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
1,170,300
57
Female
539
Divorced
0
Bachelor's
Employed
17.492252
Suburban
Premium
2
8
704
4
2024-05-11 15:21:39.114118
Poor
Yes
Daily
Apartment
1,795
1,170,301
46
Female
32,136
Single
0
PhD
Unemployed
26.008436
Urban
Premium
1
7
801
7
2020-01-26 15:21:39.182597
Good
No
Rarely
Apartment
102
1,170,302
24
Male
54,777
Married
2
Bachelor's
null
33.31061
Rural
Premium
3
8
468
2
2024-07-08 15:21:39.267454
Good
No
Weekly
Condo
2,749
1,170,303
18
Male
4,743
Divorced
3
High School
Self-Employed
24.879171
Rural
Comprehensive
4
13
667
4
2021-11-30 15:21:39.102694
Good
No
Daily
House
1,303
1,170,304
30
Female
50,841
Single
1
High School
Self-Employed
46.766368
Rural
Basic
2
19
437
7
2020-10-30 15:21:39.134960
Average
No
Monthly
Apartment
1,298
1,170,305
28
Male
18,147
Single
1
PhD
Employed
42.8146
Rural
Premium
1
5
571
5
2020-09-28 15:21:39.223390
Poor
No
Rarely
House
549
1,170,306
50
Female
16,002
Single
2
Master's
null
10.757928
Urban
Premium
null
7
738
5
2021-08-25 15:21:39.279729
Poor
Yes
Daily
House
1,207
1,170,307
26
Female
8,502
Married
1
Bachelor's
Self-Employed
15.06475
Urban
Premium
0
6
null
3
2024-05-05 15:21:39.237118
Poor
Yes
Weekly
Condo
2,244
1,170,308
49
Female
6,972
Divorced
4
Bachelor's
null
null
Suburban
Comprehensive
null
8
635
6
2021-09-02 15:21:39.237118
Poor
Yes
Daily
Condo
1,078
1,170,309
42
Female
1,155
Married
0
Bachelor's
Self-Employed
27.539706
Urban
Premium
null
0
437
5
2023-03-19 15:21:39.283783
Poor
Yes
Rarely
Apartment
599
1,170,310
35
Female
null
Single
2
Master's
Unemployed
4.812133
Suburban
Premium
0
3
496
7
2021-06-24 15:21:39.134960
null
No
Daily
Condo
2,197
1,170,311
46
Female
24,996
Single
3
PhD
Unemployed
38.676734
Suburban
Premium
null
17
null
8
2020-03-11 15:21:39.126661
Average
No
Rarely
House
807
1,170,312
34
Female
97,540
Single
1
PhD
Unemployed
14.937987
Suburban
Basic
1
3
411
5
2021-12-14 15:21:39.155231
Poor
Yes
Monthly
Condo
571
1,170,313
56
Male
53,386
Single
null
High School
Self-Employed
54.277615
Suburban
Comprehensive
2
14
599
4
2023-04-21 15:21:39.276901
Good
Yes
Rarely
Apartment
3,160
1,170,314
61
Male
17,001
Married
0
Bachelor's
null
20.053724
Suburban
Premium
2
15
null
7
2023-06-22 15:21:39.151732
Average
Yes
Weekly
Apartment
431
1,170,315
42
Male
72,875
Divorced
0
Bachelor's
Employed
34.132021
Urban
Comprehensive
1
15
569
1
2020-07-23 15:21:39.090124
Poor
Yes
Monthly
Apartment
361
1,170,316
37
Male
16,076
Single
1
PhD
null
25.098186
Suburban
Premium
null
6
739
7
2021-09-11 15:21:39.134960
Poor
No
Rarely
Apartment
1,242
1,170,317
19
Female
69,479
Single
1
Master's
Self-Employed
23.15806
Rural
Premium
0
0
439
2
2020-05-04 15:21:39.112553
Average
Yes
Weekly
Condo
686
1,170,318
64
Male
6,919
Single
0
Bachelor's
Unemployed
17.396049
Rural
Comprehensive
null
9
586
4
2021-12-23 15:21:39.276901
Good
No
Monthly
Condo
609
1,170,319
42
Female
39,086
Divorced
0
Master's
Self-Employed
18.720131
Suburban
Comprehensive
null
13
656
1
2020-03-25 15:21:39.186212
Good
Yes
Rarely
Apartment
466
1,170,320
42
Female
2,371
Married
1
PhD
Employed
30.845782
Rural
Premium
null
13
486
3
2019-11-14 15:21:39.246098
Poor
No
Monthly
Apartment
1,347
1,170,321
55
Male
76,904
Divorced
0
Bachelor's
Unemployed
37.283996
Rural
Basic
1
16
668
2
2020-01-20 15:21:39.182597
Average
Yes
Monthly
Apartment
48
1,170,322
51
Female
44,971
Single
3
High School
Employed
24.99122
Urban
Comprehensive
2
4
749
2
2021-05-27 15:21:39.132191
Good
No
Weekly
Apartment
1,152
1,170,323
59
Female
4,731
Single
null
PhD
Self-Employed
null
Rural
Basic
null
15
515
3
2021-10-02 15:21:39.207847
Average
No
Monthly
House
28
1,170,324
63
Male
131,208
Single
3
Bachelor's
null
9.979548
Rural
Premium
2
14
545
2
2019-11-05 15:21:39.221386
Good
No
Daily
House
2,830
1,170,325
58
Male
10,173
Married
null
PhD
Unemployed
32.184782
Suburban
Basic
null
15
571
7
2021-07-09 15:21:39.244069
Poor
Yes
Monthly
Condo
1,808
1,170,326
30
Male
18,791
Single
4
PhD
Employed
43.934806
Rural
Comprehensive
0
18
699
3
2022-10-17 15:21:39.155231
Poor
No
Weekly
House
441
1,170,327
42
Male
128,892
Single
2
PhD
null
45.746703
Rural
Comprehensive
1
15
427
7
2021-05-08 15:21:39.112553
Good
No
Daily
Apartment
470
1,170,328
34
Female
2,936
Single
1
Bachelor's
null
11.153947
Suburban
Comprehensive
null
14
469
9
2020-11-09 15:21:39.079128
Good
No
Rarely
Condo
2,370
1,170,329
28
Female
18,071
Divorced
4
Bachelor's
Self-Employed
31.492599
Rural
Basic
2
14
824
8
2024-04-30 15:21:39.248098
Average
No
Weekly
House
714
1,170,330
30
Male
39,151
Divorced
4
PhD
Employed
9.98191
Suburban
Basic
3
4
679
9
2022-07-31 15:21:39.198406
Good
No
Daily
Apartment
657
1,170,331
null
Male
40,753
Single
0
High School
Unemployed
25.018924
Urban
Basic
1
1
478
1
2021-02-04 15:21:39.134960
Poor
Yes
Daily
Apartment
181
1,170,332
45
Female
20,626
Divorced
1
PhD
null
37.771229
Suburban
Comprehensive
0
12
802
5
2022-01-10 15:21:39.163910
Good
No
Rarely
House
539
1,170,333
60
Female
26,894
Married
3
Bachelor's
Self-Employed
29.244742
Suburban
Premium
1
17
775
8
2021-04-22 15:21:39.093681
Good
No
Daily
Condo
1,593
1,170,334
46
Female
12,251
Married
1
Bachelor's
Employed
39.997441
Suburban
Comprehensive
2
19
507
9
2024-01-27 15:21:39.134960
Good
No
Weekly
House
459
1,170,335
36
Male
32,034
Married
3
Bachelor's
Unemployed
23.771109
Urban
Basic
0
11
763
5
2022-01-03 15:21:39.203442
Poor
No
Rarely
Condo
259
1,170,336
60
Female
8,050
Divorced
4
PhD
Unemployed
17.817991
Urban
Basic
null
8
560
6
2023-12-02 15:21:39.087123
Average
Yes
Weekly
Condo
339
1,170,337
39
Female
21,153
Married
4
Master's
Unemployed
9.788504
Urban
Basic
5
19
656
1
2021-04-19 15:21:39.107553
Poor
Yes
Daily
Apartment
2,525
1,170,338
39
Female
142,638
Married
4
Bachelor's
Unemployed
22.371367
Rural
Comprehensive
0
19
507
9
2022-11-19 15:21:39.152732
Good
Yes
Monthly
Apartment
2,363
1,170,339
53
Male
110,032
Married
4
Master's
null
20.371618
Rural
Premium
null
17
678
9
2024-02-28 15:21:39.282785
Good
Yes
Monthly
Apartment
405
1,170,340
18
Female
81,842
Single
2
High School
null
null
Urban
Comprehensive
1
18
null
2
2022-12-26 15:21:39.175719
null
No
Monthly
Condo
591
1,170,341
59
Female
17,220
Divorced
2
High School
Unemployed
35.986599
Suburban
Comprehensive
null
3
779
3
2021-05-12 15:21:39.171102
Average
Yes
Monthly
Condo
1,158
1,170,342
38
Male
63,693
Married
1
Bachelor's
Self-Employed
8.296837
Urban
Basic
2
2
626
3
2022-12-24 15:21:39.237118
Average
Yes
Weekly
House
2,372
1,170,343
61
Female
null
Divorced
1
High School
null
27.035326
Suburban
Comprehensive
1
13
729
3
2023-11-09 15:21:39.134960
Poor
Yes
Weekly
Apartment
62
1,170,344
34
Male
89,902
Married
0
High School
Employed
23.238476
Suburban
Comprehensive
1
1
341
4
2022-09-22 15:21:39.237118
Good
No
Daily
House
40
1,170,345
55
Male
24,226
Divorced
null
Master's
Employed
5.79574
Suburban
Premium
null
5
725
3
2023-03-30 15:21:39.079128
Average
Yes
Rarely
Apartment
1,734
1,170,346
63
Female
4,723
Married
3
PhD
null
32.983243
Urban
Premium
0
14
433
9
2024-06-03 15:21:39.219432
Good
Yes
Weekly
House
818
1,170,347
45
Male
5,522
Divorced
1
Master's
Self-Employed
null
Suburban
Premium
null
1
null
7
2020-03-16 15:21:39.134960
Poor
Yes
Weekly
Condo
988
1,170,348
53
Male
25,892
Married
4
High School
Employed
36.719628
Rural
Premium
1
4
353
8
2020-09-29 15:21:39.087123
Average
No
Rarely
Apartment
546
1,170,349
22
Male
43,852
Single
4
High School
null
29.811663
Urban
Comprehensive
null
16
784
2
2022-01-25 15:21:39.250151
Poor
No
Rarely
House
685
1,170,350
24
Female
59,428
Single
2
PhD
null
14.089224
Suburban
Comprehensive
null
15
497
8
2021-08-07 15:21:39.237118
Poor
No
Daily
House
2,489
1,170,351
41
Male
12,881
Divorced
3
High School
Unemployed
17.89194
Suburban
Basic
1
7
454
5
2023-01-05 15:21:39.283783
Average
No
Daily
Condo
1,040
1,170,352
61
Female
85,720
Married
4
PhD
Employed
26.045979
Urban
Basic
0
2
370
1
2023-12-24 15:21:39.289099
Good
Yes
Weekly
Condo
1,722
1,170,353
50
Male
7,839
Divorced
null
PhD
Employed
20.858828
Urban
Basic
6
11
727
9
2021-09-29 15:21:39.280784
Average
Yes
Weekly
Condo
1,797
1,170,354
34
Male
20,243
Single
1
High School
Employed
24.93033
Rural
Comprehensive
null
2
676
8
2021-02-16 15:21:39.147735
Average
Yes
Rarely
Condo
740
1,170,355
25
Female
37,635
Divorced
3
Bachelor's
Employed
33.937318
Urban
Premium
null
15
673
7
2021-06-28 15:21:39.176717
Average
Yes
Daily
House
798
1,170,356
63
Male
39,951
Married
1
Master's
Employed
16.944174
Suburban
Basic
null
12
654
9
2023-04-02 15:21:39.111551
Good
No
Daily
House
861
1,170,357
44
Male
15,774
Single
1
PhD
null
44.125624
Suburban
Premium
0
18
590
4
2022-01-20 15:21:39.105504
Good
No
Monthly
House
1,784
1,170,358
44
Male
52,039
Single
3
PhD
Unemployed
30.735631
Suburban
Premium
null
13
725
4
2024-02-24 15:21:39.187211
Average
Yes
Rarely
Condo
165
1,170,359
57
Male
16,136
Married
3
High School
Self-Employed
18.233841
Rural
Premium
2
13
null
9
2022-02-25 15:21:39.134960
Poor
Yes
Rarely
Apartment
818
1,170,360
45
Male
65,898
Married
4
PhD
Employed
15.926777
Rural
Basic
0
13
307
7
2024-02-26 15:21:39.134960
Good
No
Daily
House
1,077
1,170,361
35
Female
9,082
Single
1
Master's
Unemployed
28.936722
Urban
Comprehensive
null
3
719
6
2022-03-18 15:21:39.237118
Poor
Yes
Rarely
Apartment
618
1,170,362
45
Female
17,282
Divorced
null
Master's
Employed
null
Rural
Comprehensive
1
2
842
2
2022-07-10 15:21:39.093681
Poor
Yes
Daily
House
977
1,170,363
22
Female
14,791
Married
4
Master's
null
15.624994
Suburban
Basic
2
13
null
3
2024-01-24 15:21:39.134960
Poor
Yes
Monthly
House
1,327
1,170,364
24
Male
10,136
Divorced
3
PhD
Self-Employed
30.3663
Urban
Premium
1
13
null
8
2023-10-23 15:21:39.188220
Poor
Yes
Weekly
Condo
1,241
1,170,365
39
Male
16,862
Divorced
null
PhD
Employed
23.918367
Urban
Basic
1
8
609
9
2020-05-25 15:21:39.249100
Good
Yes
Monthly
Apartment
1,761
1,170,366
22
Female
3,999
Married
3
Bachelor's
Employed
null
Suburban
Premium
0
4
719
2
2024-01-10 15:21:39.155231
Average
No
Rarely
Condo
776
1,170,367
47
Male
6,532
Married
null
Bachelor's
Employed
28.543202
Suburban
Basic
null
12
772
5
2021-05-22 15:21:39.231531
null
No
Monthly
House
854
1,170,368
35
Female
29,096
Single
1
High School
Unemployed
null
Rural
Premium
2
13
698
6
2021-02-16 15:21:39.106582
Average
No
Weekly
Condo
876
1,170,369
35
Male
39,658
Divorced
2
High School
null
39.54447
Rural
Basic
1
19
567
7
2020-07-02 15:21:39.237118
Good
Yes
Daily
Condo
1,089
1,170,370
42
Male
26,963
Single
1
High School
Self-Employed
29.241929
Rural
Premium
1
8
828
6
2023-07-09 15:21:39.155231
Poor
No
Daily
Apartment
684
1,170,371
42
Male
32,493
Married
1
Master's
Employed
18.047064
Urban
Comprehensive
1
7
710
6
2020-07-22 15:21:39.180553
Average
Yes
Weekly
House
3,627
1,170,372
63
Female
null
Single
null
High School
Self-Employed
31.058901
Rural
Comprehensive
1
16
405
4
2023-04-25 15:21:39.125660
Average
Yes
Rarely
Condo
773
1,170,373
44
Female
7,981
Married
3
Bachelor's
Employed
50.556927
Urban
Basic
null
14
782
5
2021-06-28 15:21:39.224915
Average
Yes
Daily
Condo
4,522
1,170,374
50
Male
25,889
Single
3
Master's
Employed
15.979853
Urban
Basic
null
2
501
1
2020-11-09 15:21:39.282785
Average
No
Rarely
Condo
487
1,170,375
64
Female
2,766
Married
2
Master's
Employed
15.281325
Rural
Comprehensive
0
9
315
8
2024-03-05 15:21:39.124659
Good
Yes
Weekly
House
860
1,170,376
49
Female
10,127
Single
3
Master's
Employed
18.066795
Rural
Comprehensive
null
10
468
8
2021-12-15 15:21:39.237118
Poor
Yes
Rarely
Condo
1,094
1,170,377
53
Male
19,124
Married
3
Bachelor's
null
19.414311
Suburban
Premium
1
4
null
3
2023-08-03 15:21:39.133866
Poor
No
Daily
Condo
688
1,170,378
34
Female
89,801
Single
0
Master's
Employed
25.354423
Rural
Premium
null
19
473
9
2023-02-12 15:21:39.087123
Average
Yes
Monthly
Apartment
27
1,170,379
37
Male
9,984
Single
4
Master's
Self-Employed
39.567176
Rural
Basic
2
5
null
5
2020-07-15 15:21:39.172097
Good
Yes
Monthly
Apartment
1,009
1,170,380
48
Male
43,834
Single
0
PhD
Employed
19.915534
Urban
Premium
0
7
517
8
2020-04-11 15:21:39.100695
Good
No
Weekly
Condo
2,901
1,170,381
56
Female
1,045
Divorced
0
Bachelor's
null
13.171892
Rural
Basic
1
13
427
5
2021-04-17 15:21:39.237118
null
No
Monthly
Condo
1,148
1,170,382
35
Male
61,571
Divorced
null
PhD
Employed
35.065855
Urban
Comprehensive
2
18
831
9
2020-10-06 15:21:39.082499
Poor
Yes
Weekly
House
2,654
1,170,383
27
Male
42,721
Divorced
4
PhD
Self-Employed
50.057588
Urban
Premium
0
10
772
1
2020-03-25 15:21:39.267454
Average
No
Rarely
Apartment
716
1,170,384
61
Male
47,414
Single
2
Bachelor's
null
11.410831
Rural
Comprehensive
0
11
489
5
2022-12-07 15:21:39.091080
Good
Yes
Rarely
House
25
1,170,385
26
Male
15,556
Divorced
0
High School
Employed
43.816765
Suburban
Basic
1
15
574
6
2020-09-17 15:21:39.217387
Good
No
Daily
House
1,707
1,170,386
20
Male
1,320
Single
2
Bachelor's
Employed
13.849239
Urban
Comprehensive
null
17
571
9
2022-12-08 15:21:39.226954
Poor
No
Monthly
Condo
2,721
1,170,387
null
Male
49,444
Divorced
0
PhD
null
39.27988
Suburban
Basic
null
12
359
4
2021-11-19 15:21:39.207847
Poor
No
Daily
Apartment
1,239
1,170,388
26
Female
5,905
Single
1
PhD
Unemployed
15.958139
Urban
Basic
null
7
602
1
2022-04-12 15:21:39.155231
Good
No
Weekly
House
1,324
1,170,389
50
Male
90,933
Married
4
Bachelor's
null
3.757754
Suburban
Basic
null
14
324
7
2024-05-16 15:21:39.170099
Poor
Yes
Daily
House
583
1,170,390
35
Male
56,850
Single
4
High School
Employed
42.794969
Rural
Premium
3
15
494
6
2024-06-30 15:21:39.134960
Poor
No
Weekly
Condo
963
1,170,391
22
Male
589
Married
4
Master's
Unemployed
null
Rural
Basic
null
15
798
9
2022-10-28 15:21:39.194829
Average
No
Daily
House
668
1,170,392
26
Male
7,991
Divorced
null
High School
Employed
33.737505
Suburban
Comprehensive
null
11
732
1
2020-05-07 15:21:39.087123
Good
No
Rarely
Apartment
1,595
1,170,393
null
Male
27,385
Married
4
PhD
null
22.073476
Urban
Basic
1
3
532
6
2023-03-28 15:21:39.132191
Good
Yes
Monthly
Condo
1,745
1,170,394
39
Female
9,056
Single
0
Bachelor's
Unemployed
43.012908
Rural
Premium
0
4
761
4
2023-03-13 15:21:39.166062
Average
No
Monthly
Apartment
2,226
1,170,395
19
Female
24,325
Divorced
4
High School
Self-Employed
40.17888
Urban
Premium
null
8
473
5
2019-12-30 15:21:39.171102
Good
No
Monthly
House
1,183
1,170,396
36
Female
10,157
Single
0
Bachelor's
null
29.452408
Urban
Basic
1
0
618
2
2021-03-05 15:21:39.253660
Average
Yes
Daily
House
828
1,170,397
50
Female
114,563
Married
3
Master's
Unemployed
14.777329
Rural
Premium
0
0
496
2
2024-06-21 15:21:39.271453
null
Yes
Rarely
Apartment
2,750
1,170,398
23
Female
7,071
Divorced
4
Master's
Employed
40.583795
Urban
Comprehensive
0
13
761
4
2024-04-19 15:21:39.184157
Good
No
Rarely
House
922
1,170,399
23
Female
63,741
Married
0
Bachelor's
Employed
null
Urban
Basic
null
7
316
2
2021-04-28 15:21:39.122134
Poor
No
Daily
House
1,468