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
1,176,300
46
Female
18,095
Married
0
Master's
Self-Employed
29.055518
Urban
Basic
null
4
null
3
2020-08-12 15:21:39.087123
Average
No
Monthly
Condo
1,272
1,176,301
58
Male
15,983
Single
2
Bachelor's
Employed
35.163659
Suburban
Basic
0
13
749
1
2021-01-26 15:21:39.155231
Good
Yes
Rarely
Condo
781
1,176,302
43
Male
74,860
Married
4
Master's
Employed
16.986235
Suburban
Basic
3
1
671
3
2024-07-01 15:21:39.082499
Poor
Yes
Weekly
Apartment
2,158
1,176,303
29
Female
51,769
Divorced
0
PhD
Unemployed
13.038269
Suburban
Basic
2
19
658
8
2021-12-03 15:21:39.134960
Poor
Yes
Daily
Condo
4,909
1,176,304
28
Female
66,931
Married
0
Bachelor's
null
50.82718
Rural
Basic
null
14
507
1
2021-06-25 15:21:39.237118
Good
Yes
Daily
Apartment
3,541
1,176,305
33
Female
35,214
Divorced
null
Master's
Self-Employed
25.824557
Rural
Comprehensive
null
9
null
2
2023-06-18 15:21:39.155231
Good
No
Rarely
Condo
1,152
1,176,306
53
Male
2,445
Divorced
4
Bachelor's
Unemployed
null
Suburban
Basic
1
11
753
2
2020-12-12 15:21:39.112553
Poor
No
Monthly
Condo
740
1,176,307
23
Male
20,088
Divorced
4
Master's
null
43.939498
Urban
Basic
null
10
652
1
2024-03-05 15:21:39.237118
Good
No
Weekly
House
1,139
1,176,308
22
Female
3,465
Married
4
Master's
Employed
21.746127
Urban
Premium
1
5
711
7
2022-08-27 15:21:39.211806
null
Yes
Weekly
House
1,127
1,176,309
19
Female
null
Married
4
PhD
Employed
43.143796
Urban
Basic
2
3
556
9
2019-09-15 15:21:39.271453
Poor
Yes
Weekly
House
3,034
1,176,310
58
Female
null
Single
0
Bachelor's
null
12.240857
Rural
Premium
2
0
331
4
2023-03-24 15:21:39.087123
Average
Yes
Rarely
House
171
1,176,311
54
Female
46,125
Single
4
Bachelor's
Self-Employed
33.634326
Urban
Premium
0
5
753
2
2022-09-17 15:21:39.145732
Poor
Yes
Monthly
House
2,065
1,176,312
23
Female
29,870
Single
2
Bachelor's
null
10.423848
Rural
Premium
2
12
332
2
2024-05-19 15:21:39.164044
Good
No
Weekly
Apartment
1,659
1,176,313
64
Female
9,828
Single
4
High School
null
32.566846
Urban
Basic
1
9
780
4
2022-10-01 15:21:39.097737
Good
No
Weekly
Condo
2,270
1,176,314
41
Female
47,766
Married
null
High School
Unemployed
41.656048
Urban
Comprehensive
1
11
381
6
2019-08-25 15:21:39.252145
Average
No
Monthly
Apartment
1,276
1,176,315
23
Female
16,054
Divorced
1
High School
Self-Employed
21.946644
Rural
Comprehensive
2
10
589
9
2023-03-15 15:21:39.258696
Poor
Yes
Monthly
Apartment
1,079
1,176,316
21
Female
120,849
Single
null
High School
Employed
46.282619
Suburban
Comprehensive
3
15
328
9
2021-10-16 15:21:39.107553
Good
Yes
Daily
Condo
1,019
1,176,317
32
Female
13,894
Single
1
Master's
Employed
41.988459
Rural
Comprehensive
0
8
530
1
2021-02-20 15:21:39.237118
Poor
No
Daily
Condo
562
1,176,318
52
Female
26,806
Single
0
Bachelor's
null
23.135588
Rural
Premium
1
1
656
5
2020-09-02 15:21:39.237118
Average
Yes
Monthly
Condo
805
1,176,319
29
Female
13,983
Single
3
Bachelor's
Self-Employed
22.929753
Rural
Basic
1
16
739
7
2020-10-28 15:21:39.244069
Poor
Yes
Rarely
Apartment
28
1,176,320
32
Male
1,813
Single
1
Bachelor's
null
null
Urban
Comprehensive
null
10
637
5
2022-06-26 15:21:39.093681
Poor
No
Weekly
Apartment
1,304
1,176,321
28
Female
123,274
Single
null
Bachelor's
Self-Employed
51.982905
Suburban
Comprehensive
1
6
null
6
2019-10-17 15:21:39.171102
Poor
No
Weekly
House
272
1,176,322
28
Female
27,566
Single
0
Master's
Unemployed
12.444503
Urban
Basic
2
7
765
3
2020-03-16 15:21:39.148733
Average
No
Rarely
Apartment
724
1,176,323
45
Male
12,881
Single
0
High School
Unemployed
20.824367
Rural
Basic
0
2
null
6
2021-11-06 15:21:39.207847
Average
No
Rarely
Apartment
1,086
1,176,324
30
Male
94,576
Divorced
1
High School
Unemployed
40.56852
Suburban
Basic
0
1
811
9
2021-01-05 15:21:39.286113
Poor
Yes
Monthly
Condo
3,685
1,176,325
34
Female
8,092
Married
0
Master's
Self-Employed
21.945619
Rural
Premium
0
11
646
6
2021-02-02 15:21:39.147735
Poor
No
Daily
Condo
1,646
1,176,326
43
Female
29,407
Divorced
2
Bachelor's
Unemployed
14.959758
Urban
Basic
2
0
798
6
2021-02-04 15:21:39.282785
Good
No
Daily
Condo
2,044
1,176,327
22
Male
35,180
Married
3
Bachelor's
Unemployed
39.061306
Urban
Basic
1
14
842
9
2023-05-17 15:21:39.126661
Poor
No
Weekly
Apartment
1,100
1,176,328
20
Female
67,742
Married
0
PhD
Self-Employed
33.671795
Rural
Comprehensive
null
16
414
6
2021-01-27 15:21:39.274993
Good
Yes
Rarely
Condo
2,433
1,176,329
47
Female
6,870
Divorced
0
Bachelor's
Unemployed
null
Rural
Premium
null
8
null
9
2020-04-05 15:21:39.134960
Poor
Yes
Monthly
Apartment
807
1,176,330
32
Female
23,889
Married
0
PhD
Self-Employed
23.127534
Rural
Basic
0
13
628
2
2021-09-25 15:21:39.199447
Average
Yes
Monthly
House
55
1,176,331
31
Female
17,493
Married
2
Bachelor's
null
20.818363
Rural
Comprehensive
0
17
844
1
2022-07-18 15:21:39.237118
Good
No
Weekly
Condo
1,002
1,176,332
22
Female
29,559
Single
1
Master's
Unemployed
5.569861
Urban
Basic
1
9
502
2
2022-05-21 15:21:39.121169
Poor
No
Weekly
Apartment
488
1,176,333
51
Male
20,894
Married
2
Bachelor's
Self-Employed
18.263913
Suburban
Premium
0
10
597
4
2022-12-05 15:21:39.172097
Average
Yes
Rarely
Apartment
1,297
1,176,334
36
Male
186
Married
2
Master's
Unemployed
17.86745
Urban
Basic
0
16
735
1
2023-04-29 15:21:39.150730
Average
No
Weekly
House
2,054
1,176,335
38
Female
null
Single
2
PhD
Unemployed
3.482505
Urban
Comprehensive
2
1
642
3
2022-01-08 15:21:39.177724
Average
No
Weekly
Apartment
2,294
1,176,336
23
Male
928
Married
2
Master's
null
27.927502
Suburban
Premium
0
11
741
6
2023-09-29 15:21:39.155231
Average
Yes
Weekly
Apartment
2,801
1,176,337
54
Female
1,806
Single
1
Master's
Self-Employed
46.885881
Urban
Basic
null
11
696
5
2020-01-19 15:21:39.091080
Average
No
Daily
House
2,714
1,176,338
30
Female
3,045
Single
4
Bachelor's
Self-Employed
7.59153
Suburban
Comprehensive
null
14
420
9
2023-07-18 15:21:39.273973
Poor
Yes
Monthly
Apartment
495
1,176,339
27
Female
null
Single
4
High School
Unemployed
32.452182
Urban
Premium
0
5
392
4
2024-02-22 15:21:39.274993
Poor
Yes
Daily
Apartment
1,637
1,176,340
27
Male
5,732
Divorced
0
PhD
Self-Employed
13.857293
Urban
Basic
0
15
616
2
2023-02-18 15:21:39.220389
Good
No
Rarely
House
855
1,176,341
37
Male
59,972
Divorced
4
PhD
Employed
25.634888
Rural
Basic
null
4
769
7
2023-04-04 15:21:39.093681
Poor
No
Daily
Condo
87
1,176,342
51
Female
5,892
Divorced
null
Bachelor's
null
null
Rural
Premium
2
13
694
2
2023-08-27 15:21:39.177724
Good
Yes
Monthly
Apartment
818
1,176,343
36
Male
8,908
Single
2
High School
Unemployed
25.839321
Urban
Basic
0
5
462
2
2020-07-27 15:21:39.155231
Poor
Yes
Monthly
Condo
1,085
1,176,344
60
Male
8,791
Divorced
3
PhD
Self-Employed
32.923564
Rural
Basic
1
18
null
1
2020-04-07 15:21:39.194829
Poor
Yes
Daily
Apartment
434
1,176,345
58
Female
18,609
Single
0
High School
Self-Employed
12.270857
Suburban
Premium
0
5
434
5
2023-10-20 15:21:39.096739
Average
Yes
Monthly
House
661
1,176,346
39
Female
8,791
Single
null
Bachelor's
null
26.938489
Rural
Premium
1
12
558
6
2021-10-28 15:21:39.194829
Good
Yes
Rarely
Condo
590
1,176,347
34
Female
86,671
Married
0
Bachelor's
null
51.126435
Urban
Premium
0
2
786
9
2021-10-12 15:21:39.134960
Poor
No
Daily
Condo
544
1,176,348
34
Male
null
Divorced
1
Bachelor's
Employed
21.174786
Suburban
Comprehensive
3
7
789
5
2023-12-19 15:21:39.169102
null
No
Monthly
Apartment
101
1,176,349
53
Female
116,502
Single
2
High School
Employed
4.074938
Rural
Basic
2
1
766
5
2023-04-08 15:21:39.164044
Average
No
Weekly
House
241
1,176,350
26
Male
48,328
Married
2
Master's
null
null
Rural
Basic
1
16
471
2
2019-12-25 15:21:39.086123
Good
Yes
Daily
Apartment
2,065
1,176,351
47
Male
45,928
Married
0
High School
Employed
5.049412
Urban
Basic
3
6
548
2
2019-09-03 15:21:39.126661
Average
Yes
Daily
House
464
1,176,352
40
Female
5,899
Divorced
2
PhD
Employed
10.769651
Urban
Comprehensive
4
16
756
8
2021-05-11 15:21:39.194829
Good
Yes
Daily
House
463
1,176,353
25
Female
43,973
Divorced
0
High School
Employed
42.18276
Rural
Comprehensive
0
12
null
6
2021-12-06 15:21:39.121169
Average
Yes
Monthly
Condo
2,393
1,176,354
60
Female
39,321
Single
3
Bachelor's
Employed
39.44183
Rural
Premium
0
0
638
5
2023-02-13 15:21:39.170099
Good
No
Daily
Apartment
2,449
1,176,355
47
Female
72,483
Single
4
PhD
null
null
Rural
Comprehensive
1
12
494
1
2024-07-13 15:21:39.226954
Poor
Yes
Daily
House
1,135
1,176,356
55
Female
96,849
Single
1
PhD
Employed
50.957535
Rural
Comprehensive
null
13
836
9
2024-03-30 15:21:39.179186
Average
No
Weekly
Apartment
150
1,176,357
33
Male
39,460
Married
3
PhD
null
11.783345
Suburban
Premium
null
18
787
6
2021-06-21 15:21:39.290098
Good
Yes
Weekly
House
442
1,176,358
51
Female
99,535
Divorced
4
High School
null
22.766808
Urban
Basic
0
4
null
4
2019-12-08 15:21:39.124659
Good
No
Weekly
Condo
283
1,176,359
62
Male
null
Divorced
4
PhD
Self-Employed
19.927373
Rural
Comprehensive
1
5
670
1
2022-11-05 15:21:39.083497
Poor
Yes
Weekly
House
81
1,176,360
30
Female
52,321
Divorced
4
Bachelor's
Self-Employed
48.271279
Urban
Basic
0
4
372
9
2021-07-20 15:21:39.100695
Poor
Yes
Monthly
Condo
1,708
1,176,361
63
Female
24,591
Married
4
High School
Employed
50.390558
Rural
Comprehensive
0
15
328
8
2020-04-09 15:21:39.132191
Average
Yes
Daily
Apartment
1,204
1,176,362
42
Female
3,717
Divorced
4
High School
Self-Employed
12.177049
Urban
Comprehensive
null
14
442
5
2022-10-02 15:21:39.237118
Poor
Yes
Monthly
Condo
716
1,176,363
21
Male
29,513
Married
2
PhD
Employed
23.683853
Suburban
Comprehensive
null
8
496
7
2022-12-03 15:21:39.129190
Average
Yes
Monthly
Apartment
515
1,176,364
53
Male
29,091
Divorced
null
High School
Employed
28.619099
Suburban
Comprehensive
null
8
488
5
2023-06-21 15:21:39.273973
Poor
Yes
Rarely
Apartment
1,036
1,176,365
19
Male
2,889
Divorced
2
Master's
null
null
Rural
Comprehensive
0
7
566
1
2022-09-20 15:21:39.285112
Poor
Yes
Daily
Apartment
1,466
1,176,366
58
Female
5,737
Single
3
PhD
Self-Employed
19.039117
Suburban
Premium
1
14
765
7
2023-12-25 15:21:39.289099
Poor
No
Monthly
Apartment
563
1,176,367
23
Male
25,554
Married
2
Master's
Employed
44.158512
Urban
Basic
0
7
522
6
2022-01-06 15:21:39.130190
Good
No
Monthly
House
992
1,176,368
43
Female
61,563
Single
1
Bachelor's
null
30.355876
Rural
Comprehensive
0
5
null
1
2020-04-22 15:21:39.192212
Good
No
Daily
House
341
1,176,369
64
Female
8,984
Married
1
Bachelor's
null
31.540829
Urban
Premium
1
5
567
1
2023-01-26 15:21:39.290098
Poor
No
Monthly
House
603
1,176,370
62
Male
null
Divorced
1
Bachelor's
Unemployed
10.786935
Urban
Basic
0
14
431
4
2024-05-17 15:21:39.106582
Poor
No
Weekly
Condo
1,191
1,176,371
55
Male
14,084
Married
0
High School
null
14.068762
Rural
Comprehensive
1
16
816
5
2023-03-10 15:21:39.261856
Poor
No
Daily
House
496
1,176,372
43
Male
null
Married
0
Master's
Employed
9.571994
Suburban
Comprehensive
null
19
427
9
2023-07-05 15:21:39.129190
Average
No
Daily
Condo
983
1,176,373
60
Male
1,476
Single
4
Master's
Employed
null
Suburban
Basic
null
9
685
1
2022-09-05 15:21:39.226954
Good
Yes
Weekly
House
722
1,176,374
54
Male
31,153
Single
0
Bachelor's
null
4.303054
Suburban
Premium
0
8
541
7
2022-07-09 15:21:39.264504
Average
No
Monthly
Apartment
34
1,176,375
37
Female
87,512
Single
3
PhD
Unemployed
41.507859
Suburban
Premium
0
6
382
9
2024-03-11 15:21:39.271453
Average
Yes
Rarely
House
1,647
1,176,376
30
Female
50,907
Single
4
PhD
null
7.168928
Urban
Basic
1
13
328
7
2023-06-11 15:21:39.086123
Good
No
Weekly
House
533
1,176,377
49
Male
37,662
Single
4
Bachelor's
Self-Employed
31.819139
Suburban
Basic
2
10
579
6
2022-11-05 15:21:39.208842
Good
Yes
Weekly
Condo
1,356
1,176,378
44
Male
113,632
Married
3
Bachelor's
Self-Employed
6.848965
Suburban
Basic
1
6
393
6
2023-08-25 15:21:39.178717
Poor
No
Weekly
Condo
466
1,176,379
21
Female
147,879
Married
2
Bachelor's
Employed
32.074922
Suburban
Premium
null
16
615
1
2021-10-02 15:21:39.285112
null
Yes
Rarely
Condo
4,981
1,176,380
42
Male
64,958
Married
2
Master's
null
13.69341
Urban
Premium
3
15
471
9
2024-06-12 15:21:39.246098
Good
Yes
Monthly
House
2,133
1,176,381
24
Female
19,031
Married
3
PhD
Self-Employed
35.5559
Rural
Premium
2
16
825
3
2021-04-01 15:21:39.218388
Average
No
Rarely
House
255
1,176,382
28
Male
1,398
Single
0
PhD
Employed
3.073659
Urban
Basic
null
8
622
1
2023-08-17 15:21:39.134960
Poor
Yes
Monthly
House
114
1,176,383
64
Female
15,113
Married
4
Master's
Employed
3.166423
Suburban
Premium
null
5
634
2
2023-05-22 15:21:39.147735
Good
No
Weekly
Apartment
726
1,176,384
58
Female
28,193
Single
2
Bachelor's
null
46.097237
Rural
Premium
null
11
639
4
2021-08-30 15:21:39.190215
Good
Yes
Rarely
House
832
1,176,385
29
Male
8,760
Single
null
High School
null
6.040976
Urban
Basic
null
8
443
8
2023-10-05 15:21:39.264504
Good
Yes
Monthly
Apartment
1,190
1,176,386
40
Female
61,345
Divorced
4
Master's
Employed
25.975728
Rural
Premium
0
1
324
7
2020-10-04 15:21:39.175719
Good
Yes
Weekly
Condo
373
1,176,387
27
Female
66,908
Single
2
High School
Unemployed
4.869842
Rural
Premium
1
16
null
4
2021-01-04 15:21:39.237118
Poor
Yes
Monthly
Condo
397
1,176,388
40
Female
35,991
Married
1
PhD
Employed
30.294912
Rural
Comprehensive
0
13
652
2
2022-01-13 15:21:39.096739
Poor
Yes
Daily
House
464
1,176,389
63
Female
807
Divorced
1
Bachelor's
Self-Employed
20.964186
Suburban
Premium
null
12
313
5
2022-05-30 15:21:39.219432
Average
No
Weekly
Apartment
862
1,176,390
19
Male
18,588
Divorced
4
PhD
null
25.938866
Urban
Premium
0
10
null
4
2023-02-18 15:21:39.103737
null
No
Weekly
Condo
885
1,176,391
60
Male
14,094
Single
4
Bachelor's
Employed
null
Urban
Basic
null
5
null
1
2022-01-07 15:21:39.237118
Poor
No
Daily
Condo
1,347
1,176,392
18
Male
26,668
Married
1
Master's
Unemployed
25.920126
Rural
Premium
null
6
779
9
2021-08-08 15:21:39.134960
Good
No
Weekly
Apartment
489
1,176,393
45
Female
141,167
Single
1
PhD
Self-Employed
22.123686
Rural
Comprehensive
3
6
531
6
2023-01-16 15:21:39.256696
null
No
Monthly
House
1,162
1,176,394
30
Male
62,789
Single
2
Bachelor's
null
47.723702
Rural
Basic
0
14
459
6
2023-02-04 15:21:39.112553
null
No
Daily
Apartment
984
1,176,395
20
Female
5,892
Divorced
1
PhD
null
9.844883
Rural
Basic
1
11
338
8
2022-03-14 15:21:39.190215
Average
Yes
Weekly
Condo
1,025
1,176,396
54
Male
2,598
Divorced
null
High School
Employed
20.055623
Urban
Comprehensive
2
17
null
8
2023-07-27 15:21:39.272456
Good
Yes
Daily
Condo
644
1,176,397
41
Female
6,965
Married
0
Master's
Unemployed
null
Rural
Basic
null
3
null
4
2019-11-17 15:21:39.267454
Poor
No
Monthly
House
1,154
1,176,398
59
Male
108,416
Divorced
0
High School
Unemployed
26.017865
Urban
Premium
null
17
594
9
2019-11-08 15:21:39.134960
null
Yes
Daily
Apartment
199
1,176,399
54
Male
43,773
Married
3
Master's
null
29.817406
Urban
Comprehensive
1
10
723
6
2020-04-28 15:21:39.103737
Good
Yes
Monthly
Apartment
593