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
41,300
28
Male
12,027
Single
0
Master's
Employed
14.88162
Rural
Premium
1
0
579
8
2021-06-24 15:21:39.248098
Poor
No
Monthly
Condo
4,264
41,301
63
Male
121,939
Divorced
null
PhD
null
14.965103
Rural
Comprehensive
3
6
636
8
2019-10-22 15:21:39.092127
Poor
No
Weekly
Condo
437
41,302
22
Female
61,646
Married
4
High School
Unemployed
23.145868
Suburban
Premium
1
5
414
2
2022-07-04 15:21:39.285112
Poor
Yes
Rarely
House
1,668
41,303
39
Female
464
Married
3
Master's
null
21.559516
Suburban
Basic
1
13
746
3
2024-03-01 15:21:39.131192
Poor
Yes
Weekly
Condo
28
41,304
27
Female
2,696
Divorced
2
High School
null
23.154582
Urban
Basic
0
10
302
4
2022-12-05 15:21:39.105504
Poor
No
Weekly
Apartment
1,841
41,305
51
Female
12,047
Married
0
Bachelor's
null
26.835672
Urban
Premium
0
3
754
1
2022-08-09 15:21:39.251142
Good
No
Weekly
Condo
621
41,306
30
Female
22,666
Divorced
0
High School
Self-Employed
40.924401
Rural
Premium
null
7
791
2
2022-12-22 15:21:39.155231
Average
Yes
Weekly
Apartment
1,259
41,307
24
Female
29,682
Single
4
Master's
null
9.016969
Rural
Basic
1
16
464
5
2021-09-11 15:21:39.276901
Average
No
Weekly
House
582
41,308
53
Male
16,682
Single
4
Bachelor's
null
18.242786
Rural
Comprehensive
1
16
564
6
2023-12-18 15:21:39.279729
Good
Yes
Rarely
Condo
887
41,309
35
Male
116,632
Single
2
PhD
Self-Employed
22.539676
Suburban
Premium
0
14
505
4
2022-02-05 15:21:39.237118
Good
Yes
Monthly
House
101
41,310
24
Male
103,724
Divorced
4
Bachelor's
Employed
18.559879
Rural
Basic
null
12
738
5
2022-08-22 15:21:39.134960
Average
No
Rarely
Condo
101
41,311
45
Female
61,661
Divorced
1
High School
null
17.988266
Urban
Basic
2
0
368
8
2022-07-22 15:21:39.126661
Poor
Yes
Daily
Apartment
740
41,312
56
Male
2,414
Married
4
PhD
null
36.071133
Rural
Comprehensive
null
12
328
3
2022-09-25 15:21:39.237118
Poor
No
Weekly
Apartment
469
41,313
34
Female
7,991
Divorced
1
Bachelor's
Unemployed
10.286614
Suburban
Basic
1
2
656
3
2021-02-08 15:21:39.237118
Average
No
Rarely
House
742
41,314
20
Male
25,011
Single
4
Bachelor's
Self-Employed
29.936764
Suburban
Premium
0
2
null
6
2022-06-17 15:21:39.205850
Good
Yes
Weekly
House
1,408
41,315
49
Female
5,991
Divorced
1
High School
null
23.829117
Urban
Basic
0
9
685
6
2020-06-07 15:21:39.134960
Average
No
Monthly
Condo
928
41,316
null
Female
1,173
Single
1
Bachelor's
Employed
13.652096
Suburban
Premium
null
3
441
2
2020-10-18 15:21:39.134960
Average
No
Weekly
House
893
41,317
27
Female
null
Divorced
2
High School
null
5.958683
Rural
Premium
null
15
633
5
2023-04-11 15:21:39.190215
Average
No
Rarely
Condo
382
41,318
33
Female
133,313
Divorced
3
High School
Employed
12.692999
Suburban
Premium
null
4
424
5
2022-05-27 15:21:39.237118
Average
Yes
Daily
Condo
884
41,319
29
Female
49,148
Divorced
4
PhD
null
22.254793
Rural
Basic
1
18
543
2
2022-09-11 15:21:39.182597
Poor
No
Rarely
Condo
48
41,320
62
Male
10,412
Married
4
High School
Unemployed
22.944851
Rural
Premium
null
15
709
7
2021-05-30 15:21:39.104139
Good
No
Daily
Apartment
837
41,321
61
Female
28,550
Divorced
0
PhD
null
34.845955
Suburban
Comprehensive
0
19
619
6
2020-06-11 15:21:39.177724
Poor
No
Monthly
Condo
1,377
41,322
59
Male
26,348
Single
0
Bachelor's
Self-Employed
53.325865
Urban
Basic
null
14
667
7
2020-07-09 15:21:39.104139
null
No
Daily
House
2,790
41,323
26
Female
40,777
Single
1
Master's
null
31.674678
Suburban
Comprehensive
0
12
null
4
2023-12-15 15:21:39.273973
Good
No
Daily
House
1,465
41,324
50
Female
3,765
Single
null
Master's
Employed
31.935364
Rural
Comprehensive
2
11
588
3
2024-05-27 15:21:39.134960
Good
No
Daily
Apartment
1,617
41,325
50
Male
888
Single
3
Master's
null
23.73483
Rural
Basic
2
12
null
3
2021-08-08 15:21:39.146733
Average
Yes
Rarely
Apartment
1,063
41,326
27
Female
104,025
Married
4
Master's
Unemployed
26.435423
Urban
Comprehensive
1
10
305
2
2022-07-19 15:21:39.194829
Poor
Yes
Monthly
Condo
511
41,327
45
Female
62,955
Married
0
High School
null
16.988383
Suburban
Premium
2
14
null
5
2022-04-01 15:21:39.134960
null
Yes
Rarely
Condo
1,383
41,328
40
Male
4,818
Single
3
Bachelor's
Employed
34.623727
Urban
Basic
0
14
581
8
2024-03-02 15:21:39.089116
Good
Yes
Daily
House
3,028
41,329
33
Male
89,852
Divorced
2
PhD
Self-Employed
26.724778
Urban
Basic
null
13
634
9
2023-01-08 15:21:39.196387
null
No
Monthly
Condo
180
41,330
34
Male
135,510
Single
4
High School
null
16.883526
Rural
Comprehensive
null
17
398
3
2020-02-28 15:21:39.204790
Good
Yes
Weekly
House
39
41,331
50
Female
90,972
Divorced
1
High School
null
34.131209
Urban
Comprehensive
1
16
301
6
2024-07-06 15:21:39.095696
Poor
Yes
Daily
Apartment
1,447
41,332
50
Male
25,672
Single
1
High School
null
30.787317
Suburban
Premium
null
16
null
7
2024-04-24 15:21:39.237118
Average
Yes
Daily
Apartment
1,304
41,333
63
Male
25,860
Single
1
High School
Employed
42.829807
Rural
Comprehensive
0
12
488
9
2021-12-11 15:21:39.204790
Good
Yes
Daily
Apartment
1,320
41,334
43
Female
3,073
Divorced
4
High School
Unemployed
46.157767
Rural
Basic
2
2
556
2
2021-02-13 15:21:39.092127
Average
Yes
Monthly
House
1,215
41,335
39
Female
134,486
Single
1
High School
Self-Employed
15.611397
Rural
Basic
null
9
413
3
2021-11-15 15:21:39.219432
Average
Yes
Daily
Apartment
612
41,336
28
Male
46,269
Single
2
Bachelor's
Unemployed
30.997032
Suburban
Basic
null
0
325
9
2023-05-04 15:21:39.093681
Average
No
Monthly
Apartment
952
41,337
27
Male
18,113
Single
1
Bachelor's
null
21.894201
Rural
Basic
0
18
null
8
2020-12-31 15:21:39.190215
Poor
No
Weekly
Apartment
518
41,338
53
Male
5,947
Married
0
Master's
Unemployed
22.019217
Suburban
Comprehensive
2
3
565
9
2020-04-12 15:21:39.183598
Good
Yes
Monthly
House
1,502
41,339
55
Male
14,961
Married
1
Bachelor's
null
null
Urban
Basic
0
18
null
7
2020-03-12 15:21:39.206847
Poor
Yes
Weekly
Condo
1,089
41,340
22
Male
75,587
Divorced
3
Bachelor's
null
11.994845
Suburban
Comprehensive
0
0
391
6
2020-02-04 15:21:39.192212
Good
No
Rarely
Apartment
69
41,341
35
Male
27,358
Single
null
Master's
Self-Employed
29.819018
Suburban
Premium
null
6
833
3
2020-03-24 15:21:39.134960
Poor
No
Weekly
Apartment
3,361
41,342
36
Female
37,610
Married
4
High School
null
13.868308
Rural
Premium
1
8
480
1
2021-07-08 15:21:39.233998
Poor
Yes
Weekly
House
1,355
41,343
19
Male
2,784
Married
0
Master's
Employed
28.842203
Urban
Basic
0
7
827
7
2022-10-01 15:21:39.092127
Good
Yes
Daily
Condo
2,816
41,344
57
Male
111,029
Single
0
Master's
Unemployed
18.311524
Rural
Basic
null
16
555
5
2020-08-22 15:21:39.172097
Good
No
Monthly
Apartment
347
41,345
44
Female
28,897
Divorced
3
PhD
Self-Employed
7.923171
Urban
Premium
1
0
602
2
2024-05-16 15:21:39.091080
Poor
No
Monthly
House
639
41,346
19
Male
5,877
Divorced
4
Master's
Employed
36.77266
Urban
Comprehensive
null
17
591
2
2020-12-22 15:21:39.209847
Poor
Yes
Rarely
Apartment
632
41,347
33
Male
72,430
Single
0
Master's
null
37.857318
Suburban
Premium
1
2
302
9
2023-12-19 15:21:39.272456
Average
No
Daily
Condo
1,347
41,348
20
Female
1,804
Married
3
Master's
Employed
26.848843
Urban
Premium
null
16
493
4
2023-12-23 15:21:39.257696
Average
Yes
Weekly
Condo
551
41,349
52
Female
11,980
Single
4
Bachelor's
Self-Employed
17.173701
Urban
Comprehensive
0
5
565
5
2024-04-03 15:21:39.192212
Average
No
Rarely
Apartment
461
41,350
48
Male
1,535
Single
4
PhD
Employed
23.857121
Rural
Premium
1
4
751
2
2024-06-28 15:21:39.194829
Average
No
Rarely
House
69
41,351
41
Female
31,311
Single
1
Bachelor's
Self-Employed
11.053425
Suburban
Basic
2
6
478
4
2020-01-03 15:21:39.180553
Poor
No
Daily
Condo
1,520
41,352
27
Male
93,311
Divorced
1
PhD
Employed
26.127321
Suburban
Basic
0
5
377
2
2023-12-09 15:21:39.276901
Poor
No
Weekly
Condo
1,753
41,353
29
Female
35,239
Single
2
PhD
Unemployed
26.835694
Rural
Comprehensive
null
19
658
2
2022-12-08 15:21:39.254678
Average
Yes
Daily
Apartment
1,521
41,354
23
Male
6,839
Married
4
High School
Employed
null
Urban
Premium
0
12
683
3
2021-04-27 15:21:39.155231
Good
No
Monthly
House
1,803
41,355
23
Female
63,954
Divorced
4
High School
Self-Employed
29.938559
Rural
Premium
3
13
null
3
2021-12-30 15:21:39.254678
Average
Yes
Daily
Condo
296
41,356
40
Female
81,684
Married
2
High School
Employed
26.336634
Urban
Premium
null
14
464
9
2023-08-05 15:21:39.134960
Average
No
Daily
Condo
2,484
41,357
37
Female
14,165
Divorced
0
Master's
null
49.527084
Rural
Comprehensive
null
14
null
7
2020-07-05 15:21:39.215386
Good
Yes
Weekly
Condo
853
41,358
48
Female
5,935
Married
2
PhD
Self-Employed
30.441371
Urban
Basic
0
14
662
5
2024-05-01 15:21:39.222387
Average
No
Monthly
Apartment
2,347
41,359
54
Male
81,328
Divorced
3
PhD
Self-Employed
42.817362
Rural
Basic
2
13
391
7
2022-07-16 15:21:39.261856
null
No
Rarely
Condo
1,553
41,360
35
Female
15,982
Single
0
High School
null
18.72612
Suburban
Basic
null
2
null
5
2020-02-13 15:21:39.119168
Poor
Yes
Monthly
Condo
492
41,361
45
Male
3,859
Married
4
Master's
Self-Employed
13.073959
Urban
Basic
null
8
629
4
2020-11-09 15:21:39.237118
Good
Yes
Weekly
Apartment
2,104
41,362
23
Female
30,816
Single
0
Bachelor's
Employed
19.836607
Urban
Comprehensive
null
14
787
9
2020-01-11 15:21:39.182597
Average
Yes
Daily
Condo
688
41,363
39
Male
1,701
Married
3
Bachelor's
Employed
9.266835
Urban
Comprehensive
4
19
468
1
2020-09-01 15:21:39.265513
Poor
No
Weekly
Apartment
1,885
41,364
34
Male
81,322
Divorced
1
PhD
Unemployed
null
Rural
Premium
0
15
492
4
2021-10-19 15:21:39.237118
Good
Yes
Rarely
House
1,144
41,365
39
Male
18,031
Divorced
2
Bachelor's
Employed
26.187911
Suburban
Basic
1
12
832
2
2020-01-27 15:21:39.126661
Good
Yes
Weekly
Apartment
1,391
41,366
33
Female
2,067
Married
1
Bachelor's
Self-Employed
21.096115
Rural
Comprehensive
2
19
584
7
2020-01-18 15:21:39.132191
Poor
No
Monthly
House
223
41,367
22
Male
107,527
Single
1
Master's
Self-Employed
15.185008
Urban
Comprehensive
2
13
410
4
2021-04-27 15:21:39.080440
null
No
Rarely
Condo
1,739
41,368
53
Female
2,480
Divorced
1
Master's
Employed
13.079261
Urban
Premium
5
4
812
4
2021-01-01 15:21:39.254678
Poor
No
Monthly
Condo
100
41,369
25
Female
null
Married
0
PhD
null
15.812208
Urban
Premium
1
16
339
7
2020-03-05 15:21:39.107553
Average
No
Weekly
House
1,505
41,370
48
Male
123,152
Single
1
Master's
Unemployed
44.91214
Suburban
Premium
null
4
null
4
2020-09-04 15:21:39.164044
Average
No
Daily
House
123
41,371
26
Female
58,983
Single
0
PhD
Self-Employed
47.935454
Urban
Comprehensive
null
13
672
6
2024-07-05 15:21:39.125660
Average
Yes
Rarely
Apartment
82
41,372
54
Male
20,360
Married
null
PhD
Unemployed
32.582568
Rural
Premium
2
16
357
9
2022-08-15 15:21:39.252145
Good
Yes
Rarely
Condo
1,302
41,373
47
Female
2,883
Single
4
High School
null
19.013798
Rural
Comprehensive
null
8
463
6
2023-11-15 15:21:39.174719
Poor
No
Weekly
House
1,410
41,374
32
Female
69,954
Married
0
PhD
Employed
16.649231
Urban
Comprehensive
1
9
369
8
2024-02-05 15:21:39.220389
Poor
No
Monthly
Apartment
489
41,375
28
Female
15,641
Married
1
PhD
null
13.002956
Rural
Comprehensive
null
9
576
1
2023-11-15 15:21:39.191219
Poor
Yes
Weekly
Apartment
621
41,376
36
Male
null
Single
0
High School
Self-Employed
17.44495
Rural
Comprehensive
2
14
364
2
2021-05-21 15:21:39.170099
Average
Yes
Monthly
House
471
41,377
45
Male
27,352
Divorced
4
Master's
Employed
18.809631
Suburban
Basic
null
17
727
7
2022-12-23 15:21:39.237118
Average
Yes
Monthly
Condo
2,166
41,378
22
Male
null
Divorced
3
Bachelor's
Employed
51.504628
Urban
Premium
null
4
838
5
2022-11-07 15:21:39.237118
Good
Yes
Monthly
Apartment
515
41,379
44
Male
4,936
null
4
Bachelor's
null
9.75647
Rural
Premium
2
5
646
5
2020-12-13 15:21:39.126661
Average
No
Monthly
Apartment
2,058
41,380
51
Male
11,410
Divorced
0
High School
Self-Employed
29.534183
Suburban
Basic
0
19
426
3
2019-11-28 15:21:39.289099
Average
No
Weekly
Condo
1,727
41,381
59
Female
15,686
Married
2
PhD
Employed
24.662441
Rural
Basic
1
2
776
1
2021-12-04 15:21:39.134960
Average
No
Weekly
Apartment
554
41,382
59
Female
5,525
Married
2
Bachelor's
null
41.858108
Rural
Comprehensive
null
0
616
3
2019-08-24 15:21:39.080440
Good
No
Rarely
Apartment
837
41,383
46
Female
24
Married
2
Master's
null
31.849389
Urban
Premium
null
13
551
6
2024-03-13 15:21:39.198406
Good
Yes
Rarely
Apartment
2,102
41,384
null
Male
47,172
Single
0
Bachelor's
Employed
18.793859
Suburban
Premium
null
3
363
7
2020-05-12 15:21:39.274993
null
Yes
Monthly
Apartment
766
41,385
null
Male
6,465
Married
3
Bachelor's
null
31.398916
Urban
Basic
0
13
null
7
2022-10-08 15:21:39.180553
Good
No
Weekly
Apartment
1,232
41,386
28
Male
120,744
Married
1
Master's
Self-Employed
12.616736
Rural
Basic
3
12
469
6
2021-07-11 15:21:39.245086
Average
Yes
Rarely
House
28
41,387
null
Male
36,246
Divorced
3
PhD
Self-Employed
24.597741
Suburban
Basic
1
3
635
6
2024-04-17 15:21:39.222387
Good
No
Weekly
Condo
792
41,388
38
Female
25,683
Divorced
null
PhD
Unemployed
18.31755
Rural
Basic
3
7
539
1
2022-07-08 15:21:39.237118
Average
Yes
Daily
House
1,404
41,389
50
Female
96,599
Single
2
PhD
Unemployed
32.547237
Rural
Comprehensive
1
15
393
6
2022-05-13 15:21:39.169102
Average
No
Rarely
House
587
41,390
51
Female
14,350
Married
2
PhD
Unemployed
12.06802
Urban
Comprehensive
0
11
759
3
2022-06-25 15:21:39.091080
Average
Yes
Rarely
Condo
450
41,391
49
Male
4,870
Divorced
1
High School
Employed
35.08173
Rural
Premium
1
1
null
4
2022-07-12 15:21:39.209847
Good
No
Rarely
Apartment
2,156
41,392
43
Male
132,725
Married
1
PhD
Unemployed
20.372912
Rural
Comprehensive
0
8
314
6
2019-09-06 15:21:39.134960
Average
No
Daily
Condo
639
41,393
60
Male
3,301
Divorced
0
Bachelor's
Unemployed
10.774476
Urban
Basic
null
5
474
4
2020-06-29 15:21:39.271453
Average
No
Rarely
House
1,744
41,394
59
Female
27,666
Divorced
3
High School
Self-Employed
46.497901
Rural
Basic
1
1
431
8
2021-07-06 15:21:39.209847
Average
Yes
Monthly
Condo
668
41,395
32
Male
31,406
Married
4
Master's
Unemployed
18.912922
Urban
Basic
0
11
467
1
2024-04-26 15:21:39.117183
null
No
Monthly
House
2,353
41,396
null
Male
4,538
Single
4
PhD
null
16.774144
Suburban
Comprehensive
2
12
719
3
2022-02-21 15:21:39.172097
Average
Yes
Rarely
Condo
412
41,397
48
Female
612
Married
1
PhD
Employed
50.636689
Suburban
Premium
3
11
744
6
2023-02-20 15:21:39.130190
Good
Yes
Monthly
Condo
1,628
41,398
35
Female
42,407
Divorced
0
PhD
Employed
10.88482
Rural
Comprehensive
1
10
749
7
2019-09-03 15:21:39.233998
Good
Yes
Rarely
Condo
1,206
41,399
27
Female
26,889
Single
3
PhD
null
21.331859
Urban
Comprehensive
0
6
619
6
2023-04-02 15:21:39.288099
Good
No
Rarely
Condo
676