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
32,100
58
Female
56,831
Divorced
1
Master's
Employed
16.568975
Urban
Comprehensive
null
1
383
4
2022-01-11 15:21:39.176717
Good
Yes
Weekly
Condo
809
32,101
35
Female
44,598
Single
null
High School
Self-Employed
24.994399
Rural
Premium
null
7
828
3
2019-10-02 15:21:39.264504
Good
No
Monthly
House
903
32,102
39
Female
33,018
Married
2
High School
null
29.064402
Urban
Comprehensive
null
15
564
2
2022-07-12 15:21:39.209847
Poor
No
Rarely
Apartment
1,199
32,103
55
Male
28,409
Married
2
PhD
Employed
17.081486
Urban
Comprehensive
null
3
604
5
2023-11-22 15:21:39.091080
Poor
No
Rarely
House
809
32,104
53
Male
45,988
Divorced
1
High School
Employed
11.827761
Suburban
Basic
1
18
796
9
2020-04-29 15:21:39.107553
Average
Yes
Daily
House
518
32,105
39
Male
43,830
Married
2
Master's
null
22.457214
Rural
Basic
0
2
null
6
2021-05-14 15:21:39.134960
Average
Yes
Rarely
Apartment
652
32,106
30
Male
10,537
Single
2
Bachelor's
null
49.649425
Rural
Comprehensive
0
19
823
4
2024-07-09 15:21:39.082499
Average
No
Daily
Apartment
1,223
32,107
54
Male
6,095
Married
3
Bachelor's
Self-Employed
37.935486
Suburban
Basic
3
13
644
9
2023-03-16 15:21:39.188220
Good
No
Weekly
Condo
813
32,108
64
Male
23,767
Divorced
1
High School
Unemployed
11.180149
Suburban
Premium
1
15
565
3
2019-12-21 15:21:39.149731
Good
No
Monthly
Apartment
239
32,109
27
Male
131,881
Divorced
2
PhD
Employed
27.539218
Rural
Basic
null
4
408
1
2020-10-17 15:21:39.188220
Average
No
Weekly
House
2,654
32,110
18
Female
1,810
Divorced
1
Bachelor's
Employed
14.135591
Rural
Comprehensive
0
18
459
7
2021-05-23 15:21:39.237118
Good
Yes
Rarely
Apartment
1,087
32,111
27
Female
1,079
Divorced
1
Master's
Unemployed
24.141611
Suburban
Premium
0
8
482
6
2023-11-27 15:21:39.237118
Average
Yes
Weekly
Condo
1,586
32,112
31
Female
3,861
Married
3
Bachelor's
Self-Employed
22.849895
Rural
Premium
0
12
419
1
2021-11-26 15:21:39.155231
Good
No
Daily
House
2,869
32,113
34
Female
686
Divorced
0
Master's
null
48.955688
Suburban
Premium
null
18
562
6
2022-05-20 15:21:39.237118
null
Yes
Monthly
Apartment
633
32,114
38
Male
87,500
Divorced
2
Master's
null
22.826581
Urban
Basic
2
12
368
3
2020-02-29 15:21:39.237118
Average
Yes
Rarely
Apartment
543
32,115
29
Female
29,095
Single
0
Bachelor's
Unemployed
12.929114
Urban
Comprehensive
null
4
463
9
2023-11-18 15:21:39.237118
Good
No
Monthly
Apartment
739
32,116
28
Female
66,732
Married
0
Master's
Employed
null
Urban
Premium
null
10
774
1
2020-02-03 15:21:39.237118
Good
Yes
Rarely
House
34
32,117
53
Male
54,878
Divorced
null
Bachelor's
Unemployed
28.161648
Rural
Basic
0
8
567
3
2022-10-04 15:21:39.230483
Poor
No
Rarely
Condo
106
32,118
43
Female
4,731
Married
3
High School
Unemployed
22.754148
Suburban
Basic
1
5
534
3
2021-07-21 15:21:39.130190
Average
Yes
Monthly
Condo
2,922
32,119
57
Female
7,184
Married
0
Bachelor's
Unemployed
15.649958
Suburban
Premium
0
7
789
1
2022-01-27 15:21:39.134960
Average
No
Weekly
Apartment
362
32,120
36
Female
11,907
Single
2
High School
Employed
22.323514
Urban
Premium
2
1
619
3
2020-04-06 15:21:39.216387
Average
No
Monthly
Apartment
2,672
32,121
18
Female
24,897
Divorced
0
Master's
Unemployed
23.037009
Rural
Premium
0
8
695
7
2022-10-23 15:21:39.151732
Poor
No
Daily
Apartment
1,777
32,122
46
Female
27,330
Single
3
Bachelor's
Employed
38.316851
Urban
Comprehensive
null
1
595
9
2022-11-19 15:21:39.279729
Average
Yes
Monthly
House
567
32,123
34
Female
5,233
Divorced
4
Bachelor's
null
21.685611
Suburban
Comprehensive
1
14
830
5
2021-07-19 15:21:39.143708
Average
Yes
Daily
Condo
743
32,124
28
Male
64,414
Single
2
PhD
Employed
36.094413
Suburban
Comprehensive
1
16
429
5
2021-12-20 15:21:39.185215
null
Yes
Monthly
House
1,176
32,125
38
Female
30,382
Married
1
High School
null
47.12494
Rural
Comprehensive
null
1
763
5
2023-09-17 15:21:39.265513
Good
Yes
Daily
Apartment
381
32,126
62
Female
322
Married
0
Bachelor's
Unemployed
29.893028
Suburban
Basic
1
5
671
8
2020-05-16 15:21:39.216387
Poor
No
Rarely
House
178
32,127
19
Male
3,555
Divorced
0
Bachelor's
null
31.241461
Rural
Comprehensive
3
14
841
5
2021-05-01 15:21:39.225916
Average
No
Weekly
Apartment
1,709
32,128
44
Male
23,328
Single
4
Bachelor's
null
14.743128
Rural
Premium
1
3
null
8
2023-08-24 15:21:39.226954
Good
No
Weekly
Condo
442
32,129
57
Male
104,593
Married
1
Bachelor's
null
15.984235
Rural
Basic
1
0
null
5
2023-08-22 15:21:39.211806
null
Yes
Rarely
Condo
2,959
32,130
32
Male
92,742
Single
2
PhD
Unemployed
null
Suburban
Premium
0
5
449
2
2022-08-26 15:21:39.192212
Average
No
Monthly
House
2,260
32,131
45
Male
44,284
Divorced
1
Bachelor's
null
26.928931
Urban
Comprehensive
2
11
477
8
2022-03-26 15:21:39.126661
Average
No
Rarely
Apartment
2,121
32,132
63
Male
23,500
Married
1
Bachelor's
Unemployed
36.938662
Urban
Premium
0
17
null
2
2024-07-24 15:21:39.080440
Good
Yes
Daily
Apartment
1,433
32,133
25
Female
18,082
Single
4
Master's
null
26.124785
Rural
Basic
0
14
null
8
2020-11-20 15:21:39.259788
Average
Yes
Rarely
Condo
2,722
32,134
48
Male
132,437
Married
0
Bachelor's
null
34.071478
Rural
Basic
null
7
594
4
2019-09-25 15:21:39.186212
Average
Yes
Daily
Condo
2,120
32,135
31
Male
42,919
Divorced
4
Master's
null
12.836785
Rural
Basic
null
11
845
6
2022-01-11 15:21:39.134960
Poor
Yes
Monthly
House
1,109
32,136
30
Male
null
Single
0
Bachelor's
Employed
38.191752
Rural
Premium
null
18
null
1
2019-10-01 15:21:39.146733
null
No
Rarely
House
2,230
32,137
54
Female
23,249
Single
2
PhD
Employed
28.938674
Rural
Comprehensive
3
1
493
6
2020-08-17 15:21:39.223390
Average
No
Monthly
Condo
3,475
32,138
55
Female
23,892
Single
null
Bachelor's
Self-Employed
30.738894
Urban
Premium
0
10
549
1
2022-12-21 15:21:39.091080
Poor
Yes
Daily
Apartment
616
32,139
31
Male
44,938
Married
0
PhD
Self-Employed
11.12306
Rural
Basic
1
15
798
6
2021-03-03 15:21:39.237118
Poor
No
Rarely
Apartment
755
32,140
29
Female
48,947
Single
1
PhD
Self-Employed
27.166442
Rural
Basic
2
0
541
2
2020-09-11 15:21:39.165120
Poor
No
Rarely
Apartment
25
32,141
56
Male
28,372
Single
0
Bachelor's
Employed
null
Rural
Premium
null
15
614
9
2020-07-26 15:21:39.281787
Average
Yes
Monthly
Apartment
683
32,142
31
Female
15,255
Divorced
4
Master's
Employed
41.24384
Rural
Premium
1
19
687
4
2020-03-28 15:21:39.155231
null
Yes
Daily
Apartment
964
32,143
20
Male
1,206
Divorced
2
High School
Unemployed
16.584863
Rural
Basic
4
12
753
3
2024-05-03 15:21:39.095696
Poor
Yes
Monthly
House
749
32,144
64
Female
2,879
Married
3
Master's
Self-Employed
18.365935
Urban
Premium
2
3
null
2
2022-01-16 15:21:39.104139
Poor
Yes
Weekly
Condo
526
32,145
46
Female
142,338
Single
null
Master's
null
12.751449
Suburban
Premium
2
10
410
5
2024-02-18 15:21:39.172097
Average
Yes
Weekly
Condo
1,218
32,146
61
Male
41,146
Single
null
Master's
Unemployed
37.684751
Rural
Comprehensive
1
17
843
8
2021-04-05 15:21:39.168099
Poor
Yes
Daily
Condo
1,169
32,147
43
Female
16,349
Divorced
3
PhD
Employed
19.827413
Urban
Premium
0
9
614
5
2022-08-07 15:21:39.145732
null
Yes
Rarely
Condo
1,411
32,148
60
Female
35,781
Single
2
Bachelor's
null
24.767841
Rural
Comprehensive
1
18
613
8
2024-05-19 15:21:39.271453
Good
No
Rarely
Apartment
792
32,149
20
Female
623
Married
0
Master's
Unemployed
11.548539
Suburban
Basic
2
11
727
8
2022-02-09 15:21:39.134960
Good
Yes
Weekly
House
830
32,150
39
Female
18,679
Married
0
PhD
null
13.976131
Suburban
Premium
0
11
547
4
2020-03-26 15:21:39.219432
Poor
Yes
Weekly
House
1,152
32,151
32
Male
118,970
Married
2
High School
Unemployed
26.619016
Urban
Basic
1
11
371
2
2020-10-25 15:21:39.291118
null
No
Daily
Condo
473
32,152
43
Male
8,062
Divorced
0
High School
Employed
37.447645
Rural
Comprehensive
null
8
681
7
2024-03-04 15:21:39.170099
Average
No
Daily
Condo
696
32,153
60
Male
39,593
Divorced
null
High School
Employed
47.379837
Rural
Basic
2
16
788
6
2024-07-26 15:21:39.182597
Average
Yes
Monthly
House
1,777
32,154
39
Female
2,390
Single
1
Bachelor's
Unemployed
27.660819
Suburban
Basic
null
18
672
3
2022-06-15 15:21:39.226954
Average
Yes
Daily
House
150
32,155
52
Female
712
Single
0
Master's
Unemployed
27.245939
Rural
Basic
2
9
716
8
2022-05-16 15:21:39.232526
Poor
No
Daily
Condo
687
32,156
64
Male
60,016
Married
1
High School
null
30.637277
Rural
Premium
1
2
503
3
2021-05-06 15:21:39.093681
Good
Yes
Rarely
Apartment
3,430
32,157
21
Female
4,440
Divorced
0
PhD
null
null
Urban
Basic
0
13
738
4
2023-03-20 15:21:39.237118
Poor
No
Weekly
House
1,298
32,158
18
Female
37,197
Single
0
Master's
null
8.917324
Suburban
Comprehensive
null
6
641
1
2022-02-10 15:21:39.164044
Good
No
Weekly
Apartment
4,660
32,159
56
Female
83,915
Married
4
Master's
Unemployed
29.945102
Urban
Comprehensive
2
5
300
7
2024-01-11 15:21:39.155231
Average
Yes
Monthly
Condo
130
32,160
30
Female
132,092
Divorced
3
Bachelor's
null
12.658725
Urban
Basic
2
13
420
9
2020-07-14 15:21:39.155231
Good
No
Rarely
House
924
32,161
35
Female
null
Single
3
Bachelor's
Employed
51.806935
Suburban
Premium
1
8
null
7
2023-04-25 15:21:39.134960
Average
Yes
Weekly
Condo
707
32,162
29
Male
23,700
Married
1
PhD
Unemployed
28.143577
Suburban
Basic
0
12
null
1
2020-01-21 15:21:39.100695
Poor
Yes
Weekly
Condo
266
32,163
22
Male
22,116
Single
0
PhD
Employed
42.93355
Suburban
Basic
2
15
404
4
2023-01-15 15:21:39.273973
Average
No
Rarely
Apartment
664
32,164
29
Female
143,425
Single
3
Bachelor's
null
10.306026
Urban
Basic
4
3
607
4
2024-05-28 15:21:39.194829
Good
No
Monthly
House
2,471
32,165
56
Male
11,228
Divorced
3
Master's
Self-Employed
15.336328
Rural
Premium
1
0
501
2
2022-08-11 15:21:39.134960
Good
No
Monthly
Condo
784
32,166
54
Female
24,603
Divorced
2
Master's
Unemployed
32.503837
Suburban
Premium
1
13
null
3
2022-08-28 15:21:39.237118
null
Yes
Rarely
Apartment
812
32,167
58
Male
2,426
Divorced
null
PhD
Self-Employed
27.663802
Rural
Premium
2
8
349
3
2021-06-07 15:21:39.237118
null
Yes
Weekly
Apartment
832
32,168
56
Female
13,939
Married
2
Bachelor's
null
22.338314
Suburban
Comprehensive
0
0
843
9
2024-03-08 15:21:39.134960
Average
No
Weekly
House
103
32,169
59
Male
77,535
Divorced
4
High School
Unemployed
50.997835
Rural
Basic
1
1
null
8
2023-07-07 15:21:39.252145
null
Yes
Monthly
Condo
2,902
32,170
64
Female
22,341
Divorced
1
PhD
Self-Employed
19.29382
Suburban
Premium
0
0
396
6
2020-02-19 15:21:39.285112
Average
Yes
Weekly
House
1,158
32,171
59
Female
16,051
Single
null
High School
null
29.015988
Urban
Basic
0
7
466
9
2024-04-17 15:21:39.155231
Good
No
Weekly
Apartment
1,414
32,172
46
Female
53,837
Divorced
1
High School
Unemployed
15.281845
Suburban
Premium
0
5
444
1
2020-08-04 15:21:39.231531
Poor
No
Weekly
House
2,472
32,173
63
Male
431
Divorced
0
Bachelor's
Unemployed
18.817678
Suburban
Basic
null
10
631
5
2023-02-28 15:21:39.282785
Average
No
Daily
Condo
671
32,174
26
Male
11,495
Single
2
High School
Employed
7.002052
Rural
Premium
2
19
745
8
2023-11-03 15:21:39.272456
Poor
No
Monthly
House
1,744
32,175
43
Female
5,817
Married
2
Master's
null
42.442629
Suburban
Comprehensive
4
10
770
6
2024-03-28 15:21:39.120168
Poor
Yes
Monthly
House
3,186
32,176
64
Male
4,970
Divorced
1
PhD
Employed
50.66245
Rural
Basic
null
19
745
7
2021-09-28 15:21:39.202448
Good
No
Rarely
Apartment
861
32,177
52
Male
23,228
Married
1
Bachelor's
Unemployed
13.938365
Suburban
Comprehensive
null
9
309
8
2024-08-01 15:21:39.237118
Average
Yes
Daily
Condo
748
32,178
38
Female
18,453
Single
0
Master's
null
39.757381
Urban
Premium
0
15
559
1
2023-06-24 15:21:39.237118
Poor
No
Weekly
House
477
32,179
54
Male
18,039
null
3
Master's
null
27.067128
Urban
Premium
0
18
437
5
2021-03-26 15:21:39.134960
Average
No
Daily
Apartment
932
32,180
52
Male
73,626
Divorced
0
PhD
null
28.566735
Urban
Comprehensive
2
8
433
1
2021-01-14 15:21:39.134960
Average
Yes
Rarely
Apartment
998
32,181
20
Male
10,081
Married
3
Bachelor's
Employed
30.941698
Suburban
Premium
1
3
486
4
2020-09-10 15:21:39.216387
Poor
Yes
Daily
Apartment
1,310
32,182
39
Male
25,961
Single
4
Master's
Self-Employed
31.452729
Suburban
Premium
0
13
804
3
2023-10-30 15:21:39.237118
Good
No
Daily
Apartment
942
32,183
42
Female
83,358
Divorced
null
PhD
Employed
8.473888
Suburban
Premium
3
0
652
9
2022-05-02 15:21:39.120168
null
Yes
Daily
Condo
1,165
32,184
45
Male
34,403
Single
null
High School
null
3.037123
Rural
Premium
1
2
659
1
2022-11-03 15:21:39.252145
Poor
No
Rarely
House
921
32,185
38
Male
18,059
Married
2
Bachelor's
Unemployed
27.391218
Suburban
Basic
null
14
551
9
2022-10-18 15:21:39.226954
Poor
Yes
Rarely
House
1,827
32,186
21
Male
27,983
Divorced
4
PhD
Self-Employed
38.895844
Rural
Premium
0
8
545
2
2021-12-07 15:21:39.143708
Average
No
Daily
Condo
3,243
32,187
34
Male
45,324
Divorced
1
Bachelor's
null
21.982606
Urban
Premium
null
5
548
6
2022-11-18 15:21:39.288099
null
Yes
Daily
Apartment
743
32,188
24
Female
7,881
Single
2
High School
null
15.064174
Rural
Comprehensive
1
13
518
7
2022-02-08 15:21:39.155231
Good
Yes
Rarely
Condo
1,087
32,189
35
Female
75,982
Single
3
Master's
null
null
Suburban
Comprehensive
3
14
405
4
2020-11-21 15:21:39.134960
Poor
No
Monthly
Condo
2,316
32,190
52
Female
106,449
Married
4
Bachelor's
null
7.945681
Suburban
Premium
2
2
531
3
2023-09-07 15:21:39.182597
Poor
Yes
Monthly
Condo
2,520
32,191
26
Male
114
Married
4
Bachelor's
null
27.878154
Rural
Premium
null
15
790
4
2022-06-07 15:21:39.133866
Average
Yes
Rarely
Apartment
1,841
32,192
40
Male
45,754
Divorced
2
Master's
Unemployed
null
Suburban
Basic
0
12
810
9
2023-07-26 15:21:39.191219
Average
Yes
Rarely
House
1,647
32,193
21
Female
39,367
Divorced
4
PhD
Employed
32.682547
Suburban
Comprehensive
1
15
711
9
2021-05-02 15:21:39.188220
Good
No
Daily
Apartment
623
32,194
41
Female
34,255
Married
2
Master's
Employed
50.382871
Rural
Basic
0
18
380
8
2020-11-05 15:21:39.123711
Poor
No
Daily
Apartment
1,053
32,195
50
Female
24,706
Married
4
Bachelor's
Self-Employed
24.265851
Urban
Comprehensive
1
17
492
7
2021-02-03 15:21:39.244069
Average
No
Weekly
Condo
1,170
32,196
39
Male
46,114
Divorced
4
Master's
null
23.884901
Rural
Basic
0
13
null
4
2023-09-22 15:21:39.198406
Poor
Yes
Monthly
Apartment
933
32,197
46
Male
34,584
Divorced
3
Master's
Employed
8.879107
Suburban
Comprehensive
0
7
null
3
2020-08-01 15:21:39.237118
Poor
No
Weekly
House
318
32,198
64
Male
17,663
Divorced
4
PhD
null
11.597949
Rural
Premium
1
0
554
1
2020-02-11 15:21:39.279729
Average
Yes
Weekly
House
2,095
32,199
60
Female
27,155
Married
1
PhD
null
41.083578
Urban
Premium
null
3
490
7
2022-04-29 15:21:39.144722
Poor
No
Daily
Condo
1,553