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
22,300
22
Male
106,742
Single
2
Bachelor's
null
46.839857
Rural
Basic
1
6
725
3
2022-12-31 15:21:39.166062
Poor
Yes
Rarely
House
110
22,301
27
Male
82,899
null
null
High School
Unemployed
37.898794
Urban
Comprehensive
2
19
379
9
2021-04-20 15:21:39.172097
Average
Yes
Monthly
House
1,883
22,302
58
Female
null
Divorced
1
Master's
Unemployed
27.435428
Urban
Premium
null
7
403
1
2021-12-31 15:21:39.215386
Average
Yes
Monthly
Condo
1,447
22,303
27
Female
20,346
Single
4
Master's
Self-Employed
36.183845
Urban
Basic
0
14
626
1
2024-02-18 15:21:39.134960
Average
Yes
Rarely
House
1,373
22,304
26
Female
17,058
Single
2
Master's
Unemployed
9.764014
Suburban
Basic
null
6
null
5
2021-12-31 15:21:39.259788
Average
Yes
Monthly
Apartment
1,325
22,305
62
Male
83,571
Married
0
Master's
Self-Employed
30.566732
Suburban
Basic
2
7
784
8
2024-01-24 15:21:39.134960
Average
No
Daily
Condo
161
22,306
45
Female
43,660
Single
3
Master's
Employed
45.58928
Suburban
Comprehensive
0
8
639
9
2021-04-15 15:21:39.209847
Poor
No
Weekly
Apartment
1,470
22,307
28
Male
68,991
Divorced
1
Master's
null
36.986859
Suburban
Comprehensive
0
18
382
6
2023-11-26 15:21:39.132191
Good
No
Weekly
Condo
2,460
22,308
39
Male
1,465
Married
4
Bachelor's
Unemployed
null
Urban
Premium
0
5
515
9
2020-09-23 15:21:39.237118
Good
Yes
Rarely
Condo
635
22,309
45
Female
26,982
Single
4
Bachelor's
Unemployed
14.865331
Urban
Premium
1
10
null
1
2020-01-10 15:21:39.271453
Average
Yes
Daily
Apartment
1,290
22,310
36
Male
38,791
Divorced
1
High School
Self-Employed
6.996966
Urban
Basic
0
8
null
8
2023-06-29 15:21:39.155231
Poor
No
Monthly
Condo
890
22,311
60
Female
28,408
Divorced
0
PhD
Employed
37.826246
Suburban
Comprehensive
0
2
834
9
2022-07-01 15:21:39.155231
Average
No
Weekly
Apartment
1,022
22,312
64
Female
2,099
Single
2
Master's
Self-Employed
null
Suburban
Basic
1
6
627
7
2023-05-09 15:21:39.167099
Good
Yes
Rarely
Apartment
567
22,313
24
Female
5,825
Divorced
1
Master's
Self-Employed
27.591069
Rural
Comprehensive
0
7
417
9
2020-01-07 15:21:39.279729
null
Yes
Weekly
Condo
2,794
22,314
43
Female
45,673
Single
null
Master's
Employed
6.983309
Urban
Basic
null
16
null
3
2023-02-09 15:21:39.155231
Good
No
Weekly
Apartment
1,256
22,315
44
Female
9,918
Single
4
PhD
null
28.981631
Suburban
Premium
0
19
844
2
2020-01-08 15:21:39.133866
Average
Yes
Rarely
Apartment
2,238
22,316
46
Male
988
Single
null
High School
Employed
4.553531
Urban
Comprehensive
0
7
751
7
2020-03-05 15:21:39.155231
null
No
Daily
House
703
22,317
40
Male
81,574
Married
4
High School
null
26.128619
Rural
Premium
1
18
323
1
2020-12-22 15:21:39.236064
Average
No
Rarely
House
259
22,318
56
Male
64,934
Single
null
PhD
Unemployed
45.622632
Suburban
Premium
null
16
371
2
2021-12-15 15:21:39.228521
Good
Yes
Rarely
House
1,099
22,319
42
Male
30,228
Single
2
PhD
Employed
null
Urban
Premium
1
11
845
5
2022-03-01 15:21:39.151732
Average
No
Weekly
House
1,116
22,320
52
Female
2,646
Single
3
PhD
null
8.86954
Rural
Basic
2
16
702
4
2022-11-08 15:21:39.255696
Average
No
Daily
Apartment
2,034
22,321
37
Male
32,867
Single
0
Bachelor's
Unemployed
40.671267
Rural
Comprehensive
1
14
558
9
2023-01-18 15:21:39.155231
Poor
Yes
Monthly
Apartment
370
22,322
53
Female
24,552
Divorced
0
PhD
null
47.25593
Urban
Comprehensive
1
17
null
9
2021-01-05 15:21:39.285112
Good
Yes
Rarely
Condo
2,484
22,323
38
Male
6,923
Married
null
PhD
null
35.168316
Rural
Basic
null
13
378
4
2022-03-19 15:21:39.209847
Poor
No
Monthly
Condo
471
22,324
57
Female
28,757
Married
null
PhD
Unemployed
42.99855
Urban
Basic
1
6
383
4
2023-10-22 15:21:39.083497
Average
No
Daily
Apartment
440
22,325
35
Female
128,904
Single
3
PhD
null
40.564253
Suburban
Basic
3
19
783
4
2023-06-07 15:21:39.175719
Good
No
Daily
House
101
22,326
56
Male
29,770
Single
0
Bachelor's
null
21.341319
Rural
Comprehensive
null
15
642
7
2022-01-21 15:21:39.237118
Average
No
Monthly
Apartment
674
22,327
43
Male
38,612
Married
3
Master's
Unemployed
21.272059
Rural
Basic
0
8
633
6
2022-03-06 15:21:39.170099
Good
No
Daily
House
649
22,328
42
Male
43,976
Divorced
4
PhD
null
16.839863
Suburban
Premium
0
5
651
8
2024-01-26 15:21:39.172097
Good
No
Rarely
House
828
22,329
53
Female
24,605
Married
null
Bachelor's
Self-Employed
24.696533
Urban
Premium
1
11
488
6
2020-01-17 15:21:39.190215
Poor
No
Daily
Condo
646
22,330
39
Female
585
Single
4
PhD
Unemployed
23.733438
Rural
Premium
1
11
514
7
2023-01-28 15:21:39.237118
Good
Yes
Monthly
Apartment
1,871
22,331
21
Female
1,616
Single
1
PhD
Self-Employed
15.170074
Rural
Basic
null
13
569
9
2024-01-20 15:21:39.126661
Good
Yes
Monthly
Condo
2,120
22,332
61
Male
null
Divorced
0
Bachelor's
Unemployed
18.824332
Rural
Premium
0
15
605
4
2022-05-19 15:21:39.147735
Average
Yes
Monthly
House
420
22,333
27
Female
18,259
Divorced
1
PhD
null
40.716798
Rural
Premium
1
3
578
7
2020-09-03 15:21:39.285112
Poor
Yes
Rarely
Apartment
1,298
22,334
59
Female
10,850
Married
4
Master's
Employed
26.72649
Urban
Comprehensive
1
14
null
1
2020-11-28 15:21:39.132191
Good
Yes
Rarely
House
1,356
22,335
44
Female
74,909
Married
2
Master's
Employed
10.926394
Rural
Basic
null
0
336
4
2021-08-03 15:21:39.126661
Poor
Yes
Weekly
House
920
22,336
62
Female
25,571
Divorced
1
High School
Employed
22.779513
Rural
Basic
0
8
null
1
2023-09-10 15:21:39.285112
Good
No
Rarely
House
2,058
22,337
37
Female
43,481
Single
0
PhD
Employed
4.22186
Urban
Premium
1
8
622
1
2023-03-14 15:21:39.104139
Average
No
Daily
Condo
654
22,338
57
Female
17,891
Divorced
0
Bachelor's
Employed
42.827355
Suburban
Basic
1
16
644
4
2020-02-15 15:21:39.289099
Poor
Yes
Rarely
Condo
1,407
22,339
51
Female
27,862
Divorced
0
PhD
Self-Employed
18.834299
Suburban
Premium
1
6
589
1
2023-03-18 15:21:39.134960
Good
No
Daily
House
3,104
22,340
50
Female
132,847
Divorced
4
Bachelor's
Unemployed
40.741086
Rural
Premium
1
10
353
9
2019-11-19 15:21:39.155231
Poor
Yes
Weekly
Apartment
1,677
22,341
50
Female
6,255
Married
4
Bachelor's
Employed
37.933427
Rural
Comprehensive
null
12
338
7
2022-05-18 15:21:39.134960
Average
Yes
Monthly
House
576
22,342
21
Male
6,537
Divorced
0
High School
null
14.793837
Suburban
Comprehensive
1
16
574
4
2021-09-25 15:21:39.248098
Good
No
Rarely
House
1,014
22,343
34
Female
18,550
Married
3
Bachelor's
null
27.646432
Suburban
Basic
2
10
471
5
2024-01-29 15:21:39.098696
Average
No
Rarely
Condo
954
22,344
55
Male
81
Single
2
Bachelor's
Unemployed
27.929402
Urban
Basic
null
12
557
4
2022-11-09 15:21:39.134960
Poor
No
Weekly
House
728
22,345
28
Male
16,071
Married
0
Bachelor's
null
13.878933
Suburban
Premium
null
9
486
8
2021-03-24 15:21:39.134960
Poor
No
Monthly
Apartment
1,128
22,346
57
Male
28,680
Married
4
Master's
Unemployed
39.010617
Urban
Basic
0
19
803
2
2021-05-25 15:21:39.283783
Average
Yes
Monthly
House
755
22,347
52
Male
79,548
Divorced
2
Bachelor's
null
45.438436
Rural
Basic
0
15
432
9
2022-06-02 15:21:39.097737
Average
Yes
Monthly
House
1,003
22,348
56
Male
739
Married
3
High School
Employed
16.63399
Suburban
Comprehensive
null
13
704
4
2022-08-15 15:21:39.170099
Average
Yes
Daily
House
25
22,349
39
Male
619
Single
2
Master's
null
8.936507
Suburban
Comprehensive
0
6
456
7
2023-04-26 15:21:39.155231
Good
No
Rarely
House
973
22,350
32
Male
8,058
Single
3
PhD
null
25.945808
Rural
Comprehensive
null
3
710
9
2022-01-24 15:21:39.155231
Average
Yes
Rarely
Condo
703
22,351
32
Female
16,996
Married
1
Bachelor's
null
8.913962
Rural
Basic
1
19
695
7
2021-02-07 15:21:39.134960
Good
No
Monthly
House
2,195
22,352
39
Male
857
Single
null
Master's
null
20.591156
Urban
Premium
null
7
441
2
2022-09-07 15:21:39.080440
Average
Yes
Rarely
Condo
564
22,353
36
Male
28,082
Married
1
PhD
Self-Employed
25.628424
Rural
Comprehensive
null
6
545
3
2023-11-23 15:21:39.255696
Good
No
Weekly
Apartment
2,004
22,354
50
Male
8,072
Single
0
PhD
null
11.633431
Rural
Basic
1
8
769
9
2023-10-01 15:21:39.276901
Good
No
Rarely
Apartment
1,614
22,355
27
Female
5,905
Single
3
PhD
Self-Employed
5.074304
Rural
Comprehensive
1
19
825
1
2021-08-30 15:21:39.134960
Average
No
Rarely
Apartment
568
22,356
43
Female
39,805
Divorced
1
High School
Employed
10.643613
Suburban
Comprehensive
null
7
750
4
2022-07-05 15:21:39.180553
Average
Yes
Monthly
House
40
22,357
31
Male
24,863
Divorced
3
Bachelor's
Employed
9.914193
Suburban
Premium
null
7
551
6
2021-01-01 15:21:39.164044
null
Yes
Rarely
Condo
1,672
22,358
54
Female
2,693
Married
3
Bachelor's
null
14.724349
Suburban
Premium
1
11
497
9
2021-04-22 15:21:39.230483
Average
No
Daily
House
731
22,359
26
Male
65,788
Married
1
PhD
Employed
26.342652
Suburban
Premium
1
0
324
4
2021-01-18 15:21:39.254678
Good
Yes
Weekly
Condo
1,520
22,360
64
Female
14,961
Single
2
Bachelor's
Self-Employed
46.42442
Rural
Basic
null
10
null
5
2020-11-26 15:21:39.094752
Poor
No
Rarely
Apartment
755
22,361
54
Male
63,003
Divorced
0
Bachelor's
null
46.181048
Suburban
Comprehensive
null
11
716
8
2020-05-01 15:21:39.278402
Poor
No
Monthly
Condo
66
22,362
57
Female
24,752
Married
4
PhD
Employed
15.542245
Suburban
Premium
1
7
699
8
2021-10-15 15:21:39.102694
Good
No
Rarely
House
1,679
22,363
53
Female
4,725
Single
3
Master's
Employed
33.395041
Rural
Premium
3
18
567
8
2020-11-28 15:21:39.256696
Good
Yes
Daily
Condo
508
22,364
64
Female
5,918
Divorced
0
High School
Unemployed
17.502554
Rural
Comprehensive
1
6
null
9
2024-06-27 15:21:39.204790
Poor
Yes
Rarely
Apartment
1,363
22,365
28
Female
120,847
Single
null
PhD
Self-Employed
38.234296
Suburban
Comprehensive
3
17
328
6
2020-07-17 15:21:39.191219
Good
Yes
Weekly
Condo
910
22,366
19
Female
28,215
Divorced
3
Bachelor's
Employed
6.576895
Rural
Basic
null
3
382
7
2024-02-22 15:21:39.134960
Average
Yes
Daily
Apartment
571
22,367
53
Female
53,301
Married
4
Master's
null
25.87446
Rural
Comprehensive
3
6
761
2
2022-09-27 15:21:39.148733
Average
Yes
Weekly
Condo
110
22,368
35
Female
69,623
Married
null
PhD
Self-Employed
31.008435
Urban
Basic
1
9
586
3
2021-06-30 15:21:39.235012
Good
No
Weekly
Condo
207
22,369
63
Female
45,106
Divorced
0
Master's
Employed
7.914259
Urban
Comprehensive
null
10
null
4
2021-02-21 15:21:39.246098
Poor
Yes
Monthly
Condo
1,042
22,370
53
Male
131,591
Single
3
PhD
Unemployed
19.413978
Suburban
Comprehensive
0
17
349
8
2020-07-25 15:21:39.134960
Good
Yes
Weekly
House
24
22,371
47
Female
17,779
Single
3
Master's
Employed
16.798047
Suburban
Comprehensive
null
14
744
6
2023-07-07 15:21:39.260856
Average
No
Weekly
House
582
22,372
41
Female
7,851
Divorced
4
Bachelor's
Employed
26.633641
Rural
Basic
null
6
683
4
2024-07-31 15:21:39.206847
Good
Yes
Daily
House
1,453
22,373
64
Male
44,931
Divorced
4
High School
Employed
14.758007
Rural
Basic
1
8
566
4
2022-10-14 15:21:39.185215
Poor
No
Monthly
House
2,114
22,374
29
Female
18,830
Single
4
Bachelor's
Self-Employed
20.357835
Suburban
Comprehensive
1
10
431
4
2020-08-21 15:21:39.155231
Average
No
Daily
Apartment
535
22,375
57
Male
91,743
Divorced
3
Bachelor's
Self-Employed
17.057724
Rural
Comprehensive
2
2
394
7
2023-04-18 15:21:39.164044
Poor
No
Monthly
Condo
1,556
22,376
53
Female
3,065
Divorced
4
PhD
null
null
Urban
Premium
null
1
656
8
2021-10-07 15:21:39.134960
Average
No
Rarely
Condo
1,249
22,377
24
Female
14,474
Married
3
Bachelor's
Employed
32.715729
Suburban
Basic
1
1
null
5
2021-08-13 15:21:39.205850
Average
Yes
Monthly
House
449
22,378
40
Male
54,879
Divorced
2
High School
null
24.973606
Urban
Comprehensive
2
2
554
5
2022-11-16 15:21:39.155231
Good
Yes
Rarely
Apartment
20
22,379
57
Female
15,142
Single
0
High School
Employed
42.024437
Suburban
Comprehensive
2
0
602
4
2023-03-10 15:21:39.237118
Good
No
Weekly
Apartment
669
22,380
20
Male
73,435
Married
2
Master's
Unemployed
null
Rural
Comprehensive
0
17
null
2
2021-12-03 15:21:39.155231
Poor
Yes
Rarely
Condo
2,563
22,381
47
Male
15,987
Single
4
Master's
Employed
14.798836
Suburban
Comprehensive
0
7
442
6
2022-01-09 15:21:39.095696
Average
Yes
Rarely
Condo
686
22,382
50
Male
16,088
Married
0
High School
Employed
24.938206
Rural
Comprehensive
0
7
658
7
2022-11-11 15:21:39.208842
Poor
Yes
Weekly
Apartment
1,420
22,383
57
Female
null
Married
4
PhD
Unemployed
52.341644
Urban
Comprehensive
null
2
549
7
2021-04-12 15:21:39.134960
Good
No
Daily
Condo
1,591
22,384
60
Male
25,790
Divorced
2
Bachelor's
null
36.914595
Suburban
Basic
null
15
677
4
2020-02-03 15:21:39.237118
Poor
Yes
Daily
Apartment
543
22,385
28
Female
7,094
Divorced
0
PhD
Self-Employed
11.086743
Rural
Comprehensive
1
4
null
2
2022-06-27 15:21:39.133866
Poor
Yes
Monthly
Apartment
1,755
22,386
35
Female
16,290
Single
null
High School
Self-Employed
17.581472
Rural
Premium
1
17
796
4
2022-11-04 15:21:39.106582
Poor
No
Rarely
Condo
603
22,387
23
Female
5,701
Married
4
High School
Self-Employed
null
Rural
Basic
null
18
729
4
2024-07-28 15:21:39.104139
Good
No
Daily
House
533
22,388
50
Male
115
Married
3
Master's
null
19.54493
Suburban
Premium
null
0
302
6
2024-05-14 15:21:39.265513
Average
Yes
Weekly
House
461
22,389
32
Female
5,905
Divorced
3
PhD
Unemployed
35.797972
Suburban
Comprehensive
0
6
418
6
2024-04-25 15:21:39.289099
Good
Yes
Monthly
Apartment
882
22,390
24
Female
10,527
Divorced
0
Master's
Employed
24.819604
Suburban
Premium
2
14
736
9
2020-10-31 15:21:39.154008
Good
No
Monthly
Condo
41
22,391
35
Female
23,685
Married
0
PhD
null
27.00774
Suburban
Basic
null
12
304
6
2021-07-16 15:21:39.286113
Good
Yes
Monthly
Condo
1,192
22,392
28
Male
6,904
Divorced
1
High School
null
13.694434
Urban
Basic
0
11
463
2
2023-06-22 15:21:39.263607
Average
No
Daily
Condo
882
22,393
40
Female
15,556
Single
0
PhD
Employed
43.133909
Rural
Basic
null
11
394
9
2021-04-24 15:21:39.180553
Poor
No
Daily
House
542
22,394
43
Male
26,962
Divorced
null
PhD
Self-Employed
15.794345
Suburban
Premium
null
1
603
7
2024-05-16 15:21:39.134960
Good
Yes
Weekly
Condo
382
22,395
54
Male
2,338
Single
4
Master's
null
34.99692
Rural
Basic
null
1
691
4
2022-06-02 15:21:39.192212
Poor
No
Rarely
House
2,436
22,396
48
Male
23,142
Married
4
Bachelor's
null
13.298541
Urban
Basic
2
6
762
3
2023-09-11 15:21:39.222387
Poor
No
Daily
Condo
437
22,397
46
Male
1,064
Divorced
2
PhD
Unemployed
18.906808
Urban
Premium
1
2
709
4
2023-11-07 15:21:39.149731
Poor
No
Rarely
Apartment
2,593
22,398
28
Male
30,927
Single
1
Master's
null
23.754804
Urban
Basic
0
11
621
8
2023-11-28 15:21:39.134960
Good
No
Weekly
Condo
309
22,399
49
Female
49,165
Single
0
Master's
Unemployed
12.580924
Rural
Premium
null
5
304
5
2021-03-19 15:21:39.107553
Poor
No
Weekly
Apartment
47