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
31,000
21
Female
8,392
Divorced
null
Bachelor's
Employed
27.077967
Suburban
Comprehensive
1
4
844
7
2022-01-31 15:21:39.204790
Good
Yes
Daily
Condo
705
31,001
44
Female
1,854
Single
2
Bachelor's
Self-Employed
34.946305
Urban
Basic
0
9
null
9
2023-08-26 15:21:39.143708
Good
Yes
Rarely
Apartment
431
31,002
55
Male
5,541
Divorced
0
Master's
Unemployed
19.010773
Urban
Comprehensive
null
11
844
6
2019-11-28 15:21:39.236064
null
No
Rarely
Condo
1,431
31,003
62
Male
1,025
Single
3
PhD
null
null
Urban
Basic
0
2
615
1
2023-12-05 15:21:39.237118
Average
Yes
Daily
Apartment
839
31,004
28
Female
7,823
Married
2
Bachelor's
null
24.847287
Suburban
Premium
2
0
767
3
2022-06-05 15:21:39.172097
Good
No
Monthly
Apartment
474
31,005
28
Female
18,078
Single
3
Master's
null
29.82661
Rural
Premium
1
8
742
1
2023-08-22 15:21:39.092127
Good
No
Monthly
Condo
532
31,006
38
Female
12,096
Divorced
3
High School
Self-Employed
25.592019
Urban
Premium
2
14
442
9
2023-01-20 15:21:39.134960
Poor
No
Monthly
Apartment
2,125
31,007
30
Male
null
Single
2
PhD
null
26.735222
Suburban
Comprehensive
3
9
371
1
2022-07-05 15:21:39.211806
Poor
No
Weekly
Apartment
850
31,008
52
Female
1,094
Married
1
PhD
Self-Employed
44.570637
Rural
Premium
1
15
766
3
2022-03-06 15:21:39.236064
Average
Yes
Monthly
Apartment
2,517
31,009
57
Female
10,097
Married
null
Master's
Employed
38.715198
Rural
Premium
1
19
352
8
2023-04-18 15:21:39.237118
Good
Yes
Monthly
House
2,379
31,010
21
Female
24,702
Single
1
High School
Unemployed
34.824414
Suburban
Comprehensive
1
2
null
3
2024-01-02 15:21:39.190215
Good
No
Daily
House
844
31,011
25
Female
1,265
Divorced
0
High School
Employed
29.065303
Suburban
Comprehensive
0
18
658
7
2019-09-24 15:21:39.129190
Good
Yes
Rarely
House
1,219
31,012
59
Male
5,905
Married
1
Master's
Self-Employed
9.771549
Urban
Basic
2
2
372
8
2022-01-01 15:21:39.121169
Good
Yes
Rarely
House
1,086
31,013
57
Male
10,892
Married
3
Master's
Self-Employed
23.454595
Urban
Basic
1
2
564
3
2024-06-15 15:21:39.251142
Good
No
Monthly
House
538
31,014
21
Female
23,456
Single
1
PhD
Unemployed
23.087357
Urban
Basic
2
5
326
8
2024-03-23 15:21:39.123711
Poor
No
Daily
Condo
3,626
31,015
58
Female
21,323
Single
3
High School
Employed
23.92224
Urban
Comprehensive
1
12
467
7
2020-06-07 15:21:39.134960
Average
No
Weekly
House
1,691
31,016
61
Male
81,780
Divorced
3
Bachelor's
Self-Employed
19.867305
Suburban
Basic
1
15
383
4
2020-05-30 15:21:39.274993
Average
No
Daily
Condo
1,394
31,017
61
Male
17,727
Married
1
PhD
Self-Employed
9.907798
Urban
Basic
0
12
647
9
2023-12-26 15:21:39.092127
Good
Yes
Weekly
House
570
31,018
45
Female
1,407
Divorced
1
Master's
Unemployed
null
Rural
Comprehensive
1
18
774
7
2023-03-03 15:21:39.194829
Good
Yes
Daily
Condo
1,854
31,019
38
Male
16,861
Married
1
High School
Unemployed
15.828884
Urban
Comprehensive
null
18
382
1
2024-03-07 15:21:39.134960
Poor
Yes
Monthly
Condo
563
31,020
41
Female
3,925
Single
0
Master's
Self-Employed
24.47637
Suburban
Basic
1
4
672
3
2019-11-27 15:21:39.134960
Good
Yes
Rarely
House
742
31,021
28
Male
38,766
Married
3
Master's
Employed
19.448625
Urban
Basic
2
5
487
6
2020-10-10 15:21:39.222387
Average
Yes
Daily
Condo
2,298
31,022
25
Male
46,125
Married
0
Bachelor's
Employed
8.924406
Urban
Basic
1
8
391
7
2019-09-02 15:21:39.224915
Good
Yes
Rarely
Condo
2,791
31,023
61
Female
23,152
Married
null
Master's
null
4.923606
Rural
Premium
null
9
557
1
2023-02-23 15:21:39.226954
Poor
Yes
Monthly
Apartment
1,331
31,024
53
Female
3,720
Divorced
2
Master's
null
29.811663
Suburban
Comprehensive
2
9
null
5
2024-05-25 15:21:39.155231
Average
Yes
Rarely
Condo
697
31,025
39
Male
54,471
Single
null
Master's
Unemployed
51.437824
Rural
Basic
null
12
441
9
2022-12-09 15:21:39.102694
Poor
Yes
Rarely
Apartment
799
31,026
64
Female
38,362
Single
3
Bachelor's
Employed
15.614312
Rural
Comprehensive
0
11
478
6
2019-09-03 15:21:39.105504
Good
No
Daily
House
876
31,027
62
Male
114,522
Single
0
High School
null
21.094929
Rural
Basic
2
11
453
8
2022-02-12 15:21:39.172097
Good
Yes
Weekly
Apartment
3,919
31,028
33
Female
66,762
null
0
High School
null
14.151074
Urban
Comprehensive
1
15
357
8
2023-11-18 15:21:39.081504
Poor
No
Weekly
House
370
31,029
30
Female
28,666
Divorced
1
PhD
null
31.826305
Rural
Comprehensive
null
15
null
8
2022-12-13 15:21:39.167099
Good
No
Daily
Apartment
653
31,030
27
Male
131,280
Single
4
Bachelor's
null
35.687661
Suburban
Basic
0
8
772
9
2022-11-05 15:21:39.165120
Average
Yes
Weekly
Apartment
399
31,031
35
Female
23,429
Divorced
0
Bachelor's
Employed
6.993336
Urban
Comprehensive
1
2
450
9
2022-12-24 15:21:39.155231
Poor
No
Weekly
Condo
2,341
31,032
27
Female
8,984
Divorced
0
PhD
Unemployed
36.64382
Suburban
Comprehensive
0
2
353
8
2022-10-26 15:21:39.155231
Good
Yes
Daily
House
548
31,033
49
Male
44,771
Divorced
1
High School
Unemployed
17.977222
Suburban
Comprehensive
null
19
826
3
2023-07-13 15:21:39.134960
Good
No
Daily
Condo
2,295
31,034
59
Male
32,543
Divorced
3
Bachelor's
Unemployed
18.716267
Rural
Premium
0
2
null
9
2024-05-19 15:21:39.169102
Good
Yes
Daily
Condo
990
31,035
34
Male
83,426
Divorced
3
Bachelor's
null
25.527421
Suburban
Comprehensive
null
6
436
4
2024-02-25 15:21:39.143708
Good
No
Rarely
Condo
945
31,036
49
Female
5,038
Married
null
High School
Self-Employed
27.38998
Suburban
Basic
null
9
424
3
2024-05-15 15:21:39.131192
Average
No
Weekly
House
573
31,037
26
Male
75,900
Married
1
Bachelor's
Employed
50.692957
Rural
Basic
0
11
599
1
2021-08-21 15:21:39.185215
Poor
No
Rarely
Apartment
2,188
31,038
64
Male
35,974
Single
3
High School
null
24.278747
Suburban
Comprehensive
2
11
660
7
2023-03-20 15:21:39.225916
Poor
Yes
Weekly
Apartment
304
31,039
62
Female
11,995
Divorced
3
High School
Employed
40.127941
Suburban
Basic
null
5
null
9
2020-12-21 15:21:39.134960
Good
Yes
Daily
Apartment
556
31,040
53
Female
3,489
Married
0
Bachelor's
Self-Employed
51.791694
Rural
Basic
null
12
757
7
2020-08-07 15:21:39.112553
Good
Yes
Weekly
Apartment
2,411
31,041
32
Male
15,983
Single
0
Bachelor's
Self-Employed
22.998021
Urban
Comprehensive
2
4
431
3
2023-01-04 15:21:39.226954
Good
Yes
Rarely
Apartment
996
31,042
64
Male
86,439
Married
null
High School
Self-Employed
22.580164
Suburban
Basic
2
17
301
7
2023-04-01 15:21:39.134960
Good
Yes
Daily
Condo
1,714
31,043
42
Male
2,579
Single
3
High School
null
5.081827
Suburban
Comprehensive
1
18
765
5
2022-04-25 15:21:39.134960
Good
Yes
Rarely
Apartment
86
31,044
34
Male
43,437
Divorced
null
Bachelor's
Unemployed
8.912123
Urban
Premium
null
11
775
8
2021-09-09 15:21:39.176717
Good
No
Weekly
Apartment
735
31,045
54
Male
6,871
Divorced
4
High School
null
31.897697
Rural
Comprehensive
1
10
578
3
2022-02-08 15:21:39.274993
Poor
No
Weekly
House
594
31,046
47
Female
113,552
Divorced
null
PhD
null
30.47448
Rural
Basic
1
13
442
5
2022-04-18 15:21:39.187211
Average
No
Daily
Apartment
23
31,047
24
Female
9,072
Single
4
High School
Employed
20.350041
Urban
Premium
1
2
null
3
2020-03-14 15:21:39.194829
Good
Yes
Monthly
Condo
129
31,048
33
Female
10,042
Married
2
Bachelor's
Employed
19.954159
Urban
Premium
1
5
596
3
2020-02-18 15:21:39.132191
Good
Yes
Rarely
House
662
31,049
35
Female
55,431
Single
4
PhD
null
38.923106
Rural
Premium
0
12
429
8
2024-01-12 15:21:39.184157
Poor
Yes
Daily
Apartment
214
31,050
57
Male
118,561
Divorced
null
High School
Unemployed
28.351621
Urban
Premium
1
6
678
3
2020-09-07 15:21:39.170099
Average
Yes
Weekly
Condo
124
31,051
24
Female
4,564
Divorced
2
High School
Employed
33.75462
Rural
Basic
0
14
null
3
2019-10-21 15:21:39.280784
Average
No
Daily
Condo
1,140
31,052
37
Female
8,791
Divorced
1
Bachelor's
Unemployed
45.067464
Urban
Premium
0
11
626
2
2019-11-21 15:21:39.082499
Poor
No
Weekly
Apartment
527
31,053
20
Male
17,175
Divorced
1
PhD
Self-Employed
41.817335
Urban
Basic
1
3
466
8
2019-10-31 15:21:39.134960
Poor
No
Monthly
House
581
31,054
53
Male
45,517
Single
4
Master's
Employed
39.853805
Suburban
Basic
0
5
670
2
2019-09-07 15:21:39.093681
Good
Yes
Weekly
Apartment
1,794
31,055
25
Female
71,777
Single
3
PhD
Employed
33.816398
Suburban
Premium
1
0
391
2
2021-04-23 15:21:39.155231
Poor
Yes
Daily
House
956
31,056
41
Male
82,966
Single
null
Bachelor's
Unemployed
22.837862
Suburban
Premium
null
19
null
9
2021-08-19 15:21:39.176717
Poor
No
Rarely
Condo
363
31,057
34
Female
20,826
Single
4
PhD
Unemployed
22.856516
Urban
Basic
2
16
640
8
2023-07-27 15:21:39.226954
Poor
Yes
Daily
Condo
225
31,058
40
Male
34,389
Divorced
1
PhD
Employed
null
Rural
Premium
null
12
456
4
2021-07-27 15:21:39.111551
Poor
No
Rarely
Apartment
1,373
31,059
33
Male
70,572
Divorced
2
Bachelor's
null
3.01911
Rural
Basic
0
2
439
5
2023-10-11 15:21:39.128286
Good
No
Weekly
Condo
1,526
31,060
59
Female
6,791
Single
null
Bachelor's
Unemployed
43.393333
Urban
Premium
null
2
616
8
2020-02-05 15:21:39.134960
Poor
Yes
Weekly
Apartment
51
31,061
52
Male
14,736
Married
3
Bachelor's
Self-Employed
43.638239
Suburban
Basic
2
7
766
4
2019-10-09 15:21:39.155231
Good
Yes
Daily
Condo
2,433
31,062
20
Female
16,058
Married
4
Bachelor's
null
34.904314
Suburban
Premium
1
5
697
6
2021-10-11 15:21:39.279729
Good
No
Weekly
House
2,280
31,063
53
Female
63,944
Divorced
3
PhD
null
25.016717
Rural
Basic
1
11
387
4
2020-05-23 15:21:39.226954
Good
Yes
Weekly
House
938
31,064
58
Female
8,981
Divorced
0
PhD
Employed
16.079174
Suburban
Comprehensive
1
14
572
1
2021-07-26 15:21:39.261856
Average
No
Rarely
House
1,201
31,065
43
Male
32,002
Married
null
Master's
null
45.492514
Rural
Comprehensive
0
12
829
3
2022-05-07 15:21:39.237118
Average
Yes
Weekly
House
1,770
31,066
29
Female
106,655
Married
3
Bachelor's
Self-Employed
16.867447
Urban
Basic
1
11
459
5
2019-10-13 15:21:39.134960
Good
Yes
Weekly
House
1,494
31,067
28
Female
null
Single
3
Master's
Employed
20.913147
Suburban
Basic
null
8
314
1
2023-07-29 15:21:39.087123
Good
No
Monthly
Condo
1,831
31,068
35
Female
13,791
Married
1
Master's
Self-Employed
29.593798
Suburban
Premium
0
2
607
8
2020-05-30 15:21:39.278402
Good
Yes
Rarely
Condo
23
31,069
64
Female
24,299
Single
3
PhD
null
null
Suburban
Premium
2
19
575
8
2019-09-13 15:21:39.112553
Poor
Yes
Monthly
Apartment
822
31,070
40
Male
20,676
Divorced
3
Master's
Employed
18.638474
Rural
Basic
0
7
477
7
2024-06-19 15:21:39.155231
Poor
No
Weekly
Condo
2,734
31,071
33
Male
38,684
Divorced
null
Master's
null
null
Rural
Basic
null
12
657
7
2021-06-30 15:21:39.123711
Good
Yes
Monthly
Apartment
394
31,072
30
Female
496
Single
4
High School
Employed
50.553706
Rural
Basic
2
13
526
2
2024-01-04 15:21:39.237118
Good
Yes
Daily
Apartment
471
31,073
62
Female
57,898
Married
0
Master's
null
34.823374
Suburban
Comprehensive
2
13
733
3
2022-07-12 15:21:39.155231
Poor
Yes
Daily
House
381
31,074
49
Female
70,884
Married
1
Master's
Self-Employed
28.733314
Urban
Basic
3
14
433
9
2024-02-03 15:21:39.289099
Average
No
Daily
Apartment
374
31,075
63
Female
29,137
Divorced
0
PhD
Self-Employed
37.859263
Urban
Premium
0
2
804
7
2022-12-19 15:21:39.255696
Poor
No
Weekly
Apartment
1,465
31,076
54
Female
55,508
Single
0
High School
Employed
23.385819
Rural
Comprehensive
1
9
431
1
2023-03-29 15:21:39.170099
Average
Yes
Monthly
Condo
1,452
31,077
36
Female
65,437
Single
3
PhD
null
8.723609
Suburban
Comprehensive
0
17
385
2
2021-11-30 15:21:39.099739
Average
No
Daily
Condo
3,167
31,078
25
Male
3,750
Married
2
PhD
Employed
null
Rural
Basic
null
10
586
7
2024-03-20 15:21:39.134960
Average
Yes
Weekly
Apartment
683
31,079
20
Male
51,862
Married
4
Bachelor's
Employed
10.188845
Rural
Premium
2
2
436
7
2023-04-06 15:21:39.171102
Average
Yes
Rarely
House
1,166
31,080
26
Male
29,773
Married
4
Bachelor's
Employed
25.433413
Urban
Comprehensive
1
4
569
4
2024-03-11 15:21:39.155231
Average
Yes
Monthly
Condo
955
31,081
55
Female
24,497
Divorced
null
Master's
Unemployed
21.357058
Urban
Comprehensive
0
13
585
2
2023-09-23 15:21:39.197445
Good
Yes
Daily
Condo
535
31,082
20
Female
null
Married
0
High School
Employed
40.064842
Rural
Premium
0
6
492
9
2023-03-30 15:21:39.222387
Average
Yes
Daily
House
33
31,083
37
Female
18,679
Married
4
PhD
Employed
27.559926
Suburban
Comprehensive
null
7
594
4
2024-02-05 15:21:39.237118
Average
No
Daily
Apartment
1,351
31,084
30
Female
54,566
Divorced
2
PhD
Unemployed
23.813661
Urban
Comprehensive
3
14
349
5
2020-03-12 15:21:39.274993
Good
No
Daily
Apartment
1,242
31,085
60
Male
100,919
Married
4
High School
null
52.249501
Rural
Comprehensive
0
9
null
4
2021-07-07 15:21:39.194829
Good
Yes
Monthly
Apartment
966
31,086
50
Male
43,963
Single
4
Master's
Employed
10.812134
Rural
Premium
2
13
668
8
2022-10-13 15:21:39.268507
Poor
No
Weekly
House
1,359
31,087
30
Female
34,246
Single
3
Bachelor's
Self-Employed
5.841855
Suburban
Comprehensive
1
4
673
9
2024-04-08 15:21:39.180553
Poor
Yes
Rarely
Condo
615
31,088
22
Female
23,217
Single
4
High School
Employed
36.389314
Suburban
Comprehensive
2
19
641
1
2019-12-21 15:21:39.288099
Good
Yes
Rarely
Apartment
1,211
31,089
18
Male
11,936
Married
1
Master's
Unemployed
48.396659
Urban
Basic
1
10
337
2
2023-11-08 15:21:39.145732
Good
Yes
Daily
Apartment
2,749
31,090
61
Male
857
Single
4
PhD
Self-Employed
25.363673
Suburban
Comprehensive
null
18
300
4
2021-03-16 15:21:39.173834
Poor
Yes
Daily
Apartment
2,641
31,091
41
Female
22,860
Divorced
2
High School
null
12.596738
Rural
Comprehensive
1
13
724
4
2021-04-14 15:21:39.261856
Good
No
Rarely
Condo
489
31,092
44
Female
406
Single
1
High School
Self-Employed
15.737682
Rural
Basic
4
7
739
3
2022-02-03 15:21:39.151732
Poor
No
Weekly
Condo
2,363
31,093
27
Male
7,919
Married
1
Bachelor's
Employed
31.489221
Suburban
Premium
0
11
null
7
2021-04-06 15:21:39.257696
Good
No
Monthly
House
865
31,094
20
Male
29,061
Single
0
Bachelor's
null
28.973306
Rural
Premium
0
7
null
8
2020-03-20 15:21:39.237118
Poor
Yes
Rarely
House
23
31,095
42
Male
55,787
Married
1
High School
Unemployed
26.894414
Urban
Basic
1
14
554
6
2023-07-01 15:21:39.265513
Good
No
Monthly
Apartment
115
31,096
18
Female
44,448
Divorced
1
PhD
Employed
17.088066
Urban
Comprehensive
0
13
550
2
2021-04-04 15:21:39.218388
Poor
Yes
Weekly
House
2,629
31,097
27
Male
52,305
Married
3
High School
Employed
28.283032
Rural
Basic
0
3
399
3
2020-08-17 15:21:39.261856
Good
No
Rarely
House
516
31,098
26
Female
27,299
Divorced
2
Master's
Employed
11.81165
Rural
Comprehensive
null
9
835
4
2020-11-02 15:21:39.134960
Average
No
Daily
House
604
31,099
64
Female
22,041
Divorced
0
Master's
null
30.152553
Urban
Basic
0
9
444
6
2020-07-21 15:21:39.155231
Good
No
Monthly
Condo
1,823