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
36,300
48
Female
13,791
Divorced
0
PhD
null
44.92943
Suburban
Basic
null
17
727
7
2024-03-13 15:21:39.194829
Average
No
Rarely
House
471
36,301
20
Male
31,003
Divorced
1
Master's
Self-Employed
12.088551
Suburban
Comprehensive
null
16
667
4
2022-01-25 15:21:39.168099
Poor
Yes
Monthly
Apartment
2,229
36,302
61
Male
57,873
Single
3
PhD
Self-Employed
44.359822
Urban
Comprehensive
null
6
669
6
2022-07-26 15:21:39.149731
Poor
Yes
Rarely
Condo
119
36,303
60
Female
12,053
Married
3
Bachelor's
Employed
35.705927
Urban
Premium
null
4
null
1
2020-09-20 15:21:39.204000
Good
No
Weekly
House
531
36,304
64
Female
8,835
Married
2
Master's
null
16.939804
Suburban
Premium
2
17
825
1
2020-07-16 15:21:39.086123
Good
Yes
Rarely
Condo
102
36,305
25
Female
26,080
Divorced
3
Master's
Unemployed
29.656853
Urban
Comprehensive
0
15
436
4
2021-12-03 15:21:39.189223
Good
No
Monthly
Condo
878
36,306
62
Female
9,087
Single
1
Master's
Unemployed
17.39334
Rural
Basic
null
3
null
3
2022-04-11 15:21:39.190215
Good
Yes
Daily
Condo
498
36,307
59
Male
62,400
Married
null
Bachelor's
Employed
17.292559
Suburban
Basic
2
13
572
4
2022-09-25 15:21:39.187211
Average
Yes
Daily
House
112
36,308
33
Female
11,580
Married
0
Master's
null
19.072672
Urban
Premium
2
4
776
8
2021-12-08 15:21:39.181605
Poor
Yes
Monthly
House
1,057
36,309
21
Female
29,061
Divorced
4
High School
null
18.723129
Suburban
Premium
null
5
431
8
2020-04-30 15:21:39.283783
Good
Yes
Weekly
House
755
36,310
61
Female
10,335
Single
3
Master's
Unemployed
11.699868
Urban
Premium
0
10
764
1
2021-01-11 15:21:39.279729
Average
No
Weekly
Apartment
1,028
36,311
57
Female
1,388
Married
2
Master's
null
25.602087
Urban
Basic
3
14
367
8
2023-10-03 15:21:39.102694
null
No
Monthly
House
23
36,312
30
Female
41,876
Single
0
Master's
Self-Employed
16.398024
Urban
Comprehensive
0
10
628
5
2020-06-22 15:21:39.092127
Average
No
Daily
Apartment
817
36,313
47
Female
46,991
Divorced
null
PhD
Unemployed
37.152801
Urban
Premium
null
13
807
5
2020-07-18 15:21:39.155231
null
Yes
Weekly
Condo
2,094
36,314
26
Female
34,642
Single
4
High School
Unemployed
29.738672
Suburban
Premium
1
12
727
1
2022-04-02 15:21:39.264504
Good
No
Daily
Condo
36
36,315
60
Female
28,215
Married
0
Master's
null
17.868963
Rural
Premium
null
5
null
4
2021-12-13 15:21:39.286113
Good
Yes
Weekly
Condo
382
36,316
54
Male
45,348
Married
4
Bachelor's
Unemployed
35.711773
Urban
Comprehensive
1
6
439
2
2023-10-02 15:21:39.118178
Poor
Yes
Monthly
Condo
2,948
36,317
19
Male
37,149
Divorced
1
Bachelor's
null
16.281829
Rural
Premium
2
10
470
3
2021-11-20 15:21:39.179186
Poor
Yes
Rarely
House
29
36,318
62
Male
56,487
Divorced
0
PhD
Self-Employed
22.46698
Suburban
Basic
null
18
379
5
2024-02-18 15:21:39.194829
Good
No
Daily
House
1,101
36,319
27
Male
74,653
null
4
Master's
Unemployed
29.983069
Suburban
Comprehensive
2
8
670
9
2022-03-18 15:21:39.253660
Average
No
Daily
Apartment
101
36,320
30
Male
16,891
Single
1
High School
null
39.590816
Urban
Comprehensive
null
11
703
9
2023-04-28 15:21:39.174719
Poor
Yes
Rarely
Condo
1,326
36,321
18
Male
23,018
Divorced
4
High School
Unemployed
23.055049
Rural
Premium
null
16
719
8
2021-03-16 15:21:39.155231
Poor
Yes
Rarely
House
1,036
36,322
44
Female
16,274
Married
null
Bachelor's
Employed
17.270726
Rural
Basic
null
5
802
6
2024-03-08 15:21:39.261856
Average
No
Rarely
Apartment
3,996
36,323
39
Male
25,571
Single
1
Bachelor's
Employed
17.990529
Suburban
Basic
1
0
482
2
2023-07-09 15:21:39.107553
Average
Yes
Rarely
Condo
1,136
36,324
38
Male
16,084
Married
1
Master's
null
36.159958
Suburban
Comprehensive
2
19
771
9
2024-07-29 15:21:39.155231
Good
No
Daily
House
1,313
36,325
53
Male
16,123
Single
4
Bachelor's
Self-Employed
37.068228
Rural
Comprehensive
null
12
595
1
2020-04-03 15:21:39.214388
Poor
Yes
Weekly
Apartment
983
36,326
63
Female
5,097
Divorced
0
PhD
Employed
38.830845
Suburban
Comprehensive
1
14
433
6
2021-10-07 15:21:39.214388
Poor
No
Daily
Condo
722
36,327
56
Female
45,883
Married
2
Bachelor's
null
35.263057
Urban
Basic
2
8
305
1
2020-08-08 15:21:39.144722
Average
Yes
Weekly
Apartment
581
36,328
35
Female
12,962
Married
1
PhD
Unemployed
39.140129
Urban
Premium
null
1
null
8
2020-08-22 15:21:39.273973
Average
No
Daily
Condo
1,363
36,329
48
Male
2,778
Divorced
4
PhD
Employed
null
Rural
Comprehensive
null
13
677
6
2019-09-11 15:21:39.180553
Poor
Yes
Monthly
Apartment
536
36,330
54
Male
1,727
Married
4
PhD
Self-Employed
41.177834
Urban
Basic
3
1
780
1
2024-04-16 15:21:39.211806
Average
No
Daily
House
1,469
36,331
23
Male
2,494
Divorced
3
Master's
Employed
5.849276
Rural
Basic
0
12
384
7
2020-03-01 15:21:39.126661
Average
Yes
Weekly
Apartment
2,488
36,332
58
Female
6,958
null
3
High School
null
38.683546
Urban
Premium
1
19
387
7
2022-08-08 15:21:39.082499
Average
Yes
Rarely
Condo
1,031
36,333
37
Female
44,771
Single
4
High School
Unemployed
11.817257
Suburban
Premium
null
10
665
5
2023-04-02 15:21:39.151732
null
No
Rarely
Apartment
1,085
36,334
56
Female
14,355
Married
1
High School
Employed
12.18806
Suburban
Comprehensive
0
0
496
4
2020-09-13 15:21:39.261856
Average
Yes
Monthly
Apartment
385
36,335
36
Female
6,832
Married
4
Bachelor's
Unemployed
34.129819
Urban
Premium
0
0
585
3
2021-07-10 15:21:39.155231
Average
Yes
Rarely
Apartment
1,163
36,336
23
Female
16,761
Divorced
1
Master's
null
44.448327
Suburban
Premium
0
1
674
2
2019-08-29 15:21:39.154008
Average
Yes
Daily
Apartment
830
36,337
54
Female
43,787
Divorced
3
PhD
Employed
null
Suburban
Comprehensive
0
7
801
4
2022-02-07 15:21:39.186212
Average
No
Weekly
Apartment
594
36,338
38
Female
18,293
Divorced
0
Master's
Self-Employed
29.633228
Rural
Premium
0
15
730
8
2022-01-11 15:21:39.188220
Average
Yes
Weekly
Condo
105
36,339
53
Male
102,963
Single
3
Master's
Unemployed
6.917349
Suburban
Premium
null
19
439
8
2022-05-28 15:21:39.245086
Average
Yes
Weekly
Apartment
456
36,340
54
Female
52,457
Divorced
null
Bachelor's
null
20.823688
Rural
Comprehensive
1
2
616
3
2019-09-05 15:21:39.247098
Average
Yes
Monthly
Condo
337
36,341
61
Female
25,394
Single
4
PhD
Employed
24.51584
Suburban
Comprehensive
1
10
null
7
2023-12-27 15:21:39.110557
Good
Yes
Weekly
Apartment
110
36,342
52
Female
43,921
Single
3
High School
null
19.593676
Urban
Basic
1
7
578
3
2020-10-02 15:21:39.147735
Good
Yes
Monthly
Apartment
1,266
36,343
30
Male
3,978
Single
2
PhD
Self-Employed
32.071813
Suburban
Basic
0
14
314
3
2022-02-11 15:21:39.237118
Average
No
Weekly
House
1,012
36,344
56
Female
1,238
Married
4
Bachelor's
null
null
Urban
Comprehensive
0
5
592
4
2021-01-21 15:21:39.264504
Average
Yes
Rarely
House
476
36,345
40
Male
45,901
Divorced
2
Bachelor's
Self-Employed
7.064694
Urban
Premium
0
3
526
3
2021-02-11 15:21:39.176717
Average
Yes
Monthly
House
2,145
36,346
63
Female
30,903
null
null
Master's
Self-Employed
12.639285
Urban
Basic
3
10
675
3
2019-12-30 15:21:39.282785
Good
No
Rarely
Apartment
49
36,347
57
Male
25,133
Divorced
1
PhD
Self-Employed
18.782618
Urban
Premium
null
17
757
5
2020-03-18 15:21:39.276901
Average
Yes
Daily
House
1,295
36,348
37
Female
null
Married
1
Master's
Employed
24.202325
Suburban
Basic
1
3
351
1
2024-02-28 15:21:39.134960
Average
Yes
Weekly
Apartment
1,135
36,349
27
Female
23,140
Single
null
High School
Self-Employed
23.678974
Rural
Premium
0
19
494
5
2023-07-14 15:21:39.207847
Average
Yes
Rarely
House
667
36,350
53
Male
20,417
Married
3
Bachelor's
Employed
29.417024
Suburban
Basic
2
0
668
8
2020-10-14 15:21:39.267454
Poor
No
Rarely
Apartment
77
36,351
63
Female
6,769
Divorced
0
High School
Employed
33.788632
Rural
Premium
0
5
567
5
2023-10-01 15:21:39.132191
Average
Yes
Weekly
Condo
915
36,352
44
Male
46,354
Married
2
Bachelor's
Unemployed
33.976258
Suburban
Premium
0
3
511
8
2020-10-04 15:21:39.194829
Average
No
Rarely
Condo
1,139
36,353
null
Male
8,824
null
1
High School
null
51.927889
Urban
Comprehensive
null
18
null
1
2021-03-30 15:21:39.279729
Poor
No
Rarely
Apartment
559
36,354
30
Female
4,747
Single
4
High School
Employed
11.543643
Rural
Basic
null
4
467
7
2023-11-12 15:21:39.134960
Average
Yes
Daily
House
526
36,355
59
Male
87,500
Divorced
0
High School
null
45.746703
Suburban
Basic
0
6
null
7
2024-02-05 15:21:39.102694
Poor
Yes
Daily
House
40
36,356
52
Male
4,866
Single
0
High School
Employed
10.677083
Urban
Comprehensive
2
15
785
1
2020-10-10 15:21:39.176717
Average
Yes
Rarely
Condo
1,005
36,357
22
Female
45,674
Single
3
PhD
Unemployed
22.77788
Urban
Premium
1
17
535
7
2020-08-01 15:21:39.134960
Good
No
Monthly
Condo
442
36,358
44
Female
91,478
Married
0
Master's
Unemployed
21.624554
Rural
Comprehensive
0
1
765
9
2020-10-17 15:21:39.164044
Average
No
Weekly
Apartment
233
36,359
28
Male
23,981
Married
null
Master's
Employed
9.502268
Rural
Comprehensive
null
5
434
1
2023-01-30 15:21:39.155231
Poor
No
Daily
Condo
1,022
36,360
32
Female
44,816
Married
null
Bachelor's
Employed
37.145544
Suburban
Comprehensive
1
8
480
6
2023-05-06 15:21:39.188220
Poor
No
Monthly
Apartment
265
36,361
34
Male
4,874
Divorced
null
High School
Self-Employed
null
Suburban
Basic
1
3
466
8
2020-02-16 15:21:39.226954
Poor
No
Rarely
Apartment
1,252
36,362
20
Male
72,234
Divorced
2
Bachelor's
null
20.985507
Rural
Comprehensive
null
3
581
9
2019-09-07 15:21:39.254678
Poor
No
Daily
Apartment
1,875
36,363
26
Male
734
Married
0
PhD
Unemployed
33.07917
Urban
Comprehensive
1
11
492
6
2020-07-03 15:21:39.087123
Poor
No
Weekly
Condo
3,340
36,364
23
Male
28,982
Married
2
PhD
Employed
17.518025
Rural
Premium
null
10
464
7
2019-09-13 15:21:39.081504
Poor
Yes
Monthly
Apartment
869
36,365
60
Male
43,797
Single
3
Bachelor's
Employed
15.839543
Rural
Premium
0
14
null
4
2022-05-10 15:21:39.247098
Good
No
Monthly
Condo
472
36,366
64
Female
22,095
Single
2
PhD
Self-Employed
17.503066
Rural
Premium
1
3
673
5
2024-01-09 15:21:39.174719
Average
Yes
Daily
House
3,381
36,367
49
Male
25,170
Single
2
PhD
Unemployed
40.778376
Rural
Premium
1
12
583
1
2021-08-01 15:21:39.172097
Good
Yes
Rarely
House
1,133
36,368
40
Female
81,554
Married
3
PhD
Unemployed
25.664713
Suburban
Comprehensive
null
9
369
6
2022-01-14 15:21:39.181605
Poor
No
Rarely
Condo
1,139
36,369
54
Female
43,460
Divorced
1
Master's
Unemployed
8.702538
Urban
Comprehensive
null
5
783
5
2021-01-17 15:21:39.132191
Poor
No
Daily
Condo
738
36,370
58
Female
38,729
Married
1
Master's
null
16.290976
Rural
Comprehensive
null
6
644
5
2023-02-03 15:21:39.237118
Poor
No
Monthly
House
1,744
36,371
18
Female
47,329
Single
3
PhD
null
21.412823
Suburban
Premium
1
8
519
8
2019-12-30 15:21:39.235012
Good
Yes
Daily
House
404
36,372
35
Male
5,881
Married
0
Master's
Self-Employed
24.83785
Urban
Premium
1
6
518
1
2024-03-24 15:21:39.147735
Average
No
Rarely
Condo
543
36,373
48
Male
12,387
Single
4
Master's
Self-Employed
23.854224
Rural
Comprehensive
0
4
708
7
2022-11-13 15:21:39.274993
Poor
No
Weekly
Apartment
2,274
36,374
49
Male
5,068
Married
2
PhD
Employed
37.845353
Rural
Basic
0
7
833
3
2023-02-16 15:21:39.170099
Poor
No
Monthly
Apartment
577
36,375
49
Female
6,058
Single
3
PhD
Employed
37.829399
Suburban
Comprehensive
2
4
672
8
2022-07-18 15:21:39.126661
Average
No
Rarely
Condo
717
36,376
43
Female
41,952
Married
4
Bachelor's
null
25.817274
Suburban
Comprehensive
0
15
628
1
2023-07-23 15:21:39.150730
Poor
No
Weekly
Condo
202
36,377
24
Female
28,706
Single
null
Bachelor's
Unemployed
32.814096
Urban
Comprehensive
null
19
696
2
2021-06-24 15:21:39.105504
Average
Yes
Monthly
Apartment
471
36,378
20
Male
4,439
Divorced
2
Bachelor's
Unemployed
6.638949
Rural
Basic
0
14
471
4
2023-09-07 15:21:39.155231
Average
Yes
Daily
House
1,004
36,379
39
Female
8,054
Married
4
PhD
Self-Employed
19.057923
Rural
Premium
null
3
522
4
2023-08-18 15:21:39.226954
Poor
No
Rarely
Apartment
1,115
36,380
29
Male
16,448
Divorced
3
Master's
Employed
36.814522
Suburban
Comprehensive
null
1
null
5
2022-07-09 15:21:39.144722
Good
No
Monthly
House
925
36,381
34
Male
3,694
Single
2
PhD
null
25.5664
Suburban
Comprehensive
null
7
797
9
2024-03-19 15:21:39.270454
Good
No
Monthly
Condo
2,233
36,382
39
Female
2,361
Divorced
0
Bachelor's
Employed
50.46684
Suburban
Premium
0
13
744
5
2023-12-30 15:21:39.276901
Good
No
Rarely
House
2,593
36,383
56
Male
18,082
Divorced
1
High School
Unemployed
16.904222
Suburban
Premium
2
16
529
3
2023-04-26 15:21:39.133866
Average
No
Rarely
Condo
1,246
36,384
53
Female
null
Divorced
4
Bachelor's
Self-Employed
20.336849
Rural
Premium
0
16
387
5
2019-09-04 15:21:39.172097
Good
Yes
Rarely
House
2,031
36,385
43
Male
1,324
Married
2
Bachelor's
Employed
48.086933
Rural
Basic
null
7
null
6
2022-03-02 15:21:39.219432
Average
No
Daily
House
155
36,386
52
Female
10,100
Single
2
High School
null
11.926295
Urban
Comprehensive
0
7
622
7
2020-09-24 15:21:39.222387
Poor
No
Weekly
House
826
36,387
52
Female
6,671
Married
4
Bachelor's
null
21.957398
Rural
Comprehensive
0
13
677
4
2021-09-16 15:21:39.267454
Good
Yes
Monthly
House
1,657
36,388
40
Male
55,437
Divorced
0
PhD
Employed
10.64895
Urban
Basic
null
14
341
3
2019-09-18 15:21:39.167099
Average
Yes
Rarely
Apartment
511
36,389
27
Female
29,310
Divorced
1
PhD
Employed
23.018845
Rural
Basic
null
12
407
3
2023-11-10 15:21:39.130190
Average
No
Daily
House
823
36,390
24
Female
null
Married
2
Master's
Self-Employed
40.381827
Rural
Premium
3
16
431
3
2024-02-19 15:21:39.192212
Average
No
Daily
House
1,247
36,391
30
Male
23,708
Single
2
Master's
Employed
26.072989
Suburban
Basic
1
9
830
6
2023-10-21 15:21:39.093681
Good
Yes
Daily
House
519
36,392
25
Male
6,071
Single
2
High School
Employed
37.719473
Suburban
Basic
1
11
622
7
2024-03-04 15:21:39.283783
Average
Yes
Monthly
House
493
36,393
46
Female
5,094
Divorced
0
Master's
Employed
16.844258
Urban
Basic
null
2
300
1
2020-05-10 15:21:39.271453
Average
No
Rarely
House
2,949
36,394
49
Female
3,563
Single
4
High School
null
20.182767
Suburban
Basic
2
17
678
6
2024-07-06 15:21:39.134960
Average
No
Weekly
Condo
439
36,395
60
Male
68,503
Divorced
2
PhD
Unemployed
27.879672
Rural
Premium
3
2
496
1
2024-06-17 15:21:39.107553
Good
No
Weekly
House
647
36,396
60
Male
4,156
Single
0
Bachelor's
null
13.812055
Urban
Premium
2
17
null
4
2021-01-14 15:21:39.174719
Average
Yes
Rarely
Condo
821
36,397
55
Male
11,166
Married
1
PhD
Employed
9.935128
Urban
Basic
1
1
null
6
2023-01-31 15:21:39.237118
Average
No
Rarely
House
306
36,398
18
Female
5,817
Single
3
Master's
Unemployed
41.990974
Suburban
Basic
1
1
674
6
2024-04-19 15:21:39.172097
Poor
Yes
Monthly
Apartment
1,194
36,399
53
Male
968
Single
2
Bachelor's
Unemployed
49.926116
Urban
Basic
null
10
689
4
2020-08-05 15:21:39.134960
Poor
Yes
Rarely
House
24