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
1,179,300
23
Male
47,927
null
0
High School
Employed
27.622141
Suburban
Comprehensive
3
14
347
7
2021-05-16 15:21:39.282785
Average
No
Daily
Condo
1,653
1,179,301
40
Female
16,582
Married
2
Bachelor's
Employed
22.753057
Urban
Comprehensive
3
17
519
8
2020-04-13 15:21:39.246098
Poor
No
Monthly
Apartment
25
1,179,302
62
Female
18,074
Divorced
2
Bachelor's
Self-Employed
5.566112
Suburban
Premium
1
0
766
6
2021-05-25 15:21:39.134960
Average
Yes
Weekly
Apartment
635
1,179,303
31
Male
12,071
Single
0
PhD
Employed
22.82426
Suburban
Premium
null
10
845
4
2020-07-06 15:21:39.086123
Poor
Yes
Monthly
Condo
3,227
1,179,304
49
Female
29,351
Married
3
Master's
null
10.937182
Urban
Premium
null
19
612
3
2024-02-01 15:21:39.246098
Good
No
Rarely
Condo
1,089
1,179,305
49
Female
5,912
Single
1
Master's
Unemployed
5.656736
Rural
Comprehensive
null
1
496
3
2024-05-26 15:21:39.194829
Good
No
Monthly
Apartment
1,393
1,179,306
59
Male
5,033
Married
0
High School
null
17.14465
Urban
Premium
2
6
569
7
2021-12-07 15:21:39.089116
Poor
No
Monthly
House
1,091
1,179,307
63
Male
4,437
Single
null
PhD
null
14.868182
Rural
Comprehensive
null
15
361
7
2020-06-09 15:21:39.100695
Poor
No
Monthly
Apartment
2,002
1,179,308
40
Male
63,016
Single
1
High School
Employed
16.97684
Urban
Premium
0
17
451
2
2019-12-30 15:21:39.175719
Good
No
Weekly
House
1,079
1,179,309
21
Male
124,038
Single
3
Master's
null
8.586614
Suburban
Basic
2
10
304
4
2024-05-08 15:21:39.172097
Good
Yes
Daily
Apartment
1,015
1,179,310
47
Male
47,713
Divorced
0
High School
Self-Employed
17.965667
Suburban
Comprehensive
2
11
null
6
2023-04-01 15:21:39.192212
Poor
Yes
Daily
Condo
2,371
1,179,311
57
Female
16,054
Divorced
null
High School
Self-Employed
33.377835
Rural
Comprehensive
1
7
623
3
2021-10-25 15:21:39.232526
null
No
Daily
Apartment
1,016
1,179,312
27
Female
19,281
Single
1
Bachelor's
Self-Employed
46.286684
Rural
Comprehensive
1
5
333
6
2023-08-02 15:21:39.103944
Good
Yes
Weekly
Apartment
2,621
1,179,313
20
Female
16,168
Married
3
High School
Unemployed
8.873388
Urban
Comprehensive
null
10
828
9
2020-10-12 15:21:39.081504
Poor
Yes
Weekly
Condo
35
1,179,314
43
Male
43,943
Single
2
PhD
null
25.451641
Suburban
Basic
0
15
797
6
2023-04-28 15:21:39.247098
Poor
No
Weekly
Condo
1,611
1,179,315
40
Female
30,873
Married
null
Bachelor's
Employed
41.456476
Suburban
Premium
2
19
null
6
2022-06-10 15:21:39.181605
Poor
Yes
Rarely
Condo
1,839
1,179,316
36
Male
15,858
Divorced
2
Master's
Unemployed
5.938668
Suburban
Premium
2
15
507
8
2023-09-27 15:21:39.086123
Poor
No
Daily
Apartment
1,259
1,179,317
24
Male
9,082
Single
1
PhD
Self-Employed
13.854379
Urban
Comprehensive
1
2
830
4
2022-03-18 15:21:39.168099
Average
Yes
Monthly
House
49
1,179,318
20
Male
40,593
Divorced
1
Bachelor's
Employed
39.427547
Rural
Premium
2
19
null
5
2022-10-30 15:21:39.237118
Poor
Yes
Weekly
House
2,289
1,179,319
44
Female
null
Married
0
High School
Unemployed
null
Suburban
Premium
0
4
427
8
2019-12-05 15:21:39.155231
Poor
Yes
Monthly
Condo
466
1,179,320
22
Female
14,245
Divorced
2
High School
Employed
24.268849
Urban
Basic
0
0
479
4
2022-08-15 15:21:39.155231
Good
No
Rarely
Condo
1,582
1,179,321
53
Female
665
Single
null
PhD
Employed
9.882401
Urban
Premium
2
5
742
7
2022-05-30 15:21:39.251142
Average
Yes
Rarely
Apartment
903
1,179,322
23
Female
5,816
Divorced
3
Bachelor's
null
15.594777
Suburban
Basic
null
14
335
6
2020-05-27 15:21:39.204790
Average
No
Monthly
Condo
1,193
1,179,323
63
Male
628
Single
null
High School
Self-Employed
null
Rural
Comprehensive
null
4
597
8
2021-10-13 15:21:39.257696
null
No
Weekly
Condo
20
1,179,324
45
Male
72,822
Married
3
Master's
Self-Employed
47.771671
Suburban
Comprehensive
0
8
438
2
2021-01-02 15:21:39.204790
Average
No
Daily
Apartment
964
1,179,325
44
Female
122,493
Single
3
High School
Employed
29.065755
Suburban
Comprehensive
1
18
391
3
2020-01-10 15:21:39.274993
Average
Yes
Weekly
House
2,366
1,179,326
34
Male
28,280
Single
0
PhD
Self-Employed
25.988608
Rural
Comprehensive
0
3
696
1
2022-12-13 15:21:39.155231
Good
No
Rarely
Condo
725
1,179,327
63
Female
20,585
Married
0
PhD
Unemployed
11.636732
Urban
Basic
null
19
510
9
2021-01-05 15:21:39.276901
Good
No
Rarely
Apartment
1,359
1,179,328
36
Female
4,878
Divorced
3
Bachelor's
null
15.804749
Suburban
Premium
1
9
807
4
2023-09-30 15:21:39.105504
Good
Yes
Weekly
Condo
20
1,179,329
60
Male
10,054
Married
0
Master's
null
35.564485
Suburban
Premium
0
11
659
2
2022-11-20 15:21:39.237118
Average
Yes
Monthly
House
748
1,179,330
34
Male
null
Divorced
1
PhD
Employed
46.929559
Suburban
Premium
2
5
368
5
2023-09-28 15:21:39.237118
Good
No
Rarely
Condo
338
1,179,331
38
Female
33,728
Married
4
PhD
Unemployed
24.746408
Rural
Basic
null
14
778
2
2022-03-29 15:21:39.107553
Good
Yes
Daily
Apartment
1,702
1,179,332
27
Male
114,786
Divorced
4
High School
Unemployed
null
Suburban
Basic
2
10
477
3
2022-04-26 15:21:39.213373
Good
No
Weekly
House
1,533
1,179,333
44
Male
45,652
Married
4
PhD
null
38.085427
Suburban
Basic
1
6
null
7
2019-11-24 15:21:39.261856
Poor
Yes
Rarely
Condo
1,602
1,179,334
40
Female
92,328
Divorced
0
PhD
Self-Employed
17.487312
Suburban
Basic
2
4
687
8
2024-06-13 15:21:39.237118
Average
Yes
Monthly
Condo
40
1,179,335
29
Female
57,842
Divorced
3
Master's
Unemployed
35.989844
Urban
Premium
2
4
null
8
2021-11-05 15:21:39.188220
Poor
Yes
Rarely
Condo
2,273
1,179,336
43
Male
26,708
Divorced
2
PhD
null
47.707618
Rural
Basic
0
10
388
1
2023-07-10 15:21:39.096739
Good
Yes
Weekly
Condo
1,604
1,179,337
52
Female
41,887
Single
2
Bachelor's
null
10.053202
Rural
Comprehensive
2
9
706
2
2024-06-12 15:21:39.237118
Poor
Yes
Daily
Condo
50
1,179,338
49
Female
29,803
Married
null
Master's
Employed
22.755861
Urban
Comprehensive
1
14
null
6
2023-06-16 15:21:39.287115
Good
No
Weekly
Condo
185
1,179,339
35
Female
40,252
Married
null
High School
Employed
37.98235
Suburban
Premium
0
11
528
2
2020-01-15 15:21:39.279729
Average
Yes
Monthly
Apartment
2,308
1,179,340
63
Female
123,840
Divorced
4
High School
null
20.236484
Rural
Premium
3
9
330
4
2023-06-17 15:21:39.171102
Average
Yes
Weekly
House
2,142
1,179,341
33
Female
18,300
Divorced
4
PhD
Employed
26.843019
Suburban
Comprehensive
2
17
571
5
2024-03-27 15:21:39.211806
Average
Yes
Monthly
House
1,311
1,179,342
28
Female
29,077
Married
2
Bachelor's
null
32.849391
Suburban
Basic
0
9
638
2
2020-05-05 15:21:39.134960
Good
Yes
Weekly
House
933
1,179,343
53
Female
141,293
Divorced
2
High School
Self-Employed
29.448328
Suburban
Premium
null
7
796
1
2021-01-22 15:21:39.237118
Poor
Yes
Monthly
Apartment
139
1,179,344
44
Female
25,791
Divorced
2
PhD
null
38.622686
Suburban
Basic
null
9
483
9
2021-03-30 15:21:39.288099
Poor
Yes
Daily
Apartment
1,712
1,179,345
null
Female
2,521
Single
3
Master's
Employed
23.958507
Rural
Premium
null
16
797
1
2020-07-04 15:21:39.134960
Average
No
Daily
Apartment
40
1,179,346
20
Male
27,891
Single
4
PhD
null
20.637486
Suburban
Comprehensive
1
8
589
4
2021-06-26 15:21:39.126661
Poor
Yes
Monthly
Apartment
748
1,179,347
51
Female
40,322
Divorced
1
Bachelor's
Employed
30.673398
Rural
Premium
null
13
535
1
2023-05-11 15:21:39.254678
Average
Yes
Monthly
House
1,117
1,179,348
null
Female
26,953
Married
1
Master's
null
7.93875
Suburban
Comprehensive
0
19
795
4
2020-07-20 15:21:39.274993
Poor
Yes
Monthly
Condo
1,586
1,179,349
36
Male
20,303
Married
0
PhD
Employed
34.822384
Suburban
Basic
0
12
519
1
2020-02-27 15:21:39.229482
Poor
No
Monthly
Apartment
997
1,179,350
32
Female
83,621
Single
4
PhD
Self-Employed
22.898342
Rural
Premium
1
12
708
9
2019-10-14 15:21:39.282785
Average
No
Daily
House
2,560
1,179,351
22
Male
4,963
Single
1
High School
Employed
23.35884
Rural
Premium
null
5
null
4
2023-10-06 15:21:39.100695
null
No
Rarely
Apartment
463
1,179,352
54
Female
1,460
Married
2
PhD
Unemployed
38.417526
Rural
Premium
3
4
713
9
2021-02-24 15:21:39.237118
null
No
Rarely
Condo
2,327
1,179,353
57
Male
39,061
Single
4
PhD
Employed
28.002927
Urban
Comprehensive
0
13
639
5
2021-02-08 15:21:39.257696
Poor
Yes
Monthly
House
524
1,179,354
57
Female
39,764
Divorced
1
PhD
null
null
Rural
Premium
1
14
749
4
2022-02-03 15:21:39.272456
Average
Yes
Weekly
Condo
1,232
1,179,355
44
Male
1,195
Married
null
Bachelor's
null
17.057577
Rural
Basic
null
8
null
7
2023-03-24 15:21:39.120168
null
Yes
Monthly
Apartment
649
1,179,356
56
Female
2,989
Divorced
0
High School
null
48.928794
Urban
Comprehensive
1
5
626
8
2020-09-01 15:21:39.093681
Good
No
Monthly
Apartment
130
1,179,357
31
Female
2,564
Married
null
Master's
Employed
23.830918
Rural
Comprehensive
1
12
353
9
2023-03-15 15:21:39.155231
Poor
No
Rarely
Apartment
491
1,179,358
43
Female
1,258
Divorced
0
PhD
Employed
null
Urban
Premium
null
16
517
7
2022-05-24 15:21:39.155231
Good
No
Daily
House
627
1,179,359
64
Female
94,044
Married
3
High School
null
28.791608
Rural
Premium
1
15
807
8
2019-11-29 15:21:39.134960
Good
No
Daily
Apartment
2,313
1,179,360
52
Male
618
Single
2
Bachelor's
Employed
7.986328
Urban
Comprehensive
2
19
677
1
2021-03-01 15:21:39.172097
Poor
Yes
Weekly
House
572
1,179,361
32
Male
16,069
Divorced
2
Master's
Unemployed
23.40657
Suburban
Basic
1
9
null
7
2021-04-17 15:21:39.155231
Good
Yes
Weekly
House
739
1,179,362
62
Female
52,454
Married
1
PhD
Self-Employed
51.811348
Rural
Comprehensive
1
6
null
8
2024-02-03 15:21:39.237118
Poor
Yes
Daily
Apartment
2,512
1,179,363
18
Female
16,101
Divorced
4
Bachelor's
null
14.82959
Suburban
Comprehensive
1
4
515
2
2020-05-20 15:21:39.098696
Average
Yes
Monthly
Condo
707
1,179,364
25
Male
712
Divorced
null
PhD
null
19.351748
Urban
Comprehensive
2
5
776
9
2020-11-14 15:21:39.237118
Average
Yes
Rarely
Apartment
476
1,179,365
62
Female
11,020
Single
2
High School
null
50.871363
Urban
Premium
1
11
644
6
2019-09-30 15:21:39.211806
Average
No
Monthly
Condo
121
1,179,366
20
Female
35,833
Divorced
0
Master's
null
46.171345
Rural
Comprehensive
null
1
531
5
2022-03-31 15:21:39.155231
Average
No
Monthly
Apartment
105
1,179,367
47
Male
54,791
Divorced
4
High School
Unemployed
31.091867
Suburban
Premium
null
3
649
3
2020-01-27 15:21:39.125660
Average
No
Monthly
Condo
151
1,179,368
61
Male
34,991
Single
2
Bachelor's
Self-Employed
7.241784
Suburban
Premium
0
16
556
9
2021-11-20 15:21:39.235012
Average
Yes
Monthly
Condo
1,246
1,179,369
44
Female
58,520
Single
2
Bachelor's
Self-Employed
12.147838
Rural
Comprehensive
1
5
513
4
2019-10-27 15:21:39.171102
Average
No
Monthly
Apartment
20
1,179,370
29
Male
43,881
Married
4
High School
Self-Employed
31.938166
Rural
Premium
3
10
328
8
2024-01-04 15:21:39.209847
Good
No
Weekly
Apartment
1,643
1,179,371
54
Male
15,294
Married
2
Bachelor's
Employed
13.938365
Urban
Premium
0
9
null
2
2023-12-27 15:21:39.194829
Average
Yes
Monthly
House
173
1,179,372
38
Male
122,216
Divorced
1
High School
Unemployed
7.814776
Suburban
Basic
1
0
495
1
2020-11-12 15:21:39.134960
Average
Yes
Monthly
Condo
2,356
1,179,373
36
Female
143,429
Single
1
Master's
Unemployed
44.991658
Rural
Basic
null
10
400
1
2019-09-02 15:21:39.126661
Poor
No
Rarely
House
756
1,179,374
51
Male
1,316
Single
2
Bachelor's
Unemployed
5.256778
Urban
Comprehensive
1
9
785
8
2020-10-09 15:21:39.094752
null
Yes
Daily
House
454
1,179,375
47
Male
20,597
Single
3
PhD
Employed
20.91265
Urban
Premium
2
4
511
8
2022-04-04 15:21:39.222387
Poor
No
Rarely
Condo
561
1,179,376
56
Female
46,317
Married
3
PhD
Unemployed
null
Rural
Basic
0
16
454
1
2021-05-14 15:21:39.124659
Average
Yes
Daily
Apartment
565
1,179,377
51
Male
58,185
Married
2
High School
Unemployed
27.938875
Suburban
Basic
null
0
324
7
2023-04-24 15:21:39.110557
Good
No
Daily
Apartment
542
1,179,378
58
Male
11,204
Single
null
Bachelor's
Employed
8.624258
Suburban
Basic
1
1
832
7
2020-07-28 15:21:39.279729
Poor
No
Weekly
House
857
1,179,379
44
Male
null
Married
3
Bachelor's
Employed
48.547282
Rural
Comprehensive
null
15
374
2
2022-09-16 15:21:39.223901
Average
No
Rarely
House
793
1,179,380
null
Male
1,011
Single
4
Master's
Self-Employed
12.843019
Rural
Comprehensive
1
13
525
8
2024-07-22 15:21:39.269494
Good
Yes
Monthly
Condo
306
1,179,381
34
Female
44,959
Divorced
1
Master's
null
50.845774
Urban
Comprehensive
2
11
657
1
2023-08-18 15:21:39.118178
Good
Yes
Rarely
Apartment
1,256
1,179,382
49
Male
837
Divorced
0
PhD
Employed
30.691886
Suburban
Comprehensive
2
3
543
1
2021-10-25 15:21:39.222387
Poor
Yes
Monthly
Condo
1,204
1,179,383
47
Female
23,347
Divorced
2
Bachelor's
Self-Employed
17.816051
Rural
Premium
0
2
576
7
2022-11-04 15:21:39.086123
Poor
No
Daily
House
596
1,179,384
56
Female
63,592
Single
2
Master's
null
21.869573
Urban
Comprehensive
1
11
583
9
2020-02-26 15:21:39.185215
null
No
Daily
Apartment
2,146
1,179,385
44
Male
29,093
Divorced
null
Bachelor's
null
33.829793
Rural
Comprehensive
null
15
484
4
2022-09-05 15:21:39.237118
Good
Yes
Daily
Apartment
518
1,179,386
47
Female
3,520
Married
4
Master's
null
9.064871
Suburban
Basic
2
16
641
8
2024-03-12 15:21:39.226954
Good
Yes
Daily
Apartment
528
1,179,387
52
Male
44,714
Married
4
Master's
Unemployed
15.923764
Urban
Comprehensive
1
5
639
1
2021-12-08 15:21:39.237118
Good
No
Monthly
House
992
1,179,388
46
Male
26,333
Married
3
High School
Unemployed
27.185911
Rural
Comprehensive
null
7
437
2
2022-05-23 15:21:39.155231
null
No
Daily
Apartment
1,434
1,179,389
59
Male
2,312
Married
null
Master's
null
9.181352
Suburban
Basic
1
11
499
9
2021-08-01 15:21:39.188220
Good
Yes
Weekly
House
1,673
1,179,390
21
Female
43,850
Divorced
1
PhD
Self-Employed
20.986442
Rural
Basic
null
0
626
5
2023-07-21 15:21:39.154008
Poor
Yes
Monthly
House
1,019
1,179,391
62
Male
3,096
Single
1
Bachelor's
null
null
Suburban
Comprehensive
1
15
677
8
2020-09-20 15:21:39.143708
Good
No
Weekly
Apartment
2,075
1,179,392
57
Female
15,556
null
null
Bachelor's
Employed
9.924121
Suburban
Comprehensive
1
10
372
7
2023-09-14 15:21:39.155231
Good
Yes
Daily
Apartment
437
1,179,393
47
Male
5,730
Single
4
PhD
Employed
5.819082
Rural
Basic
0
15
310
5
2024-06-06 15:21:39.102694
Good
Yes
Weekly
House
1,604
1,179,394
24
Male
null
Divorced
null
PhD
null
22.79287
Suburban
Comprehensive
0
19
361
9
2021-11-10 15:21:39.209847
Poor
Yes
Daily
Apartment
1,218
1,179,395
32
Female
1,823
Divorced
3
High School
null
33.141006
Rural
Premium
null
8
494
2
2020-08-30 15:21:39.154008
Poor
Yes
Daily
Apartment
1,584
1,179,396
28
Female
87,039
Divorced
3
Master's
Employed
null
Suburban
Basic
null
3
772
7
2023-03-18 15:21:39.231531
Poor
Yes
Rarely
Apartment
2,344
1,179,397
54
Male
91,555
Single
0
PhD
null
12.731017
Urban
Premium
null
1
455
5
2019-08-19 15:21:39.080440
Poor
No
Monthly
Condo
3,550
1,179,398
40
Male
15,984
Single
4
Bachelor's
Self-Employed
22.591226
Suburban
Basic
0
3
332
6
2020-11-05 15:21:39.233998
Poor
No
Rarely
Apartment
40
1,179,399
31
Male
39,764
Divorced
1
High School
Employed
null
Rural
Basic
3
3
null
3
2020-11-04 15:21:39.155231
Good
Yes
Monthly
Apartment
614