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
31,100
48
Female
47,292
Divorced
1
PhD
Self-Employed
13.084922
Rural
Premium
0
16
538
5
2020-03-16 15:21:39.101733
Good
No
Monthly
Apartment
62
31,101
55
Female
28,761
Single
3
PhD
Employed
13.976999
Urban
Basic
1
8
519
4
2020-03-21 15:21:39.131192
Good
Yes
Weekly
Apartment
2,922
31,102
60
Male
53,325
Divorced
null
PhD
Employed
26.926508
Urban
Comprehensive
0
0
480
5
2021-06-18 15:21:39.093681
Average
Yes
Weekly
Condo
191
31,103
33
Male
23,212
Married
2
Master's
Self-Employed
30.592319
Rural
Premium
0
0
685
9
2024-05-06 15:21:39.155231
Average
Yes
Monthly
Apartment
1,568
31,104
47
Female
55,951
Single
1
Bachelor's
Self-Employed
48.73529
Suburban
Comprehensive
2
8
459
5
2024-01-02 15:21:39.175719
Good
Yes
Daily
Condo
943
31,105
52
Female
66,213
Single
4
High School
Unemployed
16.063054
Urban
Basic
null
13
457
4
2023-09-12 15:21:39.206847
Average
No
Daily
Condo
461
31,106
48
Female
42,461
Single
1
Master's
null
38.4943
Urban
Basic
0
13
552
2
2020-10-15 15:21:39.090124
Good
Yes
Rarely
House
489
31,107
34
Female
18,245
Married
2
High School
Unemployed
27.769469
Urban
Comprehensive
1
3
514
5
2020-01-18 15:21:39.207847
Poor
No
Daily
Apartment
462
31,108
36
Female
61,324
Divorced
4
PhD
Self-Employed
12.480105
Rural
Premium
1
7
307
3
2022-04-17 15:21:39.221386
Good
Yes
Weekly
House
1,136
31,109
62
Female
16,193
Divorced
4
High School
null
27.723775
Urban
Basic
1
14
575
4
2022-07-22 15:21:39.279729
Average
No
Rarely
Apartment
1,155
31,110
49
Female
2,351
Divorced
1
Bachelor's
null
27.141966
Suburban
Basic
0
12
437
9
2023-06-14 15:21:39.083497
Poor
No
Weekly
Condo
1,529
31,111
null
Male
null
Married
0
PhD
null
37.161317
Suburban
Basic
1
11
349
5
2022-02-26 15:21:39.288099
Average
Yes
Daily
Apartment
686
31,112
22
Female
40,252
Married
2
High School
null
9.880195
Suburban
Comprehensive
2
8
566
3
2023-04-21 15:21:39.274993
Good
Yes
Weekly
Apartment
462
31,113
41
Male
72,351
Divorced
3
High School
null
29.408822
Suburban
Premium
0
3
723
8
2020-10-20 15:21:39.155231
Average
No
Weekly
Apartment
261
31,114
44
Male
36,102
Married
4
PhD
null
11.935398
Urban
Premium
0
5
696
8
2022-10-04 15:21:39.155231
Good
Yes
Monthly
Apartment
710
31,115
40
Female
81,510
Divorced
0
Bachelor's
Employed
22.966648
Rural
Premium
0
16
427
6
2024-03-14 15:21:39.228521
Poor
Yes
Weekly
Apartment
482
31,116
54
Female
3,860
Married
0
PhD
null
17.874195
Urban
Comprehensive
2
0
716
2
2021-07-17 15:21:39.202448
Average
Yes
Monthly
Condo
586
31,117
21
Male
8,072
Married
2
Bachelor's
Employed
34.616425
Urban
Comprehensive
0
5
590
1
2023-10-23 15:21:39.247098
Good
No
Rarely
Condo
466
31,118
19
Female
61,670
Married
0
High School
Employed
null
Suburban
Basic
0
3
658
5
2024-06-29 15:21:39.261856
Good
Yes
Weekly
House
2,620
31,119
54
Female
127,065
Married
1
Bachelor's
null
12.937352
Rural
Premium
null
17
305
8
2022-11-19 15:21:39.096739
Good
Yes
Monthly
Condo
472
31,120
60
Male
1,706
Married
0
Bachelor's
Unemployed
26.779439
Rural
Basic
null
13
548
8
2022-06-01 15:21:39.235012
null
Yes
Weekly
House
2,360
31,121
39
Female
82,368
Married
3
High School
Unemployed
30.514925
Suburban
Premium
0
8
784
4
2019-09-29 15:21:39.246098
Good
No
Monthly
Condo
327
31,122
57
Male
1,150
null
1
Master's
Unemployed
12.622881
Urban
Comprehensive
1
9
619
4
2023-12-13 15:21:39.237118
Good
No
Weekly
Apartment
668
31,123
62
Female
23,456
Married
0
High School
Employed
43.09584
Rural
Comprehensive
null
4
646
2
2020-10-07 15:21:39.288099
Poor
Yes
Monthly
Apartment
596
31,124
33
Female
14,084
Divorced
1
Bachelor's
Self-Employed
47.755544
Urban
Basic
null
5
749
6
2020-09-24 15:21:39.126661
Poor
No
Weekly
Apartment
740
31,125
26
Female
22,286
Divorced
4
Master's
Unemployed
20.966324
Suburban
Basic
null
3
749
6
2021-02-17 15:21:39.123711
Poor
No
Monthly
Condo
844
31,126
30
Female
48,541
Single
2
PhD
Unemployed
null
Suburban
Premium
1
5
501
5
2023-11-06 15:21:39.132191
Good
Yes
Daily
Apartment
539
31,127
36
Male
2,673
Single
3
High School
Self-Employed
16.520531
Rural
Comprehensive
3
19
773
4
2023-03-31 15:21:39.147735
Poor
Yes
Daily
House
910
31,128
25
Male
47,144
Divorced
null
PhD
null
32.818173
Urban
Premium
2
19
484
4
2021-11-14 15:21:39.113566
Average
No
Rarely
Apartment
203
31,129
25
Female
20,501
Married
null
PhD
null
49.78375
Suburban
Comprehensive
3
19
414
2
2020-08-30 15:21:39.155231
Poor
No
Monthly
Apartment
709
31,130
40
Female
25,063
Married
3
Master's
Self-Employed
34.754527
Suburban
Basic
0
11
703
8
2022-10-20 15:21:39.129190
Average
No
Rarely
Condo
2,733
31,131
55
Male
29,611
Divorced
2
Bachelor's
Employed
28.7882
Suburban
Comprehensive
0
15
531
9
2021-07-15 15:21:39.228521
null
No
Weekly
Apartment
2,105
31,132
46
Male
18,058
Single
4
High School
Self-Employed
9.726654
Urban
Basic
0
14
659
1
2021-10-05 15:21:39.134960
Good
Yes
Weekly
Condo
906
31,133
48
Male
65,154
Single
null
Bachelor's
Unemployed
16.569251
Suburban
Basic
1
13
740
5
2020-11-15 15:21:39.260856
Average
No
Weekly
Condo
65
31,134
55
Female
28,078
Single
2
Bachelor's
Self-Employed
17.204073
Rural
Premium
1
5
713
1
2021-09-04 15:21:39.155231
Good
Yes
Daily
House
516
31,135
48
Male
1,724
Divorced
2
Bachelor's
Unemployed
25.580876
Suburban
Premium
0
6
656
3
2020-03-08 15:21:39.184157
Good
No
Daily
House
3,024
31,136
43
Female
73,931
Married
2
Master's
Unemployed
31.372466
Suburban
Comprehensive
0
8
454
7
2020-09-08 15:21:39.166062
Poor
Yes
Monthly
Condo
806
31,137
34
Female
38,509
Married
2
PhD
null
42.655024
Rural
Basic
1
9
699
1
2021-01-02 15:21:39.285112
Poor
Yes
Daily
Apartment
1,801
31,138
48
Female
17,774
Divorced
2
Bachelor's
null
35.246767
Rural
Premium
0
16
751
6
2022-10-20 15:21:39.113566
Poor
Yes
Weekly
House
1,495
31,139
42
Female
40,203
Divorced
3
High School
null
32.914252
Urban
Premium
null
3
484
8
2024-08-15 15:21:39.197445
Good
Yes
Monthly
Apartment
790
31,140
64
Male
11,861
Divorced
null
High School
Employed
22.717078
Urban
Basic
0
4
732
6
2022-06-11 15:21:39.126661
Average
Yes
Weekly
Apartment
924
31,141
28
Male
9,128
Married
4
Bachelor's
Unemployed
27.511317
Rural
Basic
0
19
672
9
2020-05-17 15:21:39.134960
Good
Yes
Daily
Condo
612
31,142
28
Male
24,784
Single
3
Bachelor's
null
null
Urban
Premium
1
1
702
6
2024-07-07 15:21:39.189223
Good
Yes
Weekly
Apartment
101
31,143
50
Female
13,570
Divorced
2
Master's
Unemployed
22.558877
Urban
Premium
1
1
769
6
2022-09-06 15:21:39.155231
Good
Yes
Rarely
Condo
829
31,144
62
Female
35,759
Married
2
High School
null
3.959686
Suburban
Basic
2
11
507
6
2024-06-12 15:21:39.134960
Poor
No
Rarely
Apartment
712
31,145
59
Female
120,518
Single
3
Master's
Unemployed
34.929217
Urban
Premium
2
16
456
7
2021-01-07 15:21:39.092127
Poor
No
Weekly
House
24
31,146
62
Female
4,962
Divorced
1
High School
Employed
28.97212
Rural
Premium
1
5
446
9
2021-03-25 15:21:39.112553
Poor
No
Monthly
House
801
31,147
60
Female
623
Married
2
PhD
null
14.908651
Suburban
Basic
2
9
416
6
2020-07-06 15:21:39.084065
Good
No
Rarely
Apartment
827
31,148
60
Female
null
Married
2
PhD
Unemployed
8.693288
Suburban
Premium
3
0
739
9
2023-10-07 15:21:39.281787
null
No
Daily
Condo
561
31,149
23
Male
14,092
Married
4
High School
Employed
28.099366
Suburban
Premium
1
15
784
8
2024-03-21 15:21:39.155231
Poor
Yes
Daily
House
725
31,150
22
Female
61,638
Single
1
Master's
Employed
10.705921
Urban
Basic
1
17
347
1
2022-03-26 15:21:39.134960
Poor
Yes
Daily
House
580
31,151
51
Male
44,604
Single
1
PhD
Self-Employed
22.664488
Rural
Comprehensive
4
2
767
1
2020-05-18 15:21:39.079128
Good
Yes
Rarely
Condo
2,001
31,152
21
Male
141,623
Divorced
4
High School
Self-Employed
36.653987
Suburban
Premium
0
17
489
4
2021-04-28 15:21:39.237118
null
No
Weekly
Apartment
112
31,153
42
Female
39
Married
0
Bachelor's
Employed
38.097388
Suburban
Basic
null
1
632
6
2022-12-18 15:21:39.134960
Poor
No
Weekly
House
1,784
31,154
36
Female
44,581
Divorced
3
High School
Unemployed
5.476483
Rural
Comprehensive
0
7
379
4
2019-12-31 15:21:39.134960
Poor
Yes
Daily
Apartment
534
31,155
26
Female
null
Divorced
1
Bachelor's
null
22.87412
Rural
Premium
2
6
440
7
2021-08-01 15:21:39.122134
Good
No
Rarely
House
482
31,156
28
Female
26,963
null
4
Bachelor's
null
17.363321
Rural
Comprehensive
2
11
638
8
2022-07-18 15:21:39.273973
Average
Yes
Rarely
Condo
902
31,157
32
Female
59,091
Single
4
Bachelor's
null
30.185799
Rural
Basic
1
7
357
3
2024-01-28 15:21:39.094752
Poor
Yes
Daily
Apartment
454
31,158
57
Female
45,476
Married
null
PhD
Unemployed
34.783669
Rural
Basic
1
8
null
8
2023-04-30 15:21:39.170099
Average
Yes
Weekly
Apartment
524
31,159
37
Male
null
Divorced
null
Bachelor's
Unemployed
5.446437
Rural
Basic
null
1
388
3
2020-11-02 15:21:39.113566
Poor
No
Monthly
Condo
991
31,160
31
Female
18,540
Divorced
1
High School
Self-Employed
20.629567
Urban
Comprehensive
null
13
null
6
2022-06-01 15:21:39.204790
Poor
Yes
Rarely
Condo
1,668
31,161
32
Female
60,655
Divorced
3
High School
Unemployed
22.592558
Rural
Basic
1
6
421
2
2020-03-29 15:21:39.089116
Good
Yes
Rarely
House
185
31,162
63
Male
63,513
Married
0
Master's
Employed
40.982044
Suburban
Premium
1
8
830
2
2019-10-24 15:21:39.286113
Good
Yes
Rarely
House
3,923
31,163
59
Male
12,071
Married
0
High School
Employed
24.666476
Urban
Comprehensive
1
3
846
9
2019-12-06 15:21:39.237118
Good
Yes
Weekly
Apartment
659
31,164
47
Male
149,542
Divorced
3
PhD
Self-Employed
29.592775
Urban
Comprehensive
0
2
687
3
2019-10-22 15:21:39.095696
Poor
Yes
Rarely
House
2,541
31,165
47
Female
53,468
Single
4
Bachelor's
Employed
null
Rural
Premium
0
11
null
4
2021-12-03 15:21:39.092127
Poor
Yes
Daily
House
4,050
31,166
62
Female
76,438
Married
2
High School
Self-Employed
20.07807
Rural
Premium
null
10
498
5
2021-04-12 15:21:39.198406
Poor
Yes
Daily
Condo
3,765
31,167
48
Male
64,244
Single
null
PhD
Self-Employed
7.236616
Rural
Comprehensive
0
17
null
3
2019-08-28 15:21:39.145732
Average
Yes
Rarely
Apartment
2,218
31,168
18
Female
23,273
Married
1
PhD
null
null
Urban
Basic
0
9
657
9
2020-05-03 15:21:39.134960
Average
No
Daily
Condo
533
31,169
49
Female
1,488
Married
3
High School
Unemployed
null
Rural
Premium
1
11
574
1
2021-10-04 15:21:39.282785
Average
Yes
Daily
Condo
1,544
31,170
46
Female
20,429
Single
0
Master's
null
13.638936
Suburban
Premium
1
0
718
2
2022-10-24 15:21:39.170099
Good
Yes
Daily
Condo
885
31,171
42
Male
133,515
Single
null
Bachelor's
Employed
22.738223
Suburban
Comprehensive
3
17
310
5
2020-05-31 15:21:39.114118
Poor
Yes
Daily
Condo
1,684
31,172
18
Male
20,891
Divorced
2
PhD
Unemployed
7.270155
Rural
Basic
null
7
481
9
2019-09-15 15:21:39.099739
Good
No
Weekly
House
1,797
31,173
48
Male
126,098
Single
4
PhD
null
33.730951
Urban
Basic
2
5
473
9
2019-09-21 15:21:39.254678
Good
No
Daily
Condo
939
31,174
45
Male
66,535
Married
3
Bachelor's
Employed
48.898396
Suburban
Premium
4
4
null
1
2021-07-03 15:21:39.278402
Average
Yes
Monthly
Apartment
150
31,175
39
Male
607
Divorced
3
Bachelor's
Unemployed
38.847478
Urban
Comprehensive
null
12
489
6
2021-06-25 15:21:39.123711
null
Yes
Daily
Apartment
528
31,176
29
Male
15,776
Single
1
High School
Unemployed
46.356825
Rural
Comprehensive
1
1
null
3
2020-05-26 15:21:39.125660
Poor
Yes
Daily
Apartment
551
31,177
39
Male
14,050
Single
1
Bachelor's
Employed
21.00778
Rural
Premium
2
8
807
5
2022-12-12 15:21:39.165120
Good
No
Monthly
Apartment
833
31,178
24
Male
67,832
Married
3
PhD
Employed
17.603553
Rural
Comprehensive
2
15
351
9
2022-04-23 15:21:39.132191
Average
Yes
Daily
Condo
115
31,179
60
Female
26,983
Married
4
Bachelor's
Unemployed
6.077913
Suburban
Basic
1
5
526
5
2023-09-29 15:21:39.173834
Good
Yes
Rarely
Apartment
1,017
31,180
43
Male
1,333
Single
null
PhD
null
17.09937
Suburban
Basic
2
19
759
9
2022-04-23 15:21:39.155231
Average
Yes
Daily
House
2,677
31,181
25
Female
null
Divorced
3
High School
Self-Employed
16.827448
Rural
Basic
null
16
328
5
2024-06-28 15:21:39.198406
Poor
No
Rarely
Condo
705
31,182
28
Female
9,797
Single
4
High School
Unemployed
5.726356
Urban
Comprehensive
0
7
616
9
2023-06-12 15:21:39.092127
Average
Yes
Daily
House
1,465
31,183
18
Male
75,716
Married
1
High School
Unemployed
41.692616
Urban
Basic
null
10
null
8
2019-09-09 15:21:39.185215
Poor
No
Monthly
House
2,188
31,184
51
Female
764
null
3
High School
null
39.187823
Suburban
Basic
null
3
813
3
2024-02-04 15:21:39.134960
Average
Yes
Monthly
Apartment
916
31,185
26
Male
53,717
Married
2
High School
Self-Employed
14.496497
Suburban
Basic
2
2
849
7
2022-11-15 15:21:39.283783
Good
No
Rarely
House
24
31,186
20
Male
13,068
Divorced
2
High School
Employed
23.912986
Rural
Premium
0
9
458
6
2023-03-05 15:21:39.172097
Average
Yes
Monthly
Condo
1,534
31,187
18
Female
60,500
Married
2
Bachelor's
Employed
13.394415
Rural
Premium
1
11
497
7
2023-12-18 15:21:39.219432
Average
Yes
Rarely
Condo
285
31,188
43
Female
7,981
Married
null
PhD
Employed
22.308087
Urban
Comprehensive
3
5
515
5
2023-12-22 15:21:39.237118
Good
Yes
Rarely
House
1,474
31,189
21
Male
81,767
Married
4
PhD
Employed
18.859438
Urban
Premium
null
11
637
1
2022-10-31 15:21:39.256696
Poor
Yes
Daily
Condo
365
31,190
44
Female
17,098
Divorced
0
PhD
Self-Employed
13.2468
Urban
Comprehensive
1
12
832
4
2023-03-14 15:21:39.130190
Good
No
Daily
Apartment
1,544
31,191
46
Female
11,905
Single
0
Master's
null
14.908386
Rural
Basic
0
16
692
1
2024-06-27 15:21:39.185215
Poor
Yes
Daily
Condo
719
31,192
28
Female
43,970
Divorced
4
Bachelor's
null
31.294913
Rural
Basic
1
1
691
8
2022-09-29 15:21:39.134960
Good
No
Weekly
Condo
875
31,193
57
Female
8,627
Married
null
PhD
Unemployed
29.869426
Rural
Premium
3
11
763
6
2022-01-30 15:21:39.265513
Good
No
Weekly
Apartment
87
31,194
50
Male
59,601
Single
4
Bachelor's
Employed
9.569816
Suburban
Premium
2
13
567
4
2020-07-03 15:21:39.250151
Average
Yes
Weekly
Apartment
35
31,195
64
Female
85,790
Divorced
3
PhD
Unemployed
45.161624
Rural
Comprehensive
0
18
830
8
2022-12-24 15:21:39.081504
Poor
No
Rarely
Condo
119
31,196
44
Female
100,407
Married
null
PhD
Unemployed
34.964375
Rural
Premium
2
18
322
1
2022-03-23 15:21:39.119168
Average
Yes
Daily
Condo
514
31,197
46
Male
44,385
Divorced
0
PhD
Employed
26.593955
Suburban
Premium
2
14
null
5
2021-04-26 15:21:39.134960
Poor
Yes
Weekly
Condo
2,473
31,198
46
Female
28,215
Divorced
2
Bachelor's
Self-Employed
36.73519
Suburban
Basic
1
5
515
1
2021-09-21 15:21:39.272456
Poor
No
Monthly
House
659
31,199
61
Female
4,181
Single
1
High School
Employed
21.146721
Suburban
Comprehensive
1
19
null
8
2021-05-30 15:21:39.205850
Poor
Yes
Rarely
House
38