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
12,100
36
Female
26,625
Divorced
4
Bachelor's
Unemployed
18.246986
Rural
Premium
1
6
536
2
2021-09-22 15:21:39.088124
Poor
Yes
Daily
Condo
526
12,101
28
Female
26,861
Married
4
High School
Unemployed
null
Urban
Basic
null
5
805
2
2022-04-02 15:21:39.134960
Average
No
Monthly
Condo
627
12,102
18
Male
125,912
Married
2
High School
null
20.850054
Rural
Comprehensive
null
14
null
6
2022-04-24 15:21:39.101733
Poor
No
Rarely
House
214
12,103
58
Male
29,094
Single
3
High School
Employed
48.839884
Urban
Basic
null
17
603
8
2021-12-11 15:21:39.224915
Good
No
Weekly
Condo
839
12,104
64
Female
26,296
Married
1
Bachelor's
Unemployed
15.738673
Rural
Basic
null
14
373
8
2020-07-07 15:21:39.134960
Poor
Yes
Weekly
Condo
2,070
12,105
36
Female
28,271
Single
2
Bachelor's
Employed
39.284656
Suburban
Basic
3
13
687
5
2023-04-19 15:21:39.155231
Poor
Yes
Weekly
House
1,506
12,106
43
Female
1,182
Married
null
PhD
Self-Employed
11.132111
Urban
Basic
1
11
694
7
2019-11-07 15:21:39.150730
Good
Yes
Rarely
Apartment
437
12,107
23
Female
33,490
Married
0
PhD
Employed
50.569576
Rural
Premium
1
16
790
3
2021-05-10 15:21:39.199447
Average
Yes
Weekly
House
824
12,108
20
Male
124,566
Divorced
1
PhD
Unemployed
14.328567
Rural
Comprehensive
1
13
319
8
2022-11-13 15:21:39.134960
Average
No
Monthly
Condo
3,276
12,109
42
Male
6,891
Single
0
Bachelor's
null
null
Urban
Basic
1
8
679
3
2022-12-02 15:21:39.155231
Good
Yes
Weekly
Condo
942
12,110
51
Female
78,769
Married
3
Bachelor's
Self-Employed
47.708635
Rural
Comprehensive
0
10
393
2
2020-04-23 15:21:39.155231
Average
No
Weekly
House
447
12,111
30
Female
33
Married
2
Bachelor's
Unemployed
27.835988
Suburban
Basic
2
17
536
6
2023-01-31 15:21:39.134960
Good
Yes
Daily
Condo
2,195
12,112
36
Male
6,918
Single
4
High School
null
17.929133
Urban
Comprehensive
0
4
641
6
2022-08-09 15:21:39.182597
Poor
No
Weekly
Apartment
835
12,113
49
Male
14,894
Married
2
High School
null
22.793902
Suburban
Comprehensive
0
10
772
9
2023-03-23 15:21:39.155231
Good
No
Weekly
Apartment
1,258
12,114
56
Female
2,396
Married
0
Master's
Self-Employed
25.36774
Urban
Basic
1
9
616
8
2022-07-25 15:21:39.155231
Poor
No
Monthly
House
2,562
12,115
48
Male
12,097
Married
4
Master's
Self-Employed
30.534376
Rural
Comprehensive
null
16
null
5
2020-04-20 15:21:39.098696
Poor
Yes
Rarely
Condo
890
12,116
22
Female
43,379
Single
null
High School
Employed
37.735364
Suburban
Basic
1
13
673
3
2024-06-20 15:21:39.181605
Average
No
Weekly
House
551
12,117
57
Female
11,833
Married
1
PhD
null
26.735786
Rural
Comprehensive
0
5
839
3
2022-07-18 15:21:39.202448
null
Yes
Monthly
Condo
1,326
12,118
null
Female
17,375
Married
2
Bachelor's
Unemployed
48.264576
Rural
Premium
1
0
562
8
2021-02-14 15:21:39.256696
Poor
Yes
Rarely
Apartment
2,318
12,119
40
Male
48,235
null
null
PhD
Unemployed
43.223518
Urban
Comprehensive
4
3
null
9
2023-10-29 15:21:39.092127
Good
Yes
Rarely
Condo
1,257
12,120
35
Female
43,430
Divorced
2
High School
Self-Employed
16.05895
Rural
Comprehensive
2
12
626
1
2021-06-06 15:21:39.283783
Poor
No
Weekly
House
381
12,121
41
Male
2,304
Single
3
Bachelor's
Unemployed
8.381118
Suburban
Comprehensive
1
18
665
4
2023-10-02 15:21:39.134960
Good
Yes
Monthly
Apartment
39
12,122
52
Female
8,092
Single
3
Master's
Self-Employed
33.007723
Suburban
Comprehensive
1
12
832
8
2020-11-12 15:21:39.092127
Average
Yes
Monthly
Condo
949
12,123
64
Male
28,886
Single
0
High School
Employed
31.847287
Suburban
Basic
0
6
795
6
2021-09-21 15:21:39.186212
Good
No
Rarely
House
755
12,124
21
Male
8,861
Divorced
4
Master's
null
36.86519
Suburban
Premium
null
6
709
4
2021-08-18 15:21:39.172097
Average
Yes
Rarely
Apartment
3,180
12,125
22
Female
27,193
Single
1
Bachelor's
Unemployed
14.959461
Suburban
Premium
null
5
788
2
2023-11-29 15:21:39.092127
Poor
No
Rarely
Condo
523
12,126
28
Male
6,794
Married
1
Bachelor's
Self-Employed
27.690882
Rural
Comprehensive
0
11
393
3
2023-09-08 15:21:39.269494
Poor
No
Weekly
Condo
2,828
12,127
38
Female
8,069
Divorced
0
Bachelor's
Self-Employed
34.929077
Rural
Premium
2
19
757
2
2020-09-13 15:21:39.155231
Good
Yes
Weekly
Condo
685
12,128
58
Male
null
Divorced
3
PhD
Self-Employed
null
Suburban
Basic
1
14
810
7
2021-08-30 15:21:39.207847
Poor
No
Weekly
House
100
12,129
32
Female
43,432
Married
0
Master's
Self-Employed
18.804089
Urban
Basic
2
19
828
3
2023-06-27 15:21:39.264504
Good
No
Monthly
Apartment
1,857
12,130
20
Female
16,385
Single
2
Bachelor's
Unemployed
13.395825
Rural
Comprehensive
null
1
760
7
2024-05-08 15:21:39.250151
Poor
Yes
Monthly
Apartment
701
12,131
52
Male
71,696
Divorced
2
PhD
Employed
22.944851
Rural
Comprehensive
0
15
483
9
2021-09-20 15:21:39.259788
Good
Yes
Monthly
Condo
3,575
12,132
22
Female
14,982
Married
4
PhD
null
14.843648
Rural
Basic
1
13
559
9
2021-10-25 15:21:39.181605
Good
No
Weekly
House
24
12,133
28
Female
4,639
Single
3
PhD
null
23.367549
Urban
Premium
null
3
446
9
2024-04-14 15:21:39.146733
Poor
Yes
Rarely
House
684
12,134
58
Male
null
Married
1
Master's
Employed
null
Urban
Premium
null
11
397
1
2024-01-23 15:21:39.134960
Good
Yes
Daily
House
1,485
12,135
20
Male
56,877
Married
3
PhD
null
18.958399
Suburban
Basic
1
2
706
2
2020-02-07 15:21:39.177724
Average
Yes
Weekly
Condo
130
12,136
18
Female
59,675
Single
0
PhD
Self-Employed
36.590818
Rural
Basic
0
4
357
3
2020-07-21 15:21:39.147735
Average
Yes
Monthly
House
38
12,137
50
Male
4,731
Divorced
0
High School
Self-Employed
16.797059
Suburban
Basic
2
4
null
7
2021-04-25 15:21:39.206847
Average
Yes
Daily
Apartment
2,192
12,138
48
Male
28,680
Divorced
0
Bachelor's
Employed
30.845997
Urban
Basic
null
9
613
9
2020-08-03 15:21:39.193945
Poor
No
Rarely
Apartment
668
12,139
36
Female
81,187
Single
1
Bachelor's
Self-Employed
25.823168
Urban
Comprehensive
0
11
484
3
2020-08-17 15:21:39.176717
Poor
No
Rarely
Apartment
2,108
12,140
34
Male
29,260
Divorced
0
High School
null
32.551146
Suburban
Premium
1
3
568
7
2021-05-23 15:21:39.148733
Average
No
Weekly
Apartment
922
12,141
38
Male
827
Single
4
Master's
Employed
30.947255
Suburban
Comprehensive
null
7
389
1
2021-08-20 15:21:39.129190
Average
No
Weekly
Condo
787
12,142
51
Female
10,146
Single
4
Bachelor's
null
43.89126
Rural
Basic
2
0
783
2
2020-09-05 15:21:39.155231
Average
Yes
Weekly
House
957
12,143
29
Female
10,910
Married
null
High School
null
41.502544
Urban
Basic
1
11
684
7
2022-02-20 15:21:39.187211
Good
Yes
Weekly
House
1,352
12,144
35
Male
19,261
Married
1
Master's
Employed
7.726244
Rural
Premium
null
19
479
8
2020-04-02 15:21:39.090124
Poor
No
Weekly
Condo
4,171
12,145
48
Male
1,406
Married
4
Bachelor's
Self-Employed
14.823772
Rural
Comprehensive
0
10
null
2
2022-08-01 15:21:39.155231
Poor
Yes
Rarely
Apartment
25
12,146
34
Female
2,779
Single
2
Master's
Self-Employed
10.687745
Urban
Basic
null
1
707
4
2022-05-15 15:21:39.283783
Average
No
Monthly
Apartment
225
12,147
58
Female
26,139
Single
0
PhD
Self-Employed
19.634891
Urban
Premium
0
18
null
7
2019-10-31 15:21:39.155231
Average
No
Weekly
House
1,211
12,148
56
Male
3,725
Divorced
0
PhD
Unemployed
null
Urban
Premium
1
16
447
5
2024-01-03 15:21:39.146733
Good
Yes
Daily
Condo
1,307
12,149
46
Female
3,062
Married
0
High School
Unemployed
28.09443
Suburban
Basic
null
5
454
6
2022-12-15 15:21:39.134960
Average
No
Daily
House
1,046
12,150
33
Female
1,488
Married
0
High School
Self-Employed
14.807324
Urban
Basic
1
15
496
7
2023-03-21 15:21:39.168099
Poor
No
Weekly
House
707
12,151
38
Female
17,278
Divorced
2
High School
Unemployed
47.56959
Rural
Premium
1
12
641
1
2024-01-03 15:21:39.147735
Good
Yes
Rarely
Apartment
1,426
12,152
26
Male
141,310
Married
4
PhD
Employed
null
Suburban
Comprehensive
2
13
518
6
2021-12-18 15:21:39.170099
Poor
Yes
Daily
House
901
12,153
19
Female
826
Married
3
Bachelor's
null
11.839271
Suburban
Comprehensive
2
2
598
9
2021-05-24 15:21:39.155231
null
No
Monthly
House
1,257
12,154
41
Female
5,446
Divorced
3
PhD
Employed
32.933501
Urban
Comprehensive
null
11
375
5
2020-02-21 15:21:39.094752
null
Yes
Rarely
Apartment
2,521
12,155
23
Female
17,184
Divorced
3
Bachelor's
Unemployed
18.615618
Rural
Comprehensive
1
14
820
6
2023-03-11 15:21:39.082499
Poor
Yes
Weekly
House
541
12,156
62
Female
21,864
Married
1
High School
Unemployed
26.581784
Rural
Basic
0
15
556
7
2019-12-09 15:21:39.090124
Good
Yes
Weekly
House
1,421
12,157
40
Male
85,985
Married
4
Bachelor's
null
19.086031
Rural
Premium
0
6
439
2
2020-07-03 15:21:39.278402
Average
Yes
Monthly
Apartment
1,245
12,158
63
Male
738
Divorced
0
Bachelor's
null
34.33448
Suburban
Comprehensive
3
10
647
2
2022-12-11 15:21:39.134960
Poor
Yes
Monthly
House
2,094
12,159
34
Male
27,248
Divorced
0
PhD
null
19.073209
Suburban
Basic
null
17
null
3
2020-01-30 15:21:39.134960
Average
Yes
Daily
Apartment
4,268
12,160
37
Female
10,124
Divorced
null
Master's
Self-Employed
16.638799
Suburban
Comprehensive
null
18
463
8
2024-01-07 15:21:39.106582
Average
No
Rarely
Condo
399
12,161
34
Female
131,798
Single
3
Bachelor's
Unemployed
26.004934
Rural
Comprehensive
null
13
310
8
2021-10-18 15:21:39.289099
Good
No
Weekly
House
591
12,162
28
Male
36,267
Single
4
Bachelor's
Employed
47.933808
Rural
Comprehensive
null
13
507
3
2020-11-19 15:21:39.085129
Average
No
Monthly
Apartment
1,201
12,163
60
Male
5,979
Divorced
1
Master's
null
38.511312
Rural
Premium
null
14
705
4
2023-10-13 15:21:39.134960
Poor
No
Weekly
Condo
712
12,164
42
Male
1,145
Divorced
null
Bachelor's
Unemployed
23.92366
Suburban
Premium
2
19
null
2
2023-01-26 15:21:39.173834
Good
No
Daily
House
564
12,165
52
Male
14,054
Single
0
Master's
Unemployed
19.826316
Rural
Premium
null
10
null
3
2021-12-21 15:21:39.125660
Good
Yes
Daily
House
857
12,166
37
Male
3,877
Single
4
Master's
null
null
Suburban
Basic
null
5
812
7
2024-03-02 15:21:39.190215
Poor
Yes
Daily
Apartment
1,301
12,167
41
Male
128,876
Married
4
High School
null
18.580415
Urban
Premium
4
11
381
6
2024-01-19 15:21:39.184157
Good
Yes
Daily
House
1,251
12,168
61
Female
6,275
Divorced
0
High School
Self-Employed
5.652909
Suburban
Basic
0
13
335
3
2020-06-23 15:21:39.155231
Poor
No
Rarely
House
1,275
12,169
47
Female
20,559
Divorced
3
PhD
null
28.945362
Rural
Comprehensive
0
13
null
8
2021-06-18 15:21:39.192212
Average
Yes
Monthly
Apartment
689
12,170
64
Male
9,061
Single
0
Master's
Employed
6.684851
Urban
Basic
1
7
536
7
2023-03-12 15:21:39.155231
Good
No
Weekly
Condo
2,421
12,171
41
Female
24,169
Married
4
Master's
null
15.564497
Suburban
Basic
1
7
757
4
2021-11-16 15:21:39.155231
Poor
Yes
Monthly
House
744
12,172
21
Male
97,515
Divorced
0
High School
null
38.858236
Suburban
Premium
0
18
316
7
2022-06-24 15:21:39.089116
Poor
Yes
Monthly
Condo
1,341
12,173
47
Male
11,011
Divorced
1
Master's
Employed
28.012969
Urban
Comprehensive
0
12
416
1
2020-05-01 15:21:39.125660
Average
Yes
Daily
House
1,240
12,174
54
Male
10,514
Married
0
Bachelor's
Unemployed
39.1328
Suburban
Premium
null
7
712
6
2021-12-23 15:21:39.261856
Good
Yes
Monthly
House
662
12,175
24
Male
null
Single
1
Master's
Unemployed
null
Suburban
Basic
0
7
584
1
2023-12-28 15:21:39.237118
Average
No
Daily
Apartment
130
12,176
27
Male
25,791
Divorced
3
PhD
Employed
22.181346
Suburban
Basic
0
18
663
2
2024-06-08 15:21:39.246098
Poor
No
Monthly
Apartment
2,526
12,177
24
Male
24,706
Single
3
Bachelor's
Unemployed
26.802733
Rural
Premium
0
3
666
3
2019-11-07 15:21:39.221386
Good
No
Weekly
Condo
2,094
12,178
32
Male
40,862
Married
3
PhD
Employed
41.527836
Suburban
Comprehensive
0
16
468
8
2022-06-06 15:21:39.237118
Poor
No
Daily
Apartment
828
12,179
21
Male
2,395
Divorced
4
PhD
Self-Employed
15.997981
Urban
Comprehensive
null
0
363
3
2021-07-31 15:21:39.149731
Average
No
Daily
Condo
21
12,180
19
Male
12,791
Married
1
Bachelor's
Employed
44.674701
Rural
Comprehensive
null
19
751
2
2023-09-10 15:21:39.144722
Good
No
Monthly
House
25
12,181
null
Female
1,598
Divorced
0
Master's
Self-Employed
18.797072
Urban
Premium
1
15
310
4
2019-12-31 15:21:39.092127
Good
No
Weekly
Condo
1,359
12,182
46
Female
3,418
Divorced
2
PhD
Employed
23.979064
Rural
Basic
0
10
815
2
2023-05-07 15:21:39.114118
Average
No
Weekly
Condo
2,579
12,183
24
Female
64,010
Divorced
0
High School
null
14.749584
Urban
Basic
null
4
347
1
2023-06-04 15:21:39.220389
Average
Yes
Rarely
House
774
12,184
56
Male
6,098
Married
3
Master's
Self-Employed
11.816261
Suburban
Premium
null
9
417
9
2022-01-30 15:21:39.134960
Good
Yes
Rarely
Apartment
776
12,185
32
Female
17,001
Divorced
null
Bachelor's
Employed
19.749503
Rural
Basic
null
2
782
9
2023-04-26 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,216
12,186
53
Female
38,193
Single
4
PhD
null
26.928944
Rural
Basic
2
15
837
5
2021-11-10 15:21:39.171102
Average
No
Weekly
Apartment
2,760
12,187
39
Male
725
Divorced
0
Master's
Unemployed
21.534982
Suburban
Premium
1
6
454
3
2023-09-07 15:21:39.237118
Poor
Yes
Daily
Condo
2,801
12,188
18
Female
4,066
null
0
Master's
Unemployed
33.717851
Urban
Comprehensive
1
12
400
7
2022-01-10 15:21:39.102694
Average
No
Weekly
House
1,506
12,189
46
Female
21,203
Divorced
2
PhD
Unemployed
14.167518
Urban
Comprehensive
null
16
326
2
2023-06-28 15:21:39.155231
Average
Yes
Rarely
Apartment
1,182
12,190
39
Female
24,361
Single
0
Bachelor's
Unemployed
29.95524
Rural
Premium
null
2
null
8
2020-05-20 15:21:39.224915
Average
No
Monthly
Apartment
2,146
12,191
43
Female
11,912
Married
3
High School
null
49.118568
Rural
Comprehensive
null
18
805
3
2022-02-03 15:21:39.245086
Average
No
Weekly
Condo
26
12,192
49
Female
40,540
Married
3
Bachelor's
Employed
7.676988
Urban
Premium
1
16
772
2
2020-04-21 15:21:39.233485
Poor
Yes
Weekly
House
556
12,193
19
Male
2,688
Single
1
Bachelor's
null
null
Urban
Comprehensive
1
3
813
5
2020-01-20 15:21:39.132191
null
No
Weekly
Apartment
884
12,194
63
Female
37,172
Divorced
4
Master's
Self-Employed
24.717407
Urban
Premium
null
14
582
4
2022-08-30 15:21:39.134960
Poor
Yes
Weekly
Condo
408
12,195
61
Male
25,576
Single
4
PhD
Self-Employed
7.356513
Suburban
Basic
2
7
416
2
2024-01-21 15:21:39.175719
null
Yes
Weekly
Condo
1,989
12,196
56
Female
43,880
Single
null
High School
Unemployed
4.383086
Urban
Basic
null
7
766
8
2024-07-24 15:21:39.134960
Good
No
Monthly
Apartment
527
12,197
44
Female
7,073
Married
0
Master's
Employed
25.361205
Rural
Comprehensive
1
15
449
5
2023-04-12 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,139
12,198
28
Male
32,757
Married
2
High School
null
21.247978
Suburban
Basic
null
10
null
5
2024-07-31 15:21:39.086123
Poor
Yes
Rarely
Condo
1,286
12,199
48
Male
134,971
Divorced
3
Master's
null
51.844669
Urban
Premium
2
7
697
7
2021-09-20 15:21:39.155231
Average
No
Weekly
Apartment
1,568