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
24,100
53
Male
2,567
Divorced
1
PhD
Self-Employed
33.290578
Rural
Basic
null
17
498
7
2020-04-02 15:21:39.172097
Average
No
Weekly
Apartment
48
24,101
51
Female
3,468
Married
0
Master's
Unemployed
26.652284
Urban
Comprehensive
null
8
564
3
2022-10-15 15:21:39.230483
Average
Yes
Daily
Condo
3,420
24,102
46
Female
35,314
Divorced
3
PhD
Employed
22.564262
Urban
Basic
1
7
783
3
2021-07-30 15:21:39.175719
Poor
No
Weekly
Apartment
619
24,103
60
Male
11,881
Divorced
0
Bachelor's
Self-Employed
18.816982
Rural
Premium
1
15
705
3
2021-12-16 15:21:39.155231
Poor
No
Weekly
House
552
24,104
60
Female
28,863
Married
3
Master's
Unemployed
null
Suburban
Premium
0
0
469
6
2023-01-18 15:21:39.251142
Poor
Yes
Monthly
Condo
1,718
24,105
56
Male
26,681
Divorced
1
Master's
Unemployed
29.352747
Suburban
Premium
0
18
554
5
2022-09-20 15:21:39.155231
Good
No
Weekly
Apartment
661
24,106
25
Female
null
Married
2
Bachelor's
null
28.147589
Suburban
Premium
0
16
null
9
2023-01-14 15:21:39.096739
Good
No
Weekly
Apartment
389
24,107
38
Female
28,897
Divorced
3
Master's
null
38.29136
Urban
Premium
1
15
836
3
2023-07-02 15:21:39.207847
Good
No
Daily
House
663
24,108
32
Female
19,831
Married
2
Master's
null
45.484775
Rural
Premium
2
1
819
8
2021-11-05 15:21:39.244069
Average
No
Rarely
Apartment
282
24,109
42
Male
27,797
Single
null
PhD
Unemployed
8.443986
Suburban
Basic
0
10
476
3
2024-02-06 15:21:39.155231
Poor
Yes
Monthly
House
103
24,110
63
Male
15,891
Single
2
High School
Employed
51.05229
Suburban
Basic
0
6
484
1
2023-09-08 15:21:39.155231
Good
Yes
Rarely
House
1,151
24,111
40
Male
8,506
Single
4
PhD
Employed
15.929245
Suburban
Premium
3
14
706
2
2021-01-29 15:21:39.280784
Good
No
Monthly
Apartment
832
24,112
57
Female
85,790
Divorced
4
Bachelor's
Unemployed
11.371352
Rural
Basic
null
11
668
4
2022-01-29 15:21:39.100695
Poor
No
Weekly
Condo
204
24,113
35
Female
82,420
Divorced
2
Master's
Self-Employed
13.076421
Suburban
Comprehensive
0
18
449
9
2022-09-02 15:21:39.237118
Good
No
Daily
House
1,708
24,114
57
Male
6,877
Divorced
1
PhD
Self-Employed
8.845656
Rural
Basic
1
16
524
5
2019-09-15 15:21:39.120168
Average
Yes
Monthly
Condo
1,329
24,115
51
Male
40,802
Married
3
High School
null
32.890854
Rural
Basic
null
10
575
8
2022-03-30 15:21:39.237118
Average
No
Daily
House
1,479
24,116
27
Female
39,693
Married
4
Bachelor's
Self-Employed
29.656853
Urban
Comprehensive
null
18
436
7
2024-01-22 15:21:39.108562
Poor
No
Monthly
Apartment
64
24,117
24
Male
658
Divorced
4
Bachelor's
Unemployed
16.897282
Rural
Basic
1
13
681
1
2021-03-22 15:21:39.276901
Good
No
Weekly
Condo
2,644
24,118
57
Female
14,991
Divorced
4
Bachelor's
Unemployed
20.836158
Suburban
Premium
1
12
746
4
2021-09-14 15:21:39.155231
Poor
No
Weekly
Condo
728
24,119
43
Male
1,411
Married
null
High School
Employed
21.944311
Rural
Comprehensive
1
7
null
4
2023-12-24 15:21:39.193945
null
Yes
Rarely
Apartment
744
24,120
56
Female
5,828
Married
1
Master's
null
37.788413
Suburban
Comprehensive
0
11
691
2
2020-07-15 15:21:39.134960
Poor
Yes
Weekly
House
1,605
24,121
50
Male
375
Single
1
High School
Self-Employed
37.48683
Rural
Basic
1
9
606
1
2021-07-30 15:21:39.175719
Good
No
Rarely
Condo
801
24,122
38
Male
18,297
Married
1
Bachelor's
Unemployed
21.534725
Suburban
Basic
null
3
790
9
2020-05-03 15:21:39.251142
Good
Yes
Weekly
Apartment
669
24,123
46
Female
43,750
Single
4
Master's
Employed
49.867249
Urban
Premium
1
6
677
3
2022-04-12 15:21:39.134960
Average
No
Daily
House
563
24,124
20
Female
20,882
Single
2
High School
null
12.547389
Rural
Comprehensive
2
6
516
6
2020-04-04 15:21:39.155231
Poor
No
Daily
Apartment
866
24,125
63
Female
114,628
Single
null
Master's
Unemployed
14.717568
Suburban
Basic
null
8
null
8
2019-11-16 15:21:39.091080
Poor
No
Weekly
Apartment
179
24,126
55
Female
3,546
Single
null
Master's
Unemployed
45.594791
Suburban
Comprehensive
4
9
824
1
2024-05-07 15:21:39.134960
Good
No
Daily
Apartment
2,434
24,127
57
Female
66,210
Married
2
Bachelor's
Unemployed
11.826893
Suburban
Comprehensive
1
3
306
4
2021-08-07 15:21:39.175719
Good
No
Weekly
House
769
24,128
37
Female
7,205
Single
1
PhD
null
11.919118
Rural
Comprehensive
1
8
748
5
2022-04-14 15:21:39.079128
Good
Yes
Daily
Apartment
2,135
24,129
52
Male
30,984
Divorced
0
Master's
Employed
15.926644
Suburban
Basic
1
7
645
1
2021-07-02 15:21:39.134960
Average
Yes
Weekly
House
726
24,130
53
Female
105,878
Single
4
Master's
Unemployed
21.139537
Urban
Basic
null
18
534
5
2019-08-30 15:21:39.147735
Good
Yes
Rarely
Apartment
2,439
24,131
21
Male
23,551
Single
1
PhD
null
38.827871
Suburban
Comprehensive
null
2
585
2
2024-07-28 15:21:39.218388
Poor
Yes
Weekly
Condo
1,339
24,132
25
Female
16,862
Married
2
Bachelor's
Self-Employed
14.028969
Rural
Premium
null
14
495
2
2019-10-06 15:21:39.206847
Average
Yes
Weekly
Condo
828
24,133
18
Female
58,859
Married
0
Bachelor's
Employed
44.734926
Urban
Comprehensive
0
1
454
4
2019-12-06 15:21:39.155231
Good
No
Rarely
House
1,341
24,134
22
Male
138,904
Married
3
Bachelor's
null
null
Urban
Premium
null
0
556
3
2024-02-13 15:21:39.265513
Good
Yes
Rarely
House
2,058
24,135
22
Female
18,297
Married
3
Master's
Self-Employed
19.290417
Rural
Comprehensive
1
0
705
5
2020-07-08 15:21:39.134960
Good
No
Monthly
Condo
537
24,136
51
Male
5,526
Divorced
4
PhD
null
11.874738
Suburban
Comprehensive
1
13
667
1
2020-05-14 15:21:39.265513
Average
Yes
Daily
Condo
463
24,137
31
Male
137,981
Divorced
4
Bachelor's
null
38.934209
Urban
Premium
2
17
null
1
2023-03-22 15:21:39.223390
Poor
No
Daily
Apartment
1,864
24,138
30
Female
17,891
Married
2
High School
Unemployed
16.83975
Urban
Basic
0
11
838
9
2020-01-28 15:21:39.094752
Average
Yes
Daily
House
1,954
24,139
27
Male
null
Divorced
1
Master's
null
51.24653
Suburban
Basic
null
15
null
4
2023-06-22 15:21:39.283783
Average
Yes
Daily
House
991
24,140
29
Male
131,677
Divorced
1
Bachelor's
Unemployed
41.550038
Urban
Premium
null
5
338
4
2020-03-13 15:21:39.218388
Good
Yes
Weekly
House
1,725
24,141
51
Female
33
Divorced
2
PhD
Unemployed
18.490418
Suburban
Comprehensive
null
9
547
5
2024-08-06 15:21:39.172097
Average
No
Rarely
Condo
1,199
24,142
63
Male
30,129
Single
3
Bachelor's
Unemployed
18.965663
Rural
Premium
null
19
null
1
2021-07-21 15:21:39.184157
Poor
No
Weekly
Apartment
1,643
24,143
43
Male
10,093
Married
4
PhD
null
40.282428
Rural
Basic
1
8
308
2
2021-06-06 15:21:39.218388
Average
Yes
Rarely
House
3,543
24,144
58
Female
19,314
Married
null
Bachelor's
Unemployed
19.623215
Urban
Premium
null
8
null
3
2022-06-22 15:21:39.146733
Average
No
Daily
Apartment
1,236
24,145
51
Female
15,892
Divorced
null
High School
Employed
null
Rural
Premium
null
4
686
8
2024-07-29 15:21:39.095696
Average
No
Rarely
Apartment
2,148
24,146
45
Male
39,087
Married
0
High School
Self-Employed
46.452358
Rural
Comprehensive
1
2
394
9
2024-08-14 15:21:39.167099
Good
Yes
Daily
Condo
651
24,147
61
Female
38,342
Married
4
Master's
Unemployed
10.640141
Urban
Comprehensive
0
19
621
3
2024-03-31 15:21:39.132191
Average
Yes
Weekly
Apartment
657
24,148
48
Female
16,478
Single
4
High School
null
28.838476
Rural
Comprehensive
null
17
807
4
2020-08-25 15:21:39.192212
Good
Yes
Monthly
Condo
834
24,149
60
Male
4,025
Divorced
0
High School
Self-Employed
33.582936
Suburban
Basic
1
12
471
9
2020-12-03 15:21:39.081504
Poor
No
Rarely
Apartment
1,055
24,150
20
Female
null
Divorced
0
PhD
Unemployed
21.581064
Rural
Basic
0
5
617
2
2019-08-25 15:21:39.087123
Average
Yes
Monthly
Apartment
31
24,151
54
Female
10,179
Married
3
Bachelor's
Employed
23.058414
Suburban
Comprehensive
null
5
821
4
2023-11-06 15:21:39.134960
Poor
Yes
Rarely
Apartment
933
24,152
40
Female
14,007
Single
0
PhD
null
8.53429
Urban
Premium
2
10
461
2
2022-01-17 15:21:39.209847
Good
Yes
Weekly
House
961
24,153
59
Female
27,709
Married
0
PhD
Self-Employed
38.583814
Rural
Premium
1
7
786
2
2023-09-16 15:21:39.226954
Poor
Yes
Monthly
Condo
934
24,154
25
Male
27,790
Single
0
Master's
Self-Employed
48.923532
Rural
Premium
0
16
768
6
2020-02-26 15:21:39.182597
Good
No
Rarely
Condo
1,734
24,155
26
Female
30,995
Married
2
Bachelor's
Unemployed
17.534607
Rural
Premium
1
16
404
2
2022-06-15 15:21:39.197445
Average
No
Daily
Condo
1,265
24,156
44
Male
15,034
Single
1
PhD
null
41.637429
Urban
Comprehensive
null
9
391
2
2020-12-01 15:21:39.180553
Good
Yes
Monthly
House
686
24,157
25
Female
3,278
Single
3
High School
Employed
21.481001
Urban
Comprehensive
1
5
667
3
2022-05-12 15:21:39.134960
Good
Yes
Monthly
Condo
230
24,158
64
Male
16,962
Single
4
High School
Unemployed
33.580041
Rural
Premium
2
14
null
1
2021-02-06 15:21:39.117183
Average
No
Monthly
Condo
360
24,159
55
Female
56,477
Single
2
PhD
null
23.965154
Rural
Premium
0
18
708
7
2023-02-06 15:21:39.134960
Poor
No
Weekly
Condo
71
24,160
28
Female
38,212
Single
1
PhD
Employed
47.479424
Suburban
Basic
null
4
541
5
2022-01-13 15:21:39.278402
Poor
No
Weekly
Condo
715
24,161
64
Male
34,686
Divorced
4
Bachelor's
Unemployed
22.585586
Urban
Basic
null
3
625
2
2023-10-29 15:21:39.134960
Average
Yes
Rarely
Condo
2,447
24,162
62
Male
86,844
Divorced
2
PhD
Self-Employed
20.668855
Suburban
Basic
1
10
397
5
2022-03-17 15:21:39.237118
Average
Yes
Rarely
Condo
2,051
24,163
45
Male
20,641
Married
4
Bachelor's
null
32.332024
Suburban
Basic
0
9
541
4
2021-07-22 15:21:39.155231
Average
Yes
Rarely
Condo
1,487
24,164
33
Male
17,495
Married
4
PhD
Unemployed
31.708864
Rural
Basic
0
13
756
5
2022-04-15 15:21:39.108562
Average
No
Rarely
Apartment
1,344
24,165
53
Male
17,553
Married
4
High School
null
22.818844
Suburban
Comprehensive
0
8
849
4
2023-02-23 15:21:39.118178
Poor
No
Monthly
Apartment
1,434
24,166
36
Female
18,820
Single
1
High School
Self-Employed
32.275958
Rural
Premium
2
2
842
9
2022-05-28 15:21:39.174719
Good
Yes
Weekly
Apartment
188
24,167
38
Female
16,077
Divorced
2
PhD
Employed
45.71567
Rural
Comprehensive
null
17
661
2
2021-01-13 15:21:39.134960
Good
Yes
Daily
Condo
535
24,168
49
Male
34,307
Divorced
3
High School
Unemployed
24.552508
Suburban
Premium
1
13
790
6
2020-01-10 15:21:39.174719
Average
Yes
Monthly
House
22
24,169
22
Female
28,886
Married
1
Master's
Unemployed
40.27048
Suburban
Basic
null
10
425
9
2020-05-09 15:21:39.124659
Poor
Yes
Rarely
Apartment
548
24,170
59
Male
624
Single
2
Bachelor's
Employed
20.812711
Suburban
Comprehensive
null
17
513
3
2022-07-28 15:21:39.134960
Poor
No
Daily
Apartment
133
24,171
29
Female
54,541
Married
2
Master's
null
32.838199
Suburban
Premium
1
11
462
9
2023-06-29 15:21:39.274993
Good
Yes
Rarely
Condo
1,946
24,172
57
Female
1,136
Divorced
1
Bachelor's
Unemployed
39.454409
Rural
Basic
2
11
565
6
2024-07-05 15:21:39.186212
Good
No
Monthly
Condo
596
24,173
18
Female
35,200
Single
0
Master's
Employed
5.242935
Rural
Basic
0
1
805
6
2022-06-04 15:21:39.131192
Poor
Yes
Daily
Apartment
469
24,174
27
Male
26,776
Married
3
Master's
Unemployed
33.602801
Rural
Premium
1
8
null
6
2022-10-31 15:21:39.155231
Average
No
Weekly
Condo
923
24,175
30
Male
20,158
Married
4
Master's
null
22.389527
Urban
Premium
null
6
426
3
2021-06-16 15:21:39.256696
Good
No
Weekly
House
1,247
24,176
61
Male
17,991
Divorced
3
Master's
Unemployed
9.231748
Urban
Premium
0
3
635
3
2022-06-30 15:21:39.191219
Average
No
Daily
Apartment
803
24,177
28
Female
516
Single
4
PhD
Employed
27.956467
Rural
Comprehensive
0
13
772
5
2022-10-08 15:21:39.125660
Good
No
Daily
Condo
2,256
24,178
45
Male
45,953
Single
0
Master's
Unemployed
41.919402
Urban
Premium
null
15
692
9
2022-03-15 15:21:39.124659
Poor
Yes
Rarely
Apartment
713
24,179
37
Male
16,789
Single
3
Bachelor's
Self-Employed
18.966304
Suburban
Basic
0
6
330
4
2023-08-15 15:21:39.276901
Good
Yes
Weekly
Apartment
4,789
24,180
20
Female
145,966
Married
4
High School
Employed
36.606341
Rural
Comprehensive
3
15
589
3
2022-08-28 15:21:39.277975
Good
Yes
Weekly
Condo
2,768
24,181
20
Male
1,074
Single
1
Master's
null
23.366601
Rural
Basic
0
16
421
8
2023-11-21 15:21:39.171102
Average
No
Weekly
House
145
24,182
33
Female
29,098
Single
null
PhD
null
25.716926
Rural
Comprehensive
null
6
600
1
2024-08-06 15:21:39.282785
Good
No
Weekly
Condo
2,984
24,183
29
Female
1,781
Married
0
PhD
null
17.99386
Suburban
Basic
0
8
788
4
2020-03-02 15:21:39.147735
Good
Yes
Rarely
Apartment
3,870
24,184
27
Male
44,275
Divorced
4
Master's
null
43.259902
Suburban
Basic
1
3
489
4
2021-12-12 15:21:39.124659
null
No
Rarely
Condo
685
24,185
22
Female
52,898
Divorced
3
PhD
Unemployed
9.240558
Rural
Premium
0
12
398
5
2022-06-21 15:21:39.079128
Good
No
Daily
House
2,793
24,186
31
Female
14,863
Married
0
Master's
null
14.580143
Rural
Premium
0
16
607
6
2024-07-25 15:21:39.274993
Good
Yes
Weekly
House
661
24,187
46
Male
5,920
null
null
Master's
null
7.925937
Urban
Comprehensive
null
15
569
7
2024-05-30 15:21:39.155231
Average
Yes
Rarely
House
882
24,188
51
Female
725
Divorced
0
Bachelor's
Unemployed
48.896465
Rural
Premium
1
0
818
4
2020-03-01 15:21:39.253660
Average
Yes
Weekly
Apartment
2,197
24,189
46
Male
18,098
Married
4
PhD
Unemployed
39.024634
Rural
Premium
1
11
834
8
2019-10-27 15:21:39.092127
Good
Yes
Weekly
House
1,545
24,190
25
Male
65,498
Single
4
PhD
Self-Employed
null
Rural
Comprehensive
1
19
480
2
2021-08-31 15:21:39.128175
Good
Yes
Monthly
Condo
3,401
24,191
19
Female
67,738
Married
3
High School
Self-Employed
32.836508
Urban
Premium
null
0
622
8
2020-06-16 15:21:39.274993
Poor
Yes
Rarely
Apartment
111
24,192
46
Male
1,184
Divorced
4
PhD
Self-Employed
32.715575
Suburban
Premium
3
14
525
2
2021-06-27 15:21:39.118178
Average
No
Rarely
Condo
20
24,193
60
Male
29,054
Married
null
High School
Self-Employed
24.571189
Suburban
Comprehensive
null
14
null
9
2022-08-12 15:21:39.264504
null
No
Monthly
Apartment
914
24,194
43
Male
61,682
Married
4
High School
Employed
15.052912
Rural
Premium
null
10
492
4
2022-06-06 15:21:39.155231
null
Yes
Daily
Apartment
1,303
24,195
21
Female
120,429
Single
4
High School
null
null
Rural
Basic
0
9
777
2
2023-06-27 15:21:39.289099
Good
No
Weekly
Condo
3,450
24,196
38
Male
2,353
Divorced
0
Bachelor's
Employed
42.03847
Urban
Premium
null
6
466
7
2024-07-20 15:21:39.289099
Poor
No
Monthly
House
963
24,197
18
Female
36,272
Single
3
Master's
Self-Employed
23.356595
Suburban
Premium
null
7
684
5
2023-08-20 15:21:39.226954
Poor
Yes
Daily
Condo
1,709
24,198
40
Female
30,368
Divorced
4
Bachelor's
null
30.246063
Urban
Premium
null
5
463
1
2020-01-03 15:21:39.134960
Good
Yes
Weekly
House
823
24,199
46
Female
57,723
Single
2
Bachelor's
Self-Employed
50.82341
Rural
Premium
0
6
586
7
2019-12-19 15:21:39.259788
Poor
Yes
Monthly
House
1,653