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
1,173,100
54
Male
1,369
Single
4
Master's
Employed
14.596892
Urban
Premium
2
11
516
4
2022-06-26 15:21:39.224915
Poor
No
Weekly
Condo
1,221
1,173,101
36
Female
3,907
Single
1
PhD
null
27.906158
Suburban
Comprehensive
2
18
709
6
2024-04-16 15:21:39.155231
Average
Yes
Daily
Apartment
1,246
1,173,102
56
Female
1,049
Married
3
Master's
null
null
Rural
Basic
0
10
603
7
2024-05-13 15:21:39.250151
Average
Yes
Rarely
Apartment
685
1,173,103
59
Female
33,766
Single
0
PhD
null
4.913928
Urban
Basic
0
15
null
4
2022-10-14 15:21:39.237118
Good
No
Weekly
House
1,997
1,173,104
57
Female
27,862
Single
4
High School
null
34.577944
Rural
Basic
null
11
null
9
2024-04-20 15:21:39.270454
Poor
Yes
Weekly
Condo
2,341
1,173,105
36
Male
20,613
Married
null
Bachelor's
Employed
37.744775
Rural
Basic
0
14
619
5
2023-07-19 15:21:39.126661
Average
No
Rarely
Condo
609
1,173,106
28
Male
3,587
Married
4
Bachelor's
Self-Employed
18.766994
Urban
Basic
0
15
607
8
2020-08-01 15:21:39.237118
Good
No
Monthly
Condo
175
1,173,107
25
Female
38,216
Single
1
High School
null
32.858391
Rural
Premium
0
1
339
2
2019-11-30 15:21:39.276901
Poor
No
Daily
House
1,096
1,173,108
31
Female
38,963
Divorced
2
High School
null
50.017969
Urban
Premium
null
19
null
4
2021-07-18 15:21:39.164044
Average
Yes
Rarely
Condo
2,120
1,173,109
51
Female
26,204
Single
0
Bachelor's
Self-Employed
9.336434
Suburban
Comprehensive
5
11
662
6
2022-07-20 15:21:39.095696
Good
Yes
Monthly
Apartment
494
1,173,110
46
Male
18,795
Single
3
PhD
null
9.064713
Urban
Comprehensive
null
19
470
8
2022-12-29 15:21:39.289099
Good
Yes
Daily
House
1,519
1,173,111
41
Male
16,275
Single
1
Bachelor's
Employed
13.630814
Urban
Basic
1
4
597
9
2021-07-25 15:21:39.091080
Average
Yes
Rarely
Apartment
916
1,173,112
35
Female
39,139
Single
4
High School
Self-Employed
4.085726
Urban
Premium
3
9
659
1
2023-10-01 15:21:39.208842
Average
No
Weekly
Condo
1,377
1,173,113
30
Male
17,054
Divorced
2
PhD
Unemployed
41.617816
Urban
Comprehensive
null
9
629
6
2024-02-20 15:21:39.143708
Poor
Yes
Rarely
Condo
2,267
1,173,114
57
Male
17,307
Divorced
2
High School
Employed
18.167468
Rural
Comprehensive
null
0
759
9
2023-01-11 15:21:39.128286
Poor
No
Daily
Apartment
1,267
1,173,115
47
Male
18,095
Married
null
PhD
Self-Employed
30.977953
Suburban
Premium
null
7
null
3
2023-02-19 15:21:39.107553
Poor
Yes
Weekly
House
486
1,173,116
44
Male
27,172
Divorced
null
Bachelor's
null
42.973189
Suburban
Comprehensive
null
8
328
7
2020-02-05 15:21:39.113566
Poor
Yes
Monthly
House
917
1,173,117
21
Female
1,029
Divorced
3
Bachelor's
null
48.977229
Urban
Comprehensive
2
8
477
7
2020-06-17 15:21:39.122134
Average
No
Daily
Apartment
693
1,173,118
19
Female
3,572
Married
4
High School
Unemployed
40.056626
Rural
Comprehensive
2
6
644
1
2023-10-25 15:21:39.166062
Average
Yes
Rarely
Condo
1,797
1,173,119
47
Female
11,907
Married
4
High School
Unemployed
27.952925
Rural
Basic
0
17
693
9
2024-05-13 15:21:39.129190
Poor
No
Rarely
Apartment
474
1,173,120
39
Female
71,777
Single
4
High School
Self-Employed
12.108637
Urban
Premium
1
10
426
1
2022-07-14 15:21:39.285112
Average
No
Monthly
Condo
454
1,173,121
49
Male
4,738
Divorced
1
Master's
null
16.725828
Urban
Basic
null
1
483
3
2023-07-08 15:21:39.155231
Good
No
Rarely
Condo
834
1,173,122
50
Female
63,575
Single
1
High School
null
50.056515
Urban
Premium
1
8
621
2
2020-10-12 15:21:39.167099
Average
Yes
Daily
Apartment
110
1,173,123
25
Female
96,329
Married
2
PhD
Employed
23.771242
Rural
Basic
0
8
312
6
2022-09-22 15:21:39.128286
Good
Yes
Rarely
Apartment
1,665
1,173,124
25
Female
38,084
Single
0
Master's
null
37.592026
Urban
Basic
3
12
619
8
2024-06-14 15:21:39.080440
Average
No
Monthly
Condo
1,215
1,173,125
35
Female
null
Divorced
4
High School
Self-Employed
9.539198
Urban
Premium
2
5
438
3
2020-12-19 15:21:39.283783
Poor
No
Weekly
House
1,334
1,173,126
25
Female
14,085
Divorced
3
Master's
Employed
14.868228
Suburban
Premium
null
19
659
6
2021-05-28 15:21:39.251142
Poor
No
Rarely
House
1,258
1,173,127
29
Male
76,493
Divorced
null
High School
Unemployed
16.777621
Rural
Premium
0
16
425
3
2022-11-23 15:21:39.155231
Good
Yes
Daily
House
1,173
1,173,128
45
Male
76,793
Single
0
PhD
Self-Employed
7.698927
Suburban
Basic
2
4
739
3
2023-05-28 15:21:39.236064
Average
No
Weekly
Apartment
29
1,173,129
33
Male
100,722
Married
2
PhD
Unemployed
48.586746
Urban
Premium
0
8
417
8
2021-09-06 15:21:39.261856
Average
Yes
Monthly
House
568
1,173,130
50
Male
34,403
Single
3
High School
Employed
37.680029
Rural
Comprehensive
1
11
832
8
2023-06-16 15:21:39.182597
Average
Yes
Rarely
Condo
548
1,173,131
32
Male
5,634
Divorced
1
Master's
Unemployed
33.73439
Urban
Comprehensive
1
8
726
9
2020-03-13 15:21:39.122134
null
No
Weekly
Apartment
1,461
1,173,132
56
Male
15,228
Divorced
4
Bachelor's
Employed
14.827905
Suburban
Premium
0
17
623
3
2021-05-14 15:21:39.263607
Good
No
Daily
House
811
1,173,133
54
Male
25,894
Single
null
Bachelor's
null
15.838598
Suburban
Comprehensive
1
12
461
7
2022-03-19 15:21:39.184157
Good
Yes
Monthly
Condo
30
1,173,134
45
Female
36,097
Divorced
1
High School
Unemployed
20.255423
Urban
Comprehensive
1
10
801
6
2022-05-24 15:21:39.204201
Average
Yes
Weekly
House
1,335
1,173,135
null
Male
3,904
Single
4
PhD
null
25.676987
Urban
Comprehensive
1
11
555
1
2023-02-11 15:21:39.206847
Average
Yes
Daily
Condo
1,837
1,173,136
64
Male
2,533
Divorced
1
PhD
Employed
null
Urban
Premium
1
12
688
6
2021-12-11 15:21:39.237118
Poor
No
Daily
Apartment
468
1,173,137
58
Male
5,527
Single
3
Master's
null
24.724855
Urban
Premium
1
12
685
1
2024-01-21 15:21:39.134960
Good
No
Daily
Condo
963
1,173,138
56
Female
124,446
Single
4
High School
Self-Employed
34.935276
Urban
Comprehensive
null
13
426
6
2023-07-13 15:21:39.177724
Good
No
Rarely
House
1,447
1,173,139
52
Female
7,818
Married
2
High School
Self-Employed
20.744449
Urban
Comprehensive
null
18
808
8
2020-04-12 15:21:39.121169
Good
No
Weekly
House
463
1,173,140
60
Female
78,885
Married
4
High School
null
20.904339
Rural
Basic
null
7
309
6
2020-02-22 15:21:39.091080
Average
Yes
Rarely
Condo
704
1,173,141
27
Male
20,490
Single
null
PhD
Unemployed
13.176587
Suburban
Premium
1
17
829
4
2021-05-25 15:21:39.105504
Good
No
Weekly
House
1,453
1,173,142
35
Male
16,004
Divorced
3
PhD
Employed
15.898599
Urban
Comprehensive
null
7
478
4
2021-10-12 15:21:39.123711
null
Yes
Rarely
Condo
61
1,173,143
41
Female
4,564
Married
2
High School
Employed
25.12571
Urban
Basic
2
18
608
5
2024-04-24 15:21:39.175719
Good
No
Daily
Condo
875
1,173,144
40
Female
12,981
Single
2
Bachelor's
null
50.553414
Suburban
Premium
1
6
706
7
2024-07-31 15:21:39.155231
Poor
Yes
Rarely
Apartment
803
1,173,145
47
Female
25,247
Single
0
Bachelor's
Self-Employed
20.527758
Rural
Comprehensive
1
1
781
4
2024-04-07 15:21:39.134960
null
Yes
Weekly
Condo
955
1,173,146
27
Male
18,054
Married
3
High School
Employed
25.886989
Rural
Basic
1
2
null
5
2021-12-21 15:21:39.164044
Good
Yes
Weekly
Apartment
1,498
1,173,147
28
Male
33,005
Married
4
PhD
Self-Employed
31.77951
Urban
Comprehensive
0
14
716
1
2020-04-16 15:21:39.134960
Poor
Yes
Daily
Condo
991
1,173,148
34
Female
1,851
Married
0
PhD
Employed
36.85982
Urban
Premium
2
15
581
1
2023-04-08 15:21:39.282785
Average
Yes
Weekly
Condo
940
1,173,149
28
Female
2,077
Married
0
Bachelor's
Self-Employed
5.080172
Rural
Comprehensive
1
17
452
9
2022-01-16 15:21:39.276901
Average
No
Monthly
House
1,515
1,173,150
43
Female
88,379
Married
0
High School
null
18.917131
Suburban
Premium
0
8
537
8
2022-03-18 15:21:39.290098
Good
Yes
Monthly
House
59
1,173,151
35
Male
31,747
Divorced
2
Master's
Employed
27.286672
Suburban
Premium
2
5
642
8
2022-09-22 15:21:39.134960
Poor
No
Monthly
Apartment
729
1,173,152
53
Male
25,913
Married
4
Master's
Unemployed
24.892511
Suburban
Basic
1
4
713
6
2024-05-04 15:21:39.199447
Poor
Yes
Daily
House
203
1,173,153
19
Male
43,782
Single
2
High School
null
24.959102
Rural
Comprehensive
0
17
491
7
2023-11-22 15:21:39.255696
Good
Yes
Daily
Condo
507
1,173,154
33
Female
40,891
Divorced
3
Bachelor's
null
18.104842
Urban
Basic
1
13
784
8
2022-06-28 15:21:39.205850
Average
Yes
Weekly
Apartment
2,090
1,173,155
28
Female
8,982
Divorced
1
High School
null
33.514832
Urban
Premium
0
16
588
8
2022-01-04 15:21:39.134960
Poor
Yes
Weekly
Condo
542
1,173,156
20
Female
2,473
Divorced
3
Master's
Unemployed
null
Urban
Comprehensive
1
12
513
6
2020-07-09 15:21:39.197445
Poor
Yes
Weekly
House
2,810
1,173,157
46
Female
86,588
Divorced
4
Bachelor's
null
32.8165
Urban
Basic
null
16
622
6
2022-10-01 15:21:39.222387
Poor
No
Rarely
Apartment
302
1,173,158
32
Female
5,743
Divorced
0
PhD
Unemployed
45.93746
Suburban
Premium
0
15
null
7
2024-06-13 15:21:39.276901
Average
No
Daily
Apartment
2,549
1,173,159
59
Male
48,761
Divorced
2
Bachelor's
Unemployed
14.442049
Rural
Basic
0
13
405
8
2023-10-04 15:21:39.134960
Good
No
Monthly
House
1,438
1,173,160
26
Female
19,617
Married
null
Bachelor's
Self-Employed
18.735757
Rural
Basic
0
0
849
7
2020-08-27 15:21:39.171102
Good
No
Weekly
Condo
813
1,173,161
51
Female
17,473
Single
2
High School
Self-Employed
26.336761
Urban
Comprehensive
null
12
742
1
2020-12-05 15:21:39.102694
Average
No
Rarely
Condo
647
1,173,162
null
Female
37,902
Single
1
PhD
null
23.913478
Suburban
Comprehensive
1
4
788
3
2021-02-25 15:21:39.237118
Poor
Yes
Daily
Apartment
2,671
1,173,163
51
Female
23,296
Single
0
Master's
Employed
15.501029
Rural
Comprehensive
0
12
699
9
2022-06-11 15:21:39.090124
null
Yes
Daily
Condo
1,146
1,173,164
51
Male
20,961
Single
2
High School
Self-Employed
38.829058
Rural
Comprehensive
0
2
651
3
2020-08-10 15:21:39.134960
Average
Yes
Weekly
Apartment
486
1,173,165
62
Female
37,896
Divorced
1
Bachelor's
Unemployed
12.56463
Suburban
Comprehensive
1
11
null
9
2022-12-12 15:21:39.154008
Average
Yes
Daily
House
885
1,173,166
43
Male
null
Divorced
3
PhD
null
18.816995
Rural
Basic
null
17
591
9
2022-06-08 15:21:39.184157
Poor
No
Monthly
Condo
138
1,173,167
56
Female
41,003
Divorced
3
PhD
null
29.81626
Suburban
Comprehensive
null
3
null
1
2020-03-06 15:21:39.244069
Good
Yes
Weekly
House
715
1,173,168
62
Female
17,705
Single
2
High School
Employed
12.839118
Suburban
Premium
0
16
403
3
2023-07-22 15:21:39.246098
Good
Yes
Daily
Condo
953
1,173,169
55
Male
31,985
Single
0
Master's
Employed
10.935156
Rural
Premium
0
8
595
6
2024-01-30 15:21:39.155231
Average
Yes
Weekly
House
556
1,173,170
50
Female
5,907
Divorced
3
Master's
null
19.857326
Rural
Basic
null
10
null
8
2022-05-10 15:21:39.148733
Good
Yes
Monthly
House
781
1,173,171
34
Male
7,566
Married
2
Master's
Unemployed
38.384728
Suburban
Premium
null
12
775
8
2022-11-05 15:21:39.091080
Good
Yes
Monthly
House
1,829
1,173,172
52
Male
20,660
Single
4
Bachelor's
null
14.827572
Rural
Comprehensive
1
18
317
1
2024-04-28 15:21:39.253660
Poor
Yes
Weekly
Apartment
790
1,173,173
56
Male
18,077
Divorced
2
PhD
Unemployed
19.085726
Rural
Basic
1
12
718
5
2022-03-09 15:21:39.155231
Average
No
Daily
Condo
2,326
1,173,174
50
Female
37,354
Married
2
PhD
null
21.402615
Urban
Premium
0
18
749
9
2022-06-24 15:21:39.188220
Good
Yes
Rarely
House
1,647
1,173,175
64
Male
1,788
Single
1
Bachelor's
Unemployed
5.481449
Suburban
Premium
2
5
847
6
2023-10-31 15:21:39.168099
Average
No
Weekly
Condo
919
1,173,176
28
Male
3,811
Divorced
4
Master's
null
12.689769
Suburban
Basic
0
10
751
4
2021-03-23 15:21:39.237118
Good
Yes
Daily
Condo
3,749
1,173,177
57
Male
109,388
Married
4
High School
Self-Employed
25.843204
Suburban
Basic
null
0
null
5
2022-01-19 15:21:39.131192
Poor
Yes
Rarely
Condo
98
1,173,178
34
Female
25,626
Divorced
0
Bachelor's
Self-Employed
28.084102
Suburban
Basic
1
16
670
1
2021-07-02 15:21:39.116179
Good
No
Weekly
House
1,385
1,173,179
null
Male
16,210
Divorced
4
Bachelor's
null
8.83889
Urban
Basic
0
1
741
5
2022-06-08 15:21:39.095696
Good
No
Daily
House
1,403
1,173,180
42
Male
6,424
Single
0
High School
Employed
49.088966
Suburban
Premium
0
4
495
9
2021-08-27 15:21:39.233998
Average
Yes
Rarely
Condo
1,845
1,173,181
19
Male
23,991
Divorced
3
Bachelor's
null
23.834999
Urban
Basic
null
12
695
5
2022-11-24 15:21:39.155231
Good
No
Daily
House
871
1,173,182
44
Female
2,886
Divorced
4
Master's
Unemployed
26.142382
Suburban
Comprehensive
null
10
444
6
2024-06-23 15:21:39.101733
Poor
No
Weekly
House
35
1,173,183
22
Female
57,277
Married
1
PhD
null
12.84741
Suburban
Basic
1
3
551
3
2024-04-15 15:21:39.237118
Good
No
Weekly
House
64
1,173,184
54
Female
123,818
Single
4
PhD
Self-Employed
18.624171
Suburban
Premium
null
4
345
1
2021-06-10 15:21:39.096739
Good
Yes
Weekly
House
834
1,173,185
57
Male
878
Single
3
Bachelor's
Self-Employed
17.927059
Urban
Comprehensive
1
0
511
8
2023-01-28 15:21:39.226954
Good
Yes
Monthly
Apartment
823
1,173,186
22
Female
5,925
Divorced
4
PhD
Unemployed
19.826393
Rural
Premium
0
15
797
6
2024-07-22 15:21:39.143708
Poor
No
Daily
House
73
1,173,187
21
Male
26,633
Divorced
2
Master's
null
46.049728
Urban
Premium
null
4
496
8
2021-04-28 15:21:39.185215
Good
No
Daily
Apartment
513
1,173,188
21
Female
26,963
Single
4
PhD
Self-Employed
null
Suburban
Comprehensive
null
19
774
2
2022-06-25 15:21:39.095696
Poor
Yes
Weekly
Apartment
2,134
1,173,189
41
Female
1,678
Single
0
Master's
Employed
28.988706
Urban
Premium
2
3
668
1
2020-06-05 15:21:39.191219
null
No
Rarely
Apartment
2,143
1,173,190
28
Male
708
Single
4
Master's
Unemployed
21.312931
Suburban
Basic
2
2
398
6
2023-02-04 15:21:39.289099
Poor
Yes
Daily
House
270
1,173,191
30
Male
9,079
Single
1
Master's
null
33.73439
Urban
Comprehensive
1
19
744
3
2023-07-19 15:21:39.123711
Average
No
Daily
House
1,362
1,173,192
26
Male
35,794
Single
1
High School
null
28.868991
Rural
Comprehensive
2
6
743
9
2024-07-24 15:21:39.251142
Poor
Yes
Weekly
Condo
518
1,173,193
27
Male
26,889
Divorced
4
High School
Self-Employed
35.605502
Rural
Premium
1
9
null
5
2021-10-13 15:21:39.208842
Poor
No
Weekly
Condo
463
1,173,194
56
Male
53,703
Single
2
Bachelor's
Employed
34.867277
Rural
Comprehensive
1
4
709
7
2024-04-05 15:21:39.192212
Poor
Yes
Rarely
Apartment
171
1,173,195
46
Male
18,559
Single
2
High School
Unemployed
22.534801
Rural
Premium
0
17
null
7
2023-06-16 15:21:39.170099
Average
Yes
Monthly
House
119
1,173,196
45
Male
5,518
Married
null
PhD
Employed
37.788336
Rural
Comprehensive
null
9
744
6
2024-06-24 15:21:39.249100
Poor
Yes
Monthly
Condo
2,077
1,173,197
51
Female
2,914
Married
3
PhD
Self-Employed
23.722898
Suburban
Premium
1
9
693
5
2020-03-21 15:21:39.179186
Poor
Yes
Weekly
House
33
1,173,198
35
Male
4,460
Divorced
0
Bachelor's
Unemployed
23.942804
Rural
Basic
null
8
661
5
2019-10-13 15:21:39.229482
Good
No
Daily
Apartment
997
1,173,199
37
Male
4,741
Divorced
null
Bachelor's
Unemployed
null
Urban
Premium
null
2
449
3
2023-05-08 15:21:39.198406
Good
No
Weekly
House
1,725