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
1,188,300
43
Male
96,969
Married
4
PhD
null
36.826401
Suburban
Premium
null
1
430
2
2022-12-03 15:21:39.273973
Poor
Yes
Daily
Condo
195
1,188,301
null
Female
44,465
Single
2
PhD
Self-Employed
32.064504
Suburban
Basic
1
7
847
4
2024-01-21 15:21:39.171102
Poor
No
Rarely
Apartment
466
1,188,302
56
Male
5,072
Married
3
Master's
Unemployed
11.652678
Urban
Premium
0
13
476
3
2019-08-29 15:21:39.288099
Poor
No
Monthly
Condo
1,291
1,188,303
47
Female
1,169
Single
3
Master's
Self-Employed
null
Suburban
Premium
null
6
804
5
2021-04-15 15:21:39.288099
Good
No
Weekly
House
788
1,188,304
55
Male
1,853
Divorced
0
PhD
Employed
23.165645
Suburban
Comprehensive
null
19
806
5
2024-05-20 15:21:39.209847
null
Yes
Monthly
Condo
2,837
1,188,305
48
Female
61,471
Single
0
Bachelor's
Self-Employed
null
Urban
Comprehensive
2
6
846
6
2021-08-14 15:21:39.088124
Good
Yes
Monthly
House
1,733
1,188,306
41
Female
30,791
Married
0
Master's
Employed
34.361816
Rural
Comprehensive
1
15
637
5
2021-04-28 15:21:39.233485
Poor
No
Monthly
Condo
1,290
1,188,307
32
Female
43,856
Single
4
Bachelor's
Self-Employed
30.876346
Rural
Premium
0
15
613
8
2022-06-19 15:21:39.106582
Poor
No
Rarely
House
812
1,188,308
21
Female
16,058
Single
3
Master's
Self-Employed
12.868305
Rural
Basic
0
2
673
8
2022-01-20 15:21:39.175719
Good
Yes
Daily
House
712
1,188,309
27
Female
2,909
Married
3
Bachelor's
Employed
24.923752
Suburban
Basic
null
10
464
3
2022-12-20 15:21:39.221386
Poor
Yes
Rarely
Apartment
1,042
1,188,310
60
Female
11,448
Single
4
Master's
Self-Employed
19.854169
Rural
Premium
1
8
682
6
2022-09-10 15:21:39.194829
Poor
No
Daily
House
225
1,188,311
47
Male
3,321
Single
3
High School
null
46.816662
Suburban
Premium
null
15
842
2
2022-03-14 15:21:39.134960
null
No
Monthly
Condo
1,679
1,188,312
63
Female
1,753
Single
null
High School
Employed
10.381515
Suburban
Comprehensive
1
1
416
5
2023-09-26 15:21:39.210805
Poor
Yes
Daily
Apartment
813
1,188,313
22
Female
2,695
Divorced
1
PhD
Unemployed
19.772027
Urban
Comprehensive
0
18
406
9
2023-07-29 15:21:39.126661
null
No
Rarely
House
2,197
1,188,314
32
Female
74,068
Married
0
Master's
Employed
15.564353
Urban
Premium
1
13
397
8
2022-10-13 15:21:39.180553
Good
Yes
Weekly
Condo
772
1,188,315
59
Male
44,825
Divorced
3
Bachelor's
Unemployed
10.012103
Urban
Basic
1
2
null
3
2022-03-02 15:21:39.134960
Average
Yes
Rarely
House
1,537
1,188,316
53
Female
8,984
Single
1
Bachelor's
Employed
19.003388
Rural
Premium
0
5
709
9
2022-02-11 15:21:39.177724
Good
No
Monthly
Condo
654
1,188,317
62
Male
25,897
Married
2
Master's
Employed
19.0872
Rural
Comprehensive
0
2
595
2
2020-11-26 15:21:39.202448
Poor
Yes
Weekly
House
1,020
1,188,318
null
Male
2,789
Married
2
High School
Employed
11.507877
Rural
Basic
0
19
821
9
2020-02-25 15:21:39.155231
Average
Yes
Monthly
Apartment
2,305
1,188,319
36
Male
11,037
Married
1
PhD
Self-Employed
32.802535
Suburban
Premium
1
12
411
6
2022-05-25 15:21:39.079128
Good
No
Monthly
House
3,453
1,188,320
34
Male
7,561
Divorced
null
High School
null
19.365092
Suburban
Premium
1
11
358
3
2022-04-05 15:21:39.112553
Average
No
Monthly
House
765
1,188,321
34
Male
15,894
Married
1
High School
null
5.904136
Suburban
Premium
1
3
602
2
2024-05-15 15:21:39.237118
Poor
Yes
Daily
Apartment
1,153
1,188,322
47
Female
21,353
Married
0
Bachelor's
Employed
11.919015
Urban
Premium
1
2
460
2
2020-11-30 15:21:39.237118
null
Yes
Daily
Apartment
671
1,188,323
18
Male
22,684
Married
1
Bachelor's
Self-Employed
40.990461
Urban
Premium
null
10
581
5
2024-03-26 15:21:39.150730
Poor
No
Monthly
House
3,529
1,188,324
52
Female
7,863
Married
0
Bachelor's
null
14.247215
Suburban
Comprehensive
1
14
335
2
2021-08-01 15:21:39.194829
Good
Yes
Monthly
Apartment
2,871
1,188,325
30
Female
612
Married
4
Bachelor's
Employed
17.120975
Rural
Basic
4
16
544
4
2023-10-22 15:21:39.237118
Poor
Yes
Daily
Apartment
656
1,188,326
null
Male
27,194
Divorced
4
Master's
Self-Employed
13.970328
Urban
Premium
0
0
null
4
2024-03-28 15:21:39.248098
Poor
Yes
Monthly
House
1,609
1,188,327
24
Male
128,544
Divorced
3
Master's
null
22.184596
Rural
Comprehensive
null
3
716
7
2021-10-05 15:21:39.091080
Poor
Yes
Monthly
Apartment
279
1,188,328
57
Female
1,345
Divorced
2
High School
Self-Employed
38.177635
Suburban
Comprehensive
2
8
542
4
2024-06-29 15:21:39.092127
Poor
No
Rarely
Condo
738
1,188,329
54
Female
15,380
Married
null
High School
Self-Employed
38.121639
Rural
Basic
1
3
766
7
2023-01-12 15:21:39.190215
Average
No
Daily
House
557
1,188,330
null
Female
87,870
Single
2
PhD
Employed
17.817774
Urban
Comprehensive
null
17
778
1
2022-03-18 15:21:39.095696
Good
Yes
Rarely
Condo
49
1,188,331
35
Male
1,301
Married
0
High School
Self-Employed
8.849495
Suburban
Premium
null
1
476
9
2021-08-15 15:21:39.244069
Poor
No
Weekly
Apartment
775
1,188,332
31
Female
59,433
Divorced
2
High School
Unemployed
21.823323
Urban
Comprehensive
0
9
458
9
2023-08-30 15:21:39.120168
Good
Yes
Monthly
Condo
496
1,188,333
49
Female
15,983
Divorced
1
Bachelor's
null
26.182458
Urban
Comprehensive
1
9
437
1
2022-11-13 15:21:39.155231
Poor
Yes
Rarely
Condo
496
1,188,334
45
Female
5,542
Married
1
Master's
Unemployed
17.983216
Rural
Premium
1
18
696
3
2021-01-08 15:21:39.091080
Poor
No
Monthly
Condo
705
1,188,335
24
Male
955
Divorced
3
PhD
null
7.719264
Rural
Comprehensive
1
15
474
8
2021-11-23 15:21:39.187211
Average
Yes
Monthly
Apartment
798
1,188,336
33
Female
35,297
Single
1
High School
null
31.28898
Urban
Premium
0
12
310
1
2023-12-07 15:21:39.148733
Good
No
Weekly
Condo
493
1,188,337
58
Female
14,122
Married
null
Master's
Unemployed
21.689513
Suburban
Premium
null
0
562
1
2021-12-08 15:21:39.120168
Poor
Yes
Daily
Apartment
497
1,188,338
63
Male
40,447
Divorced
2
High School
null
12.452073
Suburban
Premium
2
15
428
7
2021-11-15 15:21:39.155231
Poor
Yes
Rarely
Condo
2,161
1,188,339
53
Male
6,832
Single
4
PhD
Employed
17.676897
Suburban
Comprehensive
1
7
644
7
2021-02-16 15:21:39.134960
Poor
No
Daily
Condo
3,857
1,188,340
41
Male
11,992
Single
4
Bachelor's
Employed
43.912172
Urban
Premium
3
11
null
8
2021-12-16 15:21:39.155231
Average
No
Daily
Condo
26
1,188,341
44
Male
45,963
Divorced
4
PhD
Employed
20.122943
Suburban
Premium
1
9
588
6
2021-03-12 15:21:39.265513
Average
Yes
Monthly
Condo
1,828
1,188,342
61
Male
61,719
Married
1
Master's
Self-Employed
41.288617
Rural
Basic
null
7
361
2
2023-03-20 15:21:39.197445
Poor
No
Weekly
Condo
1,010
1,188,343
19
Female
51,519
Single
1
High School
Self-Employed
22.57441
Suburban
Comprehensive
1
19
322
4
2023-03-27 15:21:39.132191
Average
Yes
Weekly
House
893
1,188,344
43
Female
25,170
Single
3
High School
Self-Employed
null
Rural
Premium
null
2
null
9
2023-06-29 15:21:39.101733
Average
Yes
Monthly
Condo
638
1,188,345
61
Female
10,781
Divorced
1
High School
Unemployed
7.353812
Rural
Comprehensive
3
4
670
3
2023-02-20 15:21:39.189223
Poor
Yes
Rarely
Apartment
468
1,188,346
29
Female
3,533
Divorced
4
Master's
Employed
47.646003
Urban
Premium
null
9
326
6
2019-12-29 15:21:39.155231
Good
Yes
Rarely
Apartment
563
1,188,347
32
Female
33,566
Single
2
PhD
Self-Employed
21.382808
Suburban
Comprehensive
null
5
796
5
2019-12-14 15:21:39.274993
Average
Yes
Rarely
House
796
1,188,348
57
Female
17,140
Married
4
High School
Self-Employed
23.630907
Rural
Comprehensive
0
14
634
5
2022-05-23 15:21:39.104139
Good
No
Rarely
Condo
2,391
1,188,349
50
Male
17,069
Married
3
Bachelor's
Self-Employed
34.844964
Suburban
Comprehensive
null
0
711
4
2020-03-23 15:21:39.237118
Good
Yes
Monthly
House
522
1,188,350
30
Male
32,614
Divorced
3
PhD
null
32.138097
Rural
Comprehensive
0
12
431
9
2021-04-25 15:21:39.222387
Good
Yes
Weekly
House
473
1,188,351
48
Male
23,407
Single
1
Master's
Employed
43.784718
Rural
Comprehensive
null
13
639
9
2020-09-13 15:21:39.155231
Poor
Yes
Weekly
Apartment
1,873
1,188,352
37
Male
29,051
Divorced
2
High School
null
25.823176
Urban
Comprehensive
0
6
null
6
2020-09-04 15:21:39.177724
Poor
No
Rarely
Condo
447
1,188,353
18
Male
106,926
Divorced
4
Bachelor's
Employed
8.764471
Rural
Comprehensive
1
16
332
8
2023-07-26 15:21:39.199447
Poor
No
Weekly
House
2,072
1,188,354
18
Male
29,069
Single
0
Master's
Employed
30.991294
Suburban
Comprehensive
0
4
623
9
2022-08-28 15:21:39.246098
null
Yes
Monthly
Condo
925
1,188,355
62
Male
34,986
Single
0
High School
Unemployed
25.675836
Suburban
Basic
2
14
507
5
2020-04-21 15:21:39.226954
Good
No
Rarely
Apartment
516
1,188,356
48
Female
39,042
Divorced
2
High School
null
24.591259
Rural
Premium
1
6
604
9
2020-01-19 15:21:39.206847
Poor
No
Daily
Apartment
927
1,188,357
null
Male
null
Married
2
High School
Unemployed
16.979606
Suburban
Basic
1
1
712
7
2022-06-30 15:21:39.186212
Poor
Yes
Weekly
Condo
282
1,188,358
28
Male
18,609
Married
1
PhD
Employed
37.828115
Rural
Comprehensive
0
15
null
9
2023-12-14 15:21:39.264504
Poor
No
Weekly
House
176
1,188,359
57
Male
15,123
Married
1
High School
Unemployed
null
Rural
Comprehensive
null
7
659
5
2024-04-28 15:21:39.171102
Good
No
Weekly
House
1,029
1,188,360
63
Male
44,967
Divorced
4
PhD
Self-Employed
18.96077
Suburban
Comprehensive
2
12
784
3
2021-04-11 15:21:39.193769
Average
Yes
Monthly
House
1,758
1,188,361
24
Female
48,633
Married
0
Bachelor's
Employed
13.738674
Rural
Comprehensive
null
3
495
3
2019-11-13 15:21:39.247098
Poor
No
Weekly
Condo
2,114
1,188,362
61
Male
30,004
Married
4
PhD
Unemployed
14.296615
Rural
Comprehensive
3
5
763
2
2022-11-25 15:21:39.265513
Good
Yes
Weekly
Apartment
121
1,188,363
26
Male
2,894
Single
0
PhD
null
21.636578
Suburban
Premium
0
9
374
4
2021-03-14 15:21:39.155231
Average
No
Monthly
Condo
478
1,188,364
33
Female
2,858
Divorced
3
PhD
null
14.939121
Suburban
Comprehensive
2
10
567
9
2020-03-30 15:21:39.187211
Poor
No
Rarely
Apartment
511
1,188,365
23
Male
43,882
Divorced
3
Master's
null
5.092567
Urban
Premium
1
15
494
7
2020-08-15 15:21:39.083497
Average
No
Rarely
House
2,611
1,188,366
19
Male
49,285
Married
4
High School
Self-Employed
19.509827
Urban
Basic
1
2
842
7
2019-09-03 15:21:39.118178
Good
No
Rarely
Condo
3,453
1,188,367
51
Female
43,154
Married
1
Master's
Unemployed
39.085758
Rural
Basic
1
1
487
1
2024-05-13 15:21:39.134960
Poor
No
Rarely
House
1,404
1,188,368
57
Female
2,485
Divorced
4
Master's
null
27.209546
Rural
Premium
null
12
393
9
2022-08-14 15:21:39.249100
Average
No
Weekly
House
619
1,188,369
41
Female
66,871
Single
3
Bachelor's
Self-Employed
25.61992
Rural
Basic
2
1
421
8
2023-03-11 15:21:39.222387
Poor
No
Daily
House
1,180
1,188,370
41
Female
48,766
Divorced
2
Master's
Unemployed
23.726509
Suburban
Premium
2
3
771
7
2021-04-24 15:21:39.221386
Good
No
Monthly
Condo
370
1,188,371
25
Female
37,192
Married
4
PhD
Employed
null
Rural
Basic
0
17
null
3
2023-09-22 15:21:39.097737
Good
Yes
Rarely
Apartment
1,478
1,188,372
52
Female
93,564
Married
0
High School
Unemployed
29.965695
Rural
Comprehensive
0
0
616
9
2023-08-15 15:21:39.247098
Good
Yes
Weekly
Apartment
115
1,188,373
50
Male
11,328
Married
2
PhD
Unemployed
34.539742
Urban
Premium
1
2
802
6
2022-01-05 15:21:39.281787
Poor
Yes
Weekly
House
1,601
1,188,374
54
Female
85,625
Divorced
0
Master's
null
30.295077
Rural
Premium
1
15
415
9
2023-02-06 15:21:39.268507
Average
No
Monthly
House
748
1,188,375
null
Male
15,528
Divorced
2
High School
Employed
28.766157
Suburban
Comprehensive
null
5
765
8
2024-08-13 15:21:39.251142
Average
No
Daily
Apartment
1,354
1,188,376
24
Male
18,671
Divorced
3
Bachelor's
null
19.895608
Rural
Comprehensive
3
1
727
9
2023-07-04 15:21:39.134960
Good
Yes
Monthly
Condo
488
1,188,377
28
Female
3,718
Divorced
2
High School
null
null
Rural
Premium
0
5
718
4
2020-07-15 15:21:39.247098
Good
Yes
Monthly
Apartment
438
1,188,378
36
Male
90,919
Single
0
PhD
Unemployed
30.392793
Suburban
Premium
1
1
410
6
2024-05-10 15:21:39.164044
Good
No
Rarely
House
3,075
1,188,379
59
Female
1,411
Married
4
High School
null
41.385889
Urban
Basic
2
17
null
4
2020-03-30 15:21:39.237118
Average
No
Monthly
Apartment
652
1,188,380
21
Female
30,144
Single
0
Master's
null
41.674578
Suburban
Basic
2
14
null
4
2020-03-25 15:21:39.224915
Poor
No
Monthly
House
677
1,188,381
28
Male
24,682
Divorced
3
PhD
Employed
29.350116
Rural
Premium
1
10
748
8
2020-09-04 15:21:39.155231
Poor
No
Rarely
House
1,257
1,188,382
57
Male
29,084
Married
1
Bachelor's
Employed
15.834199
Urban
Basic
1
0
333
9
2020-02-07 15:21:39.134960
Poor
Yes
Rarely
Apartment
783
1,188,383
22
Male
38,700
Single
3
Bachelor's
Unemployed
26.773023
Urban
Comprehensive
2
3
null
5
2022-10-03 15:21:39.207847
Poor
Yes
Monthly
House
563
1,188,384
60
Female
27,504
Single
2
Master's
Self-Employed
25.69621
Urban
Basic
null
0
825
5
2020-09-06 15:21:39.279729
Good
Yes
Weekly
House
2,657
1,188,385
64
Male
29,986
Married
2
PhD
Employed
8.907182
Rural
Comprehensive
0
5
661
2
2023-01-15 15:21:39.155231
Average
Yes
Weekly
House
375
1,188,386
18
Female
27,478
Divorced
1
Bachelor's
Employed
15.798781
Urban
Comprehensive
1
16
438
3
2022-11-14 15:21:39.237118
Poor
No
Daily
Condo
1,076
1,188,387
49
Male
27,881
Married
3
High School
null
20.735309
Rural
Basic
1
6
743
1
2024-07-21 15:21:39.184157
Good
No
Monthly
House
846
1,188,388
45
Female
76,435
Divorced
4
PhD
Self-Employed
10.534364
Urban
Comprehensive
2
9
638
2
2021-09-11 15:21:39.218388
Poor
Yes
Rarely
Apartment
217
1,188,389
20
Male
113,829
Single
2
Bachelor's
Unemployed
18.772012
Rural
Basic
null
4
603
5
2020-09-02 15:21:39.279729
Good
Yes
Rarely
Apartment
220
1,188,390
41
Female
21,845
Married
4
PhD
Employed
15.641856
Rural
Comprehensive
1
3
433
3
2023-12-19 15:21:39.134960
Poor
No
Monthly
Condo
2,188
1,188,391
29
Female
52,298
Single
2
Bachelor's
Employed
18.628726
Rural
Premium
null
17
312
5
2021-07-14 15:21:39.111551
Good
Yes
Weekly
House
928
1,188,392
47
Female
20,897
Single
4
Bachelor's
null
null
Rural
Comprehensive
0
9
799
2
2023-10-29 15:21:39.184157
Average
No
Rarely
Condo
2,091
1,188,393
39
Male
69,543
null
0
High School
null
50.564169
Urban
Basic
null
2
634
4
2022-11-21 15:21:39.110557
Average
Yes
Rarely
Condo
1,858
1,188,394
28
Female
1,094
Divorced
0
High School
null
null
Rural
Premium
null
17
687
4
2024-06-24 15:21:39.221386
Average
No
Daily
Apartment
692
1,188,395
null
Male
4,320
Single
4
Bachelor's
Unemployed
35.596028
Urban
Basic
2
5
663
2
2022-08-28 15:21:39.221386
Average
No
Daily
Apartment
873
1,188,396
32
Male
null
Divorced
4
Master's
null
14.609546
Urban
Premium
null
16
398
6
2021-07-05 15:21:39.149731
Poor
Yes
Monthly
Condo
2,662
1,188,397
34
Female
15,626
Married
1
Master's
Self-Employed
28.816267
Urban
Basic
0
8
775
7
2022-02-28 15:21:39.204790
Poor
Yes
Rarely
Apartment
1,078
1,188,398
23
Female
29,190
Married
4
High School
Unemployed
26.37606
Rural
Comprehensive
2
14
748
4
2022-07-23 15:21:39.091080
Poor
No
Daily
Apartment
508
1,188,399
40
Male
24,480
Single
null
PhD
Employed
null
Urban
Comprehensive
null
13
589
9
2021-05-29 15:21:39.280784
Poor
No
Weekly
Condo
1,580