
3
Master's
Employed
18.07279
Urban
Basic
null
19
769
9
2022-05-14 15:21:39.194829
Good
No
Weekly
House
719
22,226
64
Female
84,028
Married
4
Bachelor's
Employed
30.356535
Urban
Premium
0
9
330
6
2023-07-13 15:21:39.177724
Poor
No
Daily
House
1,407
22,227
34
Female
7,095
Married
1
Bachelor's
Unemployed
12.739709
Rural
Premium
null
0
569
6
2020-02-22 15:21:39.273973
Average
Yes
Daily
Condo
838
22,228
22
Female
13,440
Divorced
null
High School
Employed
42.919287
Rural
Basic
null
10
845
9
2023-02-20 15:21:39.249100
Average
No
Rarely
Apartment
254
22,229
59
Female
17,375
Married
4
PhD
Unemployed
26.878138
Rural
Basic
2
9
420
3
2024-02-20 15:21:39.190215
Good
No
Weekly
House
721
22,230
53
Female
2,838
Married
1
High School
null
24.824158
Suburban
Comprehensive
null
3
642
2
2023-06-03 15:21:39.170099
null
No
Rarely
House
1,617
22,231
59
Female
null
Single
null
Master's
Employed
37.154047
Urban
Premium
0
5
356
7
2023-10-21 15:21:39.106582
Poor
No
Daily
Apartment
1,136
22,232
27
Male
5,712
Married
0
PhD
Unemployed
11.751667
Urban
Basic
0
9
476
1
2022-04-23 15:21:39.149731
Good
Yes
Rarely
Apartment
1,002
22,233
36
Female
25,809
Married
0
Bachelor's
Self-Employed
23.819269
Suburban
Comprehensive
0
19
695
8
2019-08-25 15:21:39.205850
Good
Yes
Rarely
Condo
3,244
22,234
42
Female
16,079
Single
0
Bachelor's
null
40.715645
Rural
Premium
null
6
379
6
2020-05-31 15:21:39.102694
Average
Yes
Rarely
Apartment
1,501
22,235
35
Female
40,625
Divorced
3
Master's
Employed
18.469581
Urban
Comprehensive
2
15
null
5
2021-06-20 15:21:39.279729
Poor
No
Monthly
Apartment
4,029
22,236
47
Female
52,721
Divorced
3
PhD
Unemployed
21.582214
Suburban
Premium
2
6
382
1
2021-05-14 15:21:39.221386
Poor
Yes
Rarely
Apartment
728
22,237
32
Female
28,678
Divorced
3
Bachelor's
Unemployed
49.637486
Urban
Premium
1
14
null
5
2022-01-10 15:21:39.172097
Average
No
Monthly
Condo
1,726
22,238
60
Male
92,959
Single
2
High School
null
15.566141
Urban
Basic
0
1
387
3
2023-07-16 15:21:39.194829
Average
Yes
Monthly
House
2,183
22,239
54
Male
38,715
Single
2
Master's
null
41.713549
Rural
Premium
1
15
618
3
2024-01-25 15:21:39.144722
Poor
No
Daily
Apartment
271
22,240
59
Female
25,136
Married
2
PhD
null
36.81643
Rural
Premium
0
15
774
1
2022-08-09 15:21:39.146733
Good
No
Rarely
House
757
22,241
60
Female
3,089
Married
0
Bachelor's
Employed
null
Rural
Basic
0
9
559
1
2024-04-15 15:21:39.134960
Poor
Yes
Daily
Condo
1,811
22,242
52
Female
17,054
Divorced
1
High School
null
15.624388
Urban
Basic
0
0
697
2
2021-07-06 15:21:39.237118
Good
Yes
Rarely
Apartment
835
22,243
27
Male
47
Married
0
High School
Unemployed
10.423514
Suburban
Basic
4
10
796
7
2021-08-14 15:21:39.207847
Average
Yes
Monthly
Condo
1,728
22,244
20
Male
56,438
Divorced
4
Master's
Employed
23.788297
Rural
Premium
null
1
315
3
2024-03-25 15:21:39.155231
Good
No
Rarely
Apartment
168
22,245
42
Female
null
Married
0
Bachelor's
Self-Employed
23.097442
Suburban
Comprehensive
1
5
null
7
2022-04-24 15:21:39.126661
Average
No
Weekly
Condo
393
22,246
33
Female
52,360
Married
4
Bachelor's
Self-Employed
29.914782
Rural
Basic
2
8
531
1
2021-06-05 15:21:39.189223
Poor
Yes
Daily
Condo
285
22,247
36
Male
15,253
Single
0
PhD
Employed
24.415226
Suburban
Comprehensive
null
11
632
7
2020-02-08 15:21:39.225916
Good
Yes
Daily
Apartment
468
22,248
56
Male
23,019
Married
2
High School
Employed
9.097471
Suburban
Comprehensive
1
14
673
6
2020-12-21 15:21:39.254678
Poor
Yes
Monthly
Apartment
419
22,249
31
Male
3,577
Married
3
Master's
Unemployed
38.4588
Suburban
Basic
null
18
null
9
2020-05-29 15:21:39.252145
Good
No
Weekly
House
2,055
22,250
52
Male
13,255
Single
1
Bachelor's
Employed
29.078309
Suburban
Premium
0
6
673
7
2024-04-08 15:21:39.146733
Average
No
Rarely
Condo
846
22,251
50
Male
22,493
Single
4
Master's
null
38.829501
Urban
Premium
2
15
713
6
2023-10-25 15:21:39.093681
Good
Yes
Monthly
Condo
1,134
22,252
41
Female
47,842
Divorced
2
High School
null
23.481562
Urban
Basic
1
13
763
8
2020-03-30 15:21:39.207847
Good
No
Weekly
Condo
175
22,253
25
Male
24,569
Divorced
2
Master's
null
23.726496
Urban
Comprehensive
null
15
728
2
2020-12-08 15:21:39.134960
Average
Yes
Monthly
Apartment
709
22,254
29
Female
487
Single
1
Master's
null
36.001033
Urban
Basic
0
14
439
7
2022-07-31 15:21:39.132191
Good
Yes
Daily
Apartment
1,086
22,255
30
Female
40,336
Divorced
2
High School
Unemployed
6.466618
Urban
Premium
0
13
639
7
2020-10-18 15:21:39.155231
Good
No
Monthly
Apartment
180
22,256
41
Male
16,233
Single
1
Master's
Employed
12.727829
Urban
Premium
0
11
783
4
2023-09-13 15:21:39.285112
Poor
No
Weekly
House
2,244
22,257
52
Male
5,526
Married
3
Bachelor's
Unemployed
40.89818
Rural
Basic
2
11
403
9
2023-02-11 15:21:39.079128
Good
No
Daily
Apartment
903
22,258
21
Male
13,991
Married
3
Master's
Unemployed
29.453236
Suburban
Basic
null
8
706
4
2022-09-06 15:21:39.155231
Average
Yes
Daily
Condo
442
22,259
46
Female
20,429
Divorced
null
Master's
Employed
44.958015
Urban
Comprehensive
1
19
658
2
2022-01-20 15:21:39.237118
Average
Yes
Daily
House
1,523
22,260
19
Female
49,739
Married
3
Bachelor's
null
25.919208
Rural
Basic
2
2
686
7
2020-11-02 15:21:39.282785
Poor
Yes
Rarely
Condo
184
22,261
50
Male
143,977
Divorced
null
Master's
null
28.722328
Suburban
Basic
0
5
677
9
2024-07-16 15:21:39.134960
Average
Yes
Daily
Condo
422
22,262
58
Male
103,684
Married
2
High School
Unemployed
47.977002
Urban
Premium
2
16
638
7
2020-07-31 15:21:39.086123
Good
No
Daily
Condo
115
22,263
25
Male
23,755
Single
2
High School
null
16.881295
Urban
Comprehensive
null
13
802
1
2023-12-09 15:21:39.155231
Poor
No
Monthly
Condo
487
22,264
22
Female
598
Single
4
High School
null
24.991743
Suburban
Comprehensive
0
9
319
7
2024-05-07 15:21:39.224915
Good
Yes
Daily
Apartment
1,525
22,265
36
Female
3,623
Married
1
Master's
null
11.091307
Rural
Comprehensive
null
4
657
3
2020-11-29 15:21:39.264504
Good
Yes
Monthly
Apartment
2,861
22,266
45
Male
5,541
Married
4
High School
Self-Employed
8.83537
Rural
Comprehensive
null
13
522
9
2020-06-06 15:21:39.235012
Good
Yes
Rarely
Condo
548
22,267
40
Female
1,535
Married
1
PhD
null
17.988584
Urban
Premium
0
7
769
3
2020-11-27 15:21:39.155231
Poor
Yes
Rarely
Condo
1,952
22,268
27
Male
16,078
Divorced
4
Master's
Employed
45.466916
Suburban
Basic
0
8
482
7
2020-05-18 15:21:39.093681
Average
Yes
Daily
Condo
997
22,269
55
Female
58,732
Single
1
Master's
Employed
11.189214
Rural
Premium
2
5
433
8
2021-11-18 15:21:39.134960
Poor
Yes
Rarely
House
1,296
22,270
52
Male
71,440
Married
1
High School
Employed
12.498638
Suburban
Premium
0
13
394
5
2022-10-28 15:21:39.155231
Average
No
Rarely
Condo
1,805
22,271
34
Female
34,209
Married
3
PhD
Self-Employed
51.448631
Urban
Comprehensive
null
10
793
8
2021-03-12 15:21:39.260856
null
Yes
Daily
Apartment
1,244
22,272
56
Female
14,894
Divorced
0
PhD
Employed
19.053425
Suburban
Basic
null
12
511
6
2021-10-14 15:21:39.190215
Good
No
Daily
Apartment
563
22,273
63
Male
53,786
Married
0
Master's
Unemployed
33.839747
Suburban
Premium
3
11
328
6
2019-11-20 15:21:39.289099
null
Yes
Daily
Condo
1,411
22,274
36
Male
20,303
Divorced
4
PhD
Unemployed
26.236723
Rural
Premium
null
16
743
3
2021-06-24 15:21:39.194829
Poor
Yes
Monthly
House
745
22,275
40
Male
2,456
Divorced
1
PhD
null
9.078639
Rural
Premium
null
18
459
8
2020-01-07 15:21:39.155231
Good
No
Rarely
Apartment
1,847
22,276
58
Male
12,051
Single
3
PhD
null
41.807914
Urban
Basic
null
8
683
4
2020-04-18 15:21:39.281787
Good
Yes
Monthly
House
1,059
22,277
42
Female
7,073
Divorced
1
PhD
Unemployed
34.914486
Suburban
Premium
null
17
707
7
2021-05-30 15:21:39.194829
Good
No
Rarely
Condo
714
22,278
48
Female
2,323
Married
3
Bachelor's
null
17.878547
Rural
Basic
3
16
833
6
2022-10-26 15:21:39.126661
Poor
No
Rarely
House
25
22,279
48
Female
16,888
Single
1
Bachelor's
Unemployed
30.848354
Suburban
Basic
1
7
584
4
2020-12-11 15:21:39.237118
Poor
No
Rarely
Condo
883
22,280
20
Male
52,861
Married
4
High School
Self-Employed
51.750179
Rural
Comprehensive
1
16
null
9
2023-10-09 15:21:39.097737
Poor
Yes
Rarely
Apartment
1,045
22,281
45
Female
34,069
Single
0
PhD
Employed
11.734605
Suburban
Premium
0
0
null
1
2021-06-13 15:21:39.249100
Poor
Yes
Rarely
Apartment
33
22,282
61
Male
9,069
Single
1
Master's
Self-Employed
35.749776
Urban
Basic
0
15
558
2
2024-05-18 15:21:39.276901
null
No
Monthly
Apartment
1,219
22,283
63
Female
78,881
Divorced
null
PhD
Employed
19.597757
Suburban
Comprehensive
1
19
646
9
2024-04-09 15:21:39.286113
Poor
Yes
Weekly
Apartment
52
22,284
46
Male
109,927
Single
0
High School
Employed
40.079529
Rural
Premium
2
12
538
5
2024-05-09 15:21:39.155231
Good
No
Rarely
Condo
2,466
22,285
48
Male
6,051
Single
4
Bachelor's
null
35.269849
Suburban
Premium
null
13
705
5
2021-02-09 15:21:39.187211
Average
Yes
Daily
Apartment
2,327
22,286
26
Female
35,558
Married
0
Bachelor's
Employed
45.735871
Suburban
Premium
null
2
603
9
2023-06-14 15:21:39.122134
Poor
No
Daily
Condo
117
22,287
30
Male
16,077
Divorced
1
High School
null
null
Rural
Premium
1
10
538
5
2023-01-04 15:21:39.088124
Average
Yes
Daily
Condo
883
22,288
58
Male
5,044
Single
2
PhD
null
25.010854
Suburban
Premium
null
3
849
7
2020-09-29 15:21:39.248098
Poor
No
Monthly
Apartment
814
22,289
26
Male
43,901
Married
3
PhD
Self-Employed
46.049424
Urban
Basic
null
2
null
7
2021-11-30 15:21:39.122134
Poor
No
Rarely
Condo
1,379
22,290
22
Female
15,883
Married
0
Master's
null
35.755879
Rural
Comprehensive
2
3
null
2
2023-10-01 15:21:39.189223
Poor
No
Rarely
Apartment
607
22,291
53
Female
30,862
Married
1
Master's
Employed
18.649827
Urban
Comprehensive
3
0
666
4
2022-06-27 15:21:39.094752
Poor
No
Weekly
House
1,181
22,292
52
Female
47,179
Single
3
PhD
Self-Employed
31.564894
Rural
Basic
0
6
604
8
2021-08-20 15:21:39.097737
Good
Yes
Rarely
Apartment
283
22,293
24
Female
20,720
Single
2
PhD
null
3.941753
Suburban
Basic
1
19
656
9
2021-06-29 15:21:39.106582
Average
No
Rarely
Apartment
1,466
22,294
29
Female
9,132
Married
2
Master's
null
20.055536
Suburban
Premium
null
7
793
8
2023-08-13 15:21:39.286113
Average
Yes
Daily
Condo
728
22,295
60
Female
17,883
Married
1
Bachelor's
Unemployed
42.181497
Suburban
Comprehensive
0
16
798
1
2021-10-23 15:21:39.223390
Good
No
Daily
Apartment
3,811
22,296
58
Female
28,897
Divorced
3
High School
Self-Employed
38.812294
Urban
Premium
2
12
676
2
2024-02-17 15:21:39.209847
Average
Yes
Weekly
House
1,728
22,297
43
Male
3,645
Single
null
High School
null
47.908385
Suburban
Premium
0
13
365
2
2019-12-21 15:21:39.288099
Good
Yes
Weekly
Apartment
412
22,298
41
Male
5,892
Divorced
1
Bachelor's
Employed
40.896929
Rural
Comprehensive
1
8
617
5
2024-07-21 15:21:39.205850
Poor
No
Monthly
Apartment
1,108
22,299
27
Female
58,197
Single
4
Master's
Self-Employed
38.642578
Suburban
Basic
3
4
800
7
2024-08-11 15:21:39.155231
Good
No
Daily
House
411