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
1,160,000
62
Female
53,827
Married
null
High School
Employed
16.965368
Suburban
Basic
0
13
493
4
2023-03-09 15:21:39.252145
Poor
No
Daily
Condo
225
1,160,001
41
Male
44,225
Divorced
4
Bachelor's
null
28.977936
Suburban
Comprehensive
null
14
732
1
2022-06-23 15:21:39.117183
Poor
No
Weekly
Condo
2,519
1,160,002
27
Female
105,781
Single
null
High School
Self-Employed
19.927087
Urban
Premium
0
18
382
8
2019-10-11 15:21:39.178717
Good
Yes
Rarely
Condo
531
1,160,003
57
Female
42,559
Single
4
Bachelor's
null
33.626818
Urban
Premium
0
9
null
1
2020-05-02 15:21:39.154008
Poor
No
Weekly
Apartment
2,563
1,160,004
27
Male
30,472
Single
0
Master's
Self-Employed
13.286918
Rural
Premium
0
9
542
8
2020-03-09 15:21:39.084065
Good
No
Daily
Condo
514
1,160,005
28
Female
25,166
Divorced
4
Bachelor's
Employed
48.085944
Suburban
Basic
3
5
682
9
2022-05-29 15:21:39.237118
Poor
No
Rarely
House
1,021
1,160,006
31
Female
19,138
Married
1
Master's
Unemployed
7.834337
Suburban
Premium
2
19
null
5
2023-02-01 15:21:39.237118
Good
No
Rarely
Apartment
671
1,160,007
21
Female
null
Single
3
Master's
Employed
34.993551
Suburban
Premium
1
5
409
8
2023-02-07 15:21:39.267454
Poor
Yes
Monthly
Condo
662
1,160,008
60
Male
34,642
Single
0
PhD
null
3.936187
Urban
Basic
2
5
608
1
2024-05-08 15:21:39.084065
Poor
Yes
Weekly
House
2,148
1,160,009
31
Male
4,534
Married
3
PhD
Employed
null
Rural
Premium
1
13
549
6
2022-10-02 15:21:39.196387
Average
No
Monthly
House
723
1,160,010
63
Male
97,559
Single
2
High School
null
20.049003
Urban
Premium
1
7
null
7
2023-12-03 15:21:39.237118
Poor
No
Monthly
House
295
1,160,011
40
Male
38,133
Single
3
PhD
Unemployed
34.58016
Rural
Comprehensive
3
1
421
2
2021-04-28 15:21:39.104139
null
Yes
Daily
Condo
2,130
1,160,012
55
Female
6,862
Divorced
2
Bachelor's
null
21.937168
Suburban
Comprehensive
null
8
810
7
2021-03-11 15:21:39.185215
Average
Yes
Monthly
House
553
1,160,013
64
Female
33,568
Single
4
High School
null
19.491015
Rural
Basic
1
10
371
5
2023-06-24 15:21:39.121169
null
No
Rarely
House
1,198
1,160,014
43
Female
5,221
Single
2
PhD
Self-Employed
13.823293
Rural
Basic
0
0
514
5
2021-09-08 15:21:39.237118
Poor
No
Daily
Apartment
1,090
1,160,015
33
Male
104,061
Divorced
1
Master's
Unemployed
24.870502
Suburban
Comprehensive
null
7
449
7
2019-12-19 15:21:39.248098
Good
No
Monthly
Apartment
756
1,160,016
52
Female
27,758
Single
3
PhD
Self-Employed
38.137842
Suburban
Basic
1
7
751
1
2021-09-27 15:21:39.134960
Good
No
Monthly
House
958
1,160,017
54
Female
1,245
Divorced
0
PhD
Self-Employed
12.057779
Suburban
Comprehensive
2
15
824
5
2022-12-30 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,213
1,160,018
62
Female
798
Married
1
High School
Self-Employed
null
Urban
Premium
1
3
818
6
2021-03-31 15:21:39.174719
Average
No
Monthly
House
687
1,160,019
52
Female
11,933
Divorced
1
Bachelor's
Unemployed
22.935124
Urban
Basic
0
10
586
1
2021-09-05 15:21:39.131192
Good
No
Weekly
House
452
1,160,020
42
Female
69,742
Single
1
PhD
Unemployed
54.05272
Rural
Basic
null
13
472
9
2020-04-13 15:21:39.209847
Average
Yes
Monthly
Apartment
1,449
1,160,021
24
Female
147,972
Married
2
Master's
Self-Employed
19.913282
Rural
Basic
2
19
357
9
2023-12-30 15:21:39.237118
null
Yes
Monthly
Condo
2,379
1,160,022
31
Female
8,930
Single
4
PhD
Unemployed
26.867
Urban
Premium
null
12
490
7
2024-05-23 15:21:39.272456
Average
No
Monthly
Condo
402
1,160,023
59
Male
15,123
Married
0
Bachelor's
null
6.984844
Suburban
Comprehensive
1
1
602
5
2021-03-17 15:21:39.223390
Average
No
Weekly
Condo
449
1,160,024
53
Male
22,674
Divorced
1
Master's
null
25.149989
Urban
Premium
1
2
656
5
2020-01-08 15:21:39.237118
Poor
No
Monthly
House
744
1,160,025
46
Male
40,797
Single
0
PhD
Self-Employed
41.077539
Urban
Comprehensive
null
9
338
5
2024-06-16 15:21:39.165120
Average
No
Monthly
House
1,159
1,160,026
57
Female
7,085
Single
0
Bachelor's
Unemployed
39.226971
Rural
Basic
2
10
null
6
2022-03-11 15:21:39.155231
Good
Yes
Weekly
House
478
1,160,027
63
Male
11,537
Single
0
High School
Self-Employed
26.420179
Urban
Comprehensive
3
6
582
7
2020-08-10 15:21:39.185215
Good
Yes
Daily
Apartment
1,415
1,160,028
34
Male
64,148
Single
4
Master's
Unemployed
39.927258
Suburban
Premium
2
17
null
3
2020-05-24 15:21:39.252145
Good
No
Weekly
House
240
1,160,029
64
Female
25,787
Divorced
null
High School
null
30.152553
Rural
Premium
null
19
444
6
2023-01-16 15:21:39.226954
Poor
No
Daily
House
1,823
1,160,030
49
Female
66,555
Single
0
High School
null
44.927124
Suburban
Basic
null
9
337
9
2022-10-06 15:21:39.130190
null
No
Daily
Condo
66
1,160,031
55
Male
6,907
Married
4
Master's
null
43.403758
Suburban
Basic
1
18
566
7
2022-10-20 15:21:39.134960
Good
Yes
Rarely
Apartment
225
1,160,032
24
Female
66,527
Divorced
1
Bachelor's
Unemployed
40.906151
Urban
Comprehensive
null
7
340
7
2021-04-01 15:21:39.260856
Average
No
Weekly
Condo
811
1,160,033
37
Female
39,724
Single
0
High School
Employed
14.151849
Suburban
Basic
0
5
487
4
2023-05-14 15:21:39.155231
Good
No
Daily
Condo
885
1,160,034
56
Female
115,539
Married
1
Bachelor's
Employed
13.72479
Urban
Premium
null
4
738
9
2019-08-29 15:21:39.229482
Poor
No
Daily
Apartment
63
1,160,035
51
Male
587
Divorced
2
High School
null
23.408056
Rural
Basic
null
14
453
7
2021-11-16 15:21:39.272456
Average
No
Daily
Apartment
474
1,160,036
28
Female
31,055
Married
0
PhD
Self-Employed
31.33119
Urban
Premium
2
7
573
5
2021-03-30 15:21:39.246098
Average
Yes
Rarely
House
2,555
1,160,037
33
Male
4,854
null
3
Bachelor's
Self-Employed
25.086649
Suburban
Premium
1
9
747
8
2022-03-13 15:21:39.155231
null
Yes
Monthly
Apartment
342
1,160,038
59
Female
16,072
Single
4
Bachelor's
Unemployed
null
Urban
Basic
null
18
511
4
2023-08-18 15:21:39.278402
Poor
Yes
Rarely
Apartment
2,264
1,160,039
null
Male
16,102
Divorced
1
Bachelor's
Self-Employed
null
Urban
Comprehensive
null
11
588
5
2022-12-01 15:21:39.155231
Average
Yes
Rarely
House
2,738
1,160,040
27
Male
1,415
Divorced
3
High School
Employed
14.164938
Urban
Basic
null
6
364
8
2023-05-22 15:21:39.260856
Average
No
Monthly
Apartment
2,940
1,160,041
55
Male
9,061
Married
0
PhD
Unemployed
12.71679
Rural
Comprehensive
null
13
667
7
2020-05-23 15:21:39.207847
Good
No
Daily
Apartment
1,284
1,160,042
62
Female
72,495
Married
1
Bachelor's
Employed
39.882344
Urban
Comprehensive
3
0
730
3
2020-11-03 15:21:39.092127
Poor
Yes
Monthly
House
1,864
1,160,043
58
Female
8,048
Divorced
1
Bachelor's
Unemployed
21.72351
Rural
Basic
0
10
465
6
2022-04-26 15:21:39.155231
Poor
Yes
Monthly
House
212
1,160,044
24
Female
24,010
Divorced
3
Master's
Employed
49.052936
Suburban
Premium
0
0
null
1
2020-02-09 15:21:39.224915
Average
No
Weekly
House
112
1,160,045
43
Male
9,981
Married
2
Bachelor's
null
9.74227
Suburban
Premium
2
12
433
5
2021-08-22 15:21:39.172097
null
Yes
Daily
Condo
992
1,160,046
28
Female
5,907
Divorced
1
PhD
null
39.31009
Urban
Premium
3
9
831
7
2021-08-15 15:21:39.288099
Good
Yes
Monthly
Condo
1,656
1,160,047
55
Female
46,786
Divorced
2
High School
Self-Employed
20.724857
Rural
Premium
0
19
397
2
2021-05-12 15:21:39.207847
Poor
No
Rarely
House
538
1,160,048
47
Male
62,940
Married
0
PhD
Unemployed
18.739681
Rural
Premium
null
6
330
9
2022-03-14 15:21:39.125660
Poor
No
Monthly
Condo
850
1,160,049
46
Male
27,674
Married
3
Master's
Employed
20.613313
Suburban
Premium
1
18
587
6
2020-01-11 15:21:39.170099
Average
No
Daily
Condo
2,519
1,160,050
25
Male
1,250
Married
0
PhD
Employed
33.926499
Suburban
Premium
null
0
359
1
2021-05-02 15:21:39.225916
Poor
No
Rarely
Apartment
710
1,160,051
19
Male
19,472
Divorced
1
Bachelor's
null
36.331147
Rural
Comprehensive
null
3
807
8
2023-04-03 15:21:39.252145
Good
No
Daily
House
1,805
1,160,052
52
Male
23,891
Married
null
High School
Employed
36.353433
Rural
Basic
5
7
832
2
2021-03-23 15:21:39.237118
Average
Yes
Monthly
Apartment
975
1,160,053
null
Male
19,666
Single
1
Master's
Self-Employed
23.026905
Urban
Comprehensive
1
7
636
9
2020-07-02 15:21:39.246098
null
Yes
Rarely
Condo
1,169
1,160,054
55
Female
null
Single
2
Master's
Unemployed
50.170083
Urban
Comprehensive
3
6
null
2
2020-04-05 15:21:39.222387
Good
Yes
Monthly
House
2,675
1,160,055
25
Male
30,224
Divorced
1
PhD
null
39.583696
Rural
Premium
0
6
310
1
2023-03-14 15:21:39.255696
Poor
No
Rarely
Apartment
2,611
1,160,056
52
Male
7,082
Married
3
Master's
Unemployed
46.471376
Urban
Comprehensive
1
3
408
5
2021-06-27 15:21:39.155231
Poor
No
Monthly
Condo
1,609
1,160,057
26
Male
55,475
Married
2
High School
null
16.322329
Suburban
Basic
2
15
834
9
2021-08-03 15:21:39.128286
Good
No
Rarely
Condo
2,793
1,160,058
40
Male
55,829
Married
3
Master's
Self-Employed
52.788752
Rural
Comprehensive
null
18
810
9
2021-11-10 15:21:39.155231
Good
No
Weekly
Apartment
1,047
1,160,059
61
Female
508
Divorced
0
PhD
Self-Employed
31.24855
Suburban
Basic
0
6
477
7
2024-06-24 15:21:39.155231
Average
No
Monthly
Apartment
892
1,160,060
29
Male
28,193
Single
0
PhD
Self-Employed
44.248047
Urban
Basic
2
5
567
3
2021-02-08 15:21:39.080440
Good
No
Weekly
Apartment
792
1,160,061
26
Female
619
Single
2
PhD
Employed
14.85612
Rural
Comprehensive
1
4
482
2
2023-03-09 15:21:39.147735
Poor
Yes
Rarely
Apartment
1,008
1,160,062
51
Female
2,415
Divorced
2
PhD
Unemployed
25.13117
Urban
Premium
2
1
775
7
2023-01-21 15:21:39.205850
null
No
Weekly
House
1,529
1,160,063
50
Female
20,045
Single
1
PhD
null
25.009465
Urban
Basic
1
7
550
9
2021-04-28 15:21:39.248098
Good
Yes
Weekly
Condo
1,521
1,160,064
47
Female
37,486
Married
null
High School
Self-Employed
6.693663
Rural
Comprehensive
2
5
798
6
2024-02-24 15:21:39.134960
Poor
No
Rarely
Apartment
779
1,160,065
37
Female
41,002
Single
3
PhD
null
41.9554
Rural
Premium
4
1
651
2
2020-08-04 15:21:39.132191
Average
No
Daily
House
596
1,160,066
39
Male
17
Divorced
2
Bachelor's
Employed
40.835161
Rural
Basic
0
15
456
1
2020-04-05 15:21:39.134960
Good
Yes
Monthly
House
20
1,160,067
53
Female
1,449
Divorced
3
High School
null
40.704463
Suburban
Comprehensive
1
18
702
6
2021-11-08 15:21:39.152732
Poor
No
Monthly
Condo
2,797
1,160,068
24
Male
1,776
Single
3
PhD
Self-Employed
null
Urban
Premium
2
2
594
4
2021-01-28 15:21:39.194829
Poor
No
Monthly
House
1,601
1,160,069
61
Female
18,693
Married
4
PhD
null
16.816375
Urban
Basic
null
2
463
1
2021-08-07 15:21:39.247098
Poor
Yes
Monthly
Condo
1,378
1,160,070
56
Male
124,557
Divorced
0
Master's
Employed
16.987973
Urban
Comprehensive
1
3
442
6
2023-09-19 15:21:39.117183
Poor
Yes
Monthly
Apartment
885
1,160,071
46
Female
1,416
Single
1
PhD
null
22.107566
Suburban
Premium
null
16
673
7
2022-10-01 15:21:39.093681
null
No
Daily
Apartment
478
1,160,072
24
Female
14,894
Divorced
2
PhD
Employed
3.16081
Urban
Basic
3
3
682
4
2022-05-23 15:21:39.231531
Poor
No
Daily
House
2,366
1,160,073
61
Female
8,282
Divorced
0
PhD
null
36.827666
Suburban
Comprehensive
0
16
564
8
2021-09-21 15:21:39.082499
Poor
No
Rarely
Apartment
1,439
1,160,074
41
Female
65,727
Single
null
PhD
Employed
39.096561
Rural
Basic
null
5
822
9
2021-01-02 15:21:39.288099
Average
Yes
Rarely
House
382
1,160,075
48
Male
32,842
Divorced
0
High School
null
39.231463
Urban
Comprehensive
null
16
534
2
2022-01-02 15:21:39.283783
Poor
Yes
Monthly
House
1,641
1,160,076
57
Male
6,072
Single
4
PhD
Unemployed
28.857116
Urban
Comprehensive
1
14
null
2
2023-05-27 15:21:39.134960
Good
Yes
Weekly
Condo
1,044
1,160,077
57
Male
14,984
Married
3
PhD
Unemployed
9.78686
Urban
Premium
1
7
632
6
2023-04-08 15:21:39.134960
Poor
No
Rarely
House
662
1,160,078
43
Female
60,742
Divorced
4
Master's
Employed
25.41295
Urban
Premium
1
15
327
9
2019-11-09 15:21:39.134960
Good
Yes
Rarely
House
480
1,160,079
54
Female
14,944
Married
1
Bachelor's
Employed
31.994334
Suburban
Premium
2
13
841
5
2020-07-15 15:21:39.132191
Good
No
Daily
House
149
1,160,080
39
Female
6,654
Single
4
PhD
Employed
36.808852
Urban
Comprehensive
1
5
685
7
2024-05-17 15:21:39.134960
Average
Yes
Daily
House
2,989
1,160,081
64
Female
45,703
Single
0
Master's
Unemployed
23.076145
Urban
Comprehensive
0
3
441
3
2024-02-15 15:21:39.085129
Good
Yes
Daily
Apartment
1,992
1,160,082
53
Female
1,790
Married
1
PhD
null
27.98743
Suburban
Premium
1
11
530
6
2024-02-06 15:21:39.177724
Average
Yes
Rarely
House
2,919
1,160,083
21
Female
88,832
Married
0
Master's
null
33.053488
Rural
Premium
0
0
575
5
2024-07-29 15:21:39.095696
Good
Yes
Daily
House
142
1,160,084
63
Male
127,776
Divorced
0
Bachelor's
Unemployed
3.122837
Suburban
Premium
1
19
431
8
2022-09-17 15:21:39.143708
Poor
Yes
Daily
House
2,031
1,160,085
56
Male
28,113
Married
2
PhD
Employed
28.819393
Suburban
Basic
null
11
501
9
2023-11-21 15:21:39.217387
Good
Yes
Rarely
House
1,636
1,160,086
32
Male
807
Married
2
Master's
Employed
47.947794
Rural
Basic
null
7
769
5
2023-03-26 15:21:39.187211
Poor
No
Rarely
Apartment
334
1,160,087
34
Male
43,321
Divorced
0
Bachelor's
Employed
17.055507
Suburban
Basic
3
19
null
5
2020-01-05 15:21:39.189223
Poor
No
Daily
House
851
1,160,088
32
Female
3,817
Married
null
Bachelor's
Self-Employed
11.988468
Urban
Premium
0
18
490
9
2021-02-05 15:21:39.155231
Average
Yes
Rarely
Apartment
452
1,160,089
39
Female
27,994
Divorced
2
Bachelor's
Employed
15.669848
Urban
Comprehensive
3
9
518
7
2019-10-04 15:21:39.155231
Poor
No
Weekly
Apartment
744
1,160,090
null
Male
43,112
Divorced
1
Bachelor's
null
26.458414
Suburban
Premium
0
6
765
1
2022-11-12 15:21:39.191219
Poor
No
Rarely
House
1,442
1,160,091
60
Female
116,884
Divorced
null
Bachelor's
null
23.599915
Rural
Comprehensive
1
11
397
6
2023-09-23 15:21:39.256696
Good
No
Monthly
Condo
22
1,160,092
62
Male
21,630
Single
2
PhD
Self-Employed
6.184627
Suburban
Basic
null
6
846
3
2021-06-03 15:21:39.123711
Poor
Yes
Daily
Condo
48
1,160,093
23
Male
36,692
Married
0
Bachelor's
Self-Employed
28.752323
Suburban
Comprehensive
0
10
483
2
2023-07-11 15:21:39.194829
Good
Yes
Daily
Condo
684
1,160,094
64
Male
515
Single
4
PhD
Employed
28.726579
Rural
Basic
0
11
656
2
2023-07-27 15:21:39.134960
null
Yes
Weekly
House
705
1,160,095
46
Male
18,085
Divorced
4
PhD
Self-Employed
29.387713
Urban
Premium
1
15
574
1
2020-10-27 15:21:39.155231
null
Yes
Monthly
Condo
684
1,160,096
38
Male
109,930
Single
1
PhD
null
6.717148
Urban
Basic
2
1
578
7
2021-11-10 15:21:39.219432
Poor
No
Monthly
Apartment
40
1,160,097
28
Female
16,894
Divorced
4
High School
null
18.143045
Rural
Basic
0
0
474
3
2021-02-24 15:21:39.134960
Good
No
Rarely
Condo
635
1,160,098
39
Male
121,668
Divorced
1
Master's
null
40.707962
Rural
Comprehensive
0
3
324
4
2023-01-18 15:21:39.250151
Good
No
Daily
Condo
3,365
1,160,099
30
Male
45,987
Divorced
0
PhD
Unemployed
null
Suburban
Basic
0
10
745
4
2021-10-27 15:21:39.187211
Poor
Yes
Rarely
Apartment
793