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
8,000
24
Female
45,073
Single
1
High School
null
9.423638
Rural
Basic
2
5
546
6
2019-10-19 15:21:39.200452
Poor
Yes
Monthly
Condo
761
8,001
55
Female
20,852
Single
2
Bachelor's
Employed
19.504058
Suburban
Basic
1
18
698
4
2024-04-19 15:21:39.134960
Good
No
Weekly
Condo
1,149
8,002
50
Female
35,880
Single
1
Bachelor's
Unemployed
14.681124
Suburban
Basic
0
3
588
5
2019-12-20 15:21:39.188220
Average
No
Weekly
Condo
2,832
8,003
31
Female
123,496
Married
3
High School
null
51.74483
Rural
Premium
0
18
446
8
2023-01-07 15:21:39.256696
Poor
Yes
Monthly
Apartment
615
8,004
46
Male
31,691
Single
4
Bachelor's
null
23.794271
Urban
Premium
0
3
831
8
2023-10-04 15:21:39.289099
Average
Yes
Weekly
House
95
8,005
18
Female
71,616
Divorced
0
Bachelor's
Employed
13.59019
Rural
Premium
0
17
402
7
2020-02-10 15:21:39.188220
Average
Yes
Rarely
House
523
8,006
20
Female
1,334
Married
3
High School
null
null
Suburban
Comprehensive
0
7
755
8
2024-04-10 15:21:39.119168
Good
Yes
Daily
Condo
683
8,007
41
Female
null
Married
1
Bachelor's
null
51.181186
Suburban
Premium
2
13
478
5
2024-07-12 15:21:39.090124
Average
No
Monthly
Condo
2,059
8,008
54
Male
51,397
Divorced
3
PhD
Self-Employed
33.051428
Rural
Premium
2
6
335
5
2020-10-19 15:21:39.185215
Average
No
Daily
House
1,677
8,009
19
Male
134,989
Divorced
1
High School
Self-Employed
23.616781
Rural
Basic
1
10
370
5
2022-03-20 15:21:39.252145
Average
Yes
Monthly
House
542
8,010
32
Male
73,497
Married
2
PhD
Self-Employed
18.924071
Suburban
Premium
null
14
493
2
2021-09-10 15:21:39.192212
Average
No
Rarely
House
2,581
8,011
18
Male
53,812
Single
3
Bachelor's
Unemployed
23.914356
Suburban
Premium
1
3
435
4
2022-01-06 15:21:39.252145
Average
No
Daily
Condo
1,344
8,012
34
Female
10,881
Divorced
2
Master's
Self-Employed
12.553037
Rural
Comprehensive
3
15
488
6
2023-05-12 15:21:39.182597
Average
No
Daily
House
893
8,013
19
Male
2,858
Single
null
Bachelor's
Employed
27.415801
Suburban
Comprehensive
2
16
444
1
2023-02-10 15:21:39.237118
Poor
Yes
Daily
House
1,585
8,014
null
Female
14,724
Divorced
4
High School
Unemployed
33.814128
Suburban
Comprehensive
1
17
707
7
2022-08-22 15:21:39.155231
Average
No
Monthly
Apartment
4,261
8,015
53
Female
16,281
Divorced
2
PhD
null
30.766308
Urban
Comprehensive
3
4
792
2
2021-06-13 15:21:39.230483
Average
No
Weekly
House
861
8,016
32
Female
146,090
Single
4
PhD
Employed
26.965359
Urban
Premium
2
2
452
3
2023-10-03 15:21:39.121169
null
Yes
Daily
Apartment
604
8,017
46
Male
3,301
Single
4
Master's
null
41.992028
Rural
Premium
null
6
468
7
2023-08-14 15:21:39.256696
Average
No
Daily
Condo
1,536
8,018
25
Female
70,571
Single
0
High School
null
33.286326
Suburban
Basic
0
16
null
7
2020-10-02 15:21:39.222387
Poor
No
Daily
Condo
361
8,019
30
Female
16,077
Single
0
High School
Employed
19.675927
Rural
Basic
1
3
778
1
2021-06-05 15:21:39.182597
Poor
Yes
Daily
Apartment
554
8,020
31
Female
1,479
Single
1
High School
Employed
24.28475
Urban
Basic
2
7
572
6
2021-05-05 15:21:39.134960
Good
Yes
Rarely
Condo
1,615
8,021
53
Female
145,263
Married
3
Bachelor's
Unemployed
34.193055
Suburban
Comprehensive
null
17
317
6
2022-04-21 15:21:39.190215
Poor
Yes
Monthly
Condo
376
8,022
48
Male
23,861
Married
2
Bachelor's
null
15.351728
Suburban
Basic
2
18
658
8
2022-12-03 15:21:39.174719
Average
No
Rarely
Apartment
20
8,023
52
Male
859
Married
2
High School
null
16.062278
Rural
Basic
0
1
467
3
2022-10-29 15:21:39.080440
Poor
No
Monthly
House
3,610
8,024
54
Male
9,562
Divorced
1
High School
Employed
14.131939
Rural
Basic
1
10
801
5
2023-02-16 15:21:39.111551
Poor
No
Daily
House
1,102
8,025
50
Female
3,106
Married
2
Bachelor's
Unemployed
30.675028
Rural
Premium
0
16
412
9
2019-10-04 15:21:39.107553
Poor
No
Daily
Condo
2,233
8,026
54
Male
3,635
Single
1
High School
Unemployed
11.252935
Suburban
Premium
1
1
639
6
2022-12-31 15:21:39.181605
Poor
Yes
Weekly
House
23
8,027
52
Female
30,500
Married
3
Bachelor's
Self-Employed
29.869044
Suburban
Comprehensive
null
11
534
9
2022-06-01 15:21:39.219432
Good
Yes
Rarely
Apartment
3,259
8,028
21
Female
5,517
Married
1
Master's
null
null
Suburban
Comprehensive
0
2
null
9
2020-07-23 15:21:39.132191
Good
No
Weekly
House
586
8,029
33
Male
16,416
Single
1
High School
Unemployed
17.73498
Urban
Basic
null
15
null
3
2023-07-28 15:21:39.244069
Good
No
Rarely
Condo
1,251
8,030
45
Female
27,950
Married
3
Master's
Unemployed
33.643878
Rural
Comprehensive
0
5
624
2
2022-01-10 15:21:39.155231
Good
No
Weekly
Apartment
691
8,031
60
Female
44,928
Married
1
PhD
null
39.683737
Suburban
Basic
2
3
614
7
2021-06-12 15:21:39.134960
Poor
Yes
Daily
House
2,071
8,032
54
Male
11,301
Divorced
4
Master's
null
26.838853
Rural
Premium
0
11
658
1
2021-11-25 15:21:39.101733
Average
No
Monthly
Condo
511
8,033
31
Female
48,345
Divorced
null
Bachelor's
Unemployed
26.45284
Suburban
Comprehensive
1
19
513
2
2021-11-04 15:21:39.252145
Poor
Yes
Daily
House
220
8,034
57
Male
44,393
Divorced
1
Bachelor's
null
14.410567
Suburban
Comprehensive
null
8
551
8
2021-06-09 15:21:39.188220
Poor
No
Daily
Condo
1,253
8,035
46
Female
4,859
Divorced
3
PhD
null
null
Suburban
Comprehensive
0
17
483
7
2022-08-14 15:21:39.251142
Average
No
Weekly
Condo
955
8,036
23
Male
61,897
null
1
Bachelor's
null
21.904306
Suburban
Premium
0
19
381
7
2021-03-03 15:21:39.190215
Average
No
Monthly
House
1,859
8,037
51
Male
83,796
Married
1
PhD
null
31.065374
Urban
Comprehensive
0
2
516
9
2021-09-22 15:21:39.168099
Good
No
Monthly
Apartment
108
8,038
55
Male
89,782
Divorced
1
Master's
Unemployed
31.788212
Urban
Comprehensive
2
2
412
4
2022-10-13 15:21:39.248098
Average
Yes
Daily
House
1,515
8,039
61
Female
28,500
Divorced
1
PhD
Unemployed
38.585062
Urban
Premium
null
6
690
5
2023-04-17 15:21:39.134960
Average
No
Daily
Condo
1,430
8,040
28
Male
20,303
Married
0
PhD
Self-Employed
19.955657
Rural
Comprehensive
1
14
719
6
2020-12-09 15:21:39.237118
Poor
Yes
Weekly
Apartment
587
8,041
50
Female
626
Divorced
0
Master's
null
34.938497
Urban
Basic
1
0
622
4
2021-07-30 15:21:39.099739
Average
Yes
Weekly
Apartment
2,868
8,042
54
Male
20,036
Divorced
null
Master's
Unemployed
13.828966
Rural
Basic
1
15
null
8
2021-07-22 15:21:39.276901
Good
No
Monthly
Condo
482
8,043
54
Male
123,795
Divorced
4
PhD
Employed
38.096059
Suburban
Premium
1
17
379
6
2021-11-07 15:21:39.273973
Average
Yes
Weekly
House
1,419
8,044
49
Female
7,981
Married
2
Bachelor's
null
9.266528
Rural
Comprehensive
2
15
null
3
2020-03-18 15:21:39.092127
Poor
No
Rarely
House
903
8,045
46
Female
4,817
Single
1
High School
Unemployed
21.643623
Urban
Basic
null
18
585
2
2022-01-20 15:21:39.084065
null
Yes
Weekly
Condo
1,473
8,046
59
Male
8,094
Married
0
PhD
null
28.788697
Urban
Comprehensive
null
8
801
2
2024-06-07 15:21:39.209847
Poor
Yes
Rarely
Apartment
26
8,047
27
Female
3,486
Single
2
Bachelor's
null
50.739621
Urban
Comprehensive
1
16
439
1
2020-07-03 15:21:39.237118
Poor
Yes
Daily
House
1,194
8,048
58
Female
24,240
Divorced
2
Master's
Employed
4.038614
Rural
Premium
null
5
690
9
2020-04-27 15:21:39.188220
Good
Yes
Rarely
Apartment
1,419
8,049
37
Male
15,196
Married
4
PhD
Unemployed
27.050032
Urban
Premium
0
0
592
9
2020-11-23 15:21:39.172097
null
No
Monthly
Condo
605
8,050
51
Female
18,227
Married
0
Master's
Employed
23.482338
Urban
Premium
null
10
613
2
2023-04-23 15:21:39.170099
null
No
Rarely
House
953
8,051
19
Female
25,704
Married
3
Master's
Unemployed
22.566767
Rural
Comprehensive
0
3
687
8
2023-04-04 15:21:39.257696
null
Yes
Monthly
Apartment
834
8,052
37
Male
32,412
Married
2
PhD
Employed
28.096671
Suburban
Premium
null
14
515
3
2021-03-26 15:21:39.147735
Poor
No
Weekly
Condo
324
8,053
25
Male
42,267
Married
0
Bachelor's
Self-Employed
25.81964
Suburban
Basic
0
5
613
1
2021-03-03 15:21:39.143708
Poor
No
Weekly
Apartment
532
8,054
36
Male
5,576
Single
4
Master's
Employed
27.636877
Urban
Comprehensive
null
4
328
7
2021-12-12 15:21:39.176717
Average
Yes
Weekly
Apartment
1,512
8,055
56
Male
2,906
Married
4
Bachelor's
Unemployed
44.06789
Urban
Basic
0
5
730
3
2021-03-02 15:21:39.176717
null
Yes
Daily
House
1,066
8,056
28
Male
109,218
Married
0
Master's
Self-Employed
45.0394
Urban
Basic
2
7
386
9
2019-09-25 15:21:39.175719
Average
No
Rarely
House
1,074
8,057
63
Male
50,897
Married
4
PhD
Unemployed
29.907252
Suburban
Basic
null
7
407
5
2022-09-22 15:21:39.283783
Good
Yes
Monthly
House
1,178
8,058
26
Male
60,542
Married
1
Bachelor's
Employed
35.922121
Rural
Premium
null
17
436
3
2020-10-18 15:21:39.175719
Poor
Yes
Weekly
House
1,755
8,059
25
Male
141,401
Divorced
1
PhD
Unemployed
50.983893
Suburban
Basic
2
18
796
1
2020-05-31 15:21:39.155231
Average
Yes
Daily
Apartment
832
8,060
32
Female
11,748
Single
1
High School
Employed
14.792989
Rural
Premium
1
18
658
9
2020-06-16 15:21:39.126661
Good
No
Weekly
House
1,012
8,061
20
Male
5,724
Divorced
4
Bachelor's
Employed
15.18588
Urban
Premium
0
9
816
7
2021-09-27 15:21:39.237118
Good
Yes
Rarely
Apartment
1,732
8,062
48
Male
70,725
Married
2
Master's
null
33.826871
Suburban
Comprehensive
null
4
301
9
2020-04-29 15:21:39.259788
Average
No
Rarely
House
200
8,063
21
Female
56,151
Divorced
2
High School
Employed
17.869459
Urban
Basic
2
7
329
9
2024-05-29 15:21:39.254678
Average
Yes
Daily
House
326
8,064
18
Female
20,897
Divorced
null
High School
null
12.739709
Rural
Comprehensive
1
3
695
5
2024-01-08 15:21:39.152732
Good
No
Weekly
Apartment
2,036
8,065
33
Male
null
Married
2
High School
Self-Employed
15.947253
Urban
Comprehensive
1
12
416
9
2022-05-25 15:21:39.190215
Poor
No
Monthly
Condo
977
8,066
23
Female
46,419
Married
4
PhD
Employed
41.30706
Urban
Comprehensive
null
12
422
1
2023-04-11 15:21:39.193945
Poor
No
Weekly
Condo
26
8,067
22
Male
54,062
Single
4
PhD
Unemployed
45.818542
Rural
Premium
0
2
304
9
2022-01-30 15:21:39.092127
Poor
No
Weekly
Condo
1,132
8,068
54
Male
6,054
Married
3
PhD
Unemployed
26.025905
Suburban
Premium
0
2
831
1
2020-01-21 15:21:39.210805
Good
Yes
Daily
House
181
8,069
53
Male
9,602
Married
0
Master's
Unemployed
35.501799
Urban
Premium
0
9
512
4
2023-08-20 15:21:39.151732
Poor
Yes
Weekly
House
941
8,070
46
Female
15,886
Married
1
High School
null
15.43433
Urban
Comprehensive
0
0
672
3
2020-08-23 15:21:39.155231
Poor
No
Weekly
Condo
1,071
8,071
63
Male
41,290
Married
null
High School
null
40.939157
Urban
Basic
1
10
384
9
2019-11-07 15:21:39.079128
Poor
Yes
Weekly
Condo
841
8,072
34
Female
16,072
Single
2
Bachelor's
null
45.643038
Rural
Basic
2
15
493
1
2020-03-20 15:21:39.168099
Poor
No
Rarely
Condo
3,049
8,073
19
Female
3,459
Married
2
Bachelor's
Unemployed
22.243538
Rural
Premium
1
8
484
5
2020-08-06 15:21:39.196387
Poor
No
Weekly
Condo
734
8,074
56
Male
121,084
Single
2
Master's
null
7.039755
Suburban
Basic
2
18
null
6
2020-08-26 15:21:39.237118
Good
Yes
Rarely
House
2,344
8,075
34
Male
6,837
Divorced
2
Master's
null
8.272044
Urban
Comprehensive
null
9
567
1
2023-03-01 15:21:39.283783
null
No
Weekly
Apartment
456
8,076
52
Male
87,534
Single
2
Bachelor's
null
16.071377
Urban
Comprehensive
1
10
464
9
2019-09-12 15:21:39.211806
Average
Yes
Monthly
Condo
382
8,077
20
Male
10,907
Divorced
1
PhD
Self-Employed
22.466516
Urban
Premium
null
6
499
5
2023-05-27 15:21:39.167099
Good
Yes
Monthly
Condo
964
8,078
62
Female
66,981
Single
1
PhD
Unemployed
19.835944
Urban
Premium
null
12
752
1
2024-05-25 15:21:39.134960
Average
Yes
Weekly
House
360
8,079
30
Male
122,433
Married
3
PhD
Self-Employed
15.244562
Suburban
Comprehensive
0
7
440
3
2022-07-18 15:21:39.279729
Poor
Yes
Rarely
Condo
267
8,080
24
Female
97,795
Married
1
Master's
Unemployed
35.453716
Urban
Basic
0
7
711
1
2022-12-13 15:21:39.151732
Poor
Yes
Daily
Apartment
45
8,081
41
Male
16,366
Married
0
PhD
null
34.812117
Rural
Comprehensive
null
12
751
2
2020-05-03 15:21:39.155231
Average
Yes
Daily
Condo
1,004
8,082
30
Female
29,891
Single
2
Bachelor's
Self-Employed
43.895236
Urban
Premium
null
13
585
2
2020-06-09 15:21:39.134960
Good
No
Weekly
House
524
8,083
29
Male
83,033
Married
0
Bachelor's
null
28.090904
Rural
Basic
2
0
725
4
2020-10-02 15:21:39.171102
null
No
Monthly
Apartment
463
8,084
29
Male
6,051
Divorced
2
Master's
Unemployed
23.723662
Suburban
Premium
2
9
584
7
2023-12-06 15:21:39.209847
Average
Yes
Weekly
House
463
8,085
61
Female
30,253
Divorced
3
Master's
Unemployed
30.929377
Urban
Comprehensive
0
17
817
4
2023-06-08 15:21:39.231531
Poor
Yes
Daily
Apartment
1,180
8,086
61
Male
53,931
Divorced
null
Bachelor's
Unemployed
17.883446
Rural
Comprehensive
null
11
393
9
2020-06-13 15:21:39.244069
Average
Yes
Daily
Apartment
703
8,087
20
Female
8,550
Divorced
3
Master's
Unemployed
18.014046
Urban
Comprehensive
0
3
545
8
2019-10-28 15:21:39.146733
Average
Yes
Rarely
Apartment
531
8,088
20
Male
3,780
Divorced
3
PhD
Self-Employed
48.78266
Suburban
Basic
2
10
492
2
2020-07-14 15:21:39.253660
Poor
No
Rarely
House
587
8,089
18
Male
25,558
Married
1
Master's
null
10.066968
Urban
Comprehensive
1
1
829
6
2021-07-22 15:21:39.122134
Good
No
Rarely
House
29
8,090
31
Male
11,903
Single
2
PhD
Self-Employed
20.890351
Suburban
Comprehensive
3
14
511
1
2024-01-07 15:21:39.155231
Good
No
Daily
Apartment
908
8,091
46
Male
null
Divorced
4
PhD
Self-Employed
13.534231
Rural
Basic
0
4
692
9
2022-12-05 15:21:39.166062
Poor
No
Daily
Condo
417
8,092
30
Male
3,877
Married
null
High School
Employed
11.086348
Suburban
Premium
0
8
614
5
2019-12-11 15:21:39.237118
Poor
No
Monthly
House
614
8,093
32
Female
26,881
null
1
PhD
Unemployed
21.737179
Suburban
Basic
2
15
460
7
2021-07-21 15:21:39.258696
Poor
Yes
Weekly
House
1,692
8,094
49
Female
5,518
Divorced
null
Bachelor's
Employed
37.152497
Rural
Basic
null
6
392
4
2022-07-18 15:21:39.117183
Poor
No
Weekly
Condo
735
8,095
33
Female
5,525
Married
0
Master's
Unemployed
22.078269
Suburban
Premium
1
16
477
2
2023-09-14 15:21:39.100695
Poor
Yes
Daily
Apartment
763
8,096
29
Male
60,563
Divorced
1
Bachelor's
Self-Employed
45.456976
Rural
Comprehensive
0
9
468
5
2024-03-26 15:21:39.290098
null
No
Rarely
Condo
1,334
8,097
40
Female
664
Married
1
High School
null
null
Rural
Basic
null
18
472
8
2024-03-15 15:21:39.155231
Poor
Yes
Rarely
Apartment
1,592
8,098
25
Male
3,879
Married
0
Bachelor's
null
50.927449
Rural
Premium
3
16
670
2
2021-04-10 15:21:39.144722
Average
No
Monthly
Apartment
1,605
8,099
27
Male
4,535
Married
0
High School
Self-Employed
17.181197
Rural
Comprehensive
2
3
437
8
2019-12-28 15:21:39.251142
Poor
No
Rarely
Condo
48