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
4,300
38
Male
105,823
Single
null
High School
null
47.13642
Rural
Comprehensive
2
0
358
8
2024-03-31 15:21:39.167099
Poor
Yes
Daily
Apartment
1,346
4,301
51
Male
11,461
Single
3
High School
Self-Employed
37.813847
Urban
Comprehensive
0
11
612
9
2022-09-04 15:21:39.120168
Good
Yes
Weekly
Condo
4,537
4,302
25
Female
128,157
Married
2
High School
Unemployed
8.771321
Suburban
Comprehensive
null
15
672
7
2022-03-21 15:21:39.155231
Poor
No
Weekly
Condo
174
4,303
63
Male
4,866
Divorced
3
Bachelor's
Unemployed
30.132264
Rural
Basic
null
1
522
3
2022-12-16 15:21:39.085129
Good
Yes
Daily
House
2,316
4,304
51
Male
51,623
Single
4
PhD
null
47.221649
Rural
Premium
2
18
507
8
2024-05-08 15:21:39.134960
null
Yes
Monthly
Condo
471
4,305
49
Female
4,908
Divorced
0
Master's
null
27.163769
Rural
Basic
0
18
434
4
2022-08-16 15:21:39.107553
Good
Yes
Rarely
House
27
4,306
57
Male
null
Married
4
Bachelor's
Self-Employed
39.233351
Suburban
Comprehensive
null
18
738
4
2021-01-14 15:21:39.131192
Good
No
Weekly
House
101
4,307
19
Male
44,623
Married
2
Bachelor's
Self-Employed
13.959365
Rural
Comprehensive
null
12
777
7
2022-10-30 15:21:39.237118
Poor
Yes
Monthly
Condo
846
4,308
31
Female
42,554
Married
0
PhD
Employed
6.764355
Suburban
Premium
1
14
326
7
2022-09-22 15:21:39.134960
Poor
Yes
Weekly
House
856
4,309
39
Female
29,502
Divorced
1
Bachelor's
Employed
23.708079
Rural
Premium
null
11
822
8
2019-08-25 15:21:39.237118
Poor
No
Rarely
Condo
1,608
4,310
40
Female
40
Married
0
High School
null
14.914562
Rural
Comprehensive
2
15
641
2
2021-06-30 15:21:39.250151
Average
No
Rarely
House
774
4,311
37
Female
45,928
Single
2
High School
Self-Employed
10.912845
Urban
Premium
null
3
null
7
2022-08-12 15:21:39.166062
Good
No
Rarely
Apartment
778
4,312
37
Female
145,029
Married
3
PhD
Employed
15.688438
Rural
Basic
2
13
706
4
2022-12-14 15:21:39.155231
Good
No
Weekly
Apartment
101
4,313
36
Male
null
Married
0
Master's
null
47.802146
Rural
Basic
0
8
null
4
2019-09-10 15:21:39.278402
Poor
Yes
Rarely
Condo
35
4,314
25
Female
13,340
Divorced
0
Master's
Self-Employed
32.987676
Suburban
Premium
1
7
613
4
2019-08-29 15:21:39.155231
Average
Yes
Daily
Apartment
738
4,315
32
Female
19,255
Married
1
Bachelor's
Employed
47.518527
Suburban
Premium
null
16
507
2
2023-06-02 15:21:39.263607
Poor
Yes
Daily
House
557
4,316
26
Male
76,490
Single
2
Bachelor's
null
47.705018
Suburban
Comprehensive
null
17
391
3
2021-10-31 15:21:39.173661
Poor
No
Monthly
Condo
771
4,317
53
Male
6,928
Divorced
3
High School
null
19.771795
Urban
Basic
null
12
816
8
2020-12-11 15:21:39.116179
Poor
No
Monthly
Condo
1,581
4,318
64
Female
94,589
Divorced
4
High School
null
28.481306
Rural
Premium
null
13
332
2
2020-05-10 15:21:39.266452
Average
No
Rarely
House
3,053
4,319
57
Male
3,469
Single
1
High School
Unemployed
20.525665
Urban
Basic
1
3
509
9
2024-08-07 15:21:39.172097
Poor
No
Rarely
Apartment
2,248
4,320
57
Male
91,033
Divorced
0
Master's
Unemployed
33.168031
Rural
Comprehensive
null
18
521
7
2019-12-23 15:21:39.155231
Good
Yes
Monthly
Condo
37
4,321
28
Male
1,237
Married
null
High School
null
21.188034
Urban
Basic
1
12
496
2
2022-02-03 15:21:39.155231
Poor
Yes
Weekly
House
1,007
4,322
18
Male
6,701
Single
3
Master's
Employed
39.037494
Rural
Comprehensive
null
18
708
8
2022-08-14 15:21:39.132191
Average
No
Daily
House
685
4,323
43
Male
3,610
Married
0
PhD
null
null
Urban
Comprehensive
1
19
759
3
2023-10-16 15:21:39.270454
Good
Yes
Rarely
Condo
3,316
4,324
41
Male
4,437
Single
0
Master's
null
41.037184
Rural
Comprehensive
0
18
453
3
2020-04-25 15:21:39.180231
Good
Yes
Daily
House
381
4,325
52
Female
857
Married
3
Master's
Employed
17.160429
Urban
Comprehensive
null
8
496
4
2023-07-20 15:21:39.090124
Average
No
Daily
Condo
434
4,326
32
Male
38,284
Married
4
PhD
Unemployed
26.695898
Rural
Basic
0
17
null
1
2024-07-16 15:21:39.237118
Poor
No
Rarely
Condo
246
4,327
34
Female
20,281
Married
2
High School
Employed
7.647533
Rural
Premium
null
10
822
6
2020-06-02 15:21:39.096739
Average
Yes
Monthly
Apartment
27
4,328
23
Female
83,793
Divorced
0
Bachelor's
Employed
29.442775
Rural
Comprehensive
null
4
796
3
2021-12-20 15:21:39.237118
Average
No
Weekly
Condo
110
4,329
35
Female
55,863
Single
null
PhD
Unemployed
11.286537
Urban
Comprehensive
null
1
326
4
2021-08-21 15:21:39.289099
null
No
Rarely
Condo
869
4,330
58
Male
38,216
Single
null
High School
Self-Employed
16.817149
Urban
Comprehensive
null
5
447
2
2019-12-29 15:21:39.120168
Good
Yes
Monthly
House
1,281
4,331
55
Female
66,423
Divorced
3
PhD
null
null
Urban
Comprehensive
1
15
528
1
2022-02-12 15:21:39.134960
Poor
No
Rarely
Apartment
2,214
4,332
48
Male
16,761
Single
3
PhD
null
10.336484
Rural
Premium
1
1
672
9
2023-05-01 15:21:39.237118
Average
Yes
Monthly
House
24
4,333
32
Female
27,673
Single
1
Master's
null
10.407726
Suburban
Premium
0
10
668
6
2021-02-08 15:21:39.176717
Good
Yes
Rarely
Apartment
365
4,334
47
Male
34,376
Single
4
PhD
null
40.385078
Rural
Comprehensive
2
4
761
7
2020-03-19 15:21:39.102694
Good
Yes
Monthly
House
2,114
4,335
52
Female
136,698
Single
1
High School
null
23.278006
Rural
Comprehensive
2
14
396
7
2023-09-09 15:21:39.237118
Average
No
Daily
House
2,467
4,336
54
Female
1,164
Married
null
PhD
null
24.388928
Urban
Premium
0
5
838
3
2024-07-08 15:21:39.226954
Good
No
Rarely
House
2,481
4,337
44
Female
46,762
Single
null
PhD
Employed
25.817051
Urban
Basic
1
8
null
6
2019-11-29 15:21:39.100695
Poor
Yes
Rarely
Condo
119
4,338
42
Male
41,126
Married
1
Master's
null
17.814487
Urban
Premium
null
5
760
7
2023-04-06 15:21:39.245086
Good
Yes
Monthly
House
706
4,339
20
Female
12,512
Married
0
Bachelor's
Unemployed
50.980713
Suburban
Premium
1
4
null
9
2020-02-22 15:21:39.198406
Poor
No
Weekly
Condo
685
4,340
39
Female
2,090
Married
0
High School
Self-Employed
30.297559
Suburban
Premium
null
9
370
7
2021-06-27 15:21:39.125660
Average
No
Weekly
Apartment
1,346
4,341
40
Female
1,324
Married
1
Master's
Employed
25.588739
Rural
Premium
5
3
null
3
2020-07-16 15:21:39.236064
null
Yes
Weekly
Condo
1,731
4,342
57
Female
126,965
Divorced
1
PhD
Self-Employed
15.47995
Suburban
Basic
0
15
572
5
2021-06-09 15:21:39.084065
Good
Yes
Weekly
Condo
146
4,343
38
Female
86,570
Divorced
1
PhD
Unemployed
28.682759
Urban
Basic
1
3
772
4
2022-03-06 15:21:39.145732
Average
No
Daily
Condo
130
4,344
32
Male
64,983
null
4
High School
Unemployed
13.318675
Suburban
Comprehensive
null
0
703
9
2022-10-21 15:21:39.155231
Good
Yes
Rarely
House
3,254
4,345
37
Female
27,852
Divorced
4
Master's
null
22.824272
Suburban
Premium
1
9
721
4
2022-08-30 15:21:39.129190
Poor
Yes
Weekly
Condo
1,058
4,346
41
Male
18,791
Married
0
High School
Employed
13.419838
Rural
Basic
0
8
null
3
2019-09-30 15:21:39.265513
Good
Yes
Monthly
House
704
4,347
45
Male
null
Single
0
PhD
Unemployed
31.564894
Rural
Comprehensive
null
19
566
9
2022-02-10 15:21:39.134960
Average
Yes
Monthly
Apartment
283
4,348
18
Male
1,485
Single
null
Master's
Unemployed
17.502926
Rural
Premium
1
17
463
6
2024-02-22 15:21:39.205850
Average
Yes
Monthly
House
3,663
4,349
41
Female
44,170
Divorced
0
Bachelor's
Self-Employed
4.040197
Urban
Comprehensive
1
5
459
3
2022-11-06 15:21:39.192212
Good
Yes
Daily
Apartment
2,141
4,350
29
Male
102,792
Married
3
High School
Self-Employed
22.72311
Suburban
Premium
null
16
519
4
2019-09-11 15:21:39.134960
null
No
Monthly
Condo
618
4,351
40
Male
5,540
Married
1
High School
Self-Employed
12.726015
Suburban
Comprehensive
0
3
null
7
2021-12-18 15:21:39.276901
Poor
Yes
Rarely
House
1,651
4,352
29
Female
3,484
Divorced
null
Bachelor's
Self-Employed
30.653725
Urban
Premium
1
7
837
5
2022-06-12 15:21:39.237118
Average
No
Daily
House
2,044
4,353
46
Male
90,225
Single
null
Bachelor's
null
8.83537
Suburban
Basic
null
19
319
3
2022-10-23 15:21:39.207847
Poor
No
Weekly
House
307
4,354
18
Male
42,578
Married
1
PhD
Employed
33.827742
Suburban
Comprehensive
0
14
543
9
2020-04-17 15:21:39.155231
Average
No
Rarely
House
2,145
4,355
59
Male
12,931
Divorced
1
High School
Self-Employed
32.574537
Rural
Comprehensive
1
4
649
1
2023-01-25 15:21:39.237118
Good
Yes
Weekly
Condo
895
4,356
53
Female
4,772
Single
1
Bachelor's
Unemployed
20.704991
Urban
Basic
null
12
481
4
2024-07-08 15:21:39.173834
Poor
Yes
Monthly
Condo
70
4,357
57
Male
16,082
Divorced
0
High School
Self-Employed
5.895222
Rural
Premium
1
1
742
4
2021-03-17 15:21:39.259788
Good
No
Daily
House
834
4,358
51
Male
1,077
Divorced
1
Master's
null
14.482923
Urban
Premium
null
11
677
1
2020-10-11 15:21:39.143708
Average
No
Weekly
Apartment
26
4,359
50
Female
18,882
Single
0
High School
null
38.673406
Suburban
Premium
4
4
832
4
2023-01-27 15:21:39.237118
Poor
No
Daily
Apartment
1,277
4,360
45
Female
6,526
Single
0
PhD
Self-Employed
23.610637
Suburban
Comprehensive
1
3
783
6
2023-12-11 15:21:39.257696
Good
Yes
Monthly
House
1,004
4,361
33
Male
2,695
Married
null
Master's
Employed
10.71514
Suburban
Comprehensive
4
13
658
4
2024-05-13 15:21:39.189223
null
Yes
Daily
Apartment
1,104
4,362
49
Female
7,983
Single
0
Bachelor's
Employed
21.59478
Urban
Basic
null
3
796
1
2022-07-07 15:21:39.111551
Poor
Yes
Daily
Condo
1,867
4,363
41
Female
2,737
Divorced
2
Master's
Employed
36.446928
Rural
Premium
2
2
795
5
2024-06-04 15:21:39.091080
Poor
No
Rarely
Condo
1,021
4,364
59
Female
61,670
Married
3
Master's
Self-Employed
51.867011
Rural
Comprehensive
null
9
549
1
2024-05-06 15:21:39.259788
Poor
Yes
Monthly
Condo
1,450
4,365
56
Female
5,093
Single
1
Master's
null
9.845696
Suburban
Comprehensive
null
9
612
3
2023-08-10 15:21:39.155231
Poor
Yes
Weekly
Condo
354
4,366
51
Male
19,804
Divorced
3
Master's
Employed
36.87848
Rural
Basic
1
8
null
9
2021-02-19 15:21:39.189223
Average
No
Weekly
Apartment
1,044
4,367
22
Male
37,532
Single
0
PhD
Employed
36.337439
Urban
Comprehensive
null
17
null
5
2021-06-06 15:21:39.106582
Average
Yes
Daily
Apartment
1,758
4,368
49
Female
121,573
Divorced
3
Bachelor's
null
null
Suburban
Comprehensive
null
2
616
2
2020-01-03 15:21:39.092127
Good
No
Weekly
House
394
4,369
50
Male
7,518
Single
null
Bachelor's
Unemployed
21.907762
Urban
Premium
null
14
559
5
2022-08-12 15:21:39.134960
Poor
Yes
Daily
Condo
75
4,370
64
Male
111,206
Married
0
Bachelor's
Self-Employed
29.275769
Urban
Premium
0
13
391
6
2019-09-27 15:21:39.088124
Good
No
Daily
House
734
4,371
57
Female
3,861
Single
0
Bachelor's
Employed
38.457765
Rural
Premium
1
1
531
5
2022-05-04 15:21:39.230483
Poor
No
Monthly
Apartment
394
4,372
48
Male
18,297
Married
2
Bachelor's
Employed
17.716932
Rural
Basic
0
1
639
3
2023-12-19 15:21:39.151732
null
Yes
Monthly
House
1,533
4,373
46
Female
1,510
Married
3
PhD
Self-Employed
30.849888
Suburban
Basic
1
14
null
4
2023-02-02 15:21:39.172097
Average
No
Monthly
Condo
2,122
4,374
21
Male
23,296
Divorced
null
Bachelor's
Self-Employed
4.223058
Urban
Comprehensive
0
16
567
7
2022-02-14 15:21:39.177724
Poor
No
Rarely
Condo
542
4,375
64
Male
141,597
Divorced
null
PhD
Unemployed
null
Suburban
Basic
2
1
659
8
2021-11-14 15:21:39.105504
Good
No
Monthly
House
2,387
4,376
60
Male
23,584
Divorced
0
Bachelor's
Self-Employed
16.557904
Rural
Comprehensive
1
18
707
1
2024-05-06 15:21:39.210805
Average
Yes
Monthly
Apartment
1,047
4,377
null
Female
60,064
Divorced
0
Master's
Unemployed
21.837926
Rural
Premium
0
2
321
7
2021-06-04 15:21:39.143708
Poor
No
Monthly
House
1,199
4,378
36
Female
62,214
Single
0
Bachelor's
Employed
28.913102
Suburban
Basic
0
12
762
2
2019-09-09 15:21:39.155231
Average
No
Monthly
Apartment
2,104
4,379
63
Female
null
Married
2
Master's
Unemployed
32.636686
Rural
Basic
1
14
331
1
2021-01-09 15:21:39.206847
Average
Yes
Weekly
Condo
1,279
4,380
60
Female
115,827
Divorced
2
PhD
Unemployed
36.822751
Urban
Basic
0
2
438
8
2021-03-18 15:21:39.289099
Poor
Yes
Weekly
House
2,060
4,381
29
Male
43,876
Married
4
High School
Employed
14.93965
Urban
Comprehensive
null
5
766
9
2023-06-13 15:21:39.202448
Average
No
Monthly
Condo
1,586
4,382
57
Female
39,766
Divorced
1
High School
Self-Employed
38.141217
Urban
Comprehensive
0
19
496
9
2023-10-15 15:21:39.126661
Good
No
Daily
House
622
4,383
61
Male
3,693
Married
4
Bachelor's
null
11.717522
Rural
Basic
2
0
565
5
2020-06-30 15:21:39.225916
Average
No
Monthly
Condo
946
4,384
61
Female
501
Divorced
2
Bachelor's
Self-Employed
23.48711
Rural
Basic
0
7
415
6
2020-10-17 15:21:39.134960
Good
Yes
Rarely
House
173
4,385
47
Male
17,061
Married
4
Master's
Unemployed
6.593641
Urban
Premium
null
6
684
7
2024-02-05 15:21:39.134960
Average
Yes
Rarely
Apartment
1,282
4,386
35
Male
27,063
Single
null
High School
Employed
28.869033
Suburban
Premium
0
18
535
5
2021-06-17 15:21:39.237118
Average
Yes
Weekly
Condo
1,029
4,387
29
Female
24,982
Divorced
1
PhD
null
21.782219
Urban
Comprehensive
1
2
473
3
2020-07-04 15:21:39.087123
Average
Yes
Weekly
Apartment
908
4,388
39
Female
12,085
Divorced
4
High School
null
32.017614
Suburban
Comprehensive
1
0
716
6
2023-04-12 15:21:39.283783
Poor
Yes
Monthly
Apartment
2,258
4,389
49
Male
16,058
Divorced
0
Bachelor's
Self-Employed
49.137569
Urban
Comprehensive
1
10
null
3
2023-11-24 15:21:39.290098
Poor
Yes
Daily
Condo
996
4,390
49
Female
43,480
Single
4
Master's
Self-Employed
49.844779
Rural
Comprehensive
0
14
584
7
2021-11-14 15:21:39.155231
Average
No
Rarely
Apartment
689
4,391
51
Female
17,620
Single
4
Bachelor's
Employed
28.691028
Suburban
Premium
0
5
681
8
2020-09-07 15:21:39.250151
Poor
No
Weekly
House
105
4,392
29
Male
126,919
Married
2
PhD
null
30.76492
Rural
Premium
2
5
734
9
2020-04-04 15:21:39.134960
Poor
Yes
Daily
House
2,196
4,393
29
Male
2,059
Divorced
4
Master's
Employed
5.837295
Urban
Comprehensive
null
18
309
2
2022-01-05 15:21:39.176717
Good
Yes
Rarely
House
1,093
4,394
49
Male
4,545
Married
1
Bachelor's
Unemployed
25.067953
Urban
Comprehensive
2
12
807
5
2021-02-11 15:21:39.208842
Poor
Yes
Monthly
Condo
24
4,395
49
Female
61,249
Divorced
3
Bachelor's
Self-Employed
33.633607
Suburban
Premium
1
1
null
2
2020-08-30 15:21:39.155231
Poor
Yes
Daily
Condo
189
4,396
48
Female
4,026
Single
0
PhD
Employed
null
Suburban
Basic
null
10
null
3
2022-07-17 15:21:39.086123
Good
Yes
Monthly
House
673
4,397
24
Female
1,312
Married
3
Master's
Employed
44.388624
Urban
Basic
0
7
745
9
2020-02-25 15:21:39.155231
Poor
Yes
Daily
House
111
4,398
59
Female
7,096
Single
0
High School
Self-Employed
15.069347
Suburban
Basic
0
2
689
8
2020-10-02 15:21:39.192212
Good
No
Daily
Condo
1,494
4,399
19
Female
7,032
Single
4
Bachelor's
Employed
28.959893
Rural
Basic
null
18
null
5
2023-09-04 15:21:39.279729
Poor
No
Daily
Condo
71