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
1,181,100
29
Male
62,858
Single
4
Bachelor's
Self-Employed
20.361595
Urban
Premium
0
19
377
2
2022-08-31 15:21:39.187211
Good
No
Rarely
Condo
403
1,181,101
26
Male
68,727
Single
0
Bachelor's
null
null
Suburban
Basic
null
7
null
5
2023-09-18 15:21:39.201446
Average
No
Rarely
Apartment
40
1,181,102
30
Female
9,984
Single
0
Master's
Self-Employed
28.878278
Rural
Comprehensive
2
14
652
5
2022-08-18 15:21:39.134960
Poor
No
Rarely
Condo
841
1,181,103
33
Male
44,949
Married
1
PhD
Self-Employed
10.613714
Rural
Premium
null
11
617
7
2023-08-22 15:21:39.180553
Poor
Yes
Rarely
Condo
1,644
1,181,104
24
Male
81,183
Divorced
2
Master's
null
41.84831
Urban
Comprehensive
1
15
381
1
2023-02-06 15:21:39.172097
Average
Yes
Monthly
House
1,187
1,181,105
29
Male
44,632
Married
2
Master's
Self-Employed
3.964206
Suburban
Premium
null
10
null
2
2021-07-29 15:21:39.155231
Good
Yes
Weekly
Condo
596
1,181,106
61
Female
45,758
Divorced
null
PhD
Unemployed
13.908956
Urban
Premium
0
13
595
4
2020-02-17 15:21:39.215386
Good
No
Weekly
Condo
1,251
1,181,107
53
Female
26,881
Married
null
High School
Self-Employed
37.548511
Rural
Basic
0
19
null
7
2023-09-13 15:21:39.237118
Poor
No
Monthly
Condo
1,213
1,181,108
22
Male
23,434
Married
0
Master's
Self-Employed
21.182218
Suburban
Premium
null
0
630
4
2024-04-19 15:21:39.134960
Good
Yes
Monthly
House
1,136
1,181,109
29
Male
15,963
Married
null
Master's
Self-Employed
24.00163
Suburban
Basic
0
1
703
5
2021-08-06 15:21:39.185215
Good
Yes
Rarely
House
726
1,181,110
28
Male
25,776
Single
3
PhD
null
35.073247
Suburban
Comprehensive
4
16
null
7
2021-04-14 15:21:39.134960
Poor
No
Daily
Apartment
2,430
1,181,111
27
Male
86,848
Single
3
PhD
null
21.638313
Suburban
Comprehensive
null
18
302
8
2020-08-15 15:21:39.279729
Poor
No
Daily
Apartment
3,236
1,181,112
52
Male
7,058
Single
3
Master's
null
12.33544
Suburban
Comprehensive
null
0
319
7
2022-12-14 15:21:39.177724
Good
Yes
Monthly
Condo
638
1,181,113
33
Male
142,494
Single
4
Master's
Unemployed
15.827083
Suburban
Basic
0
1
459
9
2023-02-28 15:21:39.149731
Average
No
Rarely
Condo
1,134
1,181,114
40
Male
91,535
Divorced
0
High School
Self-Employed
10.082623
Urban
Comprehensive
1
1
455
5
2021-04-04 15:21:39.155231
Good
Yes
Weekly
Condo
1,678
1,181,115
53
Male
48,734
Single
3
PhD
Self-Employed
30.943509
Urban
Premium
0
18
379
6
2021-12-01 15:21:39.134960
Good
No
Daily
Condo
1,460
1,181,116
34
Male
5,855
Single
1
PhD
null
40.58185
Rural
Premium
null
13
577
1
2024-03-04 15:21:39.155231
Poor
No
Weekly
Condo
751
1,181,117
52
Female
20,223
Married
0
Master's
Self-Employed
49.756892
Urban
Premium
0
3
515
1
2020-05-26 15:21:39.143708
Good
No
Rarely
Apartment
1,129
1,181,118
27
Male
2,042
Divorced
0
High School
Employed
34.094231
Suburban
Premium
0
11
null
1
2023-09-05 15:21:39.250151
Poor
No
Rarely
Condo
300
1,181,119
22
Male
56,724
Single
null
PhD
Self-Employed
36.288416
Rural
Premium
1
5
438
6
2024-01-23 15:21:39.165120
Good
No
Daily
House
1,301
1,181,120
33
Male
2,778
Single
3
PhD
Self-Employed
6.947298
Urban
Premium
null
5
766
6
2020-06-20 15:21:39.097737
Average
Yes
Rarely
House
393
1,181,121
37
Female
9,130
Divorced
4
Bachelor's
null
44.829287
Suburban
Premium
null
11
429
2
2022-05-26 15:21:39.237118
Good
Yes
Weekly
House
1,992
1,181,122
31
Male
83,485
Married
0
Bachelor's
null
37.167897
Urban
Comprehensive
2
6
815
1
2021-06-22 15:21:39.134960
Average
Yes
Rarely
Apartment
171
1,181,123
34
Male
57,986
Married
1
High School
null
14.988819
Urban
Premium
null
18
375
2
2023-03-15 15:21:39.091080
Average
No
Daily
House
573
1,181,124
35
Female
22,646
Single
1
Bachelor's
Employed
27.148614
Suburban
Premium
0
9
652
2
2023-08-21 15:21:39.237118
Poor
No
Monthly
Condo
3,316
1,181,125
38
Male
5,947
Married
4
High School
Self-Employed
40.678751
Rural
Comprehensive
null
11
728
8
2024-02-10 15:21:39.233998
Average
Yes
Monthly
Condo
669
1,181,126
21
Female
21,288
Single
4
Master's
Unemployed
28.828157
Urban
Premium
2
0
591
3
2024-01-26 15:21:39.237118
Good
No
Weekly
Apartment
749
1,181,127
19
Male
51,320
Married
2
PhD
Employed
36.473892
Urban
Basic
null
17
434
1
2020-01-28 15:21:39.085129
Average
No
Weekly
Apartment
38
1,181,128
48
Male
10,911
Single
4
Master's
null
23.453082
Suburban
Premium
2
7
688
4
2021-04-12 15:21:39.269494
Good
No
Rarely
Condo
1,759
1,181,129
49
Male
1,982
Single
0
PhD
Unemployed
31.904652
Rural
Comprehensive
null
13
800
5
2023-04-01 15:21:39.102694
Average
No
Daily
Apartment
1,982
1,181,130
22
Male
70,411
Divorced
0
Master's
null
37.692468
Urban
Comprehensive
5
6
400
6
2020-07-28 15:21:39.206847
Poor
Yes
Daily
House
1,865
1,181,131
33
Female
95,949
Divorced
3
PhD
null
13.959269
Suburban
Comprehensive
0
2
573
8
2020-06-07 15:21:39.114118
Poor
No
Monthly
House
95
1,181,132
42
Female
12,972
Divorced
3
PhD
null
40.928286
Urban
Basic
0
4
847
1
2020-12-02 15:21:39.092127
Good
No
Monthly
Condo
816
1,181,133
24
Male
26,685
Divorced
1
PhD
Employed
25.544939
Rural
Basic
null
11
632
5
2023-12-08 15:21:39.155231
Poor
No
Weekly
House
624
1,181,134
44
Female
90,564
Married
4
PhD
Employed
37.17822
Suburban
Premium
1
9
649
8
2023-01-08 15:21:39.237118
Average
Yes
Weekly
Condo
110
1,181,135
52
Female
106,859
Single
3
Bachelor's
Self-Employed
50.290171
Suburban
Comprehensive
0
15
476
9
2020-12-03 15:21:39.246098
Average
Yes
Weekly
Apartment
1,407
1,181,136
53
Male
7,073
Single
3
Master's
Unemployed
11.282334
Rural
Basic
null
11
588
4
2022-01-19 15:21:39.134960
Good
Yes
Monthly
Apartment
171
1,181,137
47
Male
45,979
Divorced
null
Master's
Self-Employed
12.796856
Urban
Basic
0
2
826
5
2021-09-01 15:21:39.204790
Good
Yes
Monthly
House
1,728
1,181,138
27
Male
39,746
Married
4
High School
Self-Employed
12.41703
Rural
Comprehensive
2
8
673
3
2021-07-11 15:21:39.218388
Average
Yes
Daily
Condo
710
1,181,139
60
Female
18,081
Married
2
High School
Self-Employed
12.727812
Rural
Comprehensive
null
4
439
2
2021-01-10 15:21:39.167099
Poor
No
Rarely
Condo
476
1,181,140
29
Female
43,825
Single
null
Master's
null
19.459818
Urban
Premium
1
13
661
2
2021-07-23 15:21:39.176717
Poor
No
Rarely
Condo
1,179
1,181,141
63
Male
27,358
Single
0
Bachelor's
Self-Employed
21.636917
Suburban
Premium
null
1
515
5
2022-05-03 15:21:39.155231
Good
No
Rarely
House
1,269
1,181,142
31
Female
20,290
Divorced
2
High School
Employed
6.160987
Suburban
Premium
null
14
744
5
2024-02-11 15:21:39.155231
Average
Yes
Monthly
House
1,269
1,181,143
29
Female
47,877
Married
2
Master's
Unemployed
31.185438
Urban
Comprehensive
0
13
317
2
2020-01-14 15:21:39.237118
Good
Yes
Monthly
House
171
1,181,144
40
Male
35,153
Single
3
Master's
Employed
8.011351
Rural
Comprehensive
3
6
714
1
2019-11-26 15:21:39.079128
Poor
Yes
Monthly
House
1,709
1,181,145
53
Male
73,828
Divorced
3
PhD
Unemployed
36.644084
Rural
Basic
1
2
317
2
2021-12-24 15:21:39.236064
Poor
No
Rarely
Apartment
23
1,181,146
59
Female
6,972
Single
null
PhD
Employed
33.944284
Rural
Basic
2
16
613
9
2023-06-28 15:21:39.134960
Average
No
Daily
Apartment
1,073
1,181,147
56
Female
16,459
Married
2
Master's
Employed
30.015027
Rural
Comprehensive
null
0
617
4
2022-07-23 15:21:39.082499
Good
No
Rarely
House
498
1,181,148
27
Male
4,926
Divorced
2
Bachelor's
Employed
16.269064
Urban
Basic
0
5
591
7
2022-10-31 15:21:39.087123
Average
No
Monthly
Apartment
2,545
1,181,149
28
Female
null
Married
0
PhD
Self-Employed
16.638695
Suburban
Comprehensive
null
4
582
3
2020-12-18 15:21:39.175719
Good
No
Weekly
Condo
292
1,181,150
18
Male
1,267
Divorced
0
Master's
Unemployed
24.474918
Suburban
Basic
1
4
501
2
2023-07-11 15:21:39.134960
Poor
Yes
Daily
Condo
885
1,181,151
35
Male
1,077
Divorced
0
Bachelor's
Unemployed
47.24116
Rural
Premium
2
14
617
7
2023-01-03 15:21:39.247098
Average
No
Daily
Apartment
825
1,181,152
64
Male
28,983
Married
1
High School
Employed
16.828767
Urban
Premium
0
12
null
4
2021-03-12 15:21:39.276388
Average
Yes
Rarely
Condo
249
1,181,153
30
Male
16,237
Married
4
PhD
Self-Employed
14.509702
Rural
Basic
0
17
746
9
2023-07-30 15:21:39.134960
Poor
Yes
Monthly
House
1,076
1,181,154
28
Male
30,368
Single
3
Master's
Unemployed
30.193536
Rural
Comprehensive
0
17
767
2
2024-02-19 15:21:39.134960
Good
Yes
Rarely
House
1,620
1,181,155
22
Male
14,054
Divorced
4
Master's
Employed
32.244601
Rural
Comprehensive
3
15
773
1
2023-04-29 15:21:39.094752
Poor
Yes
Daily
Apartment
572
1,181,156
25
Male
80,596
Married
2
PhD
null
null
Rural
Premium
0
11
644
4
2021-08-10 15:21:39.204790
Poor
No
Rarely
Condo
37
1,181,157
null
Male
38,215
Married
1
PhD
Employed
34.99472
Rural
Premium
0
3
522
7
2020-04-01 15:21:39.096739
Good
Yes
Daily
Apartment
966
1,181,158
63
Female
717
Married
3
Bachelor's
null
6.959686
Suburban
Basic
0
1
784
5
2021-08-31 15:21:39.155231
Good
Yes
Rarely
Condo
2,104
1,181,159
18
Male
5,093
Single
4
High School
null
44.039045
Suburban
Basic
1
11
577
8
2020-09-11 15:21:39.166062
Average
Yes
Rarely
House
319
1,181,160
57
Male
9,149
Married
4
Master's
Self-Employed
17.710839
Suburban
Basic
1
5
436
4
2023-02-02 15:21:39.190215
Good
No
Rarely
House
676
1,181,161
58
Male
18,368
Married
0
Bachelor's
Self-Employed
30.18665
Rural
Basic
1
15
523
7
2020-02-28 15:21:39.180553
Poor
No
Rarely
Condo
1,324
1,181,162
29
Male
20,997
Married
3
PhD
Unemployed
23.827321
Suburban
Premium
1
3
null
6
2022-10-18 15:21:39.221386
Poor
No
Weekly
Condo
416
1,181,163
57
Male
18,084
Single
1
PhD
null
46.907305
Urban
Premium
null
2
767
5
2020-12-01 15:21:39.148733
Good
No
Rarely
House
461
1,181,164
40
Female
26,961
Single
0
Bachelor's
Employed
25.653908
Suburban
Premium
0
8
null
7
2022-07-31 15:21:39.167099
null
No
Weekly
Condo
959
1,181,165
40
Female
53,435
Married
4
PhD
Self-Employed
51.093727
Suburban
Comprehensive
1
2
512
4
2019-09-05 15:21:39.155231
Poor
Yes
Rarely
Apartment
533
1,181,166
51
Male
2,473
Single
3
PhD
Unemployed
47.065505
Rural
Basic
0
12
442
8
2019-09-02 15:21:39.194829
Good
Yes
Monthly
Condo
291
1,181,167
30
Male
34,389
Single
3
High School
Employed
28.232751
Suburban
Basic
null
19
617
2
2023-09-19 15:21:39.260856
null
Yes
Rarely
Condo
1,764
1,181,168
59
Female
638
Divorced
4
PhD
Employed
36.519855
Rural
Comprehensive
null
16
null
8
2021-04-19 15:21:39.191219
Good
Yes
Weekly
Apartment
52
1,181,169
41
Female
1,418
Married
2
High School
Self-Employed
null
Suburban
Basic
1
1
533
3
2022-06-01 15:21:39.081504
Good
Yes
Daily
House
1,161
1,181,170
54
Female
15,282
Divorced
3
PhD
Unemployed
24.722809
Urban
Basic
0
7
590
7
2022-11-28 15:21:39.285112
Poor
No
Daily
Apartment
964
1,181,171
29
Male
11,631
Single
2
Master's
null
25.276571
Rural
Premium
1
18
null
3
2023-01-03 15:21:39.106582
Good
Yes
Monthly
Condo
2,444
1,181,172
63
Male
67,841
Divorced
4
High School
null
null
Urban
Premium
null
2
485
1
2020-08-14 15:21:39.102694
Average
Yes
Daily
Apartment
805
1,181,173
39
Female
47,944
Married
4
High School
null
21.797963
Urban
Premium
null
13
null
9
2020-08-23 15:21:39.134960
Poor
Yes
Monthly
Condo
420
1,181,174
32
Female
17,131
Single
null
Master's
Employed
34.759151
Urban
Comprehensive
1
14
null
6
2021-08-03 15:21:39.259788
Average
No
Rarely
Apartment
498
1,181,175
63
Female
7,195
Divorced
1
High School
Unemployed
19.734277
Urban
Basic
0
10
642
3
2021-10-19 15:21:39.106582
Good
Yes
Weekly
House
2,660
1,181,176
33
Male
7,660
Single
0
Bachelor's
Unemployed
45.646576
Suburban
Premium
2
8
781
2
2021-11-12 15:21:39.198406
Poor
No
Daily
Condo
1,325
1,181,177
49
Male
11,920
Divorced
4
Bachelor's
Self-Employed
38.939394
Urban
Basic
0
4
767
2
2020-12-17 15:21:39.273454
Poor
Yes
Daily
Condo
952
1,181,178
53
Female
1,039
Divorced
1
Master's
Unemployed
26.896777
Rural
Premium
3
15
null
1
2023-01-11 15:21:39.279729
Poor
Yes
Rarely
House
943
1,181,179
23
Female
15,981
Married
2
Bachelor's
null
32.034817
Urban
Comprehensive
null
11
658
3
2024-05-14 15:21:39.134960
Average
No
Weekly
House
1,784
1,181,180
25
Male
39,644
Divorced
3
Bachelor's
null
12.77384
Rural
Comprehensive
0
4
363
4
2020-06-30 15:21:39.086123
Poor
No
Monthly
Condo
1,706
1,181,181
30
Female
6,942
Divorced
3
Bachelor's
Self-Employed
32.813556
Suburban
Basic
2
2
648
4
2023-11-15 15:21:39.246098
Good
Yes
Daily
House
1,811
1,181,182
41
Male
435
Single
3
Master's
Unemployed
25.454308
Suburban
Basic
0
5
522
5
2020-12-09 15:21:39.230483
Good
No
Weekly
Apartment
435
1,181,183
30
Female
36,226
Single
3
High School
Self-Employed
14.638696
Rural
Comprehensive
2
10
739
8
2021-02-10 15:21:39.133866
Good
Yes
Rarely
House
819
1,181,184
36
Female
13,594
Single
1
PhD
Unemployed
9.985069
Suburban
Comprehensive
1
19
null
1
2021-02-05 15:21:39.246098
Average
Yes
Daily
House
705
1,181,185
31
Female
7,053
Married
0
PhD
null
null
Rural
Basic
1
7
636
7
2023-12-26 15:21:39.170099
Poor
No
Daily
Apartment
478
1,181,186
21
Female
14,747
Divorced
1
Master's
Self-Employed
19.591862
Rural
Premium
null
6
689
2
2020-09-03 15:21:39.180553
Poor
No
Daily
Condo
2,474
1,181,187
35
Male
11,040
Divorced
2
Bachelor's
null
21.09145
Urban
Comprehensive
1
18
null
1
2021-12-11 15:21:39.286113
Average
Yes
Daily
Condo
111
1,181,188
51
Male
18,382
Single
0
PhD
Unemployed
11.052914
Suburban
Basic
null
9
599
5
2023-04-22 15:21:39.091080
Average
Yes
Rarely
Condo
936
1,181,189
25
Male
28,587
Single
1
High School
Employed
41.272962
Suburban
Basic
2
18
612
5
2021-07-14 15:21:39.279729
Poor
Yes
Weekly
Apartment
358
1,181,190
53
Female
17,663
Single
1
PhD
Self-Employed
16.924633
Urban
Comprehensive
0
14
null
5
2020-10-03 15:21:39.248098
Poor
No
Monthly
Condo
3,278
1,181,191
27
Male
17,891
Married
1
Bachelor's
Employed
24.943506
Suburban
Basic
0
7
534
6
2020-09-23 15:21:39.236064
Average
Yes
Rarely
Condo
3,784
1,181,192
36
Male
4,816
Divorced
1
Bachelor's
null
null
Suburban
Comprehensive
0
11
690
3
2021-08-03 15:21:39.132191
Average
Yes
Rarely
Condo
2,248
1,181,193
18
Female
1,247
Married
1
High School
Self-Employed
39.245067
Rural
Comprehensive
0
15
472
5
2023-02-08 15:21:39.117183
Good
No
Rarely
Apartment
482
1,181,194
56
Male
16,863
Single
1
Master's
Employed
36.986461
Urban
Comprehensive
0
12
335
6
2021-12-23 15:21:39.148733
Poor
Yes
Weekly
House
548
1,181,195
22
Male
16,073
Divorced
1
PhD
Self-Employed
40.567232
Urban
Premium
1
3
659
8
2020-09-14 15:21:39.172097
Good
Yes
Rarely
Condo
3,062
1,181,196
42
Male
27,113
Divorced
0
High School
Self-Employed
45.547338
Urban
Basic
null
14
801
2
2023-04-05 15:21:39.202448
Good
Yes
Daily
Apartment
1,436
1,181,197
19
Female
15,189
Married
2
Master's
Unemployed
41.958584
Urban
Comprehensive
null
4
658
6
2020-12-16 15:21:39.235012
Average
No
Monthly
Apartment
2,559
1,181,198
31
Male
147,141
Divorced
0
Bachelor's
Self-Employed
53.061573
Suburban
Comprehensive
1
18
782
2
2020-12-05 15:21:39.121169
Good
Yes
Monthly
Apartment
55
1,181,199
48
Male
33,001
Single
0
PhD
Employed
31.381625
Rural
Basic
1
0
766
8
2024-08-04 15:21:39.111551
Good
No
Monthly
House
815