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
24,600
34
Male
96,326
Married
null
PhD
Self-Employed
30.573227
Urban
Basic
null
5
836
5
2024-03-30 15:21:39.114118
Poor
Yes
Daily
House
202
24,601
45
Male
3,740
Divorced
1
PhD
Self-Employed
37.186766
Urban
Basic
0
12
474
8
2020-07-07 15:21:39.150730
Poor
No
Weekly
Apartment
306
24,602
47
Male
45,424
Married
0
PhD
Self-Employed
42.1629
Suburban
Comprehensive
null
4
766
9
2023-12-27 15:21:39.111551
Poor
No
Rarely
Condo
1,641
24,603
50
Male
20,584
Single
2
Master's
Employed
15.446653
Suburban
Premium
0
17
642
7
2024-08-11 15:21:39.281787
Average
No
Monthly
Apartment
1,375
24,604
40
Female
6,966
Married
3
High School
Unemployed
26.331871
Rural
Comprehensive
null
0
403
1
2022-08-28 15:21:39.223901
Poor
Yes
Weekly
Apartment
2,045
24,605
51
Male
6,072
Divorced
4
Bachelor's
null
36.80309
Suburban
Premium
2
0
675
6
2020-12-22 15:21:39.095696
Good
No
Rarely
Apartment
2,944
24,606
52
Male
3,399
Divorced
2
Bachelor's
Employed
15.668844
Suburban
Basic
0
9
788
5
2023-09-02 15:21:39.180553
Average
Yes
Weekly
Apartment
2,700
24,607
35
Male
23,894
Married
1
PhD
Self-Employed
25.908823
Urban
Basic
1
9
462
6
2024-02-25 15:21:39.181605
Average
Yes
Rarely
Condo
684
24,608
50
Female
11,174
Divorced
1
Master's
null
9.567968
Urban
Comprehensive
null
13
749
3
2020-12-14 15:21:39.271453
Poor
No
Rarely
Apartment
1,061
24,609
26
Female
93
Divorced
2
PhD
Employed
36.724366
Rural
Premium
0
18
842
8
2022-10-03 15:21:39.186212
Poor
Yes
Monthly
Condo
1,068
24,610
34
Female
98,269
Divorced
0
Bachelor's
null
16.081898
Suburban
Basic
null
4
769
4
2020-09-24 15:21:39.222387
Poor
No
Monthly
Apartment
229
24,611
27
Male
122,044
Married
0
PhD
null
5.50236
Rural
Comprehensive
2
11
421
2
2024-02-21 15:21:39.175719
Good
No
Monthly
Apartment
553
24,612
46
Male
8,791
Single
0
Master's
null
8.848339
Urban
Basic
2
14
705
8
2020-11-01 15:21:39.274993
Average
No
Monthly
House
2,575
24,613
52
Female
42,618
Married
2
High School
null
37.013702
Urban
Basic
null
6
426
4
2020-03-29 15:21:39.125660
Average
Yes
Weekly
House
502
24,614
27
Female
23,168
Divorced
0
Master's
null
24.84469
Suburban
Basic
null
1
null
5
2023-09-28 15:21:39.121169
Poor
Yes
Weekly
Condo
2,698
24,615
20
Female
1,321
Single
3
PhD
Unemployed
19.737912
Rural
Premium
2
19
635
5
2023-12-26 15:21:39.251142
Average
Yes
Weekly
Condo
474
24,616
63
Female
7,087
Married
0
High School
Self-Employed
16.64283
Urban
Comprehensive
2
8
519
6
2024-06-03 15:21:39.180553
Average
No
Monthly
House
671
24,617
56
Male
39,448
Married
2
Bachelor's
Self-Employed
34.485002
Rural
Comprehensive
0
18
null
6
2023-03-14 15:21:39.126661
Poor
No
Daily
House
431
24,618
38
Male
29,460
Married
0
PhD
null
15.267024
Rural
Premium
0
2
null
1
2022-09-14 15:21:39.082499
null
No
Weekly
Apartment
2,362
24,619
21
Female
4,962
Married
null
PhD
null
43.527151
Urban
Premium
1
17
454
7
2020-09-13 15:21:39.155231
Poor
No
Daily
Apartment
909
24,620
21
Male
10,086
Divorced
null
Master's
Self-Employed
13.611369
Suburban
Premium
2
16
null
6
2022-07-18 15:21:39.170099
Poor
No
Rarely
Apartment
946
24,621
48
Male
17,001
Single
4
PhD
Self-Employed
47.897776
Rural
Premium
0
6
834
4
2023-02-14 15:21:39.281787
Poor
No
Daily
Condo
1,369
24,622
47
Female
51,352
Married
4
High School
Employed
21.652777
Urban
Basic
null
4
821
6
2023-01-01 15:21:39.177724
Average
Yes
Weekly
House
399
24,623
21
Female
623
Single
1
Master's
Employed
18.017064
Urban
Comprehensive
3
16
711
2
2021-01-19 15:21:39.155231
Good
No
Daily
House
1,806
24,624
24
Male
23,892
Divorced
0
Bachelor's
Self-Employed
null
Urban
Comprehensive
2
1
790
7
2022-05-15 15:21:39.253660
Poor
No
Weekly
House
656
24,625
52
Male
48,538
Divorced
0
Master's
Self-Employed
52.673682
Rural
Comprehensive
null
17
522
2
2021-08-14 15:21:39.254678
Poor
Yes
Daily
House
578
24,626
19
Male
26,366
Divorced
2
High School
null
43.170817
Urban
Premium
1
7
604
5
2022-04-05 15:21:39.173834
Good
No
Monthly
Apartment
1,033
24,627
41
Male
25,440
Single
3
High School
Unemployed
19.510866
Urban
Basic
null
9
433
3
2021-09-07 15:21:39.218388
Average
No
Weekly
Apartment
953
24,628
59
Male
5,930
Married
null
PhD
null
20.945341
Rural
Premium
1
5
534
3
2019-12-13 15:21:39.233998
Good
No
Daily
Condo
556
24,629
29
Female
4,640
Single
2
PhD
Unemployed
36.590818
Rural
Comprehensive
2
16
471
3
2022-01-11 15:21:39.104139
Poor
No
Monthly
House
1,173
24,630
45
Female
4,854
Married
0
High School
Unemployed
36.353317
Suburban
Basic
1
13
437
4
2019-12-21 15:21:39.259788
Average
No
Monthly
Condo
817
24,631
55
Female
34,502
Divorced
1
PhD
Employed
4.395076
Rural
Comprehensive
2
10
462
1
2020-03-10 15:21:39.100695
Poor
Yes
Monthly
Apartment
956
24,632
24
Female
2,098
Married
1
PhD
null
47.85869
Suburban
Basic
null
5
346
5
2022-12-02 15:21:39.149731
Average
No
Daily
Apartment
997
24,633
40
Female
84,069
Divorced
4
High School
null
7.058624
Rural
Basic
0
18
399
6
2024-07-11 15:21:39.090124
Good
No
Daily
House
1,711
24,634
58
Female
6,092
Single
3
Master's
Employed
22.837374
Suburban
Comprehensive
null
9
821
9
2024-03-15 15:21:39.205850
Average
No
Weekly
House
45
24,635
54
Male
109,155
Divorced
0
Bachelor's
null
19.835944
Suburban
Comprehensive
null
4
null
5
2023-06-03 15:21:39.194829
Good
No
Rarely
House
117
24,636
18
Male
126,848
Single
4
Master's
Employed
27.074708
Suburban
Basic
1
10
384
8
2024-01-06 15:21:39.180553
Good
No
Rarely
House
531
24,637
33
Female
6,912
Married
null
High School
null
19.613581
Suburban
Comprehensive
2
5
849
4
2024-02-07 15:21:39.189223
Average
No
Weekly
House
3,893
24,638
40
Female
5,464
Married
0
PhD
null
13.912404
Urban
Premium
0
12
474
7
2023-10-29 15:21:39.092127
null
Yes
Weekly
Apartment
953
24,639
32
Male
145,245
Divorced
2
High School
null
44.84565
Urban
Premium
3
8
762
4
2021-10-17 15:21:39.237118
Poor
Yes
Daily
House
40
24,640
44
Male
82,947
Married
null
Master's
Employed
25.566727
Rural
Premium
2
13
758
8
2020-12-06 15:21:39.185215
Poor
No
Weekly
Condo
391
24,641
54
Female
45,368
Divorced
3
PhD
null
52.81336
Rural
Premium
null
12
null
5
2022-09-08 15:21:39.237118
Average
Yes
Monthly
Condo
890
24,642
44
Male
25,166
Divorced
0
Bachelor's
null
49.336435
Suburban
Premium
4
18
637
1
2020-03-27 15:21:39.176717
Average
No
Rarely
Apartment
2,454
24,643
57
Male
19,598
Divorced
0
Master's
Unemployed
16.904222
Suburban
Basic
0
9
529
5
2023-01-31 15:21:39.175719
Average
Yes
Monthly
Condo
688
24,644
52
Male
57,701
Divorced
4
Bachelor's
Employed
14.376893
Rural
Basic
1
19
715
9
2020-03-13 15:21:39.166062
Good
Yes
Rarely
Condo
187
24,645
22
Male
1,270
Single
1
High School
Unemployed
7.79731
Suburban
Comprehensive
null
12
437
8
2023-06-22 15:21:39.237118
Average
Yes
Monthly
House
1,275
24,646
34
Female
6,107
Married
0
PhD
Unemployed
12.879159
Rural
Basic
null
8
812
7
2020-05-18 15:21:39.192212
Poor
Yes
Daily
House
991
24,647
59
Female
16,069
Single
0
PhD
Employed
47.757785
Rural
Comprehensive
1
1
440
6
2021-08-21 15:21:39.223390
Good
No
Monthly
Apartment
841
24,648
41
Female
12,095
Married
4
PhD
null
45.858796
Suburban
Basic
0
8
517
1
2022-03-23 15:21:39.261856
Average
No
Monthly
Condo
1,672
24,649
18
Male
13,583
Divorced
0
High School
Employed
31.066257
Urban
Comprehensive
0
13
496
1
2019-12-03 15:21:39.134960
Average
No
Weekly
Condo
1,201
24,650
45
Male
20,495
Divorced
0
High School
Employed
30.774203
Suburban
Premium
0
10
782
4
2023-07-15 15:21:39.172097
Average
No
Daily
House
989
24,651
24
Female
71,432
Married
4
Master's
Self-Employed
43.959873
Suburban
Basic
1
17
545
7
2024-04-11 15:21:39.116179
Good
No
Monthly
House
397
24,652
59
Female
60,975
Divorced
4
Bachelor's
Unemployed
9.73954
Rural
Comprehensive
0
16
815
4
2020-03-24 15:21:39.247098
Good
Yes
Rarely
Apartment
93
24,653
34
Female
18,096
Single
0
PhD
null
34.653262
Urban
Comprehensive
null
19
391
7
2024-04-11 15:21:39.146733
Average
Yes
Weekly
Apartment
2,952
24,654
26
Male
17,227
Divorced
2
High School
Self-Employed
39.847683
Rural
Premium
null
16
766
2
2024-01-05 15:21:39.146733
Poor
No
Monthly
House
1,055
24,655
41
Male
8,097
Divorced
1
Bachelor's
Employed
40.828241
Urban
Premium
null
18
685
6
2020-12-03 15:21:39.228521
Average
Yes
Weekly
Apartment
1,398
24,656
null
Male
71,132
Single
2
Bachelor's
Unemployed
11.637604
Rural
Basic
3
0
447
9
2023-05-22 15:21:39.176717
Good
Yes
Weekly
House
456
24,657
45
Male
116,549
Married
4
Bachelor's
Self-Employed
36.886411
Urban
Premium
null
3
351
9
2021-11-06 15:21:39.237118
Good
Yes
Daily
Condo
528
24,658
52
Male
1,495
Married
3
Bachelor's
Self-Employed
null
Rural
Comprehensive
null
10
615
9
2022-06-18 15:21:39.172097
Average
Yes
Monthly
House
763
24,659
60
Female
39,734
Single
2
Master's
Employed
17.636366
Urban
Premium
null
17
null
7
2024-06-29 15:21:39.237118
Average
No
Monthly
House
975
24,660
18
Male
20,275
Married
1
PhD
null
13.958166
Suburban
Basic
0
17
684
4
2023-11-13 15:21:39.237118
null
Yes
Weekly
House
943
24,661
24
Male
4,820
Single
4
High School
null
10.818857
Urban
Basic
1
3
312
6
2021-07-02 15:21:39.280784
Poor
No
Weekly
Apartment
1,150
24,662
53
Male
225
Divorced
4
Master's
null
25.996887
Suburban
Premium
null
15
713
1
2022-02-08 15:21:39.167099
Good
No
Daily
Apartment
896
24,663
32
Female
48,892
Divorced
2
High School
Unemployed
null
Suburban
Premium
0
19
813
1
2022-10-19 15:21:39.148733
Poor
Yes
Monthly
Condo
1,881
24,664
29
Female
34,247
Married
2
Master's
null
14.162803
Suburban
Basic
0
7
477
7
2024-03-13 15:21:39.134960
Average
No
Daily
Condo
2,674
24,665
34
Female
4,675
Married
3
Bachelor's
Employed
11.257929
Rural
Basic
null
8
789
2
2024-04-05 15:21:39.155231
Poor
Yes
Weekly
Apartment
226
24,666
28
Male
16,981
Divorced
2
PhD
Unemployed
15.63949
Urban
Comprehensive
0
16
389
5
2024-03-21 15:21:39.133866
Good
Yes
Rarely
House
768
24,667
32
Female
6,864
Single
1
Master's
Unemployed
17.451665
Urban
Basic
2
2
669
7
2024-06-05 15:21:39.134960
Good
Yes
Weekly
Apartment
692
24,668
54
Male
27,991
Married
1
High School
Self-Employed
null
Rural
Premium
null
2
410
8
2023-02-26 15:21:39.166062
Average
Yes
Rarely
Apartment
661
24,669
62
Female
8,061
Single
4
Master's
Self-Employed
36.071608
Suburban
Basic
null
16
830
6
2024-02-08 15:21:39.134960
Average
No
Monthly
Condo
1,077
24,670
53
Male
7,073
Married
0
Bachelor's
Unemployed
18.913555
Rural
Comprehensive
2
12
null
7
2023-03-23 15:21:39.146733
Average
No
Rarely
House
1,189
24,671
33
Male
7,586
Divorced
2
High School
Employed
21.406597
Suburban
Premium
3
7
769
4
2020-10-21 15:21:39.134960
Good
Yes
Daily
Apartment
1,844
24,672
64
Male
26,093
Married
3
Bachelor's
Unemployed
25.912175
Rural
Premium
0
10
776
8
2020-05-08 15:21:39.165120
Good
No
Monthly
House
3,467
24,673
52
Female
8,831
Divorced
3
PhD
Employed
21.715666
Urban
Basic
null
16
705
5
2023-02-16 15:21:39.289099
Good
Yes
Rarely
Condo
2,399
24,674
55
Male
74,876
Married
3
High School
Employed
38.438924
Rural
Basic
0
0
308
2
2020-03-10 15:21:39.237118
Good
Yes
Monthly
Condo
20
24,675
46
Male
12,962
Single
4
Master's
Employed
24.868173
Rural
Comprehensive
0
7
538
5
2022-04-15 15:21:39.190215
Average
No
Daily
House
748
24,676
24
Male
23,984
Single
0
High School
null
5.444592
Rural
Comprehensive
2
18
761
2
2022-05-01 15:21:39.237118
Poor
Yes
Weekly
Condo
473
24,677
56
Male
26,343
Single
1
Master's
Self-Employed
21.693584
Suburban
Basic
0
18
null
4
2021-05-27 15:21:39.215386
Good
Yes
Weekly
House
1,365
24,678
30
Female
85,590
Married
1
PhD
Employed
37.796828
Rural
Basic
2
17
453
8
2020-03-11 15:21:39.155231
Average
No
Monthly
Apartment
2,362
24,679
50
Male
1,404
Divorced
3
Master's
Unemployed
21.796494
Suburban
Basic
null
18
468
7
2020-10-22 15:21:39.264504
Poor
Yes
Weekly
Apartment
4,039
24,680
62
Male
53,629
Married
0
Master's
null
24.438939
Suburban
Basic
0
18
327
3
2020-07-03 15:21:39.237118
Poor
Yes
Rarely
House
556
24,681
38
Male
1,375
Married
2
Master's
Employed
14.890721
Suburban
Comprehensive
1
19
585
9
2020-11-13 15:21:39.121169
Average
No
Daily
Condo
2,563
24,682
59
Female
73,873
Divorced
0
PhD
Employed
16.391364
Urban
Comprehensive
3
1
373
5
2022-05-08 15:21:39.270454
Good
No
Rarely
Condo
2,711
24,683
40
Male
3,729
Single
3
Master's
Self-Employed
39.448329
Rural
Comprehensive
0
5
515
7
2021-02-04 15:21:39.278402
Good
Yes
Weekly
Condo
2,094
24,684
20
Male
93,463
Single
4
High School
Unemployed
19.917927
Suburban
Basic
2
16
417
7
2021-05-29 15:21:39.122134
Poor
No
Daily
House
1,310
24,685
44
Male
1,217
Single
2
Master's
Unemployed
36.715542
Urban
Comprehensive
3
17
575
4
2023-10-01 15:21:39.155231
Good
Yes
Weekly
Apartment
566
24,686
30
Female
6,644
Married
null
PhD
Unemployed
27.876232
Rural
Comprehensive
2
12
740
1
2021-10-27 15:21:39.181605
Poor
No
Rarely
Condo
1,658
24,687
57
Female
27,824
Single
0
PhD
null
29.895116
Urban
Comprehensive
1
8
421
5
2021-08-18 15:21:39.148733
null
Yes
Daily
Condo
2,667
24,688
38
Male
30,663
Divorced
3
PhD
Employed
6.812183
Suburban
Premium
null
0
727
6
2022-12-22 15:21:39.237118
Good
Yes
Weekly
Condo
450
24,689
34
Male
40,861
Divorced
0
Bachelor's
Unemployed
29.072326
Urban
Premium
null
1
458
4
2023-05-26 15:21:39.091080
Good
Yes
Monthly
Condo
1,010
24,690
51
Female
7,086
Divorced
2
Master's
null
51.098077
Suburban
Premium
3
14
590
4
2024-05-01 15:21:39.194829
Good
Yes
Daily
Apartment
523
24,691
60
Male
70,842
Divorced
null
Bachelor's
null
21.958309
Rural
Premium
null
1
361
6
2022-10-20 15:21:39.134960
Good
No
Rarely
House
961
24,692
59
Female
94,730
Single
2
PhD
null
43.958882
Rural
Premium
1
13
446
5
2023-02-06 15:21:39.134960
Good
Yes
Monthly
House
939
24,693
42
Male
15,983
Single
2
Master's
null
30.494499
Suburban
Basic
null
11
438
3
2021-03-23 15:21:39.126661
Average
Yes
Daily
Apartment
990
24,694
49
Male
579
Divorced
0
High School
null
32.888418
Suburban
Premium
1
15
653
8
2022-02-19 15:21:39.253660
Average
No
Monthly
Apartment
3,165
24,695
44
Female
75,957
Married
2
High School
null
18.937479
Suburban
Basic
null
16
316
4
2021-09-21 15:21:39.132191
Average
Yes
Monthly
House
1,733
24,696
64
Female
2,077
Married
1
High School
Self-Employed
51.82635
Urban
Comprehensive
null
12
704
5
2024-01-03 15:21:39.231531
Good
Yes
Daily
House
1,152
24,697
59
Male
70,863
Divorced
1
Master's
Unemployed
48.484661
Rural
Premium
0
7
434
1
2023-07-08 15:21:39.134960
Average
Yes
Daily
House
1,124
24,698
45
Male
126,066
Married
1
Master's
Unemployed
20.837264
Rural
Basic
null
18
395
3
2021-11-28 15:21:39.134960
Average
Yes
Rarely
Apartment
590
24,699
58
Male
16,245
Married
3
High School
null
26.351016
Rural
Premium
null
6
691
6
2022-02-27 15:21:39.134960
Average
No
Daily
Condo
28