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
41,000
43
Female
32,619
Married
1
Master's
Employed
27.868373
Rural
Premium
null
10
801
6
2024-02-02 15:21:39.192212
Poor
No
Monthly
House
655
41,001
23
Male
101,667
Married
3
PhD
null
37.151336
Urban
Basic
null
2
539
8
2022-11-11 15:21:39.198406
Good
Yes
Monthly
House
131
41,002
30
Female
1,477
Divorced
3
High School
Self-Employed
null
Suburban
Basic
0
14
549
5
2023-07-13 15:21:39.134960
Poor
No
Rarely
House
587
41,003
49
Male
39,321
Married
null
High School
Unemployed
27.59285
Urban
Comprehensive
0
6
null
7
2020-08-30 15:21:39.134960
Average
No
Daily
House
885
41,004
33
Male
6,942
Married
2
Master's
null
18.066398
Urban
Premium
2
3
574
1
2020-12-06 15:21:39.120168
Good
No
Daily
House
489
41,005
57
Female
53,984
null
0
PhD
Employed
8.94196
Rural
Basic
1
19
303
1
2022-02-14 15:21:39.119168
Average
No
Rarely
House
2,309
41,006
58
Male
13,425
Divorced
1
Master's
Self-Employed
4.999676
Urban
Comprehensive
0
17
562
2
2022-03-20 15:21:39.176717
Poor
Yes
Daily
House
51
41,007
41
Male
4,876
Single
3
PhD
null
33.681613
Urban
Premium
0
2
558
3
2021-06-24 15:21:39.104139
Poor
Yes
Daily
Apartment
2,374
41,008
21
Female
17,249
Divorced
2
PhD
null
29.619612
Urban
Premium
2
16
563
6
2019-10-15 15:21:39.266452
Good
No
Weekly
Apartment
1,034
41,009
34
Female
30,570
Divorced
2
Master's
null
14.747613
Suburban
Basic
null
14
352
2
2022-10-08 15:21:39.280784
Average
No
Daily
Condo
2,134
41,010
32
Male
55,431
Married
4
High School
Self-Employed
10.444724
Rural
Premium
2
12
837
1
2020-09-03 15:21:39.218388
Average
No
Daily
House
2,073
41,011
54
Male
3,356
Married
null
PhD
Self-Employed
50.01944
Rural
Premium
1
9
461
3
2022-09-15 15:21:39.278402
Poor
Yes
Weekly
Condo
749
41,012
57
Male
10,027
Married
4
High School
Self-Employed
6.673754
Rural
Premium
2
4
775
2
2021-10-27 15:21:39.192212
null
Yes
Weekly
Condo
1,195
41,013
49
Female
74,612
Single
2
Bachelor's
null
29.527329
Rural
Comprehensive
0
12
539
7
2021-07-07 15:21:39.175719
Average
No
Monthly
Apartment
164
41,014
55
Female
34,903
Single
4
PhD
null
33.555512
Rural
Premium
0
9
753
9
2021-08-06 15:21:39.155231
Average
Yes
Monthly
Apartment
1,090
41,015
33
Female
1,526
Married
0
PhD
null
18.766203
Urban
Basic
0
10
467
1
2020-08-19 15:21:39.155231
Average
No
Weekly
Apartment
828
41,016
58
Male
4,725
Single
3
Bachelor's
Self-Employed
12.993911
Urban
Comprehensive
null
17
null
1
2024-02-20 15:21:39.116179
Poor
Yes
Daily
House
29
41,017
48
Female
10,084
Divorced
1
High School
Employed
42.894216
Suburban
Premium
0
7
683
4
2019-10-29 15:21:39.116179
Good
Yes
Monthly
House
1,801
41,018
22
Male
93,837
Married
2
High School
Unemployed
21.397727
Rural
Premium
2
15
363
2
2021-07-30 15:21:39.146733
Good
No
Rarely
Apartment
382
41,019
46
Male
74,954
Married
4
PhD
null
null
Suburban
Comprehensive
null
18
393
1
2022-01-13 15:21:39.155231
Good
No
Weekly
House
556
41,020
35
Female
45,989
Single
1
PhD
Self-Employed
49.107676
Rural
Premium
0
3
null
6
2023-08-07 15:21:39.223390
Poor
No
Rarely
Apartment
363
41,021
38
Male
10,179
Married
null
High School
Self-Employed
40.747976
Suburban
Basic
null
17
757
1
2021-05-31 15:21:39.134960
Good
Yes
Rarely
House
1,540
41,022
31
Female
26,504
Single
3
PhD
null
18.011361
Rural
Basic
1
14
635
6
2020-06-19 15:21:39.081504
Good
No
Weekly
Condo
2,555
41,023
62
Male
61,798
Divorced
3
Bachelor's
Unemployed
21.826583
Suburban
Premium
0
0
363
6
2023-12-04 15:21:39.152732
Good
Yes
Monthly
House
459
41,024
44
Female
25,961
Married
1
Bachelor's
null
22.231176
Suburban
Comprehensive
null
9
664
4
2024-05-17 15:21:39.085129
Good
No
Monthly
House
869
41,025
61
Male
5,535
Married
1
PhD
Self-Employed
40.50597
Suburban
Comprehensive
0
2
454
3
2024-02-04 15:21:39.122134
Good
No
Daily
House
3,348
41,026
40
Male
35,358
Married
null
Master's
Self-Employed
29.079042
Urban
Comprehensive
1
8
686
4
2024-06-22 15:21:39.274993
Good
Yes
Daily
House
2,288
41,027
20
Female
29,350
Single
null
Master's
null
40.817307
Suburban
Premium
1
4
null
8
2022-06-08 15:21:39.174719
Good
Yes
Daily
Apartment
542
41,028
53
Male
6,837
Divorced
4
Bachelor's
Self-Employed
17.738505
Urban
Comprehensive
null
8
522
2
2022-09-13 15:21:39.145732
Average
Yes
Monthly
Apartment
815
41,029
48
Female
30,002
Single
2
Master's
Employed
16.136081
Suburban
Premium
1
3
null
4
2023-12-30 15:21:39.282785
Good
Yes
Monthly
Apartment
1,202
41,030
33
Female
924
Divorced
2
High School
Self-Employed
11.958989
Rural
Comprehensive
null
3
682
6
2020-02-27 15:21:39.278402
Poor
Yes
Weekly
Condo
144
41,031
37
Female
5,075
Divorced
0
Bachelor's
null
43.580914
Suburban
Comprehensive
0
8
508
4
2020-01-01 15:21:39.263607
Average
Yes
Monthly
Condo
2,887
41,032
62
Male
13,120
Single
3
High School
Employed
41.601734
Rural
Basic
null
2
572
4
2021-07-01 15:21:39.230483
Poor
Yes
Weekly
House
489
41,033
30
Female
26,596
Married
3
PhD
Employed
24.038494
Rural
Premium
1
5
516
2
2021-06-09 15:21:39.105504
Poor
Yes
Weekly
House
834
41,034
31
Male
39,726
Divorced
3
Master's
Self-Employed
22.527641
Suburban
Comprehensive
1
2
517
9
2021-01-17 15:21:39.288099
Poor
No
Monthly
House
1,003
41,035
57
Female
1,592
Married
1
Master's
null
12.696035
Suburban
Premium
1
18
376
1
2020-09-06 15:21:39.237118
Average
Yes
Daily
Apartment
1,545
41,036
null
Male
5,770
Single
4
Bachelor's
null
47.028527
Suburban
Premium
2
5
null
2
2021-09-16 15:21:39.080440
Poor
No
Weekly
House
3,244
41,037
54
Male
44,362
Divorced
2
Bachelor's
Self-Employed
20.734704
Suburban
Premium
2
1
790
6
2019-10-22 15:21:39.089116
Poor
Yes
Monthly
Apartment
1,001
41,038
56
Female
53,483
Single
1
High School
Unemployed
14.847794
Suburban
Basic
null
6
762
4
2019-09-12 15:21:39.283783
Good
Yes
Monthly
Condo
100
41,039
null
Female
14,085
Married
2
Bachelor's
Unemployed
null
Urban
Premium
1
19
468
3
2020-11-06 15:21:39.237118
Poor
No
Rarely
Condo
807
41,040
28
Male
2,989
Single
1
PhD
Employed
9.081937
Suburban
Premium
1
5
446
7
2024-05-17 15:21:39.084065
Average
Yes
Rarely
Apartment
1,466
41,041
42
Female
19,527
Married
2
Bachelor's
Unemployed
13.792783
Rural
Basic
0
16
724
3
2021-06-23 15:21:39.086123
Average
No
Rarely
Apartment
357
41,042
31
Female
6,710
Divorced
0
PhD
null
22.079354
Urban
Basic
0
9
654
3
2023-08-24 15:21:39.155231
Poor
Yes
Daily
House
1,523
41,043
59
Male
39,681
Divorced
1
PhD
Employed
25.824248
Rural
Comprehensive
0
2
517
7
2023-05-11 15:21:39.094752
Poor
Yes
Monthly
Condo
1,086
41,044
24
Female
3,967
Divorced
0
PhD
Self-Employed
9.816191
Suburban
Premium
null
7
594
2
2019-08-26 15:21:39.134960
Poor
Yes
Rarely
Apartment
2,765
41,045
60
Male
18,644
Married
2
Master's
null
33.94445
Urban
Premium
null
8
623
4
2021-03-06 15:21:39.276901
Good
No
Rarely
Apartment
722
41,046
58
Male
17,507
Single
0
High School
Self-Employed
29.998429
Rural
Premium
1
7
null
5
2021-12-06 15:21:39.088124
Good
Yes
Weekly
Apartment
568
41,047
61
Female
17,285
Married
1
PhD
Self-Employed
40.193035
Suburban
Comprehensive
null
6
769
6
2020-04-07 15:21:39.134960
Poor
No
Weekly
Condo
1,475
41,048
30
Male
10,881
Single
0
Master's
null
18.824267
Urban
Premium
null
7
437
9
2024-04-22 15:21:39.168099
Average
Yes
Daily
Condo
1,676
41,049
41
Male
26,668
Single
2
PhD
Employed
38.83961
Suburban
Basic
0
19
797
9
2021-04-23 15:21:39.155231
Average
Yes
Rarely
Condo
649
41,050
43
Female
18,565
Divorced
2
PhD
Unemployed
15.928611
Urban
Comprehensive
0
3
787
9
2021-12-16 15:21:39.274993
Poor
Yes
Monthly
House
452
41,051
32
Male
35,484
Single
4
Bachelor's
Unemployed
37.288901
Urban
Basic
0
4
818
4
2020-02-22 15:21:39.155231
Good
No
Monthly
Apartment
481
41,052
30
Male
35,668
Divorced
4
Master's
null
10.819279
Urban
Premium
null
2
507
4
2022-09-02 15:21:39.248098
Poor
No
Weekly
House
577
41,053
34
Male
38,712
Divorced
3
Bachelor's
Unemployed
27.772563
Suburban
Comprehensive
2
3
319
9
2024-06-12 15:21:39.151732
Poor
No
Weekly
Condo
721
41,054
56
Male
18,081
Married
2
PhD
Unemployed
41.60678
Rural
Basic
2
0
691
9
2021-11-27 15:21:39.204790
Good
Yes
Monthly
Apartment
2,638
41,055
50
Female
65,780
Divorced
0
PhD
Self-Employed
25.353135
Urban
Basic
1
15
381
9
2023-06-07 15:21:39.171102
Good
No
Monthly
House
485
41,056
26
Male
4,753
Divorced
3
Bachelor's
Employed
21.692662
Suburban
Basic
0
11
595
6
2022-11-05 15:21:39.248098
Average
No
Monthly
Condo
2,279
41,057
51
Male
15,328
Married
3
High School
Self-Employed
33.847125
Urban
Comprehensive
1
11
673
2
2023-06-30 15:21:39.148733
Average
No
Daily
Apartment
642
41,058
46
Female
9,071
Married
3
PhD
Employed
null
Rural
Premium
null
16
474
5
2020-02-15 15:21:39.122134
Good
Yes
Rarely
House
2,726
41,059
59
Male
61,652
Single
0
PhD
null
14.457073
Urban
Premium
null
5
497
4
2022-03-11 15:21:39.261856
Average
Yes
Rarely
Apartment
227
41,060
28
Female
5,518
Married
4
High School
Employed
8.928698
Suburban
Basic
0
8
575
1
2021-12-07 15:21:39.237118
Poor
Yes
Weekly
Apartment
232
41,061
26
Male
65,760
Single
4
Master's
null
null
Urban
Comprehensive
1
3
498
9
2019-11-12 15:21:39.198406
Average
Yes
Rarely
House
394
41,062
39
Male
23,327
Divorced
2
High School
null
11.132411
Rural
Comprehensive
null
15
823
4
2023-06-28 15:21:39.237118
Good
Yes
Rarely
Apartment
659
41,063
52
Female
1,030
Single
null
High School
Self-Employed
9.684872
Suburban
Basic
null
4
744
3
2022-02-03 15:21:39.192212
Average
Yes
Rarely
Condo
2,188
41,064
42
Male
71,237
Married
1
Bachelor's
Self-Employed
25.085128
Suburban
Comprehensive
null
19
370
6
2023-08-28 15:21:39.104139
Average
No
Daily
House
1,424
41,065
63
Male
4,020
Single
0
Master's
Employed
24.007075
Suburban
Comprehensive
2
8
692
3
2022-07-21 15:21:39.134960
Average
No
Monthly
House
1,225
41,066
56
Female
935
Single
4
PhD
Employed
30.891523
Urban
Basic
1
5
849
2
2022-11-01 15:21:39.220389
Good
Yes
Rarely
Apartment
20
41,067
48
Male
82,549
Divorced
4
PhD
Self-Employed
50.749412
Urban
Comprehensive
1
14
null
5
2021-02-08 15:21:39.237118
Good
Yes
Weekly
House
2,414
41,068
24
Female
45,982
Divorced
1
PhD
null
15.564497
Suburban
Basic
1
4
431
3
2019-11-17 15:21:39.104139
Good
No
Monthly
House
1,581
41,069
34
Female
69,139
Single
0
Bachelor's
null
18.777051
Suburban
Basic
0
3
380
4
2021-03-19 15:21:39.134960
Good
Yes
Daily
Condo
140
41,070
56
Female
5,949
Single
1
Bachelor's
Self-Employed
39.676779
Suburban
Comprehensive
0
18
549
3
2023-11-22 15:21:39.192212
Average
No
Rarely
Apartment
1,211
41,071
34
Female
null
Married
0
High School
Unemployed
29.361579
Suburban
Premium
0
16
419
6
2021-12-01 15:21:39.194829
Good
No
Daily
Condo
1,226
41,072
24
Male
27,382
Single
4
Master's
null
null
Suburban
Premium
1
4
null
3
2023-07-27 15:21:39.164044
Good
No
Monthly
Apartment
623
41,073
53
Male
34,374
Divorced
3
Master's
Employed
46.013548
Suburban
Basic
3
1
709
4
2020-10-20 15:21:39.134960
Good
Yes
Monthly
Condo
755
41,074
44
Female
13,617
Single
2
High School
null
23.724596
Rural
Premium
1
9
430
3
2022-01-25 15:21:39.171102
Average
Yes
Monthly
Apartment
1,243
41,075
58
Male
3,142
Married
0
High School
null
null
Urban
Comprehensive
1
19
576
4
2019-11-24 15:21:39.276901
Average
No
Monthly
Apartment
618
41,076
40
Male
20,330
Divorced
4
Master's
null
28.828401
Urban
Comprehensive
2
13
695
8
2020-01-16 15:21:39.216387
Average
Yes
Weekly
Apartment
479
41,077
19
Male
899
Single
4
High School
Employed
25.933487
Suburban
Basic
0
12
730
5
2020-08-01 15:21:39.202448
null
Yes
Weekly
Apartment
1,416
41,078
58
Female
29,072
Married
0
PhD
Unemployed
27.788458
Urban
Basic
0
8
791
6
2021-11-14 15:21:39.155231
Good
Yes
Weekly
House
587
41,079
64
Female
67,400
Married
null
Master's
Employed
23.121716
Suburban
Basic
0
19
452
7
2020-05-06 15:21:39.084065
Good
Yes
Monthly
Condo
1,258
41,080
35
Female
40,593
Divorced
1
Bachelor's
null
8.641332
Urban
Comprehensive
0
0
507
7
2022-02-18 15:21:39.112553
Poor
Yes
Weekly
House
29
41,081
40
Male
48,957
Single
2
High School
Unemployed
14.817925
Suburban
Premium
null
6
602
9
2022-06-27 15:21:39.155231
null
Yes
Weekly
Condo
40
41,082
47
Female
30,697
Divorced
3
Bachelor's
Employed
11.169469
Urban
Basic
1
2
626
2
2019-12-04 15:21:39.155231
Average
No
Monthly
Condo
831
41,083
39
Male
31,205
Married
3
PhD
Self-Employed
5.26981
Urban
Comprehensive
0
2
null
5
2020-07-24 15:21:39.167099
Poor
Yes
Monthly
House
148
41,084
46
Male
528
Single
2
PhD
null
29.93815
Urban
Basic
2
4
517
7
2024-03-25 15:21:39.173661
Average
Yes
Daily
House
609
41,085
46
Female
2,412
Married
2
PhD
Unemployed
12.826606
Suburban
Comprehensive
null
8
556
8
2020-08-22 15:21:39.134960
Good
No
Daily
Apartment
3,813
41,086
47
Female
1,060
Single
1
Master's
Self-Employed
43.985213
Suburban
Comprehensive
1
4
532
4
2021-04-13 15:21:39.221386
Good
Yes
Weekly
House
115
41,087
42
Female
38,509
Single
2
Master's
Employed
22.720925
Urban
Premium
0
8
765
3
2022-08-07 15:21:39.134960
Average
No
Weekly
Condo
27
41,088
53
Female
2,840
Divorced
1
High School
Unemployed
null
Urban
Basic
1
14
542
7
2023-04-04 15:21:39.125660
Poor
Yes
Daily
Apartment
2,619
41,089
44
Female
17,175
Divorced
0
PhD
Unemployed
8.983823
Urban
Premium
1
6
584
5
2019-10-18 15:21:39.209847
Poor
No
Monthly
Condo
2,369
41,090
29
Female
6,904
Divorced
null
PhD
Employed
7.391218
Urban
Premium
1
8
339
9
2024-01-04 15:21:39.097737
Poor
No
Weekly
Apartment
618
41,091
41
Male
45,417
Single
1
Bachelor's
null
37.163593
Urban
Comprehensive
0
18
635
7
2023-06-25 15:21:39.166062
Average
Yes
Rarely
Apartment
783
41,092
41
Female
73,258
Divorced
1
High School
Unemployed
21.674096
Suburban
Basic
0
17
null
3
2024-05-22 15:21:39.245086
Poor
No
Weekly
Condo
302
41,093
20
Female
20,037
Single
2
Bachelor's
Employed
10.812158
Rural
Basic
0
16
673
1
2021-03-25 15:21:39.134960
Poor
Yes
Weekly
Condo
227
41,094
59
Male
664
Divorced
0
High School
Unemployed
14.085944
Rural
Comprehensive
1
1
383
2
2022-03-02 15:21:39.087123
Poor
Yes
Daily
Apartment
1,547
41,095
57
Male
83,372
Divorced
0
High School
Self-Employed
45.847865
Rural
Premium
0
10
374
8
2021-05-21 15:21:39.151732
Poor
No
Monthly
Condo
2,376
41,096
32
Male
34,652
Divorced
null
PhD
Unemployed
25.737377
Rural
Basic
null
18
460
3
2020-07-30 15:21:39.268507
Good
No
Daily
Condo
1,395
41,097
59
Female
7,856
Married
1
Master's
Unemployed
11.828993
Suburban
Premium
2
3
571
4
2024-06-27 15:21:39.277975
Good
No
Monthly
House
886
41,098
50
Male
30,224
Married
0
Bachelor's
null
19.484495
Urban
Basic
null
4
686
1
2023-01-23 15:21:39.134960
Good
No
Monthly
Apartment
729
41,099
34
Male
98,212
Single
4
Master's
Employed
39.981773
Urban
Comprehensive
1
6
586
1
2020-04-16 15:21:39.155231
Poor
No
Weekly
Apartment
293