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
1,188,200
50
Female
15,407
Divorced
3
Master's
Employed
37.928308
Suburban
Comprehensive
2
12
526
3
2021-12-01 15:21:39.237118
Poor
No
Rarely
Apartment
944
1,188,201
32
Male
142,660
Single
2
Master's
Employed
26.926997
Rural
Basic
1
7
488
6
2022-02-18 15:21:39.256696
Good
No
Monthly
House
194
1,188,202
46
Female
69,964
Married
0
PhD
null
10.95703
Urban
Basic
3
15
null
7
2022-03-24 15:21:39.102694
Poor
No
Rarely
House
3,042
1,188,203
55
Female
35,240
Married
3
High School
Employed
30.174826
Urban
Basic
1
17
585
6
2020-08-20 15:21:39.276901
Good
Yes
Monthly
House
1,020
1,188,204
49
Male
16,087
Married
0
PhD
Unemployed
38.869251
Rural
Comprehensive
null
2
720
5
2022-09-27 15:21:39.134960
Average
Yes
Daily
Condo
1,518
1,188,205
64
Female
1,579
Single
2
PhD
Self-Employed
26.065298
Urban
Premium
0
3
null
6
2019-08-30 15:21:39.176717
Poor
No
Rarely
Condo
867
1,188,206
33
Male
4,087
Single
0
Bachelor's
Self-Employed
35.360124
Rural
Comprehensive
0
15
775
1
2024-06-09 15:21:39.247098
Good
No
Monthly
Apartment
2,984
1,188,207
51
Male
66,710
Married
0
PhD
Unemployed
33.482989
Suburban
Basic
1
7
438
2
2021-07-18 15:21:39.188220
Good
Yes
Weekly
Apartment
1,175
1,188,208
24
Male
40,252
Divorced
2
Master's
null
32.780523
Rural
Basic
1
6
667
7
2019-09-22 15:21:39.079128
Average
Yes
Daily
House
1,120
1,188,209
40
Male
43,714
Married
0
High School
Unemployed
20.828158
Rural
Comprehensive
2
16
690
8
2022-09-22 15:21:39.155231
Good
Yes
Rarely
Apartment
1,076
1,188,210
22
Female
8,253
Divorced
0
High School
Self-Employed
7.866858
Suburban
Basic
3
4
705
5
2023-07-03 15:21:39.264504
Average
No
Rarely
Apartment
464
1,188,211
48
Male
null
Married
3
PhD
Employed
null
Urban
Basic
2
15
713
2
2022-02-06 15:21:39.134960
Average
Yes
Weekly
Condo
2,947
1,188,212
25
Male
12,665
Single
3
Master's
Self-Employed
23.967985
Suburban
Basic
0
16
798
6
2022-03-28 15:21:39.180553
Good
Yes
Weekly
Apartment
1,232
1,188,213
56
Male
56,233
Divorced
null
PhD
Self-Employed
39.28202
Rural
Basic
null
5
326
6
2021-08-27 15:21:39.108562
Good
Yes
Rarely
Condo
322
1,188,214
57
Male
5,831
Divorced
4
Bachelor's
null
29.886487
Rural
Premium
0
13
null
2
2021-05-05 15:21:39.283783
Good
No
Weekly
Condo
801
1,188,215
36
Male
45,927
Married
3
Master's
Self-Employed
3.59806
Urban
Comprehensive
0
5
519
5
2019-09-21 15:21:39.289099
Poor
No
Daily
Condo
4,908
1,188,216
55
Male
39,344
Divorced
3
PhD
Self-Employed
8.183903
Urban
Premium
2
2
577
6
2022-09-27 15:21:39.094752
Average
Yes
Weekly
Condo
2,696
1,188,217
39
Male
2,312
Divorced
4
Master's
null
31.299907
Rural
Comprehensive
1
3
662
1
2023-04-01 15:21:39.261856
null
No
Monthly
Condo
1,346
1,188,218
59
Female
109,813
Single
4
Master's
Employed
19.147506
Urban
Basic
1
19
391
8
2021-12-20 15:21:39.086123
Average
Yes
Weekly
Condo
565
1,188,219
53
Female
45,308
Single
4
Master's
Unemployed
13.9109
Rural
Premium
1
4
748
6
2024-02-29 15:21:39.093681
Average
Yes
Weekly
Apartment
1,004
1,188,220
49
Male
2,989
Divorced
3
PhD
null
null
Suburban
Comprehensive
null
8
792
7
2023-01-11 15:21:39.155231
Average
Yes
Monthly
Condo
1,263
1,188,221
23
Male
17,054
Divorced
4
High School
Self-Employed
16.162227
Rural
Comprehensive
0
19
657
7
2021-07-26 15:21:39.149731
Good
Yes
Monthly
Condo
466
1,188,222
29
Female
55,828
Divorced
null
Master's
Self-Employed
35.64484
Urban
Premium
null
3
437
1
2024-05-01 15:21:39.134960
Poor
Yes
Weekly
Condo
921
1,188,223
34
Female
44,255
Single
null
PhD
Employed
24.159737
Urban
Comprehensive
null
0
796
3
2023-12-10 15:21:39.134960
Average
Yes
Weekly
House
554
1,188,224
55
Male
12,424
Single
null
Bachelor's
null
5.695784
Suburban
Comprehensive
null
10
543
7
2021-02-27 15:21:39.198406
Good
No
Daily
Condo
1,138
1,188,225
39
Male
1,673
Married
3
High School
Unemployed
23.904755
Suburban
Comprehensive
2
2
686
9
2021-09-21 15:21:39.134960
Average
Yes
Monthly
House
1,202
1,188,226
33
Male
50,120
Married
3
PhD
null
13.448886
Suburban
Premium
0
7
633
7
2021-10-10 15:21:39.194829
Average
Yes
Weekly
House
195
1,188,227
32
Female
16,962
Single
2
Master's
Employed
11.444997
Urban
Comprehensive
1
3
599
4
2023-03-31 15:21:39.134960
Average
Yes
Daily
Condo
641
1,188,228
42
Male
41,639
Divorced
2
PhD
Unemployed
29.896583
Urban
Basic
1
3
842
2
2024-01-18 15:21:39.209847
Average
Yes
Monthly
House
942
1,188,229
30
Male
43,476
Married
2
PhD
Unemployed
41.62558
Suburban
Basic
null
12
571
1
2024-04-12 15:21:39.283783
Average
No
Daily
Condo
1,808
1,188,230
27
Male
139,995
Single
4
PhD
Unemployed
7.161735
Urban
Premium
1
6
443
8
2022-12-28 15:21:39.124659
Good
Yes
Daily
Apartment
743
1,188,231
40
Female
64,970
Single
3
Bachelor's
Self-Employed
28.710026
Suburban
Premium
1
16
433
4
2024-02-16 15:21:39.248098
null
Yes
Daily
Condo
1,673
1,188,232
30
Female
4,925
Single
4
Master's
null
10.838916
Rural
Premium
1
7
null
1
2022-12-10 15:21:39.183598
null
No
Monthly
Condo
1,332
1,188,233
51
Male
44,756
Married
0
Master's
null
32.121748
Urban
Premium
2
12
706
9
2022-09-11 15:21:39.235012
Average
Yes
Daily
Condo
34
1,188,234
54
Male
33,001
Married
3
Bachelor's
Employed
28.891725
Suburban
Premium
1
9
575
4
2021-04-26 15:21:39.144722
Poor
Yes
Weekly
Apartment
1,076
1,188,235
20
Male
53,691
Divorced
0
Bachelor's
Unemployed
null
Urban
Premium
1
0
372
7
2022-12-05 15:21:39.272456
Average
No
Weekly
Condo
531
1,188,236
30
Male
null
Single
1
High School
null
15.479847
Urban
Premium
1
2
378
4
2022-10-23 15:21:39.155231
Good
No
Monthly
Condo
1,519
1,188,237
25
Male
36,370
Single
null
Master's
null
50.99054
Rural
Basic
2
15
743
6
2019-10-05 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,059
1,188,238
48
Female
5,881
Single
3
Master's
Employed
3.263537
Rural
Premium
0
11
537
3
2023-02-04 15:21:39.289099
Average
No
Weekly
House
675
1,188,239
33
Male
1,025
Single
0
Master's
Employed
null
Rural
Basic
0
10
759
5
2021-06-25 15:21:39.111551
Good
No
Rarely
Condo
1,449
1,188,240
20
Female
7,617
Married
4
High School
Self-Employed
16.973148
Rural
Premium
0
12
null
4
2020-10-10 15:21:39.287115
Good
No
Daily
Apartment
1,255
1,188,241
61
Female
35,166
Married
2
PhD
null
42.906388
Urban
Premium
null
12
562
7
2022-05-15 15:21:39.226954
Poor
No
Monthly
Apartment
992
1,188,242
53
Male
94,924
Married
null
Bachelor's
Self-Employed
13.916311
Urban
Premium
0
16
767
4
2023-12-05 15:21:39.123711
Poor
No
Daily
Apartment
397
1,188,243
37
Female
18,059
Divorced
1
Master's
null
21.285037
Urban
Basic
null
8
517
6
2023-04-28 15:21:39.264504
Good
Yes
Rarely
Condo
603
1,188,244
39
Male
null
Single
1
High School
Employed
34.0933
Suburban
Premium
null
9
432
2
2024-02-14 15:21:39.215386
Poor
Yes
Monthly
House
981
1,188,245
20
Female
998
Single
null
Bachelor's
Employed
null
Urban
Premium
1
11
679
2
2021-09-01 15:21:39.289099
Average
Yes
Monthly
Apartment
866
1,188,246
59
Male
38,217
Married
0
High School
Self-Employed
23.717054
Urban
Comprehensive
0
17
537
9
2022-06-18 15:21:39.155231
Poor
Yes
Weekly
Apartment
2,794
1,188,247
61
Male
97,195
Married
4
High School
null
20.281859
Suburban
Basic
1
9
447
2
2023-02-09 15:21:39.221386
Good
Yes
Monthly
House
1,231
1,188,248
61
Female
4,026
Divorced
0
Master's
null
7.553257
Suburban
Basic
null
2
607
8
2019-10-25 15:21:39.236064
null
Yes
Daily
House
283
1,188,249
63
Male
80,907
Divorced
2
Master's
Employed
42.849098
Urban
Comprehensive
1
2
767
5
2022-03-27 15:21:39.147735
Poor
Yes
Rarely
House
115
1,188,250
40
Female
7,858
Married
0
PhD
Unemployed
19.6291
Urban
Premium
0
17
603
7
2020-09-13 15:21:39.188220
Average
Yes
Daily
House
1,330
1,188,251
31
Male
61,392
Single
1
Bachelor's
Self-Employed
38.724113
Urban
Premium
null
19
782
1
2022-07-05 15:21:39.126661
Good
Yes
Monthly
Apartment
169
1,188,252
46
Male
35,503
Divorced
3
High School
Self-Employed
6.496779
Rural
Premium
null
1
784
1
2022-12-01 15:21:39.155231
Poor
No
Rarely
House
643
1,188,253
28
Female
56,658
Married
0
PhD
null
5.372378
Suburban
Premium
0
6
null
3
2021-01-04 15:21:39.171102
null
Yes
Daily
House
2,128
1,188,254
60
Male
2,398
Single
2
High School
Self-Employed
11.533728
Rural
Basic
1
0
803
1
2021-08-19 15:21:39.218388
Poor
Yes
Rarely
Condo
2,548
1,188,255
41
Male
29,473
Married
0
PhD
Unemployed
null
Suburban
Premium
2
19
831
5
2023-07-31 15:21:39.134960
Poor
Yes
Monthly
House
1,079
1,188,256
38
Female
18,755
Divorced
3
Master's
null
18.906108
Rural
Premium
0
0
411
2
2022-06-22 15:21:39.237118
null
No
Daily
Condo
1,841
1,188,257
39
Female
14,410
Divorced
4
High School
Self-Employed
52.039107
Rural
Basic
null
8
704
8
2021-09-28 15:21:39.254678
Average
Yes
Monthly
Condo
549
1,188,258
37
Male
29,863
Married
2
Bachelor's
Self-Employed
26.387981
Suburban
Comprehensive
2
12
null
9
2022-10-06 15:21:39.233998
Poor
Yes
Weekly
House
662
1,188,259
64
Female
25,672
Single
4
High School
null
36.827095
Rural
Basic
null
3
682
9
2022-09-26 15:21:39.281787
null
No
Weekly
Apartment
432
1,188,260
28
Female
55,790
Divorced
1
High School
null
34.755833
Rural
Comprehensive
0
15
695
4
2019-10-08 15:21:39.213373
Average
No
Daily
Apartment
3,640
1,188,261
46
Female
100
Married
0
Bachelor's
null
null
Rural
Basic
1
8
697
2
2020-10-10 15:21:39.246098
Average
Yes
Weekly
Condo
1,315
1,188,262
51
Female
1,408
Single
4
PhD
null
29.734149
Rural
Comprehensive
2
3
786
9
2020-09-01 15:21:39.172097
Poor
No
Daily
House
497
1,188,263
60
Male
5,894
Single
4
Master's
null
null
Suburban
Comprehensive
2
1
593
3
2021-08-23 15:21:39.237118
Average
Yes
Monthly
Apartment
496
1,188,264
59
Male
26,962
Divorced
4
High School
Self-Employed
38.824395
Urban
Premium
null
7
null
8
2023-12-28 15:21:39.220389
Good
No
Monthly
House
572
1,188,265
50
Female
35,239
Single
4
Bachelor's
Unemployed
46.287925
Urban
Comprehensive
1
19
783
5
2022-08-24 15:21:39.278402
Average
No
Weekly
House
1,592
1,188,266
38
Female
20,292
Single
4
Bachelor's
Unemployed
31.066338
Rural
Premium
0
0
null
6
2024-08-15 15:21:39.143708
Good
Yes
Daily
House
981
1,188,267
32
Female
82,577
Married
3
Bachelor's
Unemployed
27.614817
Urban
Premium
2
7
685
1
2020-07-29 15:21:39.081504
Poor
Yes
Weekly
Apartment
382
1,188,268
57
Male
624
Single
1
Bachelor's
Employed
6.179315
Urban
Basic
null
16
621
1
2023-10-20 15:21:39.151732
Good
Yes
Rarely
House
108
1,188,269
19
Female
2,548
Single
4
Bachelor's
null
6.820048
Suburban
Comprehensive
0
18
375
4
2021-03-28 15:21:39.206847
Poor
Yes
Weekly
Apartment
561
1,188,270
47
Female
146,082
Divorced
0
Master's
Employed
14.933679
Urban
Comprehensive
2
18
null
7
2020-04-07 15:21:39.207847
null
Yes
Rarely
Apartment
1,442
1,188,271
53
Female
25,166
Married
1
Bachelor's
null
39.07005
Urban
Comprehensive
3
13
785
5
2020-10-06 15:21:39.106582
null
Yes
Rarely
House
648
1,188,272
30
Female
31,202
Single
null
High School
Self-Employed
29.927067
Rural
Premium
2
5
584
8
2022-06-17 15:21:39.134960
Average
Yes
Daily
Apartment
1,183
1,188,273
47
Male
10,359
Single
1
Master's
null
46.680827
Rural
Comprehensive
0
8
706
1
2023-10-15 15:21:39.165120
Average
No
Weekly
Condo
951
1,188,274
50
Female
1,612
Divorced
1
High School
Self-Employed
18.76651
Suburban
Comprehensive
2
7
324
8
2023-03-27 15:21:39.281787
Average
Yes
Weekly
Condo
547
1,188,275
26
Female
126,582
null
3
PhD
Self-Employed
28.818232
Suburban
Basic
null
17
740
4
2023-11-19 15:21:39.091080
Average
No
Rarely
Apartment
30
1,188,276
53
Male
1,892
Single
2
Master's
null
27.636366
Urban
Comprehensive
null
8
631
3
2021-08-26 15:21:39.265513
Good
Yes
Rarely
House
23
1,188,277
31
Male
35,422
Divorced
null
Master's
Self-Employed
15.011408
Urban
Comprehensive
1
0
595
9
2021-03-11 15:21:39.226954
Poor
No
Weekly
Apartment
736
1,188,278
48
Male
30,206
Single
4
High School
Unemployed
23.691796
Rural
Basic
1
0
null
4
2022-07-12 15:21:39.219432
Poor
Yes
Monthly
Apartment
955
1,188,279
35
Female
34,374
Divorced
1
Master's
null
8.835642
Rural
Basic
null
16
479
5
2019-10-29 15:21:39.261856
Poor
No
Rarely
Condo
923
1,188,280
36
Male
40,378
Married
3
Master's
Employed
25.8957
Suburban
Comprehensive
null
6
659
9
2022-07-03 15:21:39.118178
Poor
No
Monthly
House
3,084
1,188,281
23
Female
31,005
Single
2
High School
Employed
20.555529
Suburban
Premium
null
10
329
6
2023-04-10 15:21:39.222387
Poor
No
Weekly
Apartment
583
1,188,282
61
Male
17,076
Single
2
PhD
Self-Employed
23.726496
Urban
Comprehensive
1
14
659
9
2021-05-21 15:21:39.182597
Good
No
Rarely
House
1,489
1,188,283
35
Female
21,152
Divorced
1
PhD
Unemployed
3.622929
Urban
Comprehensive
null
12
808
7
2021-12-09 15:21:39.290098
null
Yes
Weekly
House
1,596
1,188,284
57
Female
54,718
Married
4
Bachelor's
Unemployed
19.751067
Rural
Basic
0
16
361
2
2020-02-07 15:21:39.172097
Average
No
Rarely
Condo
1,342
1,188,285
45
Female
8,056
Single
1
High School
null
23.837777
Urban
Basic
null
6
704
6
2021-12-18 15:21:39.155231
Poor
No
Weekly
Apartment
1,534
1,188,286
55
Male
14,087
Single
2
PhD
Unemployed
14.066385
Suburban
Premium
null
18
725
7
2023-11-21 15:21:39.286113
Good
No
Weekly
Condo
2,075
1,188,287
50
Male
9,409
Divorced
2
High School
Self-Employed
8.037169
Urban
Comprehensive
2
18
795
8
2024-08-12 15:21:39.167099
Poor
No
Daily
Apartment
2,379
1,188,288
46
Female
18,069
Married
1
PhD
null
20.566455
Urban
Comprehensive
null
19
null
6
2020-09-06 15:21:39.205850
Average
No
Monthly
Condo
2,548
1,188,289
48
Male
51,441
Married
4
PhD
Employed
52.639542
Urban
Premium
null
14
null
3
2023-05-07 15:21:39.173834
Good
No
Daily
Apartment
1,383
1,188,290
27
Female
42,876
Single
3
PhD
Unemployed
39.893364
Urban
Comprehensive
0
13
811
6
2022-04-21 15:21:39.155231
Average
Yes
Monthly
Apartment
216
1,188,291
45
Female
29,310
Single
1
Bachelor's
null
6.994673
Urban
Basic
1
9
511
6
2020-09-09 15:21:39.245086
Good
No
Daily
House
2,222
1,188,292
54
Male
1,064
Divorced
2
Bachelor's
Self-Employed
null
Urban
Premium
null
2
541
5
2022-02-09 15:21:39.134960
Good
No
Monthly
House
536
1,188,293
56
Female
37,636
Married
2
Master's
Employed
18.496564
Urban
Basic
1
9
636
3
2024-04-07 15:21:39.113566
Poor
No
Weekly
Condo
653
1,188,294
50
Female
126,619
Single
2
Master's
Unemployed
31.174527
Suburban
Comprehensive
2
14
440
2
2023-07-13 15:21:39.101733
Poor
Yes
Monthly
Condo
739
1,188,295
25
Male
null
Divorced
4
Bachelor's
Self-Employed
19.839015
Suburban
Premium
1
10
587
7
2023-11-05 15:21:39.150730
Good
No
Monthly
Condo
276
1,188,296
30
Male
84,477
Divorced
0
PhD
Unemployed
13.913157
Suburban
Comprehensive
null
13
453
4
2022-05-01 15:21:39.181605
Poor
Yes
Monthly
Apartment
1,786
1,188,297
53
Male
137,580
Single
0
High School
Employed
17.873118
Suburban
Premium
1
16
397
1
2021-09-15 15:21:39.224915
Poor
Yes
Monthly
Condo
881
1,188,298
41
Male
82,347
Divorced
2
Bachelor's
Employed
19.275041
Urban
Premium
1
8
null
1
2022-05-23 15:21:39.172097
Poor
No
Monthly
Condo
167
1,188,299
35
Female
34,226
Married
2
Bachelor's
Self-Employed
36.381168
Suburban
Premium
null
9
659
6
2021-12-19 15:21:39.245086
Good
Yes
Rarely
House
1,040