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
14,200
45
Female
4,282
Divorced
1
Bachelor's
Employed
31.074563
Suburban
Comprehensive
0
11
340
6
2023-12-28 15:21:39.181605
Poor
Yes
Weekly
Condo
455
14,201
23
Female
19,353
Single
3
High School
null
33.897856
Rural
Basic
1
4
363
5
2021-06-27 15:21:39.120168
null
No
Rarely
House
955
14,202
61
Male
38,725
Single
4
Bachelor's
Self-Employed
16.415713
Suburban
Basic
0
1
496
6
2020-06-03 15:21:39.282785
Poor
No
Weekly
Apartment
1,094
14,203
37
Male
22,644
Divorced
0
High School
Employed
10.054142
Urban
Basic
null
5
481
6
2019-10-25 15:21:39.107553
Poor
Yes
Weekly
Condo
101
14,204
46
Male
10,797
Single
null
Bachelor's
Unemployed
6.939074
Suburban
Basic
2
0
null
5
2020-02-19 15:21:39.207847
Average
No
Monthly
Condo
407
14,205
34
Male
16,755
Married
4
Bachelor's
Employed
29.62485
Rural
Basic
2
15
641
6
2019-12-29 15:21:39.078837
Average
Yes
Weekly
House
1,361
14,206
34
Female
5,925
Single
4
Master's
null
12.925974
Urban
Basic
1
7
595
5
2020-07-27 15:21:39.134960
Poor
No
Monthly
Apartment
958
14,207
42
Female
35,553
Married
1
PhD
Unemployed
40.564632
Suburban
Premium
null
2
747
4
2020-02-03 15:21:39.188220
Poor
Yes
Weekly
House
371
14,208
57
Female
55,884
Single
0
High School
Employed
13.988246
Urban
Premium
null
16
542
4
2024-02-01 15:21:39.134960
Poor
No
Daily
House
184
14,209
46
Female
71,808
Single
4
PhD
Self-Employed
18.05332
Suburban
Premium
2
5
318
1
2022-11-23 15:21:39.083497
Poor
Yes
Weekly
House
821
14,210
48
Male
6,096
Single
3
Bachelor's
null
7.751782
Urban
Premium
0
5
602
7
2024-08-09 15:21:39.270454
Average
No
Monthly
Apartment
437
14,211
36
Male
26,373
Divorced
3
High School
null
15.071035
Urban
Comprehensive
null
15
664
2
2022-03-28 15:21:39.200452
Poor
Yes
Daily
House
2,464
14,212
64
Female
30,253
Married
1
PhD
Self-Employed
16.491228
Suburban
Comprehensive
0
5
673
7
2019-12-02 15:21:39.117183
Poor
Yes
Rarely
Condo
782
14,213
54
Female
43,825
Divorced
1
High School
Unemployed
40.427465
Urban
Comprehensive
0
3
662
5
2023-01-27 15:21:39.208842
Poor
Yes
Weekly
Apartment
447
14,214
38
Female
22,897
Single
0
PhD
Unemployed
22.456488
Suburban
Comprehensive
null
3
501
5
2021-12-31 15:21:39.269494
Poor
Yes
Rarely
Apartment
2,073
14,215
41
Female
12,096
Married
3
PhD
Self-Employed
22.083687
Rural
Premium
null
10
520
4
2022-06-04 15:21:39.134960
Poor
No
Daily
Apartment
2,090
14,216
35
Female
138,904
Divorced
1
Bachelor's
null
null
Urban
Basic
null
1
323
9
2023-11-11 15:21:39.168099
Poor
Yes
Monthly
Condo
1,094
14,217
61
Female
3,400
Married
0
High School
null
4.141307
Suburban
Basic
2
13
779
5
2021-11-18 15:21:39.091080
Poor
Yes
Rarely
Condo
1,328
14,218
53
Male
47,106
Single
4
Bachelor's
null
30.141806
Rural
Comprehensive
1
15
306
2
2023-01-25 15:21:39.257696
Good
Yes
Daily
Apartment
1,797
14,219
29
Female
33,103
Single
4
High School
null
28.827573
Urban
Basic
1
9
746
1
2019-08-24 15:21:39.082499
Average
No
Weekly
House
1,881
14,220
23
Male
54,918
Single
0
Master's
Self-Employed
17.477985
Suburban
Comprehensive
3
14
747
6
2023-09-29 15:21:39.085129
Poor
No
Daily
Condo
2,113
14,221
62
Male
43,313
Married
2
Master's
Self-Employed
8.861624
Rural
Basic
null
16
411
5
2019-10-20 15:21:39.259788
Poor
Yes
Monthly
House
2,905
14,222
42
Male
9,984
Married
3
PhD
Self-Employed
20.553416
Rural
Premium
1
17
646
9
2021-05-04 15:21:39.208842
Poor
Yes
Weekly
Apartment
1,841
14,223
27
Female
29,097
Single
null
PhD
null
21.285843
Rural
Basic
0
0
817
4
2020-10-01 15:21:39.280784
Poor
Yes
Monthly
Condo
891
14,224
null
Male
18,539
Single
null
PhD
Unemployed
16.726375
Rural
Comprehensive
null
12
465
2
2023-05-06 15:21:39.270454
Good
Yes
Rarely
Condo
822
14,225
58
Male
28,897
Married
3
Bachelor's
null
25.372455
Suburban
Basic
0
19
507
2
2020-06-02 15:21:39.194829
Average
No
Weekly
House
2,630
14,226
62
Male
17,085
Single
4
High School
Employed
33.582059
Rural
Premium
0
4
813
6
2020-09-07 15:21:39.272456
Average
No
Daily
House
597
14,227
35
Female
48,412
Married
1
Master's
Employed
36.279715
Suburban
Basic
1
9
310
2
2021-12-17 15:21:39.176717
Good
Yes
Weekly
Condo
3,236
14,228
24
Male
108,680
Married
3
PhD
Employed
null
Suburban
Basic
1
0
817
5
2020-08-12 15:21:39.091080
Average
No
Weekly
Apartment
2,226
14,229
60
Male
5,094
Divorced
2
High School
Unemployed
11.814901
Suburban
Premium
1
8
558
2
2021-09-10 15:21:39.084065
Average
No
Daily
Condo
3,489
14,230
64
Male
23,861
Married
0
Bachelor's
Self-Employed
12.829659
Urban
Premium
0
2
495
1
2022-12-23 15:21:39.237118
Average
No
Daily
Condo
1,459
14,231
27
Male
44,942
Single
0
PhD
Self-Employed
33.847895
Urban
Comprehensive
1
3
810
6
2023-11-04 15:21:39.237118
Good
No
Monthly
Apartment
1,073
14,232
44
Female
567
Single
4
Master's
Employed
43.137987
Rural
Basic
3
1
null
2
2020-03-18 15:21:39.180553
Poor
No
Monthly
Condo
2,832
14,233
20
Male
34,372
Married
2
High School
null
8.423629
Urban
Premium
null
7
847
2
2024-04-29 15:21:39.237118
Poor
No
Rarely
Condo
1,027
14,234
47
Female
45,407
Married
0
High School
Employed
null
Suburban
Premium
0
6
707
1
2020-04-25 15:21:39.102694
Average
Yes
Weekly
Apartment
619
14,235
19
Male
43,415
Married
1
High School
Self-Employed
7.261365
Urban
Premium
1
9
553
6
2022-01-16 15:21:39.125660
Average
No
Daily
House
2,073
14,236
52
Female
708
Divorced
3
Bachelor's
null
24.564346
Rural
Comprehensive
0
15
467
2
2023-09-13 15:21:39.155231
Good
Yes
Monthly
Apartment
614
14,237
35
Female
26,897
null
0
High School
null
18.122673
Rural
Premium
0
2
749
1
2022-07-10 15:21:39.155231
Average
Yes
Rarely
Condo
1,755
14,238
22
Female
28,685
Married
3
Master's
Employed
39.757079
Rural
Premium
1
1
564
5
2020-10-12 15:21:39.087123
Good
No
Weekly
Apartment
1,471
14,239
32
Female
7,053
Single
2
PhD
Self-Employed
7.087245
Suburban
Basic
null
14
552
4
2021-11-25 15:21:39.237118
Poor
Yes
Rarely
Condo
857
14,240
43
Male
71,325
Single
null
PhD
Self-Employed
22.551753
Urban
Comprehensive
0
11
484
9
2023-04-25 15:21:39.237118
Poor
Yes
Monthly
Condo
3,947
14,241
48
Male
148,040
Single
0
Master's
Employed
30.759869
Suburban
Comprehensive
null
10
848
8
2021-07-13 15:21:39.099739
Good
No
Weekly
Condo
46
14,242
27
Female
null
Divorced
0
PhD
Employed
11.746258
Urban
Basic
null
3
713
4
2020-01-05 15:21:39.134960
Average
Yes
Rarely
Condo
150
14,243
19
Female
5,881
Married
null
PhD
Unemployed
20.838977
Rural
Comprehensive
null
3
649
9
2021-07-25 15:21:39.134960
Good
No
Daily
Condo
754
14,244
60
Female
17,107
Divorced
2
High School
Self-Employed
34.244901
Urban
Premium
0
6
462
3
2022-05-29 15:21:39.194829
Average
Yes
Rarely
Condo
1,189
14,245
51
Male
10,150
Divorced
3
Master's
Self-Employed
18.691362
Suburban
Basic
1
7
799
3
2021-05-19 15:21:39.255696
Good
Yes
Weekly
Condo
691
14,246
60
Female
30,766
Divorced
null
PhD
Unemployed
19.524868
Suburban
Comprehensive
0
6
401
4
2023-01-05 15:21:39.174719
Poor
Yes
Monthly
Condo
2,012
14,247
58
Male
73,192
Single
0
Bachelor's
Self-Employed
4.477719
Urban
Comprehensive
null
16
368
5
2020-01-03 15:21:39.186212
Average
Yes
Rarely
Condo
1,159
14,248
61
Female
46,656
Single
2
High School
Employed
null
Rural
Comprehensive
1
13
534
7
2023-11-23 15:21:39.087123
Poor
No
Weekly
House
2,610
14,249
41
Female
24,761
Single
1
Bachelor's
null
5.693665
Urban
Basic
1
16
639
4
2023-08-02 15:21:39.237118
Good
No
Monthly
Apartment
1,035
14,250
53
Male
88,911
Divorced
0
Bachelor's
null
14.94415
Urban
Basic
1
15
478
6
2024-06-08 15:21:39.274993
Poor
No
Daily
House
2,576
14,251
45
Female
16,858
Divorced
3
PhD
null
30.947777
Urban
Premium
0
11
436
8
2020-10-27 15:21:39.288099
Good
No
Weekly
House
821
14,252
50
Female
573
Divorced
3
Bachelor's
Employed
17.638018
Urban
Comprehensive
2
0
779
4
2023-08-27 15:21:39.155231
Good
No
Daily
Condo
102
14,253
48
Male
26,553
Single
4
PhD
Employed
48.53489
Suburban
Basic
2
16
796
3
2021-08-17 15:21:39.218388
Poor
Yes
Daily
Apartment
881
14,254
60
Female
5,827
Married
4
High School
Employed
23.859596
Rural
Comprehensive
0
0
null
3
2020-07-15 15:21:39.081504
Good
No
Weekly
Condo
739
14,255
43
Female
57,226
Divorced
4
Master's
Employed
4.078125
Rural
Basic
0
7
729
5
2019-09-30 15:21:39.274993
null
Yes
Monthly
House
64
14,256
63
Male
44,746
Single
0
PhD
null
17.354965
Urban
Comprehensive
1
11
645
4
2021-11-23 15:21:39.093681
Poor
Yes
Rarely
Condo
1,054
14,257
31
Male
9,417
Single
2
PhD
Unemployed
21.3551
Rural
Comprehensive
null
7
775
6
2020-10-21 15:21:39.279729
Good
No
Daily
House
761
14,258
51
Female
18,702
Married
4
Bachelor's
Unemployed
32.005093
Urban
Comprehensive
1
7
600
3
2023-05-26 15:21:39.134960
null
Yes
Weekly
Apartment
1,732
14,259
41
Female
44,226
Married
4
Bachelor's
null
null
Rural
Premium
null
9
688
4
2023-08-16 15:21:39.194829
null
Yes
Monthly
House
812
14,260
53
Male
1,344
Divorced
0
Master's
Unemployed
40.737145
Rural
Premium
3
6
603
9
2024-04-07 15:21:39.164044
Poor
No
Weekly
House
1,442
14,261
26
Female
1,048
Married
null
Master's
Unemployed
9.482984
Suburban
Premium
null
1
843
7
2022-06-13 15:21:39.181605
Average
Yes
Weekly
Apartment
184
14,262
48
Male
4,964
Married
1
High School
Unemployed
20.289005
Rural
Comprehensive
0
4
849
9
2019-09-29 15:21:39.249100
Good
No
Daily
Apartment
348
14,263
35
Female
33,786
Married
null
Master's
Employed
47.907698
Urban
Basic
2
7
null
4
2019-11-10 15:21:39.209847
Poor
No
Rarely
Apartment
619
14,264
45
Female
15,776
Divorced
null
PhD
null
46.026959
Urban
Comprehensive
0
8
633
1
2021-10-20 15:21:39.199447
Average
Yes
Monthly
Apartment
861
14,265
61
Female
99,047
Divorced
1
PhD
Self-Employed
31.961383
Urban
Comprehensive
0
8
477
9
2022-03-14 15:21:39.125660
Poor
Yes
Daily
Apartment
2,604
14,266
50
Female
39,734
Single
3
PhD
null
23.620416
Suburban
Basic
1
0
708
8
2020-05-25 15:21:39.208842
Average
Yes
Monthly
House
818
14,267
47
Male
43,783
Married
0
High School
Unemployed
30.094249
Suburban
Premium
0
3
696
4
2020-09-14 15:21:39.155231
Good
Yes
Monthly
Condo
614
14,268
28
Male
17,900
Divorced
1
High School
Self-Employed
35.362558
Suburban
Comprehensive
1
6
740
8
2023-07-23 15:21:39.278402
Good
Yes
Daily
House
956
14,269
39
Male
1,002
Married
1
Bachelor's
null
29.31602
Suburban
Basic
2
1
727
1
2024-02-09 15:21:39.186212
Poor
No
Daily
Apartment
722
14,270
null
Female
27,299
Single
2
PhD
Employed
21.907316
Rural
Comprehensive
5
0
null
4
2023-01-29 15:21:39.155231
Poor
Yes
Monthly
House
736
14,271
28
Female
75,982
Single
1
Master's
Employed
24.849091
Suburban
Comprehensive
1
8
382
3
2024-06-12 15:21:39.155231
Good
No
Monthly
Condo
539
14,272
34
Male
2,819
Single
1
PhD
Unemployed
49.495732
Rural
Comprehensive
null
6
413
8
2023-05-18 15:21:39.146733
Poor
No
Weekly
House
2,674
14,273
55
Male
11,567
Divorced
0
Master's
Employed
31.160789
Suburban
Premium
null
14
748
9
2024-07-23 15:21:39.155231
Average
No
Daily
Apartment
612
14,274
21
Female
22,886
Married
0
High School
Unemployed
32.181148
Suburban
Comprehensive
0
0
571
4
2021-12-20 15:21:39.246098
Poor
No
Daily
House
2,462
14,275
26
Female
43,943
Divorced
4
PhD
Employed
51.246328
Rural
Premium
0
13
748
2
2019-10-25 15:21:39.155231
Poor
No
Monthly
Condo
1,155
14,276
48
Male
86,743
Divorced
4
PhD
Employed
52.623511
Rural
Basic
1
0
825
6
2020-06-24 15:21:39.192212
Average
Yes
Monthly
Condo
928
14,277
53
Male
2,491
Married
3
Bachelor's
Employed
null
Rural
Basic
0
1
598
1
2020-03-05 15:21:39.226954
Average
Yes
Rarely
Apartment
459
14,278
64
Male
66,427
Married
1
Master's
Unemployed
51.943297
Suburban
Comprehensive
2
8
565
1
2023-08-06 15:21:39.236064
Good
No
Daily
House
695
14,279
53
Male
12,007
Married
1
Master's
null
16.08256
Rural
Premium
null
12
720
2
2022-09-16 15:21:39.282785
Poor
No
Rarely
House
129
14,280
37
Female
13,260
Single
4
Master's
Self-Employed
23.881327
Urban
Basic
1
8
619
2
2019-10-04 15:21:39.245086
Good
Yes
Monthly
Condo
577
14,281
35
Male
15,987
Divorced
2
Bachelor's
null
26.246329
Rural
Basic
3
18
783
3
2021-01-02 15:21:39.208842
Good
No
Daily
House
825
14,282
22
Male
99,856
Divorced
null
Bachelor's
Unemployed
24.94736
Urban
Premium
null
14
403
1
2022-06-17 15:21:39.134960
Good
Yes
Weekly
House
656
14,283
53
Female
11,194
Married
1
PhD
Self-Employed
25.383399
Urban
Comprehensive
null
9
410
2
2024-04-13 15:21:39.088124
Average
Yes
Daily
Apartment
1,119
14,284
27
Male
38,212
Married
1
Master's
null
27.096912
Rural
Premium
0
5
682
1
2022-12-10 15:21:39.155231
Good
No
Weekly
Apartment
661
14,285
64
Male
35,656
Divorced
null
High School
Unemployed
43.352629
Urban
Basic
0
0
622
2
2021-08-26 15:21:39.171102
Average
No
Rarely
Condo
681
14,286
61
Male
81,929
Divorced
2
High School
null
23.096184
Urban
Comprehensive
null
17
307
4
2019-10-18 15:21:39.111551
Average
No
Monthly
Apartment
3,319
14,287
36
Male
25,586
Married
2
Master's
null
14.136314
Suburban
Comprehensive
1
12
622
6
2022-09-03 15:21:39.133866
Average
Yes
Monthly
Apartment
1,819
14,288
32
Female
4,401
Divorced
2
PhD
Unemployed
22.690533
Suburban
Comprehensive
1
15
434
1
2020-02-14 15:21:39.290098
Poor
No
Daily
Apartment
979
14,289
59
Female
18,053
Single
2
High School
Employed
27.143532
Suburban
Premium
1
10
436
1
2020-07-06 15:21:39.096739
Good
Yes
Weekly
Condo
64
14,290
22
Female
43,907
Divorced
4
Bachelor's
Self-Employed
29.039875
Urban
Comprehensive
null
6
515
7
2022-09-22 15:21:39.265513
Good
No
Monthly
Apartment
684
14,291
21
Female
62,833
Married
3
Master's
Employed
9.806655
Suburban
Basic
1
7
333
3
2020-04-13 15:21:39.155231
null
Yes
Weekly
Condo
2,345
14,292
52
Female
5,058
Divorced
null
Master's
null
25.663626
Rural
Premium
1
15
800
7
2020-11-13 15:21:39.122134
Good
No
Daily
Apartment
2,380
14,293
62
Female
7,881
Married
2
Bachelor's
Self-Employed
27.965109
Rural
Comprehensive
0
1
595
2
2024-04-02 15:21:39.192212
Average
No
Rarely
House
886
14,294
31
Female
11,881
Married
0
Bachelor's
null
6.697066
Urban
Premium
3
1
779
7
2022-11-16 15:21:39.244069
Average
No
Daily
Condo
1,201
14,295
49
Female
2,429
Married
0
Master's
Unemployed
26.135599
Rural
Comprehensive
null
4
422
7
2021-10-19 15:21:39.171102
Poor
Yes
Weekly
Condo
442
14,296
40
Male
29,082
Divorced
1
Master's
Employed
27.883026
Suburban
Comprehensive
0
0
704
9
2022-06-16 15:21:39.254678
Average
Yes
Rarely
House
798
14,297
64
Female
80,305
Single
0
Bachelor's
Employed
36.236731
Rural
Basic
null
4
593
2
2019-09-11 15:21:39.273973
Good
Yes
Monthly
Condo
39
14,298
44
Male
23,485
Single
4
Bachelor's
null
21.868707
Suburban
Premium
2
18
845
2
2023-12-24 15:21:39.204790
Average
No
Monthly
House
639
14,299
29
Male
11,504
Single
0
High School
Employed
38.068783
Suburban
Comprehensive
2
1
null
5
2020-06-07 15:21:39.188220
Good
No
Weekly
Condo
426