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
48,300
53
Male
17,077
Divorced
4
Master's
null
24.94329
Urban
Premium
1
13
538
5
2021-04-30 15:21:39.257696
Good
No
Monthly
Condo
619
48,301
null
Male
909
Divorced
3
Master's
null
21.966504
Suburban
Comprehensive
null
3
622
7
2020-02-16 15:21:39.134960
Poor
No
Daily
Apartment
1,845
48,302
26
Male
3,240
Married
2
Master's
Unemployed
13.771266
Urban
Premium
1
18
596
2
2019-09-22 15:21:39.261856
Average
No
Monthly
Apartment
2,228
48,303
25
Female
46,670
Single
4
High School
Self-Employed
25.279921
Urban
Premium
1
14
318
9
2021-10-04 15:21:39.208842
Poor
Yes
Weekly
House
805
48,304
26
Female
null
Married
3
High School
Self-Employed
30.908009
Rural
Premium
0
18
null
5
2020-06-10 15:21:39.229482
Good
Yes
Daily
Apartment
117
48,305
54
Male
62,695
Single
1
High School
Unemployed
49.838014
Rural
Premium
0
3
null
1
2024-02-28 15:21:39.207847
Average
Yes
Monthly
House
4,534
48,306
20
Female
4,820
Single
4
Bachelor's
Employed
48.583301
Rural
Comprehensive
null
12
502
9
2022-02-16 15:21:39.112553
Good
No
Weekly
Apartment
1,461
48,307
64
Female
43,973
Single
4
Master's
null
16.242242
Urban
Basic
null
2
null
1
2024-06-01 15:21:39.276901
Poor
No
Monthly
Condo
60
48,308
39
Female
4,400
Married
4
High School
Employed
5.331702
Rural
Comprehensive
1
8
444
1
2020-07-01 15:21:39.134960
Poor
Yes
Daily
Condo
2,349
48,309
34
Female
1,265
Divorced
3
High School
null
null
Urban
Comprehensive
1
4
541
1
2023-07-28 15:21:39.237118
Good
Yes
Daily
Condo
728
48,310
44
Female
24,372
Married
null
High School
null
12.49192
Suburban
Premium
null
13
376
4
2023-01-02 15:21:39.224915
Poor
Yes
Monthly
Condo
1,528
48,311
38
Male
12,897
Married
3
PhD
Self-Employed
36.08681
Urban
Comprehensive
0
3
807
1
2023-04-03 15:21:39.085129
Average
Yes
Daily
House
2,188
48,312
44
Female
8,800
Married
3
PhD
Unemployed
34.812073
Urban
Premium
1
1
744
7
2020-08-01 15:21:39.134960
Average
No
Daily
Apartment
1,399
48,313
60
Male
1,540
Married
0
High School
Self-Employed
28.174549
Urban
Premium
1
11
516
9
2023-12-05 15:21:39.185215
Good
No
Monthly
Condo
3,718
48,314
56
Female
2,383
Divorced
4
Master's
Self-Employed
11.622105
Suburban
Basic
1
15
723
3
2020-05-17 15:21:39.093681
Poor
No
Rarely
House
154
48,315
30
Male
28,982
Divorced
3
PhD
Self-Employed
40.955507
Suburban
Basic
1
12
766
4
2022-12-27 15:21:39.096739
Poor
Yes
Monthly
House
2,545
48,316
26
Male
20,389
Single
1
High School
Self-Employed
24.81327
Suburban
Premium
null
14
737
4
2020-08-21 15:21:39.123711
Good
No
Daily
Condo
1,001
48,317
24
Male
22,805
Divorced
0
Master's
Employed
10.839288
Urban
Comprehensive
0
10
778
5
2020-07-02 15:21:39.155231
Average
No
Weekly
House
303
48,318
18
Female
1,088
Married
2
PhD
Self-Employed
20.893817
Rural
Basic
0
3
689
4
2023-05-20 15:21:39.259788
Average
Yes
Rarely
House
23
48,319
60
Female
25,894
Married
3
Bachelor's
null
9.332316
Suburban
Premium
null
5
782
9
2023-01-28 15:21:39.155231
Good
Yes
Rarely
Apartment
1,674
48,320
64
Male
60,593
Divorced
0
PhD
null
19.391836
Rural
Premium
0
10
328
5
2023-11-07 15:21:39.259788
null
Yes
Monthly
House
1,838
48,321
37
Male
46,346
Divorced
2
Master's
Employed
22.574629
Urban
Basic
null
12
719
2
2023-02-22 15:21:39.155231
Good
No
Rarely
House
1,018
48,322
55
Male
15,603
Single
0
High School
Employed
43.186527
Urban
Basic
2
2
676
6
2021-07-20 15:21:39.184157
Average
Yes
Monthly
House
4,522
48,323
52
Male
1,087
Married
0
Master's
Self-Employed
36.769804
Suburban
Basic
0
3
694
6
2019-10-30 15:21:39.122134
null
Yes
Rarely
Apartment
1,040
48,324
20
Male
43,856
Single
4
Master's
null
12.838015
Suburban
Basic
null
4
767
5
2023-03-23 15:21:39.283783
Good
No
Monthly
Apartment
2,104
48,325
60
Female
47,356
Single
1
High School
Self-Employed
32.058983
Urban
Basic
0
4
402
4
2021-02-09 15:21:39.211806
Poor
No
Monthly
House
1,918
48,326
19
Female
16,056
Single
4
High School
Unemployed
37.774722
Suburban
Premium
null
1
null
7
2024-02-01 15:21:39.274993
Average
Yes
Rarely
Apartment
1,257
48,327
52
Female
56,583
Divorced
null
PhD
Self-Employed
25.295954
Suburban
Basic
2
18
692
3
2020-11-16 15:21:39.134960
Poor
No
Weekly
House
2,216
48,328
37
Male
9,702
Married
1
Master's
null
20.492203
Suburban
Comprehensive
2
6
701
7
2022-11-23 15:21:39.188220
Average
No
Rarely
Condo
573
48,329
29
Female
9,357
Married
2
High School
Employed
18.50187
Rural
Premium
null
8
584
1
2022-04-05 15:21:39.151732
Average
No
Rarely
House
1,287
48,330
51
Female
857
Married
0
High School
null
27.717572
Suburban
Premium
null
0
694
8
2020-04-18 15:21:39.134960
Good
Yes
Monthly
House
29
48,331
58
Male
80,471
Married
1
PhD
Unemployed
17.812497
Urban
Basic
0
6
652
9
2022-02-24 15:21:39.084065
Good
No
Weekly
House
125
48,332
34
Female
23,470
Divorced
1
PhD
Employed
7.457082
Urban
Premium
null
15
494
5
2024-02-23 15:21:39.190215
Average
Yes
Daily
House
2,793
48,333
39
Male
8,054
Single
null
PhD
Self-Employed
18.394512
Urban
Basic
2
2
694
4
2023-11-07 15:21:39.091080
Average
Yes
Rarely
Apartment
508
48,334
33
Female
74,962
Married
2
High School
Employed
7.466819
Urban
Basic
0
1
687
2
2022-02-15 15:21:39.155231
Average
Yes
Monthly
Apartment
381
48,335
48
Male
81,642
Married
null
Bachelor's
Employed
8.547842
Urban
Comprehensive
0
1
null
9
2019-12-24 15:21:39.082499
Poor
Yes
Rarely
Condo
394
48,336
64
Female
9,981
Married
2
Master's
null
41.593157
Rural
Basic
2
1
744
7
2020-09-02 15:21:39.155231
Poor
No
Daily
Apartment
916
48,337
33
Female
28,291
Divorced
0
Master's
null
13.293752
Rural
Premium
null
10
567
5
2023-11-19 15:21:39.287115
Poor
Yes
Weekly
Condo
65
48,338
52
Female
11,814
Married
1
High School
null
25.047833
Suburban
Basic
null
12
556
9
2021-03-19 15:21:39.175719
Poor
No
Monthly
House
518
48,339
19
Female
91,860
Divorced
1
Master's
null
5.35677
Rural
Basic
null
12
409
5
2020-05-31 15:21:39.236064
Good
Yes
Monthly
House
2,051
48,340
55
Female
30,462
Single
0
Master's
Employed
45.594741
Urban
Premium
2
8
661
7
2022-10-03 15:21:39.237118
Poor
Yes
Monthly
House
832
48,341
32
Female
17,076
Married
0
Master's
null
5.753048
Urban
Basic
1
4
771
1
2020-04-20 15:21:39.117183
Good
Yes
Weekly
Apartment
2,069
48,342
45
Male
54,810
Married
0
Master's
null
9.539101
Rural
Comprehensive
0
14
356
8
2020-06-24 15:21:39.134960
Poor
Yes
Daily
House
719
48,343
36
Male
44,636
Divorced
4
High School
null
16.140905
Suburban
Basic
null
14
552
6
2022-04-11 15:21:39.155231
Poor
No
Weekly
House
913
48,344
55
Male
10,015
Married
null
Master's
Unemployed
15.065138
Suburban
Basic
0
15
null
6
2022-03-26 15:21:39.193769
Poor
Yes
Weekly
Apartment
1,357
48,345
29
Male
43,478
Divorced
0
High School
null
19.952986
Urban
Comprehensive
1
14
767
4
2020-05-07 15:21:39.237118
Poor
No
Weekly
House
181
48,346
30
Male
27,971
Married
4
Bachelor's
Employed
24.487897
Rural
Premium
1
17
835
9
2023-01-23 15:21:39.095696
Poor
Yes
Rarely
Apartment
932
48,347
53
Female
44,869
Single
2
PhD
null
25.678865
Rural
Basic
2
2
824
4
2023-01-11 15:21:39.261856
Average
No
Daily
Apartment
2,116
48,348
54
Male
4,437
Divorced
2
Bachelor's
Self-Employed
32.933839
Urban
Comprehensive
0
9
692
5
2023-08-15 15:21:39.155231
null
No
Daily
Apartment
101
48,349
42
Male
29,055
Single
0
PhD
Unemployed
25.814309
Suburban
Premium
null
3
519
2
2022-05-02 15:21:39.134960
Good
Yes
Weekly
Condo
447
48,350
33
Male
33,803
Divorced
1
Master's
null
15.322925
Suburban
Comprehensive
0
8
828
7
2019-09-28 15:21:39.155231
Poor
No
Weekly
House
130
48,351
29
Male
2,890
Married
2
PhD
Self-Employed
24.958593
Rural
Basic
null
10
727
7
2023-10-30 15:21:39.273973
Poor
Yes
Monthly
Condo
2,023
48,352
32
Female
10,984
Married
1
PhD
null
42.787635
Suburban
Premium
0
5
827
3
2020-03-23 15:21:39.222387
Poor
Yes
Rarely
House
583
48,353
24
Female
43,571
Married
0
High School
Unemployed
5.133544
Suburban
Basic
1
6
799
1
2023-08-25 15:21:39.237118
Good
No
Weekly
Apartment
649
48,354
24
Female
65,221
Married
null
Master's
Employed
48.129418
Urban
Premium
2
11
328
1
2022-03-29 15:21:39.276901
Good
No
Rarely
Apartment
1,631
48,355
21
Female
21,090
Single
4
High School
Unemployed
52.891324
Rural
Premium
0
4
null
1
2021-11-12 15:21:39.194829
Good
No
Rarely
Condo
688
48,356
19
Female
27,478
Divorced
2
Master's
null
26.86914
Rural
Comprehensive
1
7
591
2
2023-03-28 15:21:39.155231
null
Yes
Daily
Condo
726
48,357
23
Female
94,576
Single
null
High School
Unemployed
23.353374
Suburban
Basic
3
17
310
8
2019-11-17 15:21:39.155231
Good
Yes
Daily
Apartment
806
48,358
36
Female
14,094
Single
0
PhD
Unemployed
16.368325
Urban
Comprehensive
0
15
409
9
2023-11-09 15:21:39.237118
Poor
Yes
Rarely
Condo
860
48,359
26
Male
24,351
Single
4
Bachelor's
Self-Employed
30.988687
Rural
Premium
2
11
328
3
2023-03-19 15:21:39.144722
Average
Yes
Weekly
Apartment
1,461
48,360
60
Male
13,953
Single
null
Master's
Unemployed
8.893968
Rural
Comprehensive
0
12
323
9
2020-11-16 15:21:39.134960
Good
No
Rarely
Condo
2,616
48,361
36
Female
71,434
Single
1
High School
Employed
20.6081
Urban
Basic
null
12
null
9
2019-11-23 15:21:39.280784
Average
Yes
Monthly
Condo
355
48,362
49
Male
28,297
Divorced
4
High School
Unemployed
41.038968
Urban
Comprehensive
null
12
795
5
2022-01-06 15:21:39.148733
Good
No
Daily
Apartment
2,345
48,363
60
Female
69,974
Single
4
High School
Self-Employed
null
Urban
Comprehensive
1
14
468
5
2021-08-31 15:21:39.171102
Poor
Yes
Rarely
Condo
678
48,364
21
Male
17,097
Divorced
3
PhD
Self-Employed
8.838446
Rural
Basic
null
13
758
4
2022-10-09 15:21:39.191219
Good
No
Daily
Apartment
1,620
48,365
55
Female
4,086
Divorced
4
Master's
Employed
47.363594
Urban
Comprehensive
2
12
816
1
2024-05-19 15:21:39.271453
null
Yes
Rarely
Condo
38
48,366
56
Male
131,895
Divorced
3
Master's
Unemployed
17.175086
Urban
Premium
0
1
658
4
2019-10-14 15:21:39.125660
Good
No
Rarely
House
3,420
48,367
26
Female
105,569
Married
4
Bachelor's
null
29.577639
Urban
Basic
1
19
386
1
2024-03-28 15:21:39.270454
Average
No
Daily
Condo
27
48,368
26
Female
960
Divorced
3
High School
Self-Employed
19.76412
Rural
Premium
1
18
548
2
2023-09-30 15:21:39.088124
Poor
No
Monthly
Condo
294
48,369
58
Male
28,182
Married
2
PhD
Unemployed
17.927692
Urban
Comprehensive
1
2
661
2
2022-09-05 15:21:39.134960
Good
No
Daily
Apartment
781
48,370
24
Male
39,058
Divorced
2
High School
null
48.049103
Rural
Basic
null
8
624
4
2020-04-07 15:21:39.092127
Poor
Yes
Daily
Condo
815
48,371
18
Male
2,967
Single
0
Master's
null
8.886615
Rural
Comprehensive
2
6
731
4
2021-03-06 15:21:39.219432
Good
Yes
Monthly
Condo
2,597
48,372
23
Female
18,069
Single
4
Master's
Self-Employed
19.706949
Rural
Basic
0
2
706
3
2021-06-30 15:21:39.085129
Average
No
Monthly
Condo
879
48,373
31
Male
59,670
null
1
Bachelor's
Self-Employed
37.254447
Urban
Basic
0
10
508
8
2020-04-04 15:21:39.187211
Poor
No
Rarely
House
105
48,374
30
Female
40,252
Married
0
PhD
Self-Employed
28.244927
Urban
Basic
0
12
786
5
2022-05-25 15:21:39.228521
Good
No
Weekly
Apartment
519
48,375
48
Female
29,102
Married
2
High School
null
45.845192
Urban
Comprehensive
1
18
584
2
2021-03-10 15:21:39.251142
Good
No
Weekly
Apartment
23
48,376
27
Female
599
Divorced
3
Bachelor's
null
26.379527
Suburban
Premium
2
9
658
4
2019-08-23 15:21:39.134960
Average
No
Weekly
House
287
48,377
24
Male
146,526
Married
1
Bachelor's
Unemployed
32.1537
Rural
Basic
null
5
372
7
2021-10-31 15:21:39.134960
Good
No
Weekly
House
943
48,378
44
Male
132,458
Married
null
Bachelor's
Unemployed
31.820086
Rural
Basic
null
14
371
8
2021-12-22 15:21:39.107553
Poor
Yes
Daily
House
885
48,379
48
Female
10,149
Married
1
High School
null
22.407925
Urban
Premium
0
10
null
9
2021-05-04 15:21:39.143708
Average
Yes
Rarely
Apartment
825
48,380
19
Male
82,669
Single
3
Master's
Self-Employed
13.382283
Rural
Basic
2
8
341
7
2019-08-22 15:21:39.285112
Poor
Yes
Daily
House
192
48,381
52
Male
38,298
Divorced
3
Master's
Employed
17.128566
Suburban
Comprehensive
1
19
644
5
2022-02-20 15:21:39.271453
Good
Yes
Daily
House
609
48,382
27
Male
3,128
Divorced
0
High School
null
null
Suburban
Comprehensive
0
12
null
7
2024-02-15 15:21:39.283783
Good
No
Weekly
Apartment
2,485
48,383
25
Male
11,067
Divorced
4
Bachelor's
Employed
null
Rural
Basic
1
18
595
3
2020-01-21 15:21:39.260856
Average
No
Weekly
Condo
4,044
48,384
51
Male
14,832
Single
3
Master's
null
30.814332
Urban
Basic
0
0
554
5
2021-08-07 15:21:39.082499
Poor
Yes
Weekly
Apartment
223
48,385
55
Female
66,766
Single
4
PhD
Self-Employed
51.681918
Rural
Premium
null
12
621
7
2022-05-09 15:21:39.237118
Average
No
Weekly
Apartment
1,221
48,386
23
Male
26,351
Married
4
PhD
Employed
9.945418
Urban
Basic
null
18
445
1
2024-01-25 15:21:39.134960
Good
No
Monthly
Condo
1,180
48,387
38
Male
null
Married
1
High School
Unemployed
51.184467
Rural
Comprehensive
null
8
699
9
2021-06-08 15:21:39.196387
Good
Yes
Monthly
Condo
1,746
48,388
33
Male
37,420
Divorced
4
High School
Employed
42.835199
Urban
Premium
2
17
484
1
2020-12-26 15:21:39.172097
Average
No
Monthly
Apartment
293
48,389
59
Female
25,480
Single
null
PhD
Unemployed
null
Rural
Comprehensive
null
12
457
8
2020-06-02 15:21:39.107553
Good
No
Monthly
Condo
622
48,390
33
Female
64,099
Single
4
PhD
Self-Employed
35.927286
Suburban
Basic
null
6
749
1
2023-07-30 15:21:39.124659
Poor
No
Weekly
Condo
195
48,391
19
Female
6,894
Divorced
4
Master's
Unemployed
29.85797
Rural
Premium
null
18
749
3
2020-04-08 15:21:39.193945
Good
No
Rarely
Apartment
434
48,392
23
Female
38,981
Single
1
Bachelor's
Unemployed
26.881726
Rural
Basic
1
9
647
5
2023-08-11 15:21:39.133866
Good
Yes
Rarely
House
684
48,393
21
Male
38,969
Divorced
0
PhD
Self-Employed
28.779836
Rural
Basic
null
9
466
7
2021-11-21 15:21:39.281787
Poor
No
Monthly
Condo
2,482
48,394
56
Male
35,498
Married
3
Master's
null
32.672671
Suburban
Comprehensive
0
3
599
4
2022-02-17 15:21:39.287115
Average
No
Daily
Condo
925
48,395
62
Female
2,353
Single
0
Bachelor's
Self-Employed
29.165525
Suburban
Premium
3
2
579
9
2022-06-12 15:21:39.143708
Poor
No
Monthly
Condo
1,516
48,396
27
Male
8,051
Married
0
Master's
Employed
10.786429
Rural
Basic
null
0
647
8
2021-02-13 15:21:39.143708
Good
No
Rarely
Condo
1,264
48,397
19
Female
44,369
Married
4
Bachelor's
Self-Employed
34.261307
Suburban
Basic
2
2
null
6
2021-08-11 15:21:39.190215
Good
Yes
Weekly
House
776
48,398
39
Male
30,961
Single
null
Bachelor's
null
49.420017
Suburban
Basic
1
16
646
8
2020-09-16 15:21:39.265513
Average
No
Daily
House
1,531
48,399
48
Female
143,710
Single
2
Master's
Self-Employed
27.952047
Urban
Basic
null
13
775
7
2021-06-09 15:21:39.148733
Average
No
Rarely
House
110