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
1,182,100
49
Male
null
Married
0
Bachelor's
Self-Employed
41.718926
Rural
Comprehensive
0
5
410
1
2023-12-12 15:21:39.237118
null
No
Rarely
Apartment
1,121
1,182,101
31
Female
73,424
Married
3
Master's
Self-Employed
13.491573
Urban
Premium
0
14
661
1
2021-09-03 15:21:39.261856
Good
Yes
Rarely
House
421
1,182,102
39
Male
44,776
Single
4
PhD
null
27.716102
Rural
Premium
null
10
789
5
2023-04-25 15:21:39.134960
Poor
Yes
Daily
Condo
817
1,182,103
33
Male
9,091
Divorced
2
PhD
Unemployed
37.716137
Rural
Basic
0
4
711
9
2022-12-14 15:21:39.254678
Poor
No
Monthly
House
486
1,182,104
58
Male
87,830
Married
null
Master's
Unemployed
11.785899
Rural
Premium
0
16
464
3
2020-03-07 15:21:39.134960
Poor
No
Monthly
House
2,128
1,182,105
35
Female
20,336
Divorced
null
High School
Unemployed
17.788669
Urban
Premium
0
8
766
7
2024-05-09 15:21:39.081504
Good
No
Monthly
Condo
1,632
1,182,106
59
Male
25,309
Married
2
Master's
Self-Employed
36.802567
Urban
Premium
0
5
542
3
2020-03-03 15:21:39.134960
Poor
No
Rarely
Condo
554
1,182,107
41
Male
61,261
Divorced
3
Bachelor's
null
47.026531
Suburban
Basic
1
15
443
5
2023-12-03 15:21:39.181605
Poor
Yes
Daily
Apartment
1,494
1,182,108
36
Male
9,068
Single
4
High School
Unemployed
29.829605
Urban
Premium
0
15
757
5
2024-05-16 15:21:39.276901
Average
Yes
Rarely
Condo
581
1,182,109
22
Male
624
Single
2
PhD
Unemployed
30.683318
Urban
Premium
1
15
696
8
2022-07-24 15:21:39.170099
Poor
Yes
Rarely
Apartment
2,072
1,182,110
24
Female
1,880
Divorced
4
PhD
null
27.160541
Rural
Basic
null
12
353
1
2020-07-08 15:21:39.280784
Poor
Yes
Monthly
House
1,880
1,182,111
50
Male
53,532
Divorced
4
High School
Self-Employed
null
Suburban
Basic
0
17
null
5
2022-12-14 15:21:39.256696
null
No
Weekly
Apartment
1,242
1,182,112
22
Male
24,188
Single
3
High School
null
13.681538
Rural
Basic
1
6
843
1
2021-08-29 15:21:39.216387
Average
Yes
Weekly
House
1,337
1,182,113
59
Female
16,062
Divorced
1
High School
Unemployed
33.880039
Rural
Premium
0
13
791
5
2021-06-27 15:21:39.274993
Average
No
Rarely
House
511
1,182,114
31
Male
2,452
Single
2
PhD
Employed
26.836506
Suburban
Comprehensive
1
7
710
5
2021-05-22 15:21:39.237118
null
Yes
Monthly
Condo
684
1,182,115
null
Male
136,818
Single
4
Bachelor's
Employed
29.838479
Rural
Comprehensive
2
17
328
9
2023-03-23 15:21:39.274993
Average
No
Daily
Apartment
581
1,182,116
31
Male
null
Divorced
3
PhD
Employed
null
Urban
Premium
1
16
431
8
2020-03-29 15:21:39.226954
Good
Yes
Monthly
House
2,165
1,182,117
35
Male
null
Single
4
PhD
Employed
7.737671
Rural
Comprehensive
null
13
434
7
2019-11-19 15:21:39.134960
null
No
Rarely
Apartment
1,194
1,182,118
34
Male
14,079
Single
4
Bachelor's
null
null
Suburban
Premium
null
5
831
9
2023-01-06 15:21:39.093681
Average
No
Daily
Condo
845
1,182,119
43
Female
6,701
Married
0
Bachelor's
Self-Employed
9.771625
Urban
Premium
2
7
727
6
2021-08-22 15:21:39.282785
Average
Yes
Monthly
Condo
1,101
1,182,120
22
Female
35,475
Married
0
Bachelor's
Self-Employed
34.734949
Rural
Basic
1
7
690
9
2022-12-23 15:21:39.190215
Poor
Yes
Rarely
House
822
1,182,121
21
Female
33,125
Married
0
Bachelor's
null
19.585001
Urban
Premium
null
9
null
3
2020-06-21 15:21:39.134960
Good
Yes
Rarely
House
391
1,182,122
28
Male
28,113
Divorced
2
Bachelor's
Employed
41.099398
Suburban
Basic
1
9
412
1
2019-10-03 15:21:39.246098
Average
Yes
Rarely
Condo
1,045
1,182,123
50
Female
3,392
Married
null
High School
Employed
38.796834
Suburban
Premium
2
2
null
4
2023-02-10 15:21:39.248098
Poor
Yes
Weekly
House
683
1,182,124
28
Male
5,094
Married
0
High School
null
35.607517
Suburban
Premium
0
6
314
3
2021-03-02 15:21:39.221386
Good
No
Daily
Condo
1,624
1,182,125
31
Female
36,752
Single
3
PhD
Self-Employed
24.121676
Rural
Premium
1
13
782
7
2024-01-03 15:21:39.155231
Average
Yes
Rarely
Condo
1,197
1,182,126
42
Female
14,861
Single
2
Master's
null
14.057897
Suburban
Comprehensive
1
5
545
4
2021-08-30 15:21:39.223390
Poor
Yes
Weekly
House
586
1,182,127
22
Female
null
Married
3
Master's
Unemployed
37.752831
Urban
Basic
0
1
431
1
2024-02-09 15:21:39.237118
Average
No
Rarely
Condo
781
1,182,128
64
Male
37,485
Single
null
High School
null
23.010966
Rural
Comprehensive
0
3
310
5
2022-02-08 15:21:39.167099
Average
Yes
Monthly
Apartment
2,158
1,182,129
29
Female
2,558
Single
3
Master's
Self-Employed
12.92615
Suburban
Premium
null
10
501
9
2024-03-22 15:21:39.230483
Poor
Yes
Monthly
House
717
1,182,130
25
Female
6,894
Married
1
Bachelor's
Employed
null
Urban
Basic
null
18
603
2
2022-12-27 15:21:39.186212
Average
Yes
Weekly
House
722
1,182,131
56
Female
1,189
Married
1
High School
null
9.038586
Rural
Basic
1
0
659
1
2022-01-11 15:21:39.289099
Good
No
Rarely
House
2,694
1,182,132
42
Male
39,734
Single
null
High School
null
5.97364
Rural
Basic
null
15
813
1
2023-01-01 15:21:39.263607
Good
No
Weekly
Apartment
936
1,182,133
42
Female
40,456
Single
4
Bachelor's
Unemployed
21.844283
Urban
Basic
1
17
685
9
2020-02-15 15:21:39.134960
Average
No
Monthly
Condo
1,181
1,182,134
45
Female
20,589
Married
0
Bachelor's
Self-Employed
11.9774
Rural
Premium
null
15
401
2
2022-09-03 15:21:39.231531
null
No
Rarely
Condo
1,199
1,182,135
30
Male
65,613
Divorced
2
PhD
Employed
null
Rural
Basic
null
6
727
5
2023-01-05 15:21:39.259788
Good
Yes
Daily
Apartment
2,140
1,182,136
46
Female
74,554
Single
0
PhD
Self-Employed
26.846117
Rural
Comprehensive
null
11
391
7
2021-10-19 15:21:39.175719
Good
No
Monthly
Apartment
616
1,182,137
25
Female
63,957
Single
3
High School
Self-Employed
39.238886
Urban
Comprehensive
0
17
697
8
2019-12-09 15:21:39.130190
Poor
No
Monthly
House
3,128
1,182,138
42
Male
711
Single
3
Master's
Unemployed
50.59074
Rural
Premium
null
0
368
8
2020-12-02 15:21:39.223901
Poor
Yes
Monthly
House
2,592
1,182,139
63
Female
114,886
Married
4
PhD
Unemployed
19.57074
Urban
Basic
null
19
818
6
2019-09-25 15:21:39.251142
Average
Yes
Weekly
House
1,910
1,182,140
25
Male
45,973
Single
1
High School
null
15.979883
Urban
Basic
null
16
659
3
2024-01-23 15:21:39.134960
Average
No
Weekly
House
1,614
1,182,141
45
Female
null
Divorced
0
PhD
Employed
22.82632
Suburban
Premium
1
3
431
9
2020-01-11 15:21:39.130190
Average
Yes
Monthly
House
1,099
1,182,142
48
Female
33,947
Divorced
2
PhD
Employed
14.959507
Suburban
Comprehensive
1
2
694
8
2023-08-25 15:21:39.096739
Good
No
Rarely
House
705
1,182,143
24
Male
25,838
Married
3
PhD
Employed
30.837496
Suburban
Basic
0
14
463
9
2023-05-04 15:21:39.111551
Average
Yes
Rarely
House
354
1,182,144
23
Female
38,939
Single
4
PhD
null
6.792101
Urban
Premium
null
17
757
9
2019-10-14 15:21:39.172097
Good
No
Rarely
Condo
2,341
1,182,145
59
Male
52,651
Married
3
Bachelor's
Self-Employed
10.355375
Urban
Comprehensive
null
6
586
6
2022-01-17 15:21:39.211806
Good
No
Monthly
Apartment
57
1,182,146
56
Male
17,081
Single
2
High School
Self-Employed
34.755513
Suburban
Comprehensive
null
15
832
1
2020-10-25 15:21:39.155231
Average
No
Daily
Apartment
1,069
1,182,147
38
Male
1,608
Divorced
1
PhD
Unemployed
26.589511
Suburban
Comprehensive
2
18
731
9
2021-06-18 15:21:39.133866
Average
No
Weekly
House
2,091
1,182,148
43
Male
18,006
Divorced
null
Bachelor's
null
43.584154
Rural
Premium
null
9
696
8
2020-08-05 15:21:39.155231
Good
Yes
Daily
House
1,447
1,182,149
28
Female
28,961
Married
4
PhD
Self-Employed
35.933545
Rural
Premium
2
19
828
7
2019-09-11 15:21:39.223390
Average
Yes
Monthly
House
379
1,182,150
20
Female
114,917
Married
4
Bachelor's
Unemployed
15.717216
Urban
Premium
2
13
410
7
2023-12-17 15:21:39.186212
Poor
Yes
Monthly
Condo
1,716
1,182,151
56
Male
20,659
Single
3
High School
Unemployed
41.998941
Urban
Premium
0
10
346
4
2020-07-29 15:21:39.232526
Poor
No
Rarely
House
823
1,182,152
26
Female
76,428
Divorced
1
Master's
Unemployed
24.837791
Suburban
Comprehensive
3
3
486
9
2020-12-26 15:21:39.219432
Average
No
Monthly
House
905
1,182,153
41
Male
17,177
Married
2
Bachelor's
Self-Employed
33.249541
Urban
Comprehensive
1
10
476
9
2022-09-15 15:21:39.133866
Poor
Yes
Monthly
Apartment
2,046
1,182,154
31
Male
34,395
Married
3
PhD
null
23.290521
Suburban
Premium
0
15
null
4
2023-10-31 15:21:39.134960
Poor
Yes
Rarely
Condo
467
1,182,155
35
Male
1,079
Single
1
High School
Self-Employed
18.012965
Suburban
Comprehensive
1
15
729
6
2019-09-21 15:21:39.092127
Good
Yes
Weekly
Apartment
273
1,182,156
28
Female
13,963
Divorced
null
High School
Unemployed
13.903456
Suburban
Basic
0
6
751
6
2021-12-20 15:21:39.155231
Average
No
Rarely
Condo
1,256
1,182,157
38
Male
10,809
Divorced
null
Bachelor's
null
22.918356
Urban
Basic
0
8
608
2
2022-12-21 15:21:39.107553
Average
No
Rarely
Condo
1,290
1,182,158
47
Male
3,354
Single
0
Bachelor's
Employed
11.126065
Urban
Premium
2
10
307
2
2020-07-07 15:21:39.177724
Good
Yes
Daily
Apartment
1,531
1,182,159
45
Female
16,408
Single
1
Bachelor's
Unemployed
23.922323
Rural
Comprehensive
1
16
843
2
2024-04-28 15:21:39.237118
Poor
Yes
Monthly
House
1,651
1,182,160
24
Male
26,369
Divorced
0
Bachelor's
Unemployed
7.924883
Rural
Basic
null
8
598
4
2022-03-27 15:21:39.281787
Average
Yes
Rarely
Condo
522
1,182,161
57
Male
10,063
Divorced
3
PhD
Unemployed
27.772795
Rural
Basic
null
12
688
4
2022-11-16 15:21:39.170099
Poor
Yes
Weekly
House
1,667
1,182,162
23
Female
6,974
Divorced
4
Master's
Unemployed
47.019311
Suburban
Premium
0
18
553
4
2023-06-30 15:21:39.134960
Poor
Yes
Daily
Condo
1,758
1,182,163
34
Male
1,266
Single
1
Master's
Employed
null
Urban
Premium
0
5
449
3
2024-01-24 15:21:39.155231
Poor
Yes
Rarely
Apartment
1,015
1,182,164
40
Female
1,526
Single
3
PhD
null
33.728916
Rural
Premium
1
18
473
6
2019-08-28 15:21:39.080440
Average
Yes
Weekly
Condo
1,135
1,182,165
30
Female
11,985
Single
3
Bachelor's
Unemployed
9.353417
Suburban
Comprehensive
1
15
528
7
2020-03-10 15:21:39.152732
Average
Yes
Monthly
Apartment
2,317
1,182,166
60
Female
16,073
Divorced
null
PhD
Self-Employed
30.966505
Urban
Basic
0
3
646
9
2021-09-01 15:21:39.155231
Poor
No
Weekly
House
733
1,182,167
39
Female
15,275
Single
1
Bachelor's
Self-Employed
33.1073
Rural
Premium
0
15
599
7
2022-01-20 15:21:39.226954
Poor
Yes
Weekly
Condo
1,956
1,182,168
53
Male
17,087
Married
4
High School
Self-Employed
16.979198
Rural
Basic
0
2
519
9
2023-03-21 15:21:39.081504
Poor
No
Monthly
Apartment
2,215
1,182,169
32
Female
914
Divorced
2
Master's
Employed
33.632604
Urban
Basic
2
6
729
1
2022-04-15 15:21:39.155231
Average
Yes
Monthly
Apartment
975
1,182,170
54
Female
39,072
Single
0
Master's
Self-Employed
23.654672
Urban
Premium
null
1
552
2
2019-12-31 15:21:39.126661
Average
No
Weekly
Condo
946
1,182,171
30
Female
122,226
Single
0
PhD
null
18.403534
Rural
Premium
2
17
398
9
2020-05-11 15:21:39.180553
Good
Yes
Weekly
Condo
4,048
1,182,172
27
Male
9,062
Divorced
4
PhD
Self-Employed
11.569391
Urban
Premium
null
12
null
5
2020-08-30 15:21:39.155231
Good
Yes
Weekly
Condo
753
1,182,173
20
Male
529
Divorced
2
Master's
Unemployed
7.957284
Suburban
Comprehensive
0
16
302
9
2023-10-02 15:21:39.134960
Average
No
Daily
Apartment
966
1,182,174
24
Male
21,493
Divorced
1
Master's
Self-Employed
38.876378
Suburban
Premium
null
15
324
8
2021-08-29 15:21:39.214388
Average
Yes
Weekly
Apartment
1,893
1,182,175
59
Male
142,317
Divorced
3
High School
Unemployed
9.011578
Urban
Premium
2
16
446
8
2021-08-30 15:21:39.101733
Good
No
Daily
Apartment
2,289
1,182,176
43
Male
1,223
Married
4
Bachelor's
Self-Employed
null
Suburban
Comprehensive
0
3
762
4
2022-11-17 15:21:39.261856
Average
Yes
Weekly
Apartment
782
1,182,177
43
Male
749
Divorced
2
Bachelor's
Employed
21.811128
Rural
Basic
2
18
667
6
2021-04-13 15:21:39.286113
Average
No
Daily
House
726
1,182,178
48
Male
48,975
Married
4
PhD
null
40.38763
Rural
Comprehensive
0
10
594
2
2023-09-05 15:21:39.134960
Average
Yes
Weekly
Apartment
338
1,182,179
23
Female
31,008
Single
null
Master's
null
23.819269
Urban
Basic
0
4
697
4
2023-03-08 15:21:39.237118
Average
No
Daily
Apartment
24
1,182,180
43
Male
91,499
Married
4
Bachelor's
null
11.584221
Urban
Comprehensive
0
0
449
5
2023-07-20 15:21:39.172097
Good
No
Weekly
Condo
1,166
1,182,181
54
Female
5,911
Married
0
PhD
Self-Employed
19.509817
Suburban
Comprehensive
null
13
421
6
2019-12-19 15:21:39.151732
null
Yes
Rarely
House
693
1,182,182
39
Female
3,575
Single
3
High School
Self-Employed
19.474525
Suburban
Basic
3
0
null
5
2022-01-29 15:21:39.281787
Average
No
Weekly
Condo
1,010
1,182,183
55
Female
24,758
Divorced
2
PhD
Employed
24.504469
Urban
Comprehensive
0
16
644
2
2024-04-03 15:21:39.134960
Poor
Yes
Daily
House
1,277
1,182,184
54
Male
8,077
Divorced
3
PhD
null
6.591459
Suburban
Comprehensive
0
12
492
9
2023-11-22 15:21:39.185215
Poor
No
Monthly
Condo
1,290
1,182,185
20
Male
30,827
Single
0
Master's
Self-Employed
36.183791
Rural
Comprehensive
1
7
824
1
2020-02-17 15:21:39.225916
Average
Yes
Daily
House
1,409
1,182,186
44
Male
13,412
Single
null
Master's
Self-Employed
20.442316
Suburban
Comprehensive
null
10
406
6
2023-02-26 15:21:39.225916
Good
Yes
Daily
House
3,861
1,182,187
51
Male
12,071
Married
0
High School
Self-Employed
32.25504
Rural
Basic
0
18
481
9
2019-12-30 15:21:39.134960
Poor
Yes
Monthly
House
1,030
1,182,188
24
Male
71,808
Single
1
High School
Self-Employed
15.926102
Suburban
Premium
null
11
432
6
2022-01-16 15:21:39.209847
Good
No
Monthly
Apartment
649
1,182,189
42
Female
3,520
Married
2
PhD
Unemployed
22.567193
Suburban
Premium
2
9
487
4
2020-06-26 15:21:39.201446
Poor
No
Daily
Condo
1,836
1,182,190
34
Male
944
Divorced
0
Master's
Unemployed
15.938265
Rural
Premium
1
16
417
4
2023-06-18 15:21:39.143708
Poor
Yes
Weekly
Apartment
489
1,182,191
24
Female
13,983
Married
0
Master's
Employed
5.81464
Urban
Comprehensive
null
6
602
1
2022-11-15 15:21:39.205850
Good
No
Rarely
Apartment
801
1,182,192
49
Male
87,929
Divorced
4
High School
Employed
21.67157
Suburban
Premium
null
9
418
9
2021-07-05 15:21:39.081504
Good
Yes
Daily
House
195
1,182,193
36
Female
3,765
Divorced
2
Master's
Unemployed
41.647814
Urban
Comprehensive
2
2
656
6
2021-02-07 15:21:39.155231
Good
Yes
Monthly
House
619
1,182,194
42
Male
11,870
Married
3
PhD
Employed
15.849563
Rural
Basic
1
18
506
9
2020-07-26 15:21:39.226954
Good
No
Daily
Condo
920
1,182,195
28
Female
3,046
Single
0
PhD
Unemployed
12.813566
Rural
Basic
3
10
587
9
2022-10-12 15:21:39.263607
Average
No
Monthly
Condo
548
1,182,196
54
Female
17,347
Single
1
Bachelor's
Employed
8.683815
Rural
Comprehensive
null
10
452
9
2023-01-20 15:21:39.143708
Average
No
Daily
House
1,616
1,182,197
44
Female
4,440
Married
4
Bachelor's
Employed
38.689631
Urban
Premium
null
14
699
6
2023-11-09 15:21:39.254678
Poor
No
Weekly
Condo
2,049
1,182,198
55
Male
4,419
Single
2
High School
Employed
22.131466
Rural
Comprehensive
2
2
685
9
2020-12-01 15:21:39.209847
Poor
Yes
Rarely
House
1,734
1,182,199
51
Female
5,872
Single
1
Bachelor's
Unemployed
6.38183
Suburban
Premium
1
8
578
4
2023-08-16 15:21:39.134960
Poor
Yes
Daily
House
1,883