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
1,190,100
44
Male
44,769
Married
1
High School
Self-Employed
36.059038
Rural
Premium
0
13
757
1
2023-12-13 15:21:39.134960
Good
Yes
Rarely
Apartment
696
1,190,101
37
Female
8,762
Married
4
Bachelor's
Self-Employed
38.828694
Rural
Basic
1
10
576
2
2021-08-29 15:21:39.274993
Good
Yes
Daily
House
434
1,190,102
58
Male
21,663
Married
3
Bachelor's
Unemployed
31.366098
Rural
Basic
1
6
412
8
2023-04-18 15:21:39.108562
Average
Yes
Monthly
Apartment
1,220
1,190,103
36
Male
30,500
Divorced
4
Master's
Unemployed
20.226533
Rural
Comprehensive
null
0
819
1
2020-04-06 15:21:39.267454
Poor
Yes
Weekly
House
128
1,190,104
56
Male
516
Married
1
Master's
Employed
48.239984
Urban
Basic
1
10
null
9
2022-10-27 15:21:39.176717
Poor
Yes
Monthly
House
28
1,190,105
27
Male
12,983
Single
3
Bachelor's
null
22.71381
Urban
Basic
null
14
616
4
2020-11-03 15:21:39.232526
Good
No
Monthly
House
1,034
1,190,106
38
Male
43,420
Divorced
2
High School
Self-Employed
null
Urban
Premium
1
10
null
7
2021-10-17 15:21:39.285112
Average
No
Rarely
Apartment
883
1,190,107
25
Male
141,879
Married
1
High School
Unemployed
26.35487
Rural
Basic
0
12
407
1
2022-10-10 15:21:39.121169
Poor
No
Weekly
Condo
3,165
1,190,108
64
Male
17,930
Divorced
2
High School
Self-Employed
9.505816
Urban
Premium
1
18
389
4
2021-07-23 15:21:39.149731
Average
No
Monthly
House
651
1,190,109
24
Male
2,526
Divorced
0
High School
Employed
16.081735
Urban
Basic
0
0
431
8
2022-10-01 15:21:39.082499
Good
No
Daily
Apartment
461
1,190,110
25
Male
10,098
Single
4
High School
null
37.533346
Rural
Comprehensive
0
3
701
2
2019-11-28 15:21:39.100695
Poor
Yes
Weekly
Condo
679
1,190,111
19
Female
9,702
Divorced
2
PhD
Unemployed
34.602077
Urban
Basic
null
3
667
3
2024-03-12 15:21:39.204790
Average
No
Daily
Apartment
1,185
1,190,112
39
Male
7,908
Married
0
High School
Employed
21.611808
Rural
Basic
null
11
832
4
2022-11-15 15:21:39.206847
Average
Yes
Monthly
House
1,256
1,190,113
62
Male
1,592
Married
null
Master's
Unemployed
28.994879
Rural
Premium
1
6
391
4
2023-03-24 15:21:39.126661
Poor
No
Rarely
Condo
20
1,190,114
30
Male
107,839
Divorced
3
Bachelor's
Unemployed
25.093545
Suburban
Comprehensive
0
10
393
3
2023-05-11 15:21:39.226954
Good
No
Weekly
Condo
1,356
1,190,115
62
Male
9,097
Divorced
0
Bachelor's
null
19.922187
Suburban
Comprehensive
null
12
648
5
2022-04-18 15:21:39.134960
Poor
Yes
Weekly
House
860
1,190,116
25
Female
23,142
Divorced
3
Master's
Employed
43.566869
Suburban
Comprehensive
0
0
null
8
2021-11-03 15:21:39.134960
Poor
Yes
Daily
Condo
1,326
1,190,117
30
Male
1,741
Divorced
null
Master's
Unemployed
32.678969
Rural
Basic
2
13
433
9
2024-07-14 15:21:39.290098
Good
No
Rarely
Apartment
614
1,190,118
45
Male
59,682
Married
3
High School
Unemployed
51.374867
Rural
Basic
1
1
null
5
2022-09-21 15:21:39.095696
Good
Yes
Daily
Condo
622
1,190,119
32
Male
15,556
Divorced
3
Master's
Employed
22.716251
Urban
Premium
1
19
658
3
2024-02-29 15:21:39.274993
null
Yes
Daily
Condo
1,507
1,190,120
42
Male
50,430
null
1
PhD
null
47.598094
Suburban
Premium
2
4
573
7
2023-02-10 15:21:39.098696
Poor
No
Weekly
Condo
29
1,190,121
63
Male
16,751
Married
1
PhD
Employed
18.986519
Rural
Comprehensive
null
17
718
4
2022-10-10 15:21:39.256696
Good
No
Daily
Apartment
574
1,190,122
47
Male
32,685
Single
1
Bachelor's
null
48.870711
Urban
Basic
3
6
479
4
2023-08-21 15:21:39.251142
Average
Yes
Rarely
Apartment
727
1,190,123
46
Male
62,544
Single
0
Bachelor's
Self-Employed
3.927373
Rural
Basic
1
19
342
3
2024-05-09 15:21:39.155231
Good
Yes
Monthly
Apartment
454
1,190,124
47
Male
29,261
Married
0
Master's
Unemployed
11.814545
Suburban
Basic
null
1
null
8
2021-07-16 15:21:39.192212
Good
No
Rarely
House
1,407
1,190,125
33
Male
5,907
Divorced
0
PhD
Unemployed
32.926505
Urban
Basic
1
5
549
7
2022-03-20 15:21:39.170099
Average
No
Daily
Apartment
2,575
1,190,126
null
Female
20,465
Divorced
3
High School
null
17.882296
Urban
Premium
1
11
338
8
2020-09-29 15:21:39.092127
Poor
Yes
Daily
Condo
716
1,190,127
45
Female
18,206
Divorced
0
PhD
Self-Employed
26.640198
Urban
Comprehensive
null
4
587
5
2022-05-14 15:21:39.267454
Good
No
Daily
Condo
861
1,190,128
35
Male
8,791
Married
2
PhD
Employed
32.943449
Rural
Comprehensive
2
3
463
9
2020-06-28 15:21:39.134960
Good
No
Weekly
House
837
1,190,129
27
Male
265
Divorced
0
PhD
Unemployed
6.803613
Urban
Basic
2
8
459
5
2021-10-28 15:21:39.244069
Good
No
Monthly
House
1,195
1,190,130
53
Male
5,739
null
0
High School
null
15.353355
Urban
Comprehensive
0
9
646
9
2020-09-07 15:21:39.209847
Good
No
Monthly
Apartment
1,119
1,190,131
42
Female
44,763
Married
2
Master's
null
28.826452
Urban
Comprehensive
0
15
482
4
2024-08-11 15:21:39.223390
Average
No
Monthly
Apartment
3,319
1,190,132
49
Male
39,557
Divorced
3
High School
Unemployed
45.29873
Rural
Comprehensive
0
18
null
8
2019-12-07 15:21:39.092127
Good
Yes
Monthly
Condo
732
1,190,133
29
Male
null
Married
4
Bachelor's
Self-Employed
10.644531
Rural
Premium
null
8
685
7
2022-04-18 15:21:39.134960
Good
Yes
Rarely
Apartment
141
1,190,134
28
Female
25,373
Divorced
4
Master's
Self-Employed
23.816804
Rural
Basic
0
17
612
5
2023-07-09 15:21:39.235012
Average
Yes
Monthly
Condo
710
1,190,135
56
Male
3,750
Married
1
PhD
Self-Employed
18.05332
Suburban
Basic
2
15
653
8
2021-07-29 15:21:39.202448
Poor
No
Monthly
Apartment
180
1,190,136
57
Male
28,886
Divorced
null
PhD
null
35.548814
Suburban
Premium
0
15
486
7
2021-01-05 15:21:39.222387
Average
Yes
Daily
Condo
1,337
1,190,137
51
Male
55,635
Married
3
Master's
null
19.482914
Rural
Basic
3
7
687
4
2024-06-23 15:21:39.279729
Average
Yes
Rarely
Apartment
102
1,190,138
43
Male
24,986
Divorced
2
High School
null
15.979853
Rural
Comprehensive
null
12
null
7
2020-04-19 15:21:39.154008
Good
No
Daily
House
1,128
1,190,139
42
Male
38,662
Married
2
Bachelor's
Employed
49.936654
Rural
Premium
0
19
762
8
2021-08-31 15:21:39.164044
Poor
No
Monthly
Condo
629
1,190,140
59
Female
47,300
Married
3
Bachelor's
Self-Employed
19.891535
Suburban
Basic
1
1
508
4
2022-12-25 15:21:39.109552
Good
Yes
Monthly
Apartment
2,973
1,190,141
56
Female
30,761
Divorced
null
PhD
null
48.3635
Rural
Premium
1
6
null
4
2021-05-24 15:21:39.258696
Good
Yes
Monthly
House
921
1,190,142
52
Female
5,817
Single
3
Master's
null
14.411114
Suburban
Comprehensive
0
0
486
1
2020-02-01 15:21:39.185215
Good
Yes
Monthly
Condo
294
1,190,143
19
Male
36,118
Married
2
PhD
Self-Employed
8.746258
Suburban
Basic
null
19
711
9
2023-09-17 15:21:39.134960
Poor
Yes
Daily
Condo
1,445
1,190,144
45
Male
26,383
Single
1
PhD
Unemployed
40.025316
Rural
Comprehensive
0
5
486
5
2020-07-12 15:21:39.134960
Poor
No
Rarely
House
1,856
1,190,145
62
Male
40,396
Divorced
4
PhD
null
18.051814
Rural
Comprehensive
1
7
486
3
2023-03-04 15:21:39.274993
Average
Yes
Rarely
Apartment
537
1,190,146
39
Male
49,918
Single
3
PhD
null
20.624505
Rural
Premium
null
10
403
8
2021-03-19 15:21:39.273973
Poor
No
Weekly
Condo
134
1,190,147
47
Female
34,429
Divorced
0
Master's
Self-Employed
47.365837
Urban
Comprehensive
null
12
555
6
2021-08-11 15:21:39.272456
Good
No
Monthly
Apartment
725
1,190,148
64
Female
10,158
Single
3
High School
Employed
22.077127
Rural
Basic
0
2
767
9
2023-10-16 15:21:39.134960
Good
No
Rarely
Condo
582
1,190,149
24
Male
27,453
Divorced
0
High School
Employed
22.184711
Rural
Premium
2
13
506
1
2022-09-30 15:21:39.155231
Good
Yes
Rarely
Apartment
1,114
1,190,150
55
Male
45,468
Single
2
Bachelor's
Unemployed
7.25871
Rural
Premium
2
9
569
6
2024-01-20 15:21:39.169102
Average
Yes
Monthly
House
1,973
1,190,151
27
Male
null
Single
3
PhD
null
25.078623
Urban
Premium
0
7
303
9
2020-08-29 15:21:39.220389
Good
No
Rarely
House
453
1,190,152
20
Male
486
Married
3
High School
Self-Employed
8.167562
Rural
Comprehensive
0
7
477
5
2023-07-19 15:21:39.122134
null
No
Monthly
Condo
4,795
1,190,153
22
Female
4,440
Single
0
Bachelor's
Self-Employed
7.560826
Rural
Premium
0
18
373
8
2021-09-05 15:21:39.166062
Average
No
Daily
Condo
2,960
1,190,154
59
Male
29,055
Divorced
null
PhD
Unemployed
25.551213
Suburban
Comprehensive
null
14
null
2
2023-10-31 15:21:39.237118
Good
Yes
Daily
Apartment
762
1,190,155
21
Female
637
Divorced
1
High School
Employed
28.782165
Urban
Comprehensive
null
5
437
6
2019-11-06 15:21:39.237118
Average
No
Daily
Condo
796
1,190,156
26
Female
70,841
Single
2
Bachelor's
Employed
8.81629
Rural
Premium
0
5
811
2
2020-03-14 15:21:39.134960
Good
Yes
Rarely
House
45
1,190,157
56
Male
17,069
Single
4
Master's
Self-Employed
25.36391
Urban
Premium
1
17
761
4
2022-05-19 15:21:39.181605
Good
Yes
Weekly
Apartment
1,537
1,190,158
39
Male
13,863
Divorced
null
Master's
Unemployed
38.653965
Rural
Premium
1
2
313
4
2023-09-04 15:21:39.132191
Poor
Yes
Monthly
Apartment
1,149
1,190,159
62
Female
77,833
Divorced
3
PhD
null
6.89472
Urban
Comprehensive
2
18
413
5
2020-01-22 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,155
1,190,160
51
Female
16,094
Divorced
1
PhD
null
11.378834
Urban
Comprehensive
2
1
571
4
2020-03-31 15:21:39.168099
Good
Yes
Monthly
House
2,072
1,190,161
57
Female
15,663
Single
0
Master's
null
35.816288
Rural
Comprehensive
3
13
481
3
2023-10-15 15:21:39.126661
null
Yes
Rarely
House
1,416
1,190,162
31
Female
35,725
Divorced
4
High School
null
40.354946
Urban
Basic
3
13
316
2
2022-10-21 15:21:39.134960
Average
Yes
Daily
Apartment
511
1,190,163
23
Male
null
Married
2
PhD
Employed
18.934944
Urban
Comprehensive
2
18
516
2
2021-09-19 15:21:39.134960
Average
No
Weekly
House
3,376
1,190,164
56
Male
45,572
Divorced
4
High School
null
17.966364
Suburban
Comprehensive
1
15
798
2
2023-10-25 15:21:39.237118
Average
Yes
Daily
House
130
1,190,165
41
Female
18,609
Single
4
High School
Self-Employed
16.121483
Suburban
Comprehensive
1
5
765
3
2022-08-07 15:21:39.237118
Good
No
Rarely
Apartment
37
1,190,166
50
Male
120,569
Married
null
Master's
null
15.879213
Rural
Basic
2
7
439
5
2020-08-24 15:21:39.188220
Good
No
Daily
Condo
1,505
1,190,167
60
Female
46,064
Divorced
1
Bachelor's
null
42.171634
Urban
Comprehensive
1
7
692
9
2019-11-21 15:21:39.281787
Poor
No
Weekly
Apartment
2,034
1,190,168
48
Male
72,377
Married
4
PhD
Employed
38.034948
Urban
Basic
null
8
548
7
2020-08-01 15:21:39.237118
Average
No
Daily
Apartment
333
1,190,169
63
Male
10,054
Divorced
1
Master's
Employed
43.171699
Urban
Premium
0
2
582
6
2021-10-30 15:21:39.237118
Average
Yes
Rarely
House
1,121
1,190,170
22
Female
139,532
Married
2
Master's
Self-Employed
26.095233
Rural
Premium
3
1
null
7
2024-07-16 15:21:39.176717
null
No
Daily
Apartment
1,230
1,190,171
41
Male
54,910
Single
4
Master's
null
26.570802
Suburban
Basic
null
6
452
2
2021-01-29 15:21:39.175719
Poor
Yes
Weekly
Apartment
823
1,190,172
31
Female
64,039
Divorced
4
Bachelor's
Unemployed
6.275062
Urban
Premium
1
16
320
8
2021-04-18 15:21:39.134960
Average
No
Weekly
House
3,232
1,190,173
31
Male
34,543
Divorced
2
Bachelor's
Self-Employed
26.79676
Rural
Basic
null
1
402
3
2022-11-16 15:21:39.247098
Average
No
Daily
Condo
1,078
1,190,174
23
Male
8,098
Married
0
Master's
Unemployed
17.869481
Suburban
Basic
null
19
745
9
2020-04-13 15:21:39.259788
Poor
No
Weekly
House
447
1,190,175
49
Male
91,597
Single
3
Master's
Unemployed
10.089711
Urban
Basic
3
0
449
5
2023-05-06 15:21:39.232526
Good
No
Monthly
House
2,696
1,190,176
25
Male
16,649
Divorced
4
Master's
Employed
8.832151
Urban
Basic
null
18
null
5
2021-10-18 15:21:39.094752
Poor
Yes
Weekly
Condo
1,118
1,190,177
31
Male
1,804
Divorced
3
Master's
null
null
Rural
Basic
0
0
454
9
2023-08-19 15:21:39.281787
null
No
Weekly
Condo
2,376
1,190,178
57
Male
17,091
Divorced
2
High School
null
24.595801
Suburban
Comprehensive
null
10
null
1
2022-08-02 15:21:39.096739
Poor
No
Rarely
Apartment
473
1,190,179
32
Female
6,710
Single
4
Master's
null
21.272059
Suburban
Comprehensive
1
14
549
1
2020-06-12 15:21:39.154008
Average
No
Rarely
House
722
1,190,180
63
Male
null
Single
2
Master's
Self-Employed
40.658581
Suburban
Comprehensive
null
5
476
8
2021-03-08 15:21:39.282785
Average
Yes
Daily
Condo
34
1,190,181
28
Female
10,891
Single
4
Bachelor's
null
null
Suburban
Comprehensive
3
5
null
9
2022-02-01 15:21:39.285112
Average
No
Daily
House
2,394
1,190,182
37
Female
1,481
Divorced
0
High School
null
29.053874
Suburban
Comprehensive
0
7
null
2
2021-03-31 15:21:39.212862
null
Yes
Daily
Apartment
1,037
1,190,183
24
Female
43,838
Single
1
Master's
null
16.054949
Suburban
Basic
0
3
613
4
2020-03-06 15:21:39.134960
Good
Yes
Monthly
Condo
2,387
1,190,184
29
Male
40,224
Married
0
PhD
Employed
27.874157
Rural
Comprehensive
0
9
806
2
2021-07-06 15:21:39.102694
Good
Yes
Monthly
House
1,218
1,190,185
40
Female
40,764
Single
2
PhD
Self-Employed
14.946267
Rural
Basic
0
7
686
3
2020-05-27 15:21:39.132191
Poor
Yes
Rarely
Apartment
945
1,190,186
35
Male
20,055
Married
null
Master's
Employed
14.988955
Urban
Basic
3
15
717
9
2022-06-07 15:21:39.271453
Average
Yes
Weekly
Condo
1,341
1,190,187
59
Male
78,976
Single
0
High School
Self-Employed
33.602774
Rural
Comprehensive
null
10
494
4
2020-11-03 15:21:39.222387
Poor
No
Daily
Condo
2,393
1,190,188
39
Male
74,765
Married
null
Bachelor's
Employed
20.361156
Rural
Comprehensive
1
18
373
1
2020-11-17 15:21:39.250151
Poor
No
Monthly
Condo
1,271
1,190,189
22
Female
null
Married
1
PhD
Self-Employed
15.719539
Urban
Premium
1
4
328
2
2021-10-01 15:21:39.194829
Average
Yes
Monthly
Condo
744
1,190,190
60
Female
15,556
Married
0
Master's
null
20.737191
Suburban
Comprehensive
1
18
523
4
2024-01-17 15:21:39.210805
Poor
No
Rarely
Condo
1,461
1,190,191
62
Male
27,961
null
2
Master's
Employed
null
Rural
Basic
1
17
672
7
2023-12-09 15:21:39.155231
Average
Yes
Rarely
Condo
2,396
1,190,192
52
Female
5,071
Divorced
4
PhD
Unemployed
13.865241
Suburban
Comprehensive
1
19
803
6
2021-10-20 15:21:39.131192
null
Yes
Weekly
House
872
1,190,193
46
Female
96,684
Divorced
2
Master's
Self-Employed
11.923143
Rural
Basic
null
7
678
6
2022-05-25 15:21:39.087123
Good
No
Rarely
Apartment
369
1,190,194
26
Female
78,849
Divorced
4
High School
Unemployed
null
Urban
Premium
1
11
631
8
2023-05-08 15:21:39.192212
Good
No
Rarely
Condo
2,868
1,190,195
21
Male
29,096
Divorced
1
PhD
Unemployed
9.188967
Urban
Basic
null
14
441
1
2023-11-20 15:21:39.243823
Poor
No
Weekly
House
930
1,190,196
53
Female
2,818
Married
3
Bachelor's
Employed
25.904142
Rural
Premium
2
4
829
7
2021-09-11 15:21:39.149731
Poor
No
Monthly
House
1,989
1,190,197
45
Male
1,712
Married
2
Master's
Unemployed
41.449958
Urban
Basic
2
5
794
4
2024-05-24 15:21:39.237118
Good
No
Monthly
Apartment
2,879
1,190,198
24
Male
44,523
Married
null
PhD
null
47.418081
Rural
Comprehensive
2
2
581
8
2022-08-22 15:21:39.132191
Average
Yes
Daily
Apartment
444
1,190,199
26
Male
25,434
Divorced
1
Master's
Employed
12.732203
Suburban
Comprehensive
1
1
838
3
2019-10-05 15:21:39.237118
Good
No
Weekly
House
2,546