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
30,100
40
Female
26,383
Single
null
PhD
Employed
26.277849
Urban
Basic
0
2
752
6
2022-12-25 15:21:39.143708
Good
Yes
Rarely
House
2,064
30,101
30
Male
24,331
Single
0
Bachelor's
Employed
46.839664
Urban
Basic
2
1
829
8
2021-03-22 15:21:39.118178
Good
Yes
Rarely
House
2,167
30,102
19
Female
55,923
Single
3
High School
Employed
16.991461
Urban
Premium
null
10
819
8
2020-10-05 15:21:39.155231
Poor
No
Rarely
Condo
373
30,103
44
Female
16,882
Married
3
Bachelor's
Unemployed
null
Urban
Comprehensive
0
12
596
3
2022-10-21 15:21:39.289099
Poor
Yes
Weekly
Condo
992
30,104
null
Female
35,297
Single
3
High School
Employed
null
Suburban
Comprehensive
1
5
751
6
2024-04-16 15:21:39.194829
null
No
Daily
Apartment
468
30,105
54
Male
6,449
Divorced
3
Master's
null
6.141346
Rural
Basic
2
16
null
7
2021-10-22 15:21:39.155231
Good
No
Rarely
Apartment
813
30,106
53
Male
478
Married
1
Bachelor's
null
null
Urban
Premium
null
11
636
6
2024-01-22 15:21:39.226954
Poor
Yes
Monthly
House
1,373
30,107
50
Female
27,048
Single
4
High School
null
12.551298
Suburban
Premium
1
8
495
3
2020-09-12 15:21:39.211806
Poor
Yes
Daily
Condo
597
30,108
29
Female
2,856
Single
1
PhD
Employed
9.079014
Suburban
Basic
1
16
null
8
2024-05-30 15:21:39.152732
Good
Yes
Daily
Apartment
2,086
30,109
25
Male
16,078
Single
3
High School
Unemployed
22.414646
Rural
Premium
1
15
602
5
2023-08-22 15:21:39.279729
Poor
Yes
Rarely
Condo
822
30,110
40
Female
3,663
Married
null
Bachelor's
Self-Employed
39.005789
Urban
Basic
null
0
304
5
2023-02-24 15:21:39.185215
Poor
No
Weekly
Apartment
1,312
30,111
32
Male
8,109
Divorced
null
PhD
Unemployed
29.388508
Rural
Basic
0
17
687
1
2023-11-27 15:21:39.276388
Average
No
Monthly
House
1,037
30,112
50
Male
106,619
Married
1
Master's
Employed
51.967174
Suburban
Comprehensive
1
9
599
1
2022-01-19 15:21:39.209847
Good
No
Daily
House
2,698
30,113
36
Male
33,754
Married
1
Bachelor's
null
13.95812
Suburban
Basic
1
9
320
6
2023-06-26 15:21:39.155231
Good
Yes
Rarely
Condo
447
30,114
42
Male
17,071
Married
2
Master's
null
28.938665
Urban
Basic
null
16
511
2
2023-05-20 15:21:39.098696
Poor
Yes
Rarely
Condo
949
30,115
47
Female
6,054
Married
1
PhD
Employed
32.006065
Urban
Premium
0
5
null
4
2020-10-05 15:21:39.244069
Good
No
Monthly
House
743
30,116
21
Female
38,916
Divorced
4
Master's
Self-Employed
45.14655
Rural
Comprehensive
null
8
635
4
2022-07-25 15:21:39.166062
Poor
No
Monthly
Apartment
1,005
30,117
39
Male
70,893
Married
1
Bachelor's
Employed
38.147936
Urban
Premium
0
9
447
6
2022-07-21 15:21:39.251142
Poor
No
Weekly
House
1,042
30,118
24
Female
71,591
Married
null
High School
Self-Employed
28.059399
Rural
Premium
0
19
641
3
2022-12-08 15:21:39.206847
Average
Yes
Daily
Condo
276
30,119
63
Female
5,095
Single
4
High School
null
41.189935
Urban
Comprehensive
2
14
581
7
2021-10-15 15:21:39.247098
Good
Yes
Rarely
House
992
30,120
43
Male
39,077
Married
3
Bachelor's
Employed
15.430966
Rural
Premium
1
1
null
2
2021-06-30 15:21:39.134960
null
No
Monthly
Condo
1,529
30,121
42
Male
11,218
Married
null
High School
Employed
21.838309
Suburban
Premium
1
15
364
5
2022-09-01 15:21:39.134960
Poor
No
Rarely
Condo
1,053
30,122
40
Male
27,222
Single
2
PhD
Unemployed
41.593344
Urban
Basic
null
12
329
8
2023-03-26 15:21:39.217387
Average
No
Weekly
House
1,177
30,123
24
Male
45,936
Divorced
4
PhD
Self-Employed
25.06861
Urban
Comprehensive
null
18
744
3
2021-11-30 15:21:39.134960
Good
No
Weekly
Apartment
1,581
30,124
55
Male
31,406
Single
4
Bachelor's
null
28.616827
Suburban
Premium
0
19
null
5
2022-03-06 15:21:39.104139
Good
No
Daily
Apartment
943
30,125
39
Male
16,892
Single
3
PhD
Self-Employed
13.282902
Urban
Premium
null
2
496
2
2021-06-29 15:21:39.184157
Good
No
Weekly
House
923
30,126
53
Female
26,668
Divorced
2
Bachelor's
Unemployed
27.988606
Rural
Premium
1
18
801
6
2020-12-11 15:21:39.155231
Poor
No
Weekly
House
134
30,127
51
Male
25,791
null
1
Master's
null
24.9145
Rural
Comprehensive
2
9
841
3
2020-02-04 15:21:39.253660
Good
Yes
Daily
House
3,610
30,128
36
Male
107,991
Married
0
Bachelor's
null
21.957212
Suburban
Basic
null
7
740
9
2024-02-14 15:21:39.220389
Good
Yes
Monthly
Condo
301
30,129
55
Male
22,073
Married
1
Master's
Employed
29.395793
Suburban
Basic
3
1
673
6
2020-06-10 15:21:39.169102
Average
No
Daily
Apartment
731
30,130
58
Male
18,783
Single
4
High School
null
21.844283
Urban
Comprehensive
0
19
759
1
2021-02-25 15:21:39.246098
Poor
No
Weekly
House
955
30,131
30
Male
6,821
Divorced
4
High School
Employed
19.259422
Suburban
Basic
0
2
405
8
2021-07-07 15:21:39.184157
Poor
Yes
Weekly
Condo
2,113
30,132
50
Female
40,454
Divorced
1
Bachelor's
Unemployed
30.567691
Suburban
Premium
null
5
779
4
2023-01-26 15:21:39.090124
Average
Yes
Weekly
Condo
934
30,133
48
Female
17,684
Single
3
PhD
null
null
Suburban
Basic
2
1
787
4
2020-07-27 15:21:39.143708
Good
Yes
Daily
House
649
30,134
25
Female
39,365
Married
4
Master's
Self-Employed
15.666584
Rural
Comprehensive
1
13
772
4
2020-06-01 15:21:39.263607
Good
Yes
Monthly
Condo
1,264
30,135
46
Male
69,987
Single
4
Bachelor's
Employed
13.678614
Rural
Basic
3
3
442
2
2021-03-07 15:21:39.188220
Poor
Yes
Weekly
Condo
556
30,136
33
Male
6,051
Single
0
PhD
null
32.574316
Rural
Basic
0
1
783
1
2024-06-20 15:21:39.226954
Good
No
Monthly
Condo
533
30,137
24
Male
43,878
Married
3
PhD
Employed
33.994432
Urban
Premium
null
9
847
4
2023-05-03 15:21:39.091080
Average
No
Rarely
House
1,040
30,138
32
Male
4,901
Married
3
High School
null
22.354631
Urban
Comprehensive
null
6
659
9
2023-04-05 15:21:39.290098
Good
No
Monthly
Condo
198
30,139
45
Male
81,701
Married
4
Bachelor's
null
12.241191
Rural
Premium
0
12
434
8
2020-03-04 15:21:39.120168
Average
Yes
Weekly
House
1,645
30,140
24
Female
113,079
Single
null
Bachelor's
Self-Employed
12.039607
Urban
Comprehensive
0
8
371
5
2022-08-31 15:21:39.196387
Good
No
Rarely
Apartment
2,022
30,141
25
Male
null
Married
2
Bachelor's
Self-Employed
18.09374
Urban
Comprehensive
3
1
null
7
2021-10-30 15:21:39.274993
Poor
Yes
Rarely
Apartment
27
30,142
31
Female
12,459
Married
null
PhD
Employed
13.082686
Urban
Comprehensive
null
5
399
9
2019-12-08 15:21:39.219432
Average
Yes
Daily
Condo
2,402
30,143
31
Female
44,393
Single
1
High School
Employed
12.064397
Suburban
Comprehensive
null
5
513
6
2024-06-02 15:21:39.134960
Poor
Yes
Weekly
Apartment
956
30,144
55
Female
11,984
Single
3
High School
Employed
23.816804
Rural
Basic
2
16
594
7
2022-02-01 15:21:39.186212
Poor
Yes
Rarely
Condo
2,473
30,145
26
Female
27,982
Married
1
PhD
Unemployed
25.749502
Urban
Premium
1
10
null
3
2023-07-31 15:21:39.155231
Poor
No
Rarely
Apartment
686
30,146
63
Female
29,508
Married
2
PhD
null
null
Suburban
Premium
0
19
null
9
2020-12-21 15:21:39.276901
Poor
No
Rarely
Condo
587
30,147
64
Female
6,927
Single
4
Bachelor's
null
7.079058
Rural
Basic
2
19
574
4
2022-02-15 15:21:39.186212
Poor
Yes
Weekly
House
1,836
30,148
47
Male
51,453
Single
0
High School
null
51.922605
Urban
Basic
1
6
816
9
2023-04-21 15:21:39.102694
Average
Yes
Monthly
Apartment
881
30,149
45
Female
7,894
Married
4
Bachelor's
Unemployed
9.859473
Suburban
Basic
0
2
716
8
2021-01-17 15:21:39.285112
Good
No
Daily
Apartment
1,027
30,150
57
Female
25,247
Married
3
High School
null
32.955352
Suburban
Basic
null
10
null
2
2024-02-03 15:21:39.206847
Good
Yes
Daily
House
1,526
30,151
44
Female
29,350
Married
3
PhD
Employed
22.996727
Suburban
Premium
2
19
591
1
2021-03-31 15:21:39.088124
Poor
No
Daily
Condo
1,671
30,152
57
Male
28,606
Single
0
Master's
Unemployed
21.686974
Urban
Comprehensive
1
2
804
6
2021-04-26 15:21:39.213373
Average
No
Rarely
Condo
1,728
30,153
45
Female
15,210
Divorced
3
PhD
null
31.937255
Suburban
Comprehensive
0
13
474
1
2019-12-13 15:21:39.134960
null
Yes
Monthly
House
25
30,154
null
Female
1,686
Single
2
PhD
null
22.553698
Urban
Premium
1
14
757
2
2019-09-27 15:21:39.259788
Poor
No
Monthly
Condo
667
30,155
29
Male
31,341
Married
2
Bachelor's
Employed
16.632146
Urban
Comprehensive
2
5
null
3
2021-05-09 15:21:39.155231
Good
Yes
Rarely
House
505
30,156
56
Male
null
Single
3
High School
Employed
4.126218
Urban
Premium
3
1
705
9
2020-12-02 15:21:39.114118
null
No
Monthly
Apartment
3,262
30,157
62
Male
33,141
Married
2
Master's
Self-Employed
12.180744
Rural
Comprehensive
2
1
731
6
2023-01-17 15:21:39.223901
Poor
No
Daily
Apartment
1,054
30,158
23
Male
1,360
Divorced
null
Master's
null
null
Urban
Basic
null
0
657
4
2022-06-24 15:21:39.237118
Poor
No
Weekly
House
2,612
30,159
31
Female
23,188
Single
3
High School
Unemployed
38.979214
Urban
Premium
null
14
705
1
2022-10-04 15:21:39.253660
Good
No
Rarely
Condo
1,597
30,160
43
Female
40,516
Divorced
1
PhD
null
47.93983
Suburban
Basic
null
19
597
8
2021-09-22 15:21:39.222387
Good
No
Weekly
Apartment
979
30,161
26
Female
54,909
Single
1
High School
Employed
33.441415
Suburban
Premium
null
12
405
6
2019-12-07 15:21:39.281787
Poor
No
Daily
House
2,854
30,162
43
Female
3,837
Divorced
0
Master's
Self-Employed
34.681605
Suburban
Premium
2
13
753
9
2022-09-19 15:21:39.149731
Average
No
Monthly
Apartment
721
30,163
36
Male
16,078
Divorced
4
PhD
Employed
14.244416
Rural
Basic
null
9
616
4
2021-08-12 15:21:39.230483
Good
Yes
Rarely
House
2,436
30,164
23
Male
73,985
Single
3
PhD
null
42.632609
Urban
Basic
2
1
755
1
2020-07-29 15:21:39.274993
Poor
Yes
Weekly
House
3,067
30,165
49
Male
21,636
Divorced
4
Master's
Employed
21.872154
Suburban
Premium
null
13
591
8
2021-11-30 15:21:39.223901
Average
No
Monthly
Condo
828
30,166
19
Male
72,279
Married
3
Bachelor's
Self-Employed
11.648727
Suburban
Basic
1
14
354
3
2024-05-01 15:21:39.246098
Good
Yes
Monthly
House
928
30,167
34
Male
20,275
Married
0
Bachelor's
null
30.387786
Suburban
Premium
0
1
441
7
2020-09-25 15:21:39.274993
Average
Yes
Weekly
House
459
30,168
46
Female
3,160
null
2
High School
Employed
6.934681
Rural
Premium
1
16
387
9
2023-07-26 15:21:39.280784
Average
No
Rarely
Condo
1,302
30,169
null
Female
9,086
Single
4
Bachelor's
Unemployed
9.868454
Rural
Premium
null
8
473
8
2021-04-01 15:21:39.082499
Good
No
Weekly
Apartment
715
30,170
18
Female
38,102
Divorced
2
High School
Employed
45.948214
Rural
Premium
null
15
785
6
2022-10-31 15:21:39.223901
Good
No
Monthly
House
411
30,171
54
Female
7,092
Married
3
High School
null
17.352877
Urban
Basic
2
18
804
4
2020-10-09 15:21:39.202448
Poor
Yes
Rarely
House
541
30,172
39
Male
18,493
Married
1
Bachelor's
null
14.161041
Urban
Comprehensive
1
15
472
3
2021-06-04 15:21:39.134960
Good
No
Monthly
House
1,239
30,173
19
Male
16,649
Divorced
0
Bachelor's
Self-Employed
19.503835
Suburban
Basic
1
16
831
6
2020-03-06 15:21:39.281787
Poor
Yes
Monthly
House
1,171
30,174
63
Female
1,447
Married
1
Master's
null
null
Suburban
Premium
0
6
492
4
2024-08-12 15:21:39.187211
Good
No
Daily
Apartment
1,247
30,175
42
Male
null
Single
null
Bachelor's
null
26.045979
Suburban
Premium
1
1
603
6
2022-11-13 15:21:39.214388
Good
No
Weekly
Condo
291
30,176
61
Female
20,670
Divorced
2
Master's
null
27.272567
Suburban
Basic
null
14
565
3
2022-04-06 15:21:39.134960
Average
Yes
Monthly
Condo
124
30,177
31
Female
2,316
Divorced
0
PhD
Employed
13.96426
Urban
Basic
1
7
481
7
2019-11-10 15:21:39.261856
Poor
No
Monthly
Apartment
1,702
30,178
30
Male
13,878
Married
0
Bachelor's
Unemployed
5.09352
Rural
Basic
1
0
null
9
2020-10-28 15:21:39.099739
Good
No
Rarely
House
629
30,179
60
Female
7,857
Divorced
1
PhD
Unemployed
23.81679
Suburban
Basic
0
12
794
3
2022-02-24 15:21:39.086123
Good
No
Weekly
House
913
30,180
54
Female
16,459
Single
2
PhD
Employed
14.715379
Urban
Premium
2
2
738
1
2022-11-08 15:21:39.087123
Poor
No
Monthly
Condo
1,328
30,181
33
Female
2,710
Single
2
Master's
null
22.42547
Urban
Premium
1
14
502
7
2022-05-24 15:21:39.095696
Poor
No
Rarely
House
773
30,182
58
Female
20,639
Divorced
4
High School
null
31.281998
Urban
Comprehensive
null
14
719
2
2021-01-01 15:21:39.200452
Poor
No
Monthly
Apartment
654
30,183
52
Male
48,172
Divorced
1
PhD
null
12.009415
Suburban
Premium
0
9
486
7
2020-06-13 15:21:39.226954
null
Yes
Monthly
House
4,056
30,184
35
Male
4,366
Single
null
Bachelor's
Self-Employed
24.987624
Suburban
Basic
0
10
502
6
2021-10-19 15:21:39.079128
Poor
No
Weekly
Condo
688
30,185
29
Male
35,297
Divorced
0
Master's
Self-Employed
8.583389
Suburban
Basic
4
16
405
7
2021-12-26 15:21:39.151732
Good
No
Daily
Apartment
1,402
30,186
25
Female
7,991
Divorced
1
PhD
Employed
null
Suburban
Premium
0
15
699
5
2022-10-03 15:21:39.187211
Good
Yes
Rarely
House
740
30,187
27
Male
5,874
Married
4
Master's
Unemployed
36.329712
Urban
Basic
1
1
530
8
2021-05-24 15:21:39.192212
Poor
Yes
Weekly
Condo
33
30,188
36
Male
28,919
null
3
Master's
null
23.788825
Urban
Premium
null
17
679
8
2024-02-14 15:21:39.265513
Good
Yes
Weekly
Condo
1,004
30,189
43
Male
25,235
Married
2
Bachelor's
Self-Employed
21.724364
Urban
Premium
0
5
null
5
2022-10-28 15:21:39.211806
Good
Yes
Rarely
House
1,046
30,190
38
Male
935
Married
4
PhD
null
35.391836
Urban
Basic
null
6
413
2
2022-08-08 15:21:39.223901
Good
Yes
Monthly
House
1,240
30,191
31
Female
17,091
Divorced
1
Master's
Self-Employed
40.33369
Rural
Basic
0
12
669
3
2024-08-01 15:21:39.152732
Poor
Yes
Monthly
Apartment
946
30,192
25
Male
24,446
Single
0
High School
null
26.251244
Suburban
Comprehensive
null
2
842
8
2023-06-11 15:21:39.176717
Poor
Yes
Daily
Apartment
1,278
30,193
38
Female
28,831
Married
3
Bachelor's
Employed
25.308318
Rural
Comprehensive
0
17
312
9
2024-06-26 15:21:39.215386
Good
No
Weekly
House
1,233
30,194
51
Male
35,754
Divorced
3
Master's
Employed
49.451483
Suburban
Comprehensive
0
15
813
3
2020-07-22 15:21:39.155231
Good
Yes
Rarely
House
1,479
30,195
26
Female
10,131
Single
0
PhD
Employed
51.977244
Suburban
Basic
null
14
821
4
2019-11-11 15:21:39.107553
Good
No
Daily
Condo
1,348
30,196
38
Female
81,294
Married
0
PhD
Employed
12.18456
Rural
Premium
null
13
498
8
2019-10-10 15:21:39.164044
null
No
Rarely
Apartment
549
30,197
32
Female
9,092
Married
0
Master's
null
26.672315
Suburban
Basic
0
3
728
9
2021-10-24 15:21:39.092127
Poor
Yes
Daily
Apartment
733
30,198
36
Female
27,194
Divorced
2
Bachelor's
Unemployed
23.77147
Suburban
Premium
null
11
391
1
2023-04-05 15:21:39.147735
Good
No
Monthly
Apartment
975
30,199
55
Male
17,991
Single
null
Bachelor's
Unemployed
34.939476
Urban
Basic
0
14
829
5
2023-11-24 15:21:39.155231
Poor
Yes
Rarely
Condo
1,405