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
9,300
51
Male
36,267
Divorced
3
Master's
Employed
27.487942
Suburban
Basic
2
9
382
8
2020-01-27 15:21:39.263607
Average
Yes
Rarely
Condo
870
9,301
46
Male
47,868
Divorced
null
Bachelor's
Self-Employed
47.918596
Urban
Comprehensive
0
5
439
2
2021-10-11 15:21:39.155231
Good
Yes
Daily
Condo
2,674
9,302
53
Female
2,770
Married
3
PhD
Unemployed
21.859005
Rural
Comprehensive
1
10
709
7
2020-07-15 15:21:39.170099
Good
Yes
Weekly
Apartment
2,074
9,303
33
Female
133,043
Single
2
Bachelor's
Employed
8.35675
Suburban
Premium
0
9
719
5
2019-12-15 15:21:39.250151
Average
No
Daily
Apartment
3,426
9,304
48
Male
70,765
Married
3
Master's
null
8.623916
Urban
Basic
null
8
622
4
2022-04-15 15:21:39.152732
Poor
No
Monthly
Condo
381
9,305
44
Female
52,710
Married
3
High School
null
5.66291
Rural
Basic
null
13
370
5
2020-12-16 15:21:39.134960
Poor
No
Monthly
Apartment
2,456
9,306
33
Female
6,567
Single
1
PhD
null
13.534974
Suburban
Basic
1
18
765
8
2021-08-19 15:21:39.231531
Poor
Yes
Monthly
House
217
9,307
60
Female
15,959
Married
1
PhD
Employed
11.413426
Urban
Premium
0
3
460
8
2022-03-24 15:21:39.155231
Good
Yes
Rarely
Condo
40
9,308
42
Female
12,881
Single
1
Master's
Unemployed
35.859813
Urban
Premium
1
12
null
2
2020-01-22 15:21:39.151732
Poor
Yes
Daily
Apartment
1,402
9,309
46
Male
75,676
Married
0
Master's
Unemployed
30.566001
Urban
Premium
0
7
325
7
2020-12-13 15:21:39.134960
Poor
Yes
Monthly
House
1,269
9,310
null
Male
143,331
Single
4
High School
Employed
16.547832
Suburban
Basic
2
9
459
8
2020-01-10 15:21:39.082499
Poor
No
Rarely
Apartment
485
9,311
37
Female
16,058
Divorced
4
Master's
Unemployed
24.656449
Suburban
Comprehensive
2
18
421
3
2021-11-11 15:21:39.205850
Average
Yes
Monthly
House
877
9,312
43
Male
17,305
Divorced
null
Master's
Unemployed
29.290819
Suburban
Basic
0
14
381
1
2022-09-26 15:21:39.134960
Average
Yes
Weekly
Condo
1,769
9,313
35
Male
12,082
Single
3
Master's
Employed
10.651103
Urban
Comprehensive
1
13
754
6
2019-10-07 15:21:39.221386
Good
No
Weekly
Apartment
3,160
9,314
25
Female
25,264
Divorced
0
High School
Unemployed
25.873127
Rural
Comprehensive
3
3
821
4
2023-08-08 15:21:39.264504
Poor
Yes
Weekly
Condo
1,430
9,315
28
Male
44,778
Divorced
0
Master's
null
19.037751
Urban
Basic
null
13
734
7
2020-01-14 15:21:39.264504
Average
No
Weekly
Condo
944
9,316
41
Female
18,550
Single
1
Master's
null
31.235831
Rural
Basic
null
18
703
8
2021-05-03 15:21:39.285112
Poor
Yes
Rarely
Apartment
456
9,317
57
Male
41,546
Divorced
4
PhD
Employed
20.844468
Suburban
Basic
0
5
815
5
2023-06-22 15:21:39.155231
Good
No
Rarely
Condo
2,063
9,318
41
Male
49,880
Married
1
High School
Unemployed
43.582172
Urban
Premium
2
2
524
3
2022-03-16 15:21:39.079128
Average
Yes
Daily
Condo
388
9,319
20
Female
82,390
Single
1
PhD
null
21.847252
Urban
Premium
1
7
507
8
2021-08-19 15:21:39.211806
Good
Yes
Rarely
Condo
198
9,320
37
Female
21,317
Divorced
2
PhD
Self-Employed
12.331127
Urban
Comprehensive
2
19
563
4
2020-05-05 15:21:39.134960
Good
No
Rarely
Condo
456
9,321
20
Male
null
Married
3
Master's
null
22.330312
Rural
Premium
null
18
648
7
2022-01-05 15:21:39.166062
Average
Yes
Rarely
House
387
9,322
29
Female
41,601
Married
4
Master's
Employed
29.078309
Suburban
Comprehensive
0
13
309
2
2023-10-18 15:21:39.155231
Good
No
Rarely
House
4,020
9,323
47
Male
66,922
Divorced
1
Master's
Unemployed
null
Urban
Premium
0
4
341
7
2021-09-17 15:21:39.250151
Poor
No
Daily
House
1,764
9,324
49
Female
22,740
Divorced
2
Bachelor's
Self-Employed
23.411568
Rural
Basic
0
11
834
8
2024-03-11 15:21:39.172097
Poor
Yes
Rarely
House
1,759
9,325
23
Male
141,741
Single
2
Bachelor's
Unemployed
17.847303
Urban
Basic
1
7
397
5
2024-04-09 15:21:39.186212
Poor
No
Monthly
House
3,070
9,326
52
Male
4,947
Married
0
Bachelor's
Unemployed
32.071011
Suburban
Premium
null
4
452
5
2021-01-18 15:21:39.122134
Good
No
Weekly
Apartment
198
9,327
55
Female
16,800
Married
2
Master's
null
49.299661
Suburban
Comprehensive
1
4
null
2
2020-01-25 15:21:39.134960
Average
Yes
Monthly
Apartment
946
9,328
34
Female
45,588
Divorced
0
PhD
null
18.979482
Urban
Basic
0
10
null
6
2020-07-03 15:21:39.146733
Average
Yes
Weekly
House
1,119
9,329
38
Female
45,384
Single
1
High School
Employed
25.898388
Suburban
Premium
null
13
null
1
2023-04-27 15:21:39.155231
null
Yes
Monthly
Apartment
934
9,330
44
Female
27,705
Married
0
High School
Self-Employed
15.773905
Urban
Comprehensive
1
7
755
1
2020-11-01 15:21:39.207847
Good
No
Monthly
Apartment
701
9,331
50
Male
18,194
Married
2
PhD
Employed
18.163316
Urban
Comprehensive
null
9
745
7
2019-11-01 15:21:39.134960
Good
Yes
Weekly
Condo
362
9,332
46
Male
35,297
Married
0
Bachelor's
Employed
22.372578
Rural
Basic
null
10
694
2
2021-07-03 15:21:39.126661
Average
No
Rarely
Apartment
676
9,333
23
Male
56,484
Single
1
Bachelor's
Unemployed
40.64654
Suburban
Basic
null
11
306
6
2023-05-20 15:21:39.134960
Poor
Yes
Rarely
Apartment
3,100
9,334
28
Female
30,911
Divorced
3
High School
null
17.865266
Rural
Basic
1
4
678
8
2022-08-28 15:21:39.194829
Poor
No
Weekly
Condo
635
9,335
54
Male
6,734
Married
3
High School
null
23.311826
Suburban
Premium
2
5
762
3
2021-09-07 15:21:39.291118
Good
No
Rarely
Apartment
3,439
9,336
49
Male
3,129
Married
3
Master's
Unemployed
52.28871
Suburban
Premium
3
10
452
9
2021-12-28 15:21:39.144722
Poor
Yes
Daily
Condo
24
9,337
54
Male
53,834
Married
3
Bachelor's
Self-Employed
51.87623
Rural
Basic
1
4
523
2
2023-01-28 15:21:39.221386
Average
Yes
Monthly
Condo
1,134
9,338
20
Female
21,396
Married
1
Master's
Self-Employed
44.60784
Rural
Basic
2
16
356
7
2020-11-28 15:21:39.255696
Good
No
Weekly
Apartment
3,721
9,339
36
Female
18,618
Married
4
PhD
Employed
37.72639
Suburban
Premium
1
18
648
1
2020-06-15 15:21:39.097737
Poor
No
Weekly
Apartment
1,554
9,340
42
Female
45,338
Married
2
Bachelor's
Self-Employed
35.86838
Urban
Premium
0
1
336
4
2023-03-02 15:21:39.170099
null
No
Daily
Condo
870
9,341
57
Male
14,051
Divorced
0
PhD
Self-Employed
null
Urban
Basic
0
0
null
1
2023-07-11 15:21:39.272456
Good
No
Rarely
Apartment
784
9,342
36
Female
9,789
Single
1
Bachelor's
Self-Employed
42.735159
Suburban
Premium
1
6
581
6
2020-07-04 15:21:39.237118
Average
No
Weekly
House
952
9,343
63
Female
null
Divorced
4
Bachelor's
Unemployed
19.876648
Suburban
Basic
1
10
351
2
2022-10-13 15:21:39.093681
Average
No
Monthly
Condo
817
9,344
31
Male
40,175
Married
3
High School
Unemployed
17.598745
Suburban
Premium
2
15
null
7
2023-12-29 15:21:39.283783
Average
Yes
Daily
House
498
9,345
53
Female
21,807
Divorced
2
Bachelor's
Self-Employed
19.007563
Suburban
Basic
null
6
437
8
2019-10-29 15:21:39.084065
Average
Yes
Weekly
House
475
9,346
34
Male
5,058
Married
2
Bachelor's
null
25.726783
Suburban
Premium
1
8
null
7
2023-12-21 15:21:39.125660
Poor
No
Weekly
Condo
2,197
9,347
19
Female
5,488
Divorced
2
Bachelor's
Self-Employed
43.528819
Rural
Basic
null
19
647
1
2022-01-30 15:21:39.126661
Poor
No
Rarely
House
729
9,348
18
Female
5,072
Single
2
Master's
Unemployed
null
Urban
Comprehensive
0
16
602
6
2021-08-18 15:21:39.201446
Average
No
Daily
Apartment
3,688
9,349
37
Male
93,854
Divorced
4
Bachelor's
Employed
20.938259
Rural
Comprehensive
1
2
479
3
2023-12-13 15:21:39.215386
Good
Yes
Rarely
House
255
9,350
57
Female
15,641
Married
1
Master's
Unemployed
29.394834
Rural
Premium
1
2
513
6
2020-05-24 15:21:39.206847
Good
No
Rarely
Condo
1,258
9,351
50
Male
8,048
Single
0
PhD
Unemployed
24.858375
Urban
Premium
null
12
792
8
2020-08-19 15:21:39.144722
Good
Yes
Weekly
Condo
2,121
9,352
51
Male
12,758
Married
2
Bachelor's
Self-Employed
36.625413
Rural
Premium
0
3
799
7
2021-11-12 15:21:39.254678
Good
No
Daily
Apartment
20
9,353
49
Female
null
Divorced
0
Bachelor's
Employed
38.753177
Urban
Comprehensive
null
7
638
9
2023-09-04 15:21:39.155231
Average
Yes
Monthly
Apartment
185
9,354
27
Female
5,025
Single
0
PhD
null
23.879734
Suburban
Comprehensive
1
14
745
9
2020-06-19 15:21:39.086123
Poor
Yes
Monthly
House
507
9,355
57
Female
7,771
Divorced
null
High School
Employed
21.574506
Urban
Premium
2
0
351
5
2023-12-12 15:21:39.155231
Good
No
Monthly
Apartment
784
9,356
25
Female
24,543
Married
3
Bachelor's
null
29.948809
Suburban
Basic
1
18
451
4
2022-05-05 15:21:39.237118
Good
Yes
Weekly
Apartment
286
9,357
49
Female
547
Married
0
PhD
null
23.793795
Urban
Basic
null
3
439
7
2021-02-19 15:21:39.144722
Good
Yes
Daily
House
2,482
9,358
49
Female
null
Married
4
PhD
null
4.276774
Suburban
Comprehensive
null
9
714
3
2020-09-12 15:21:39.134960
Average
No
Weekly
Condo
282
9,359
31
Female
null
Married
3
PhD
Unemployed
52.490505
Urban
Premium
0
3
582
4
2023-06-21 15:21:39.164044
Average
Yes
Daily
House
2,725
9,360
59
Male
83,907
Single
0
Bachelor's
Unemployed
null
Rural
Basic
2
0
547
6
2022-12-16 15:21:39.085129
Poor
No
Daily
House
2,174
9,361
45
Male
16,066
Single
0
Master's
null
42.00633
Urban
Premium
0
11
437
9
2023-03-15 15:21:39.261856
Poor
Yes
Monthly
Condo
1,388
9,362
35
Female
2,046
Married
1
Bachelor's
null
null
Urban
Basic
null
5
844
3
2022-02-20 15:21:39.179186
Poor
No
Weekly
House
27
9,363
48
Male
27,404
Divorced
2
Bachelor's
null
14.839091
Suburban
Comprehensive
0
18
589
5
2022-03-17 15:21:39.177724
Average
No
Weekly
Apartment
1,146
9,364
27
Female
86,811
Single
1
PhD
Self-Employed
51.917157
Suburban
Premium
1
14
470
2
2020-08-20 15:21:39.108562
Poor
Yes
Daily
Condo
121
9,365
37
Female
27,488
Single
1
Bachelor's
Self-Employed
21.882931
Urban
Basic
null
4
841
6
2022-01-19 15:21:39.131192
Average
No
Monthly
Condo
2,257
9,366
42
Female
1,526
Divorced
4
Bachelor's
null
31.490037
Urban
Basic
null
4
745
6
2021-04-02 15:21:39.282785
Poor
Yes
Rarely
House
33
9,367
27
Male
34,392
Divorced
0
Master's
Self-Employed
19.749782
Rural
Comprehensive
1
17
799
7
2022-01-09 15:21:39.090124
Average
Yes
Rarely
Apartment
1,135
9,368
40
Female
23,103
Single
3
High School
null
37.502701
Urban
Comprehensive
null
13
849
9
2024-02-17 15:21:39.192212
Poor
No
Daily
Condo
696
9,369
36
Male
62,818
Divorced
1
Master's
Unemployed
15.56412
Rural
Basic
1
15
467
1
2023-01-28 15:21:39.237118
Good
Yes
Weekly
House
2,285
9,370
22
Male
71,300
Divorced
0
PhD
Self-Employed
28.353384
Suburban
Premium
0
7
432
7
2024-01-23 15:21:39.096739
Poor
Yes
Daily
Condo
1,329
9,371
30
Male
82,967
Divorced
2
Bachelor's
Employed
20.001186
Suburban
Premium
1
9
433
4
2023-05-15 15:21:39.261856
Poor
No
Monthly
Apartment
921
9,372
28
Female
17,053
Divorced
2
PhD
null
39.527334
Urban
Premium
null
17
null
2
2021-02-08 15:21:39.092127
Good
No
Daily
Apartment
679
9,373
64
Female
47,490
Married
0
Master's
null
null
Urban
Basic
0
17
693
5
2021-01-22 15:21:39.149731
Average
No
Rarely
House
2,321
9,374
39
Female
25,897
Single
2
High School
Employed
33.912344
Rural
Premium
1
6
527
5
2023-11-09 15:21:39.231531
Poor
Yes
Rarely
House
1,216
9,375
31
Female
509
Single
0
Bachelor's
Employed
12.854018
Urban
Premium
2
9
663
1
2022-10-05 15:21:39.289099
Average
No
Weekly
House
639
9,376
20
Male
948
Married
0
PhD
Employed
null
Urban
Comprehensive
null
6
752
1
2024-07-09 15:21:39.097737
Poor
No
Weekly
Condo
1,762
9,377
52
Female
48,922
Married
0
Bachelor's
Unemployed
null
Suburban
Basic
null
13
783
8
2023-12-12 15:21:39.126661
null
Yes
Rarely
Condo
1,022
9,378
48
Female
130,701
Single
1
PhD
null
29.271726
Rural
Comprehensive
null
19
390
2
2022-05-21 15:21:39.134960
Poor
Yes
Monthly
Condo
391
9,379
63
Female
45,440
Married
0
PhD
null
33.681234
Urban
Basic
2
3
782
8
2021-02-18 15:21:39.237118
Good
No
Daily
Condo
860
9,380
57
Female
10,963
Divorced
0
Master's
Unemployed
21.694113
Suburban
Comprehensive
2
19
477
7
2019-11-10 15:21:39.106582
Poor
No
Rarely
Condo
1,179
9,381
37
Female
null
Single
4
High School
Self-Employed
18.738134
Urban
Premium
0
10
300
9
2020-07-10 15:21:39.283783
Poor
Yes
Weekly
Condo
282
9,382
30
Male
14,054
Married
1
Bachelor's
null
13.933459
Rural
Premium
0
1
723
3
2021-03-28 15:21:39.247098
Average
No
Monthly
Condo
1,023
9,383
null
Female
4,419
Single
0
Master's
Self-Employed
19.306587
Rural
Basic
2
4
447
8
2023-12-09 15:21:39.126661
Poor
No
Monthly
House
845
9,384
63
Male
37,782
Divorced
0
High School
Self-Employed
9.548741
Urban
Comprehensive
0
3
779
6
2022-04-06 15:21:39.126661
Average
Yes
Daily
Apartment
1,161
9,385
22
Female
50,605
Divorced
2
Master's
Self-Employed
8.539752
Suburban
Premium
1
3
349
5
2020-04-19 15:21:39.108562
Poor
No
Monthly
Condo
39
9,386
60
Female
97,924
Divorced
3
PhD
Self-Employed
27.065821
Rural
Basic
0
4
718
1
2022-11-03 15:21:39.115178
Poor
No
Daily
House
179
9,387
18
Female
44,763
Married
3
Bachelor's
Self-Employed
44.607738
Urban
Comprehensive
null
7
804
9
2020-09-30 15:21:39.233485
Good
No
Monthly
Apartment
578
9,388
52
Female
113,558
Divorced
1
High School
Unemployed
51.163628
Suburban
Comprehensive
1
14
486
6
2021-12-25 15:21:39.090124
Poor
No
Weekly
Apartment
50
9,389
37
Male
31,888
Married
4
Master's
Employed
20.757056
Suburban
Premium
0
10
350
5
2021-04-22 15:21:39.276388
Poor
No
Monthly
Apartment
3,134
9,390
33
Male
5,529
Married
1
High School
Employed
11.039862
Suburban
Basic
3
10
null
2
2020-09-03 15:21:39.221386
Good
Yes
Daily
Condo
453
9,391
27
Female
39,803
Single
null
PhD
Self-Employed
35.746805
Suburban
Premium
3
19
564
7
2022-05-25 15:21:39.155231
Good
No
Weekly
Apartment
688
9,392
62
Male
5,829
Single
3
High School
null
32.723474
Rural
Basic
null
0
848
1
2020-07-09 15:21:39.222387
Good
No
Weekly
Apartment
381
9,393
21
Female
15,126
Married
1
Bachelor's
null
27.739681
Suburban
Basic
0
2
556
4
2023-09-28 15:21:39.187211
Average
Yes
Monthly
House
1,059
9,394
61
Female
32,507
Single
1
Master's
Employed
17.397438
Rural
Comprehensive
1
12
581
3
2021-02-23 15:21:39.263607
Good
Yes
Monthly
Apartment
579
9,395
33
Male
29,152
Single
1
Bachelor's
null
23.9375
Rural
Premium
null
2
684
8
2023-10-25 15:21:39.204201
Average
Yes
Daily
House
2,939
9,396
44
Male
2,371
Married
3
High School
Unemployed
17.81918
Urban
Comprehensive
0
11
718
3
2019-11-12 15:21:39.281787
Poor
Yes
Monthly
Condo
2,512
9,397
39
Male
30,881
Divorced
2
Master's
Self-Employed
29.893868
Suburban
Basic
null
13
688
7
2019-08-18 15:21:39.248098
Poor
No
Daily
Condo
2,031
9,398
36
Male
11,433
Divorced
2
Master's
Employed
41.929828
Urban
Premium
1
19
432
3
2020-01-02 15:21:39.132191
null
Yes
Rarely
Condo
2,168
9,399
55
Female
80,963
null
1
PhD
Self-Employed
22.640437
Suburban
Comprehensive
2
10
313
1
2021-02-04 15:21:39.115178
Average
Yes
Weekly
House
1,527