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
1,164,100
28
Female
56,985
Divorced
null
Master's
Employed
40.892729
Rural
Basic
1
17
349
9
2024-06-30 15:21:39.288099
Average
Yes
Rarely
House
1,055
1,164,101
19
Male
36,390
Married
2
Bachelor's
Employed
39.939076
Urban
Basic
2
3
738
7
2022-07-10 15:21:39.134960
Good
No
Weekly
Apartment
939
1,164,102
30
Male
4,878
Married
null
PhD
null
47.588849
Rural
Comprehensive
1
18
792
2
2021-03-29 15:21:39.224915
Good
No
Rarely
Condo
3,039
1,164,103
63
Female
3,441
Married
2
PhD
Employed
17.686634
Urban
Basic
null
17
554
4
2020-02-16 15:21:39.172097
Average
No
Daily
House
273
1,164,104
34
Female
10,157
Divorced
0
Master's
Employed
7.965016
Suburban
Premium
1
1
573
1
2019-09-23 15:21:39.148733
Average
No
Daily
Apartment
446
1,164,105
56
Male
27,354
Divorced
null
PhD
Employed
24.484702
Rural
Comprehensive
2
16
504
9
2021-04-19 15:21:39.237118
Poor
Yes
Rarely
Condo
614
1,164,106
47
Male
22,776
Married
2
High School
Self-Employed
33.580041
Suburban
Basic
0
9
764
4
2021-02-05 15:21:39.155231
Poor
Yes
Daily
House
360
1,164,107
53
Male
3,817
Divorced
null
High School
Self-Employed
8.127934
Urban
Premium
2
5
null
6
2022-06-13 15:21:39.178918
Average
No
Rarely
Condo
952
1,164,108
33
Female
8,069
Married
2
Bachelor's
Self-Employed
19.891708
Suburban
Basic
null
10
749
7
2022-08-04 15:21:39.084065
Poor
Yes
Rarely
Condo
1,229
1,164,109
60
Female
28,509
Divorced
null
High School
null
16.651376
Suburban
Basic
0
2
717
7
2019-08-24 15:21:39.285112
Average
No
Rarely
Apartment
1,807
1,164,110
26
Female
8,175
null
null
High School
Employed
22.484207
Urban
Comprehensive
null
10
594
1
2019-09-07 15:21:39.171102
Average
No
Daily
House
1,068
1,164,111
32
Male
17,963
Divorced
0
Master's
Employed
26.786844
Suburban
Basic
1
9
515
3
2019-09-25 15:21:39.115178
Poor
No
Monthly
House
391
1,164,112
null
Male
56,711
Divorced
3
High School
Self-Employed
17.441482
Suburban
Premium
1
3
446
3
2019-09-23 15:21:39.222387
Poor
Yes
Daily
Condo
2,782
1,164,113
40
Male
36,984
Married
1
PhD
null
22.944448
Rural
Premium
1
9
null
9
2022-01-21 15:21:39.254678
Average
No
Rarely
Apartment
2,409
1,164,114
27
Male
61,527
Married
null
Bachelor's
Employed
51.083772
Suburban
Comprehensive
3
11
356
9
2020-06-14 15:21:39.285112
Average
Yes
Daily
House
1,382
1,164,115
47
Male
28,572
Married
3
PhD
Unemployed
45.985731
Urban
Premium
1
18
642
3
2021-09-09 15:21:39.237118
Poor
Yes
Weekly
Apartment
964
1,164,116
48
Male
60,400
Married
3
Bachelor's
Self-Employed
17.231626
Suburban
Comprehensive
1
16
467
6
2021-08-03 15:21:39.211806
null
Yes
Weekly
House
2,344
1,164,117
49
Male
15,963
Married
0
High School
Self-Employed
42.410861
Rural
Premium
0
11
null
4
2022-12-01 15:21:39.155231
Poor
No
Daily
Condo
977
1,164,118
38
Female
58,036
Single
0
Master's
Self-Employed
43.235932
Urban
Premium
2
11
340
4
2024-06-10 15:21:39.088124
Good
No
Daily
House
534
1,164,119
32
Female
8,072
Divorced
3
Master's
null
13.922796
Urban
Basic
null
16
511
2
2020-07-21 15:21:39.194829
Poor
No
Monthly
House
668
1,164,120
47
Female
null
Married
3
Master's
null
18.790529
Suburban
Comprehensive
null
2
398
3
2021-03-27 15:21:39.285112
Average
Yes
Monthly
Apartment
307
1,164,121
27
Male
26,254
Single
1
Bachelor's
Employed
29.850021
Rural
Premium
null
11
756
4
2023-07-08 15:21:39.124659
null
Yes
Monthly
Apartment
1,069
1,164,122
53
Male
5,824
Divorced
2
Master's
Employed
18.624333
Urban
Basic
2
18
672
3
2024-04-03 15:21:39.155231
Poor
No
Daily
House
1,290
1,164,123
41
Male
1,918
Single
2
High School
Unemployed
21.348626
Suburban
Premium
2
1
451
8
2022-05-24 15:21:39.152732
Average
No
Monthly
Apartment
2,144
1,164,124
29
Male
29,091
Married
0
Bachelor's
Employed
10.933761
Suburban
Basic
2
0
689
7
2023-04-22 15:21:39.134960
Average
No
Rarely
Apartment
1,513
1,164,125
48
Male
18,087
Divorced
1
PhD
null
3.48351
Urban
Premium
0
8
null
2
2021-03-03 15:21:39.134960
Good
No
Monthly
House
1,145
1,164,126
32
Female
12,097
Divorced
3
PhD
Unemployed
36.785655
Suburban
Comprehensive
0
14
708
6
2021-06-19 15:21:39.197445
Poor
Yes
Weekly
Apartment
1,746
1,164,127
29
Female
null
Divorced
2
High School
Unemployed
45.062344
Suburban
Basic
1
14
529
7
2021-11-17 15:21:39.172097
Poor
Yes
Daily
Apartment
317
1,164,128
33
Male
55,721
Divorced
4
High School
Self-Employed
24.7541
Suburban
Basic
1
15
497
3
2023-12-23 15:21:39.147735
Average
Yes
Rarely
House
2,266
1,164,129
46
Male
22,634
Married
2
Master's
null
23.474144
Rural
Basic
0
7
514
5
2023-07-24 15:21:39.088124
Good
Yes
Daily
Condo
552
1,164,130
26
Male
56,516
Divorced
3
Master's
Self-Employed
41.039097
Rural
Basic
0
12
424
1
2020-02-01 15:21:39.215386
Good
No
Weekly
House
112
1,164,131
21
Male
37,899
Divorced
1
Master's
Employed
10.926775
Urban
Comprehensive
0
5
771
6
2023-07-11 15:21:39.272456
Average
No
Weekly
Condo
712
1,164,132
41
Female
14,961
Married
1
Master's
null
21.584565
Suburban
Comprehensive
null
14
703
5
2020-05-04 15:21:39.155231
Poor
Yes
Rarely
Apartment
1,596
1,164,133
42
Male
24,861
Single
1
Master's
Employed
35.633609
Suburban
Comprehensive
0
2
734
8
2024-01-25 15:21:39.126661
Good
No
Daily
Condo
4,968
1,164,134
23
Male
42,516
Divorced
2
Master's
null
25.737269
Urban
Premium
1
6
null
4
2021-11-28 15:21:39.187211
Poor
Yes
Weekly
Apartment
135
1,164,135
59
Male
23,961
Single
1
Bachelor's
null
43.241975
Suburban
Premium
null
10
831
1
2024-04-25 15:21:39.219432
Average
No
Rarely
Condo
391
1,164,136
54
Male
null
Divorced
2
Bachelor's
Employed
30.837392
Urban
Premium
null
6
832
7
2020-06-03 15:21:39.278402
Good
Yes
Weekly
Apartment
274
1,164,137
41
Male
18,238
Divorced
3
Master's
Unemployed
12.064015
Urban
Premium
null
2
792
8
2023-03-01 15:21:39.096739
Good
No
Daily
Apartment
583
1,164,138
30
Male
45,928
Single
0
PhD
Self-Employed
14.440098
Rural
Premium
null
15
738
7
2021-10-03 15:21:39.194829
Average
Yes
Weekly
House
2,431
1,164,139
28
Male
6,973
Married
0
PhD
Employed
25.859587
Urban
Premium
2
19
695
5
2022-06-11 15:21:39.081504
Poor
Yes
Daily
House
822
1,164,140
55
Female
16,221
Single
4
PhD
Self-Employed
28.52705
Urban
Comprehensive
null
19
484
1
2022-05-05 15:21:39.281787
Good
No
Rarely
Condo
519
1,164,141
46
Female
18,077
Divorced
3
Bachelor's
Self-Employed
49.827281
Rural
Basic
1
19
746
4
2023-10-06 15:21:39.289099
Average
No
Monthly
House
515
1,164,142
55
Male
6,862
Married
2
PhD
Self-Employed
31.924606
Suburban
Comprehensive
2
9
null
9
2022-03-31 15:21:39.268507
Poor
No
Daily
Apartment
640
1,164,143
24
Female
10,679
Married
0
Bachelor's
null
17.517312
Rural
Premium
null
11
424
1
2021-08-17 15:21:39.125660
Average
No
Weekly
House
761
1,164,144
51
Male
43,976
Single
2
High School
Employed
27.692694
Urban
Basic
1
18
null
2
2021-06-30 15:21:39.185215
Average
Yes
Rarely
Apartment
2,176
1,164,145
58
Female
35,520
Married
2
Master's
Unemployed
23.93375
Urban
Comprehensive
2
8
642
8
2022-08-29 15:21:39.254678
Average
Yes
Monthly
House
1,398
1,164,146
27
Female
23,713
Divorced
2
Master's
Employed
4.992399
Suburban
Basic
1
13
335
1
2020-05-21 15:21:39.134960
Good
No
Monthly
Condo
948
1,164,147
24
Female
4,437
Divorced
4
High School
Self-Employed
null
Suburban
Comprehensive
null
4
783
8
2024-03-30 15:21:39.194829
Poor
No
Weekly
Apartment
468
1,164,148
55
Male
11,911
Married
0
PhD
Self-Employed
48.091156
Urban
Comprehensive
0
12
552
5
2020-03-04 15:21:39.087123
Good
Yes
Weekly
House
2,090
1,164,149
23
Male
9,071
Single
4
Master's
Unemployed
17.517434
Urban
Comprehensive
1
17
null
9
2023-02-13 15:21:39.105192
Good
No
Weekly
Condo
951
1,164,150
44
Female
8,799
null
3
Master's
Unemployed
38.81889
Urban
Premium
0
14
745
2
2021-11-22 15:21:39.102694
Good
Yes
Daily
Apartment
87
1,164,151
30
Male
82,515
Single
1
High School
Employed
21.511845
Suburban
Premium
3
15
397
9
2023-03-20 15:21:39.106582
Average
Yes
Rarely
House
2,222
1,164,152
29
Male
11,072
Married
2
Master's
Unemployed
18.652728
Suburban
Premium
2
0
518
6
2020-05-18 15:21:39.191219
Good
No
Rarely
Apartment
36
1,164,153
37
Male
3,925
Single
4
PhD
null
27.951418
Urban
Comprehensive
2
13
326
4
2022-07-24 15:21:39.261856
Poor
Yes
Monthly
House
1,209
1,164,154
28
Female
35,475
Divorced
0
PhD
Employed
30.836115
Rural
Premium
null
9
492
3
2024-03-21 15:21:39.279729
Good
No
Monthly
Condo
676
1,164,155
23
Male
34,190
Married
3
Master's
null
21.824452
Suburban
Basic
1
3
722
7
2024-06-17 15:21:39.265513
Good
No
Monthly
Condo
582
1,164,156
31
Female
83,848
Divorced
4
Master's
Unemployed
19.29287
Suburban
Comprehensive
2
18
522
7
2020-08-12 15:21:39.134960
null
No
Daily
Condo
1,921
1,164,157
null
Male
69,532
Married
0
PhD
Employed
16.868827
Urban
Comprehensive
3
16
519
8
2020-09-01 15:21:39.271453
Average
Yes
Weekly
Condo
421
1,164,158
55
Female
29,685
Divorced
0
Bachelor's
Self-Employed
51.602442
Rural
Basic
2
4
null
3
2021-04-27 15:21:39.155231
Average
No
Monthly
Apartment
590
1,164,159
33
Male
35,706
Married
null
Master's
Self-Employed
26.738759
Suburban
Premium
0
15
743
8
2022-07-26 15:21:39.222387
Poor
No
Rarely
House
1,183
1,164,160
25
Female
17,079
Divorced
3
High School
Self-Employed
33.590018
Urban
Premium
1
16
706
8
2022-05-26 15:21:39.134960
Average
No
Monthly
Apartment
703
1,164,161
52
Female
null
Divorced
1
PhD
Unemployed
32.782229
Urban
Comprehensive
null
9
340
6
2023-01-23 15:21:39.155231
Poor
Yes
Weekly
Apartment
761
1,164,162
60
Female
17,347
Married
2
Bachelor's
null
44.372634
Urban
Comprehensive
0
13
769
1
2019-11-28 15:21:39.289099
Poor
Yes
Daily
Condo
738
1,164,163
23
Female
28,509
Married
3
Master's
Self-Employed
17.003742
Urban
Basic
0
6
381
2
2021-11-30 15:21:39.208842
Average
No
Rarely
Apartment
1,819
1,164,164
46
Female
53,985
Single
0
PhD
Self-Employed
null
Suburban
Basic
4
3
null
1
2024-05-14 15:21:39.176717
Poor
No
Weekly
Apartment
2,901
1,164,165
21
Male
50,948
Single
3
Bachelor's
Employed
18.066693
Urban
Comprehensive
0
1
426
5
2023-02-03 15:21:39.134960
Average
Yes
Monthly
Condo
546
1,164,166
45
Female
381
Divorced
3
High School
Self-Employed
9.944311
Urban
Premium
0
6
824
7
2020-09-12 15:21:39.134960
Good
Yes
Rarely
House
1,258
1,164,167
27
Female
5,769
Divorced
2
Bachelor's
Self-Employed
46.614621
Suburban
Premium
1
18
459
3
2020-02-25 15:21:39.173834
Average
Yes
Weekly
Apartment
669
1,164,168
49
Male
47,543
Married
null
Master's
Self-Employed
17.917287
Urban
Basic
1
11
360
1
2024-07-19 15:21:39.102694
Poor
No
Rarely
Condo
552
1,164,169
26
Male
18,077
Married
3
PhD
Employed
26.012079
Suburban
Comprehensive
0
19
710
2
2023-05-29 15:21:39.276901
Poor
No
Rarely
Condo
1,034
1,164,170
37
Male
6,095
Married
2
Bachelor's
Employed
18.092479
Rural
Basic
null
15
726
5
2020-02-11 15:21:39.134960
Poor
Yes
Rarely
House
709
1,164,171
55
Male
75,730
Divorced
0
High School
Unemployed
19.79053
Suburban
Basic
1
13
344
9
2019-08-17 15:21:39.154008
Good
Yes
Monthly
House
2,073
1,164,172
51
Female
62,767
Single
2
Bachelor's
null
11.722698
Urban
Basic
1
11
331
7
2024-01-11 15:21:39.200452
Average
No
Monthly
Apartment
40
1,164,173
34
Male
31,528
Single
2
High School
Employed
42.876334
Rural
Premium
1
10
465
9
2024-06-10 15:21:39.134960
Average
No
Weekly
House
4,038
1,164,174
22
Male
26,779
Single
null
Bachelor's
Self-Employed
24.148909
Rural
Comprehensive
null
15
null
1
2019-09-30 15:21:39.132191
Average
Yes
Daily
Apartment
524
1,164,175
51
Male
64,865
Single
2
Master's
Unemployed
29.18253
Urban
Comprehensive
1
15
626
1
2019-08-25 15:21:39.237118
Good
No
Daily
Apartment
2,054
1,164,176
38
Male
43,928
Married
1
Master's
Employed
29.183879
Suburban
Comprehensive
null
5
805
5
2020-12-21 15:21:39.081504
Good
No
Weekly
Condo
1,149
1,164,177
35
Female
116,503
Single
4
PhD
Unemployed
null
Suburban
Basic
null
12
758
5
2022-07-10 15:21:39.134960
Poor
No
Weekly
Apartment
1,878
1,164,178
54
Male
35,775
Married
1
Master's
Self-Employed
21.648381
Urban
Basic
0
0
793
9
2022-11-10 15:21:39.147735
Average
Yes
Rarely
Condo
1,160
1,164,179
55
Female
27,961
Single
4
Master's
Self-Employed
26.379947
Suburban
Basic
3
1
678
4
2020-04-04 15:21:39.233485
Good
No
Weekly
Condo
643
1,164,180
28
Male
61,628
Married
3
PhD
null
null
Suburban
Basic
1
10
null
7
2024-01-27 15:21:39.134960
Good
Yes
Rarely
Condo
2,391
1,164,181
22
Female
81,471
Single
0
Master's
Self-Employed
9.658856
Suburban
Basic
1
11
653
1
2020-04-22 15:21:39.249100
Average
Yes
Weekly
Apartment
397
1,164,182
43
Male
1,383
Single
0
High School
Employed
null
Rural
Premium
null
12
474
7
2022-04-07 15:21:39.282785
Average
Yes
Rarely
Condo
910
1,164,183
32
Male
9,699
Divorced
1
High School
Unemployed
50.558956
Rural
Basic
0
13
686
9
2023-08-02 15:21:39.155231
Average
Yes
Rarely
House
1,135
1,164,184
19
Male
122,989
Divorced
4
Bachelor's
Employed
16.734895
Rural
Premium
0
10
455
8
2020-01-05 15:21:39.223390
Good
Yes
Monthly
Apartment
567
1,164,185
18
Male
26,486
Single
3
Master's
null
34.922159
Rural
Basic
1
6
579
6
2024-01-12 15:21:39.290098
Average
Yes
Monthly
Condo
1,068
1,164,186
33
Male
36,711
Married
2
High School
Self-Employed
43.047825
Suburban
Basic
1
17
665
5
2021-03-10 15:21:39.097737
Poor
No
Rarely
Apartment
918
1,164,187
28
Male
3,160
Divorced
4
PhD
null
null
Urban
Comprehensive
null
14
767
5
2023-03-10 15:21:39.096739
Good
No
Monthly
House
622
1,164,188
22
Male
36,130
Married
0
Master's
Unemployed
5.72389
Urban
Comprehensive
0
3
677
7
2024-06-17 15:21:39.226954
Good
Yes
Weekly
Apartment
716
1,164,189
33
Female
39,076
Divorced
4
PhD
Employed
20.374422
Urban
Comprehensive
2
18
769
1
2019-11-04 15:21:39.192212
Good
No
Monthly
Condo
573
1,164,190
19
Male
58,972
Married
0
Bachelor's
Self-Employed
21.723684
Urban
Premium
null
16
779
5
2019-11-09 15:21:39.106582
Average
Yes
Weekly
Condo
3,464
1,164,191
62
Male
27,850
Single
4
PhD
Employed
15.873191
Rural
Basic
3
1
807
6
2023-07-26 15:21:39.276901
Average
Yes
Weekly
Apartment
940
1,164,192
28
Female
70,845
Single
0
Master's
Self-Employed
8.926647
Suburban
Premium
null
12
329
7
2023-04-04 15:21:39.155231
Average
No
Daily
Apartment
456
1,164,193
29
Female
107,664
null
2
PhD
Unemployed
37.832174
Suburban
Comprehensive
0
13
496
3
2023-06-26 15:21:39.176717
Poor
No
Weekly
House
2,250
1,164,194
32
Male
21,710
Married
0
Bachelor's
Unemployed
27.907738
Urban
Premium
1
11
705
4
2024-04-10 15:21:39.122134
Average
Yes
Weekly
Apartment
1,293
1,164,195
38
Male
18,558
Divorced
0
Bachelor's
Self-Employed
6.203954
Suburban
Premium
1
18
586
4
2020-08-23 15:21:39.117183
Poor
Yes
Monthly
Condo
1,244
1,164,196
19
Male
15,126
Divorced
2
Bachelor's
null
33.76415
Urban
Basic
1
9
828
2
2020-05-10 15:21:39.166062
Poor
No
Daily
Condo
2,369
1,164,197
43
Male
26,486
Married
4
High School
Unemployed
21.122911
Rural
Basic
1
3
837
1
2023-05-10 15:21:39.276901
Average
No
Rarely
Condo
177
1,164,198
55
Male
70,844
null
2
Bachelor's
Self-Employed
15.734738
Suburban
Comprehensive
null
2
409
2
2019-10-02 15:21:39.107553
Average
No
Monthly
House
2,828
1,164,199
34
Female
35,258
Single
3
Bachelor's
Unemployed
7.898291
Suburban
Premium
1
16
569
7
2024-05-26 15:21:39.081504
Average
No
Rarely
Apartment
516